Microbiota Determinants in Early Life and Their Immunologic Health Consequences
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Key messages:
• Birth by cesarean section rather than vaginal delivery, and formula feeding rather thanbreastfeeding lead to dysbiosis (an altered microbial profile and lower diversity), which may define or influence microbiota composition in later life.
• Both lack of breastfeeding and birth by cesarean section are independently associated with similar immune related disease risks, protective as well as inflammatory. These include
infections, allergy, inflammatory bowel disease, leukemia. And these health conditions are also associated with dysbiosis.
• Early life dysbiosis resulting from determining factors such as cesarean section and lack of breastfeeding is a major link, and potentially an etiologic factor, in the risk expression of
multiple acute and chronic conditions throughout life.
The gut microbiota plays a major role in the development and function of immune protective mechanisms (e.g., those associated with risk of infectious disease), as
well as immunomodulatory functions (e.g., those associated with risk of allergy, inflammatory bowel disease, neoplasia). The development of this complex
ecosystem in each infant is driven by multiple determinant factors: genetic, maternal (including prenatal), and environmental. While many environmental factors, including geography, family structure, pets, antibiotics, play a role; by far, the mode of birth
(cesarean versus vaginal delivery) and the type of feeding (breast feeding versus other substitutes) appear to be the most significant modulators of the early development of each individual’s microbiota.
Breastfeeding promotes microbiota development with significant diversity and predominance of specific species, particularly bifidobacteria and lactobacilli, via
multiple mechanisms, including breast milk bacteria composition and human milk oligosaccharides. Non-breastfed infants develop dysbiosis–generally described as
altered gut microbiota profiles and changes in diversity, as compared to breastfed. Clinically, breastfed infants are generally protected from a number of health conditions
associated with use of breast milk substitutes. These include lower risk from infections, and immunological disease such as asthma, other allergies, type one diabetes, and
leukemia, as well as metabolic disease (obesity and type 2 diabetes). Notably, all these health conditions have been associated with dysbiosis later in life.
Similarly, compared with vaginal birth, birth by cesarean section has been associated with a less diverse microbiota, and altered microbial profiles, including lower presence of bifidobacteria1. Increasingly, strong associations have been reported between cesarean delivery and disease in infancy and later life.2
Cesarean delivery increases risk of gastroenteritis, respiratory infections, and otitis media. It has also been shown to be strongly associated with risk of hospitalizations
for acute gastroenteritis in the first two years of life, and this risk is exacerbated
further for those who are not breastfeed.3 Cesarean birth also increases risk of obesity4 and type 2 diabetes. Most notably, it increases risk of allergic disease, including asthma, atopic dermatitis, and particularly food allergy.5 And the relative risk of leukemia, particularly acute lymphocytic leukemia appears also to be increased.6
Of note, all these conditions are also associated with dysbiosis. Most studies so far linking cesarean birth to disease are associative and long-term prospective studies are underway. However, alterations in microbial composition, diversity, and maturity
appear to precede some of these manifestations.7 It is increasingly becoming clear that the development of early life dysbiosis (resulting from determining factors such as cesarean section and lack of breastfeeding) is a major link, and potentially an etiologic
factor in the risk expression of multiple acute and chronic conditions. The use of specific species and strains of bifidobacteria (e.g., B. infantis, B. lactis) and lactobacilli (L. rhamnosus, L. reuteri) as probiotics has been shown to have effects on infectious intestinal and respiratory illness, and have effect on modulating gut barrier function, IgA
secretion, and T lymphocytes activity modulation. Thus, probiotics may have the potential for mitigating the dysbiosis associated with cesarean birth of lack of
breastfeeding and its longer-term immune related consequences.
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Cd6i3eSbHYgKyOQf0EW5/yTDo5fcB3GLIyrKyKlqIrc4WSnxCrTE5Ij508L80SDJ2auqxsbCj5lNq9mwnkjvYkOpdtGXJ6JY6s8D6D/g4pVFZiqYrM/eDKQ19mAagcGmNZVLE8JCtUl/Vy0zybkRVD+DWqUqoJ0x+c3Rje0aXlbRpSFzJXKPKFKE4MXedpD3Fwleo//UlWdPIa8iLIirHcJ+1/TmFNHLX9XhR1sutQxDVa7LVh9H4Iqg09vyoU9i5YM6PpUABR3gjUEGfOOQ6VHDgeo+4MHRpg3YXGcPY6HKSKuPEaG2tQU6M/bKhkRGrnLUMrzwt51Gjt6LJmIpqNiVssiJAzoQagP4bBscuKzGg238cCS0SNarRaTA50pLOu8XUI2rMHe/bswTbW6xRUafIOYL/DymITil3BwqSsO0jLbSNcQ1iJQIrzzltDJAGE0f/HG+0YKN+hxLGBrlhan48eRzuSqZyBN5UuIE2u42i0D6B8h+LANtAVJOvze+BoT8ZCOe5AyK/5VMZG7CX0FAXSfG7D5fz1ym9PVgN5YgOcXgYX1KCuro5+myEvnCNYc2FkHZd6UMT0cttl5K9XsJBXA/mUZ77cvcDXA7JCVhm5lJXkzdGBdDYcuy5I1tE9e7bRcrQgqJIxNnctYzvqDioYWDZe003Y1uwBsFWyctwJWRW51UALlizFEmYbLie+M8XXJmN+GnMGSUlJyje9BB2OMZZFzaCHZGVnJq5XVKCC+5Ym0uFTMyIRXIAaVSfr0KwqpZowA0XrDfZjGo6OdHVYel2Q4sP2bFtI7TEITD38SVZ2Zl7X4VNRUYrE5Yp+CbJiLPdJ+9/o6PmMDOAWWxWzJE23v4b9LhsKCsMdV2SFRsVPXpMn2RkdOUuy/wpdOfAhksh8A6dwNlSxZdbLzuKBSbqO9gx1GeQW3eoTlgjgsTzaK+QlbWKq02Q4EtAdjiwifiJlhLZqhj0mFT4dHjFvKQSgXB1uYy8BGLyh9iQsTzYsAWbB7DZlzoutSl02vuzsA5N5MA60Z7Bl4VsgQzhUTld9LEJapwTY6xBJyQuRc3clEaofl1cqzmF1ocJqh8rpaoBFaVBeYzpDwu2G8tplrJTjWg3lNV/K2AR7qQeFbNXYWjoE5RNZMbEBJ71kIHNXkzBST6G6CmstnfelLF32Jc+Ab/iaYOWVrJAJ5iKu/J10NaBcm0/msmcFsFWxZcjLcNbcmJHBltdvUVagOVVw9ibE0aHWBXFNJvpMy8Qkj1xpja0sasIekhUTAu12pY5JeDVJ3Q8TXeCe+5aGA+3JdGjYhY4EUCfmVJZc2upPN/rjXD+ob5E+ZLF0mYdjavx2obCDLSg4yno6LAgs0fboIPl2SVakXpQe3IQDmbXqPBVHRyadhGlBbKMZCSExOvCoiHWVr0YemR9j4mAcbanqUkjLtjOwqstqyLBNOoKYgSyMQyMhMz7JI6G39CA2HchELZun4uhAJt0bwxLbaDLvxBlHqbcUBzcdQGYtm6fiQEcmwzQWBAr+42hNxAJZ/g3IbW5Hezv9PqxRlwBvLTXrOnGgOV5bvrntbDV61bjt6K6+gP2LLFh/gUyKdaAtdRVt5Viw7YxVW5lEhsvSg9RnC+MaFef/OI9Onl2NQpksOdCayFpKR1Evk8YhVNBVQQtTlU22HufR1t/qQqXycrQikbWEj9JJ1EMVdFXQQnWY0esydkEUpUcF6hwnuUL1lqy4sgETveTLUf5tGkbCowI2Z0ghdmyfFe/zDPiGr7OemtkZGQY1l5WU/QJFRzbkopnpaHs7HtZ8RXVnK1Q1dVfZONqQypbuWrbhjFVbaUeGT9ODFIwsloWIk42ZuARGcLR5Dv3lu2m6G5DXzVapGUrEtDy4MGMpi5rsFCQrxMbpVgkbcps1H9b+EDVs+4OtpXJPmllZqtCwH+70x22ZCrLCIJxCV855kUmgixer+52wFtOK2Cqte5vm3BVZGarlW88WLGKrakglvDJZ2RyLUzIyeXXx4sXQtdQOVirpceHU4SKyQ2YhW/FBndni5dz+IOReALLalG4Xb+WR0xmq1fUcWBaxVT0k7pVINmw6pkDC4Si3bIZQG8mcLbkuUldJEVxXOvWAONBykobfZOwWd6A1gU5a3lSEPjPts7chi/UkUMK2cMVytWteLssNGcpqFEcXCtkKFRp28XJuXwtyLyALFEI4WhNoZUDG92niDhv6+/rQN8hYkR21YVT+o/dl8tmaQP8HVKrDcQ5bP/r6+qC9VqsOMflaxq57tSR0X95CZbfA4glZ8cQGOL1k+kt0WP4u2YxUsoKKC6Pli5DnblxmkyMtFjCyQsi6N3pNwvuGr1FPTYasmH6ZycrNX9pkHEd0tCKB9nJsKqJa6q6yIVrSVaju3aT4m8VYzu2XRO4FZLWpPSamFZyjHemM9IRWab06LB/k6qo8uDBjJoua5iiRFarDqk4uXoLNqWabUJrogirbMMujXaQxpM6j2uQ0zEz8iLIUfROIemhlSRZiUPuhdrR0Rz5k3ulOf9yWqSArXFFOlZ+cwtKKS3Ya85fj0+2HkFLRoToKPseuyAowiIbcaGzmVsHI8W3+EmVs/w9OyRQHRSs1yxoEny5DBxve4cLpHD4k9NVmIoJtRsfJvTY0DVbWGyIL7J08LJ3BhlxEb+ZWNclpbMaXZV0mvSokIQ5H1g072IDc6M3cqiIln5u/LAODQsXU0YQTNB9OlQBx6q3xtNJdjwJtb2r1dfmHowdVqaHqMJiG7WqEnC7V72Mh9aE2M0LbR0fFcC1C06xqr5icM3Wei8nQlSqBAy1xtBx3Vcl4qHMSTIfN6IuOFsTRtHcpW5rSB96UsQn2TC6pG5fYvjIekhUVN1c2wOmlGlbFzwJZh7gwTKc0kS6p+4toZIU89S7PvuFrgpUXsjqaTlA9dK6MZAIVT3VgfYGym6y7yoaVdF8tMiPoni0cjpa1oUizsl5JJbBWwWk9K+SJTW0kLUJCCyPQNAFycZNHLhSksZBFTXD0yIqTXjKfpKYtg6LNWTF57nYYiC8n9vvoPdw/QcvfqcElOzHE07DrCx5jSO0lo++weMh1Yaoy7cCd/rgtU0FWdEUt/rhHwN7Xjsb6ZnSpzWj34X156ujvREt9He41d6CPkRwXEfkkj70P7Y31aO4adEFSXCSmu21HX3sj6pu7tB4F3XN//7Gjr6MZ9fca0f54GFDgQH9nC+rr7qG5o8+UmPpbOm/j86aMvY17ooafjnmGox+dLfWou9eMjuGMebQLbiLJMtp5FfGPKgJiu/1RhVdELhAQCAgEBAICAYHASBEQZGWkCIr3BQICAYGAQEAgIBAYVQQEWRlVeEXkAgGBgEBAICAQEAiMFAFBVowIOrpxKzcDGRnsm4nsvMsovt2Kfn6+mRouH3f4iZpSPxqKM3HmRDSiYxOQlm9Fh7q3kwPdt3LluPPvPOYO8pPQf++KkmbBPfTTVYNSfwOKM8/gRHQ0YhPSkG/tMN3MTM6CKo+ncrNw3DX3prJzpRqXIW9GrOh/W0sRMgle7H15dUIFslUMuTR093Jxs3tIxUTDnIUnzwnoGm4sTGbeNVTWtaLH5mKJpQIKuiqyubJk8RqunNzya7YO3LmajvjYI4iMPo6TaZdhbRvkyssIhMPDdCrRVJWnyHPlrmFlmIT++gIFxzwreiTnPGdkZKOgog5tA1qeHd23kKvDVMtb7s3uYecH2Tru4Gp6PGKPRCL6+EmkXbaibVCLX8mpmSw0nawy3b5BDBlnubKQX3wT9Y/0c3/UcPl3lImkZmWdnYfLxbfRygzQ0YWKbC2fTCeMV5L/IYaPGj+TkKhVB65nZSAjsxD3uY0auRDcTxtaijLlsjPDVc1HdrkzHo52lGSSdIrQQn2BGp6VXWYerlXWobXH5kbPqDiqfTpjkFXWAbh5rtqoT2EykXetEnWtPTAzOzVPDGs1jWyUs127VUQdaC8heGaiiIGiPiMzfTtQQ23w8JETOJ2WjdL7ve71WU1P81uqTB6WCy+Cmd/RdIz5Jv4ND3VELfNs5F0uxu3Wfn2+TPJBUpF6rMiT372Cu4YN6qT+ehQQHcvIg5Uds6KKptmvvt5RA0DFyansRqBjWvR++SXIihFGbma000zwlcdwkxETLpy6SmGgGl/S82j0736Oc/JBdiYrCEj6thp1ie/q8+2y4g5Uf0nPDDHM8P78nHwQmVFsfpa+Pm2y1Nlcbqdwlr2wkrrELG9OCbIb/SilO6mS+Nj2/do5Owb5+ZnqFgt2VQ1qM+kNz0h8exWB3IZZGZKGWoPxKtINoZKdm2ISt5b/XVAW0NjRXhhlsgpIycOKsFy1smG59zadyrux6hLgmHts/TLBvAFfMBmP12OIXxXF7qvXNYi5rhzNoK3qMMF5r9X1RF97Owqj2KZ1xndXICy3hSPGnN6qMrB3PkOZSsY1VNzJtTWlQY1bC8dWpbhLayWO3XwMaahSv++Lk0xUtl1VGFRXSrD4NRlhu45N8rt080TukdPP/lJsU9NxPmJBy4cFq1IMGwraiun+SEuRRSsSPrymh1TulSFIq9Xvx6STh7NPp3c/K9PZr9NzExv3LcxKhKTV6gi3lieKNS/nqhRluwU1I4ZzndT7dnQUReuPGFFxt8Cy7iiK1GWO6kvKDy495pM1mTwrF32M7nSR+SbuDS90xIj5ymM3KVl343/t9YhlWMTcU7cxICsoG75g9ngc9ZxbocBo/tNktRIJo+FkUnYsTXb1VMc4aPzxU5AVI4qcwq+LTkBiwknERgRgMSuofVbF0XLhFMOw4TbbpdayEruOJuBM3GEEyufRhOCm3HLjlF9VGgdaEuhGZAtPKhuw2W7jAEtv5S4cTTiDuMOBypkhITdh2gjk5PFUbjlcYiIS2TetDJ2kI4OLixm9ESb1f981uisrNZZjDXIF6Wi/hhQWb2ICItn+DaujkKDeT0Nph00zpHXR3DMiVxrKFIEMYU7jVGwkgreyLfXJEr0YVDvt8+ZA+7UULX8JkepGeKujErT7aaXocDjQmR+gEgnLgi04cCwByYmxCN/O7Z2y4Txa9Z0Dcs+P5+n0o5LtzbI2C11yJ4aE7jy25HQvKuR8cLpCcTl9MgbBHzOnFIAi3Rkv6xCdwJVlYiLSyjr1LTZWaI5O5HN7ySzYcgDHEpKRGBuO7dzeHBvOt1Ky4yyLqjNJhWjjexxpGprzo3KdPokjO+hZU5YFOEkPX9LCMTJhTCsBJ2MjELCY5XsfrAPtuJai5TUhkm3OtxpRHAZppR2w+Yms9F2juwhTuzzWoFcCLR9EztVI40FxS1YUfE6fikVk8FZ1e3WygVuMs0Ir6HL2abThpMI2nf0anyea2LjHYU6fQmxkMLayIwIsFiyMqVa3+NcwMK/wVqe1cfpoRlYc6C7QNlO0LNyC/UdOIjn1DL46vBMfy9iTM6FMFI4gw+HC/JYmk2flwkyEAm3wO5rOab5Je8NzHVHKPOFkLCICtE0o91kp6zfJB0ulv5LtjbUWWYrzgNSdp26dsFdxHiw4vXI2pdY7+iAaTs5lZ9QPj3VMn8SI/wmyYoTQhaL0FbLzaOhBccZwjkb1hN1NJdxe7lI/WprYjpLOSiN15WA9dYCRNcp7jkZ2Quom6KNqQZO606xBcKM89PGwchuikf+6iMss6OMCWsmGxtPWEMVHF9j3fRCUaJxxU+5L6LuTpBqq5fh91z0J5AU3ew3wRwdY9hfq91IhG42VRar7vKzOICf+uvm4SYe8RZzLRlrmB6yDcs/aIfp/fU4XHQZwkWfbHUTQsGsL+p1bRG7EUh7xRxVYsL+wXY+ZowtlkWxfnNXIkCsGF7K4ScvJ+ZGw9nr1kMa19FA453Au0uorVDFjBzyy5O214ZRkOu9f4xw/e4v0aHras/IYBXQvotB4ephm1D0dblo6lFStSVdOvybJuSUrjKQpckl9d5Ck7nt0HPf1nEgJNJx9DvecxDKSMFIf7iQxcm3BcSqkhrvV/6wAACAASURBVIFzhaf0JKxBOj1JnGzjXkx3smZ75EiPi7Gd6vbCqFJtnygl14CtDVXVboY2TfKkyeRZubCkKNAaWXFRyWvhvdERvsz7UMjOS2M6ZZIPNR2pG3ks/AErBmFDzSGat/U5tPGjhqY/XNgUF0zDybnsGPHjgnumP7oXRv5HkBUjhi4UxW7do3eIxnBSJ9LZLrOBWWji+IqWhFFp+lC+hyra7jK1S1XqTFd3aQ3MajLfSVKLVPlllIc+H1ZuYzzkv4u4nIJKvcinJwcHW9uRQU81Plhr9LCjRVaIRBK6LqxUy8blKe5yvmoRTp2hfLaSmiEJXedZL004CH9w/thwN4aWlSXefCiOvTQMWSFj4S2JtLfm4wzUZ9MKcGE8mlXojLrCIn+MPHqw2KK0Tm5DKN4BsrAmV3L6NGsZhxNnZ/Kx3UUMxckST3bsdCWLybv0lpPzIyXFVUZHlLMFTMiWi7TsVuwxLTvCQUeXrEi9+ZSIB8PankFPRT4IXs21/IaqO8muvaAM6XpDVgh8UtcFes6TBRFmCj2cfQ73nCQy0jBSFy7QM6wsEXdl4qZh4Fzhhaq9iReU3Z+dyIqEnmzWQxZDj55wrV+mT0zypMnkWbno43Whi/pA8j/vdIS3VTusrA5gmz6a5INP0tGSSHca/xgZ9dlUNxciXnMefHBS2MOSLg0n57ITZMUA54T5yylKVG0/Bgf70dNSgVO0UrbsrFCGYbhwrDD7rVFq65tsHx5wLBs1ul1gOaWxLMGqVaxbfKPhLI5+WKNY65ZsoRyAY9k1ut1QnfDi5PFU7gWbgxAURL97T0H1i1xcLG9O6RGn+iiHzqsJhtXm0Cr80BpuPJW86SFZWbBZkydoL05pArk1NkdbIsV9OXJd9TzJYrgiK0O4wea2hNfqWsx8vh0NrMdrDYpMa3kaeliyop+nxMavw2/zkXK6wrXq7G0Z+JRW2oE3bFxlvwCbWVkGBWHvKaUC4eWXfw/dUOd7hPO1rS6gAw3HWUu0CIO8s/vsBNLS05EufzNRLg/T6V6W/2jOz4Jlaz7BJ2tWqUcWzA8rAZsDqIVjDpzLd1Qt+gcH0d/TgopTlNBZdqLCMA7qGVlZgqCwcISHc98wdoSAuzkrEh7lrFbIcLAVNodG9kJrtMkBWj5iUF3GGjafIpP0THnRsyKD52hDIt25enku65XlMObs87MTabQs0pGeWe40jOuJjXsSxtkPONCWSH3U8lz5XCwNA+cKL6a6TCWbn2aSnkljz8oQbu2kOhd2x6UNcig4/+RwYfJqMnlWLvpIOV106ZvIG97qSBRq+wcx2N+DlopT6vycnUyxTfKhl8uGGt0RJBZYwm+bNzzkF7l8cL6Ej1PDybnsfNYxPgE//BY9K0YQOUVhlYh2DUGhvDrFVcuEHAKYgXBGbORKZT52ZzTSCYWc0rCWq3xl8xQ4YchheBnhqiLLMszfjYxGk9mM5DUf5NbyRZzEGtCeeV1czOg5yehPCV2ZKxQnHmKVyYnUdZ62OoNRpRPTQ7Kiw8SCNZpAbsmK1HORjvUvUg/xc5aXYOSKrNhQ8il1lCeaXA7xONqT6HlPy5DjEynipZLQWxxIe4QssGwrVCtwJRSvK8uw5pNPsGYlO/TQAstHCXIvjOZkqPwMwzXF6iRWPlXYSlSywyZD657LfxxoT6JEelkOeiVeFn06AeohR/pYXMpF5Nt0CtV0yZsWzoSssLxw15BC52EAz8iKXm697rshK1IXMlco74ZYCTkhvXDLKHmpUjHW56MXxazi3ZCFjkF3E2xZvjn8pB5cpL1fi1JNhhxd2jo9c8rlc3Mb12NhHsbZD0jouUh7IxcpW7rrMdD7JPJ+bzE7YJXMOxk0DAPZUPYZLaPjDQYbHMINbhK/xbIBpTr/QrHj8s3k1cs0fLlwpUAyoPkdTgcJXppvkrvCvNQRE10MKQSrWnhfzvKhl4ucK1uMQFWmbShk7N8YUP7P5cMHsqLXDy90zFQW328KsmLEjlN4y4IlWLpEqyBClFmyyhtcOGeFsqPLmoloNrZosSCihlgXpzSR1ejtvYc4dnruMX52NyeUvQvWzGh1vN5iiYAcFRdE/snJ46ncwQU1qKuro99mdRjKE2Mhyz7T2XDCuiDs2bMHe/ZsU1vPQZW8N/GQrAQXoEaVpw7N6gofDjcTY7Pfi6KV/joUGVrdOphckhU71PNhNhoPP9RisFUycrETt7RGtRaA/XKZDgtAr3bt8MGQanX8hz106SgXbDuJCurZNGccjIIaVpZ1qGt2sZrEXoeD1MltNB6gp4pnQ2Ugdag7b+lXJn0agzNJSUiSv+kocTHZUZNLq4wdj+twhp24fVDpwXIOx5W1ZQGWLF2i6pTFxeRyz8jKTmRer0BFBfctTaSnYLsmK46OdHXS67ogouN7sGcb8wlBYGpuzIfUU6RWJtsu59N5aWargTR8VPjt9xBFy2idmUJztv5pzBlaFklISi+h58BUI5i+74mNexLGzMfdi6I6sq5I7m02YuDkR6QeFDG92nYZ+euV95U5K5yP+Mxog3bURK7EQnoKscWy3keyQpb/ui8XtQzkH5wuuvRNZAW8tzpiwYIlS7GE+X4LW4BBU+fK1xl3JiF34GlI9TA9UVw+TPwnidFd2fmsY0xUP10FWTEC6aQodjTF0e7OBXFoYnWKUzhjRIRx96CAHf4mj0c6K82gNYxWtCuRyq8gMETHTwDVz7egAZ3kGYHcTnEZhCHrX9qT9Sc8qyyfOrCAcq5bknNEbFxWjdIZE/WR+sNdmAHcYquwlqQ573GhxkEs0lXPCmCrCqblsAxnH7BC5l52tCPjE5q3LSXqCgguhPbTTTpaICLPXXXJetgdY5pcng/dREdXF7q6e2EzzOx1cjK6BMz+2FAVTPOx7CzMs5qhLt/eUkKWJnGyuHB2xpRcydV/hc5L+DBJnrvgHM45LXtTHB3mW4A41QC1FD0jKyakYNgJtg60Jy+iekExM+h5QLkydOecDwk9hWx12Vo6x8AzsjJw6wBNcwnSzMjgcPY53HMC3UjDDNxSVywuSVN6f5wwMElD6ilEAMVwLV15xibYDpYzvJaZn8hur0Go/K7vZIX0jLkrF02rZJC0BoNLvR+BjtibEEeH+xbENWmEwwQ3vVyKbHfZUNCww2bONmWMz5Oy073jkYy6N0b8R5AVI4RmhdBfjt3UwDbkdSurNZzCSegtPYhNBzJRy+apODqQyVqSsY3mExUJoWFH3W+lQwFSL0oPbsKBzFp1noqjI5Pu1WBBbKOhxiJ5cJIHgEdyGwFwEZcumAOtiQsUh7ohF83t7Win34c1X1FHuxWl6lLiUSIrgy0oOLpGrUwCS1z0JjDZ3ZEIRxtS2fJqyzacsWpzBaT+OqQHscpqIeIajcSCJUCv7tLhg3pKVlw6SpMWER+/i9+OtlR1Cbdl2xlY1SEtMoyZjiBWIS+MU5bS+4usOB6hiA2PrM4zn+dgmlY/yndT/DfkKUfec3kbNbLiaEUibc1vyG1Wdby9/SFqvqLybC2ViauTsyfySY9QwOZCyZgOR1YG0VJwVLVzS2CJ1tvJ5dfU1r15TsKa+Qs+DjdhBlsKcJT5NUsgSmgPqBMGpmlIeFTwG9VmyRADIyuw39f2GrJsx1krtwncUAcqEjbT90ZCVtyXix6C4St5jFBH+st30zxt0OYtmuKml4w0ICYDWXEMDWJwcNCpkWXMjSf/BVkxomSqKA60p7OZ6qGoIo0pY7ihWrWVLI/xLVrCGeRK2lIwV35H61m1qznMOogh9Zh2xSEuYquMiMNbmWzYXIlmwCiPfNu93GQS8OLFi7Xvks1IJZvXcXE5hVm6A/mdLThJK7RNxqEERysSaGthU1EfEw614dS5u+tZsViwiJdn8RJsTjWsRqFhPmQVKr2uiK0yd+x8+Q5DIhxdhepKDmWcdjGWc/uOkHsBWW1aC4iPm/89TDpqUL+SFTIRmyvLxYuxZHOqi1VLDnQVsv0aaLksXk5b//S/JQBZbYyUmeutmg+TH1rFxeTS91AcrFSIpRaO9XyYp+VoT1cJVqhsgFqio0VWHC0nqQ1vgrOaJ9Denk0gau6cD0U+qfsytqi6akZWKD4fMtzpdUUsqtRhUC2v8i/OPk2HCbjnTvbriY27DMMWBDBZVyC2SmsgOGHAyaGTU+rGZdZA48kKgKHmVG0rAhm3RVixnA27sXRHSFYIX3FRLnqkOV104ZuGRqojjnaks0ZSaJXSG83h5lR+xP92k82ZfCQrTvlYih353c6rCjkZdGXHAOKeO8nI9AdDKKcjC4vOdQ6/MzOL28VVkBUjMFwh6ArJppGRRQktcJiEG2zIRfRmbhWPbGyb8WVZF50wxim/rrVswx3WpbeAtGYH0ZAbjc200lcqTgssm79EWZdJrwrJg4k8ctbcyK3GqzpTC+Q8c3E5h1mIlKovXDpxsiy3NZ46lfUFdFdGD3tWODnUdGWcONz4MPOX49Pth5BS0TE8gZAxcj0MxNRA6qtFZoS2h4Qqx9pQpFl7DBP/2FuG63iRFR4b+TcjAAb55L8S+mozEaHu6cEqAgvWhqbBynoH5bAc/jq9NYtXuadVXFq8MpZrgnG6TCsvLRyT1VVaNtQyG1mUgBbODEaHrDjQdILKvsk4h4KMg7YinuK9vuCxs7NXoZHQfYn1CLggK2q5zcfyT7fjUEqF8x4janxubJ2FcWu/nti4+zDzl3+K7YdSUGHYSdapLDk5dL5UJguXsJnmW+1ZofLb20sQt2M519gj5bAI27/MoHN5Rk5WyHCQWbkwCJUrp4tqGXH6fPQe7vtBR2xq43QREohic7ip/kdNfyFdROA7WTHGuTDVZPNETgZj2cnYcM+N8ZH/yjuCrOj1aSL+s/ehvbEezV2DnlVubvJg72tHY30zugY57+wmvHjkJwQc/ehsqUfdvWZ09LEeBj/FPcGicfR3oqW+DveaOzDFszrBkBfiuEfAjt7W+2hofQTh/twjNR2eip6V6VDKIo8CAYGAQEAgIBCYxAgIsjKJC0+ILhAQCAgEBAICgemAgCAr06GURR4FAgIBgYBAQCAwiREQZGUSF54QXSAgEBAICAQEAtMBAUFWpkMpizwKBAQCAgGBgEBgEiMgyMokLjwhukBAICAQEAgIBKYDAoKsTIdSFnkUCAgEBAICAYHAJEZAkJVJXHhCdIGAQEAgIBAQCEwHBARZmQ6lLPIoEBAICAQEAgKBSYyAICuTuPCE6AIBgYBAQCAgEJgOCAiyMh1KWeRRICAQEAgIBAQCkxgBQVYmceEJ0QUCAgGBgEBAIDAdEBBkZTqUssijQEAgIBAQCAgEJjECgqxM4sITogsEBAICAYGAQGA6ICDIynQoZZFHgYBAQCAgEBAITGIEBFmZxIUnRBcICAQEAgIBgcB0QECQlelQyiKPAgGBgEBAICAQmMQICLLix8Lr6h3A3vgi/PvKL8RXYDAldWBTTB6InouPhoCwe+HvprrPJ/XaeNu9ICuazxnxL6KwTzwTIL4CgymtA9+dFzbujmvExurHCH4yP2pKl7fwacKnEx0gej6eH0FW/IT+3ZYu4bAESZk2OpBdds9PljO5oyE4iMpcVObTRQfKah6Mm8EKsuIn6IXTEg5rujgskk8yHCQ+gLB7YffTye7Hs5EiyIqfPK5wWsJpTSenJciK4jiE3Qu7n052L8iKnwjDeEYjnJZwWtPJaQmyIsjKdNJ3kVfFvwuyMp4sw09pC7IiyMp0cmiCrAiyMp30XeRVkBU/UYXxj0aQFUFWppNDE2RFkJXppO8ir4KsjD/L8JMEIyUrT879Au+HZmDJjhh8c9RW1QTjp0EXsDQ0Gf9z5miQix349pIzWBSRgyWrQ5xWSfzJilQsCb2ANxfvcXo24Z3B8/vwz9vOY03UBTwzdzSwo3E+fxBz92dg6b54/MWzAXjipVi8S/Qi4Ah+f9T0wvv8CLIyAcnKC6H4l99cRMCZ64hJuYpNYcn4P/OCJp+tTSA999UvMV/36w93Tyn8xTCQnwjDeEYzUrLytaV3IEkSJKkMP5rhfeXhkVE9F4N4OQ0JYe8H+teIZhzEimoiP/1eisHXdE5nB/4xjz5LisRTumejlF8v0/jm0jSsOZyN+cv26rB5+q1MlLJ8SRJOf7RD99wj7D2VZVYaHsppdWH2CwH42uIqimkR/tto6YWnsnHhBFmZSGRlB767vRINnI6qdihJsJVm4R9enBg25ldb4fRx/OLdg3/Zk4W1kefwb7MZxpyviz80IX2dr3gJsjKeLMNPaU93svKN9U20UnXgYmI23lkabKjQOQOekGQlEP9PIiVTKYfxtOoIg/BLK71vv4t9h1Pwry8xpzQKVwNZefKVU1gfdxU7D32BP1JlGoV0vYxbkJWJQ1a+s6tRayT0NeF0ymWsjbqC8EutGJIJTCeWvjb+OuNrBTmh35sRgf2UJEZ8oDUAv70hFztPFuLjVfqGz4TOiwc+QJAVPxGG8YxmrMjKb//qCJ7bnIIPAuPx03f2mLP2Z3fhOx98gbk7U/Dquhj81c+oozLtWQnCX70fhZ/MP4zvu2l9Pfnz/fjvK0/j7R0J+N/v78Pv8Io9Yxd+GEcr9Jsn8c2fBeG3yBAGH+YZPVn5+qxIPLs1BW+sO4K//AUfdie+8x6R5yD+iPQk/DwUf78qBn+m9irsxLfeOY6ZgcmYvTwC//l5/l3yeyf+fOFXeHlnGt78LBY/mKk5ECbPN987gTk70vD25hP429nK8yef34W/S6F5SD+K3yN5mBGAp38RgZ3UGRWs34Pf+dlOPMny9UIIfrAsHm/uSMD/eicYX2f3uetvzY3Av32WjLc2HscP5pj1yOzAf343FnN2pmDOyoP4vdn6npUnXtiPH86Pwo/fCVHiZ//f2ounnwnEH77/FX61KwUvfxyBbzphvhN/9v4JvBKUjFnLwvCNGbvxXy1R+PF7+/Xlx8nLMBruKsjKBCErLyWhnOrnwIV4fFu1E2oXs2Lw5oZQg58Yxoae3YMfrjqNt/ekYO7HkYodqjrizr5G03b1cT81KxIztqXinc0n8MNhhrSfnBmB//N5Ciw7TuP/e3+vAYsADG+jAfhPrx7Gf2xOwTtb4/CPr2tDa1//RTQOUfyPLNot+wfSa/zbr0bgx/Oj8IO5ept360ef8T2Pw9mrv54LsjKeLMNPaY86WZlxEB/fpJUpNQ7S1dubcxrfUh1JAP7goyxcsBvDDeHc3nB8zYSs/FlQC22V1WLmLGPFT/7vxj+E1+ARl6bcxdx7G8vk8dhA/M0pY3oSbn+20zVZudeAx7r4urB/bbBCAlQZbfhsXT6scrjHeOfFADz1yinsqzemVY9VFsV5PP3WRVzRxUvCDuLkZjp/5tkQvHrZobVCadiMzSH43yXGeCU82BGN3U7xtWPmC4H49oZrqDI+u34R/y8jhjP24cXEh05p5Rw8rBGFn0ViWakh3e4u+o5xGKgEfzuDGxYavIrl+XZ9/E152lDRizH4vMYQ90MmjxX/9JxZWXt+b8Hec/KGaETvzb5kR+ep8CH5MMsfu0fOTPFXReBLPH8W1k91oBQ/8qBMh7OhJ+cm4qyT/6jDy7MDMKx9jabtqnEPYVfYbQzqbK8Tn73j3CgheP7p1mrYdWElSCWn8cfEZ3pioy/GYE2xs88YKDqH//qzWGQa45Z68eYv9Q0zZch7OD8agCd8zKMveuPrO0Tvx+sjNoXzE/KkEH1VAPLe8HNWduPnpEJ9UI8v4nKxKekueqihZK/bJaf91Lws3GPG03EHh768hJ3p9eiWJFhD9uNJ1RiUOStPvnoOlTR8/GrziWD/JbxTrRCbr5Zi+xclSHnIKsEOLH89AN/aVILcXnavBakFVfiM6xJVcOEMmKTZWIWQuBKkdWrvvU7GfDkZe1leeqrxwosRCOyjYcsu493PE7HkwmMqWxl+TBz1L08iQ5JQf70SQdF5CC8dpM/v4YVfBOBrH92m/4dwPuEK9mXfR4PUg8/m7cBf76/EVeakBxqRWnAb2xfvx0tJ9ehiclTfQXJeHn7yXgGYbNmxqZiz5QJiWD5SovC1ZwLxgy+1tLcFncYroRVopfFEzCetrR34hwss7xIun7uKPZnNKtaSNAxZoXF13ryNuCJGcCQUfUqIWxD+o4DF3Y2E+EvYlnwPfSwf0sjJynffOOCRvv/hrD2YtTEeR9LLJ/x5QmQr8WUHMuQDKEdiy2P37g48yxowWUe4oUsXpHPGcDa0A/90merNYC2CT1xDXMUjSO15+B7psRnGvkbTdvm45cZSTwMSs2txl+m09SS+wTXa5DJ4LgZn6POBa0XYnngLl9okNB8Jw1Oe2OiMMKx+wOyoF+dSrmBzXLni6+6n4zvPHcRHmU0qGeq7eQfJ+VfwP1/gfB0d8vbEj/qUR2OeR/m/ICt+IgzjGc3okxXSEtihdGE+G4Q/fiUcLxVTQzofhaef2YF/Zo6mJQN/xXUHP/niPvweUWKOCORHpGIXM8Rzx5wNnYR//jiSqLHXHuC6kmeEYmkTTfvKMXz9Ga53pfCYYWItc5ycAQ9ewf/N5HvhKI7TNJp379XJKEnVePU1pRv168vYBOTb+Pm8UPzFa6H4i3lxSKTvHpmvtKyeep4O6/x8L7796wRcoM+Pzg/E11bUUTLwEOsW7tGGc2QDD8TfZ9M88XNWZhxSe1dSlyok498Kabj8k/gekeO1UHx3HSNC5fjxz44jlaab+GmYIutrYfhZPn0vPQpPP/+F2iq7ukVbHfWnuzuojMOTlfI9+2kedmHOXSVuR2wYnnjhK7WH6eRSrYfrW3sY8Rw7smKsuAlxmWi9LoRIkcMZjbJO/P87MauR6pQHEzmHt6Gd+CnrYbyXg79nwyvc8KI7++L9i79tVxd3bRq+Q2X63c/bFHtx5ON7nJwKWYmVGy+E3Nw6fEQdJpWHcZ8f3kZ/ewmz6S4sf53ruXl2N779S+rXZhzBV9TWtTkrnK8jZMVTP8r5Z8nTPI4yOTHagCAr48ky/JT26JOVHfjLTVeRyQgGNRC5lUFW3jwbig02xXFVbdTGVHXKxhuD+v4DzGGGZ1D8J+ddoq2GVrzIhjdomN/ZQJ2E/RL+y7NekpVT/Az5HfhXVvlnRuNpTsa6HVol/p0IG9frQB20mgcJ1z7ZgSeeC8VLJ++i3uH8XF7BMyMcy6q4Z023sFhdWughWXl2P9YMcHFwMshlITXj+TeyuF4Mk7DWr/D1lzNpz1gHXuKxnZWKNjnO4chKLX6qztfhiGrcQTwxN4PG3YW5XNxPvVVAMRw5Wfmnj2LkHghy0rirr073DLpFejDG+8j5xPzbw5IUctKsq/yR++N74jJXKdYm4HcNGBvx98SGnv51Bq5yOl2bfR5/x/zDcPY1mrbLxX1+hTYP5GtLqqlOF2oNIBWHQHz/AJv4T+ywE1/ti5Ybbk++OryNfv8IHWatTzBvzJF0PCArT3vqR5/XVmt6nkfWGBybqyArfiIM4xnNaJOVb6y0qpV16YVCrA9Nw9oKWhHKy4T34+N+5X99oPmQDt86qT1fhBQ67PH4ywjT3pAnX8vBgOy4OvCKbhJsAH53K+0BGMzBn3tLVlL51TY78C9XaD7SDuvISjTtLSFO91uhAzT/FZi/PQnzdN/T+OeXgvDvbGm01IJjcblYsjsbedTxasuNg/DDHSW4zIaUJAnpG8mMfY6sEDmYw3PqWQnBUjbkdf6cQY4kvLE5Bn8yN0MeeiPk5egeo6xnMXdJsEwoyPCcJPXgLX5is2E1kLZ02TBnRSqV57AoFZKBrLyYRJex2vEZtwrk6Q8r/UZWvJlgS4ZXyNwOUrnzFSgZIhqvU1zf3pGik4XIReQh9wmJ8fQzUrvn8fDl9++sqadl2of187jWP9PfZwLw9AtK5T68DdEK7+cReOtsgzrUKUm1mD3bA/viCIXfbZeLO5zbdsE9WVHy8433knGgkg3LSpCKEvBHHtjo/3WINpAeJOMPODx15cSRlcMWhj9HIpMi8bSnfpQjK97mUSeTK1n9cF+QFU89wwQON1Kn5X7OSiD+LoNW6Hl0/5IZYdj4mN6TyUogfsRWs0jl+HeuAvytX5/Gex8G6YZYyD4rX59fQh1dPza/xQyNY+gzonCYVvYDp4/iPzFl/8VR7BvkCIa3w0DSDfwbIz8zT6nDIRWbdjnJyIzwqfc0WQPna0MbTzwfiv+1JARPzohWh5PiFyvO+al5eerEYIWs7MaPVx2iE1x341/P0Ty0ncXvkTHs0+x/Bv6CDVM5kZVA/PAsDddTgB+/oOH19deO45/JhnEzInCA4tb5ZRR+m+H2zA785fIYfIt0Vz8Xg9M0TH0oG2ILxHcje2mZDNezopAXBR8DWXn2AD6jxFWqSMNfExlfOIjF6oTbkfeseENWeLMlQ0A8USAEwRtywMfly2/Sm2NGmkh+fOnpGandM/32+TrjEAJU4t2EjUu54c0ZIfjXA7fxWGrHstcDMawNET19MQr/8Tbtmf3lMURTHW0IOD68fXGEgt/Hadh0PbFdF3EPR1Z+f/4X+Bvau/h7S8upbT3CGzOHt9GnPyij4SUcWck1AF8Ix9xdR5TelhkRCGEYhTE71pOVpzz1oz7m0WfdUf2S5sOGi0uQFV+8zgR7Z6ROSyMrEqT+QfT2ad/O8mT8KLyPGs5jpCcX4XgtrTCJobAN2OacQS41HEnqQ0lxNc7fppNQB/LxfY65K84kCD9l8zQ6cpRJdAYF/uNNtarBSm0NSCtswH01jTrMkTdC8nIYSH6/Decv38UdNa4b+CdSqbow2CeeCcZcNp4uSbhXUYMzxS10A7VaPPfL/VjZTTHpqsXB+BuoUONWNnL7g3V03kt3Cy5cuYs69vyyQgC/vviWlldpCJdDD+BJJ7JCdpU9rRIsSerGpYLbZjS7pAAAIABJREFUuFBNy+faV3J3/J9svqvF9eA+ki/XoYTKd/4TMiE6ED+IG1LDPKioxtkbrIxJPkZAVp4JwO+urKB7bHB6wvLrhwm2vpIVZrakR4UQFeYcybyR0f4QMmIctiFzaHwhKUzWkdo9y/9Irk/PS8dltWxJeQ+htUvTLXnORmgohrWhX+zGz64q+tJeXYekUm3i9pmlB4a1r9G0XVdxuyUrL8YhTcalD6XF1bjYzGzhNv75uQAMb6PB+FU5e0fCQ4LJtWY6TGvDll+TSn4H/pH5UJLWYAOWvGEgK88EwCM/6sL3uc2jwV+PRI88eVeQFWb5k/g6UqelIys6x0MMIBt//vwhrLyhGY4kteA3Md1KZcfICunyfSUOO9kmZiweWyP2rN+Hp8yM4UWtZ6M+/IBh0ikxxkD86epLyDLM0xi4fgnPvsx6Y7wjK/0pxToiIT0ow1w6kdaVU5INacY+/CyOXzFD8LCj+Gwivkd2e30nE/ksz+RafRmftyqYkZ6Vr887g8g6HkMJUm0hfqr2Qu3C/zhYo+0EmhiBp8zICsU56LYhLlszDmwNw2/JDiQQ315XiGJeHknC4O0SvDqP9gzN2IdfJmkVAqlUKuJyUCa/MzKyQvD63QUXcPT6QzwcHMS9qkp8tJm1LG/hH1jPkY/ObqRkhZi6kTyM9pAQ36ND8CHzZkb6Gande1JBeBLmyZdi8Um+XpfkOVRtNdi6IVQb5nVrQzvw3W1luGHQ2Yq4WPmoh+HsazRt11Xcbivy58PwWiqdW6fmqRVBK1gviSc2ut/U5xTGn9L2tPlFNFYVPFIbHvvf3WmyW7cHftTMP5OVom7n5XjeK+KJHg0XRpCVkXqMCfD+WDmtb7xyCD96O4QbWnChrM/twXc/OIzvz+E2MfOxYmIK/PSLofjb9w/gD0ZY0cnxPRuEb79zGN+frU2WY+kMf92BP5x3GD/6dQi+YVwBQOP9m7ncUJEh30+/uB//bX4kvjvbdZjfenEvvskN8biU6bk9+B7BeW6QCdFTyuZrs8Lwow/C8a2fuyqrvfj++wfxLU/SM+TFpVwm4b4dQiuz/ix1NYU37/Nh/UFWiNnyhIX0tIzWSiHjfijkvz8+Y2X3PPZuf8/YjT9/+zD+x3uh+KbbfVfc2NAzgfj9Vw/hJ++H4Y+NOumBfbmV7xk36Y44bhf2NWM3vvNOFP77vL20IeEcblgbfWYHvin7nGD8ttHnMFt7did+f/Yel2kwXPzqR1naY3QVZMUfXmOc45hwTmuMlJcZoLg6O8BxxeT5Iwi734bM7FIEHL2E3Vmtasuvhuy5M0L98BdZIWbLDwmR+ST+/hBCxA85kR4Wf32E3U8wvR+hXo+rzU4C2QVZ8ZfnGMd4hNMSTmsiObqn3rmCdrXrWxuuuhr3pbJ75wgdoz/JCjFbEh/Dz98TbslwD4ub7KcykjkqRhcj7F7YPdOt6XAVZMXoASbhf+G0hNOacM7qZ6H4hzXkjJdU/GrdMfw12y9jhESF5NPfZIXv/SCEwl8fMqzEl4u/iZCwe2H3vH5N9d+CrPjLM41jPMJpCac11R0Vnz9/kxViuqPRu8LPVRmNISZh98LuebuY6r8FWRlHkuGvpIXTEk5rqjsqPn/+mqDK2x+Zu8LS8Ne8ErI0mcU5Gsujhd0Lu2f6NR2ugqzwHmuS/ibd2NNBWUUehXMmOjBay4zZGT1kQuxIP0abHI2VRjzBErYhbGOq68Bo2JCndi5OXfYUKQ/CkZbbVFdWkT/hkEdjCIiZF98TMtJWHN/rQTaDG60PP9Qk7EPYx1TVgdHomfTGJgVZ8QYtD8IS5kmcpPgKDKaiDox2y8qf81Z4skJI0Gh+hN0Le5+K9s7yNNp274ltCrLiCUoijEBAIDAmCPBkZaQ9OP6Ma0wyLxIRCAgEXCIgyIpLaMQDgYBAYKwR8CfB8GdcY42DSE8gIBDQIyDIih4P8U8gIBAYRwT8STD8Gdc4QiKSFggIBAAIsiLUQCAgEJgwCPiTYPgzrgkDkBBEIDBNERBkZZoWvMi2QGAiIuBPguHPuCYiVkImgcB0QkCQlelU2iKvAoEJjoA/CYY/45rgsAnxBAJTHgFBVqZ8EYsMCgQmDwL+JBj+jGvyICgkFQhMTQQEWZma5SpyJRCYlAj4k2D4M65JCaYQWiAwhRAQZGUKFabIikBgsiPgT4Lhz7gmO65CfoHAZEdAkJXJXoJCfoHAFELAnwTDn3FNIYhFVgQCkxIBQVYmZbEJoQUCUxMBfxIMf8Y1NdEWuRIITB4EBFmZPGUlJBUITHkE/Ekw/BnXlAdeZFAgMMEREGRlgheQEE8gMJ0Q8CfB8Gdc06kMRF4FAhMRAUFWJmKpCJkEAtMUAX8SDH/GNU2LQ2RbIDBhEBBkZcIUhRBEICAQ8CfB8GdcomQEAgKB8UVAkJXxxX9ypF6fCeR/Kr5TDYPSYMDWO+46eLelC9ll9+Tv2zuS8cQzAfKX/Gb3y2oeeCSnJ3GRMOP+IbhXRAqbmmo2RfJD/KX4+B0BQVb8DukUi7DqBHB2pvhOVQwufDDuhIWQB0ZQXF0JafHkQ8K5ioPd95T4eJKez2Gylwmbmqo2RfJF/Kb4+BUBQVb8CucUjEw41alfqTysGHfF5YdsGKlg139f+YVX8s3aGO+SsLy9I8WruEYlMMF7KlfUIm8AaQSIj18REGTFr3BOwciE45n6FcsEICtdvQP4w1l7TEmGt8M2JLxZXOQeSWfcP4KsTH2bIn5TfPyKgCArfoVzCkYmyMrUd6wTgKwQyzmSXu5EVpYdyPDJqMx6avbGF/kUl99fEmRl6tuUICt+NxtBVvwO6RSLUJCVqe9YJwhZIZbzk/lRKmEZSU8I6UH57rwwNS7ye8J8BFmZ+jYlyIrfzU2QFb9DOsUiFGRl6jvWCURW+AmypKdlJB++p8bTCbojSc/jdwVZmfo2JciKx+bgaUBBVjxFarqGE2Rl6jvWCURWiJmRSbCkh8UfHzI519sJuv5I120cgqxMfZsSZMWtCfjyUJAVX1CbTu+MFVlJegeovgr0NAO9TUBHHnDlbe+dWspr3r/jUx5fBlJme5HWLKDsGnDpJeDsbCD1Zfouf3+clohPMLJCJsj6a3kxicfbCbqjbt5jSVbObwGaq4FeYlcNQGMskO6N3hKd5PV1NHXUl3TeAVoygSQiF2+T/P3RlNlN3KOuSNMrAUFWpld5e59bnypyNwZsGt98oLsXuLWWOp2ZQMbnwM31XpABkuZLQGM3kOOtM/ZW3plA7iXg/grv5Du/HEidCSR9DAxkaXll902x8UE2b+OZYGTFeyWdZG+MFVnJOALYKoFLb1I9fRkoiAbyX/dOb4366q1+eRrep3TmADkfKfnR2SR339P0/R1ukqnlRBd3epOVoT6gv1183WHgbwM2i+96PVC33LUDTXoLqDgNPKgEGr/SWoaXwoGm60D9SSDrZeBCCDAoAU3JQPF7QH4skP0hUJ0F5M4Bzr4OlCcDbZXA/a+AC+QeJQOkZ6fqIvCwDKgOoETiNeBWJHBhC9BQBrTlAfnzgLMfAA3dwMAV4HaQEsf5z4H6a0DrJaDofeVe6nqgYhlwLQGwrgLyvwAuzgFKcwCpE6g9CVyYRe8TgjUPKD8DtF0Dbu8BUsaAqJD8C7Iytn56TMjKW8CjXiCH03Gm6/J1NnA5Arhfouh1AevFNOrgbIO+vq7YRGaQYkPJM4HUj4HafOBhMWDdrpFwko5Lu1gKFH4JtN4CGmKBNGM6s5QenYIvgAcVQGM8cIH0Ss402PWvgaooIMlok6/R+zOBtE+AO/nAg4tACSU2OixGyc7GVqumfGrTl6yQbtGuGvEdDoNRN+qXgZ5+INNNb0jSQqDscyD9TeBaDvBoH5C0AXCUABnzgNxAIOcVIGU+0D4EFK8ALrwC3OoBemuB8o1A6q+AxsdA3U4g/ddAfhQwdB/IIOm+DjzoBK4vA5J/BVRYgfsfA2ffBWwS0HEeyHkXyDkCOC4BSa8AJbeA1t1A1ntA2m+AgRIg+w0g9SOgo0chR+ePA1ITcD8cyHpDkefqHCAjGHCUKS3ClFna/csVwIMg4Ny7QNEuQVamqvsdC7KSEggMJWhk3MmO5wDF+4Gst4GsncBQPXBuJmCmgzp9fVdpEHTlAFc+AlI2ALYW4Noy4JwFuFEKPDqipOvWLtqAu3uB828DlfeBxlUGu5gJXL0GPAgD0uYAWZHAYBaQTO1Ftev3gMEGINlgk8R25ftzgDYbUDwfOL8KKHbTKHLCaIQkZqrq7zjla3qSFXIux3CVtHiuYORvA3aK71Wg7zFwnrSkmHOYBzTeBXruaEM6aUuAkgjAmg1I+UDSR8BgF3B9NdeSewlo7qHvEKc2oA3VnIsEbF9wacwErpQBDz4Bzh0CpDKgPFz5VpwDHOeBpHeBIQdwkRGpN4GBNoVE5BVqcVd0A62x2vt3u4G7SwGZrORQ+ThSkrQGGMx2vp+VBAzkAXms257hMcpX0bMytu53TMjKXsB2XK/vaQFA932gK5nq3uvAlT3AzS+BAQnIfQkw00GdvhKbkIAc2stR0QlUvcel8zLQalfmZrm1i7PaO+cigL69gC4dYmsScOsgtatIYMAOZL+kt2uVlMwEeJtU788G7nQDjWHAOWbHo2xPzI+NrVZN+dSmJ1khwx6CjHiGATO8UbvOBmoHgPK3NOclpzULsHYDBXOAvGSgpxAo3w0URALSVcXZpiwC7pQD/Vbg0q+UOSs6stILXKMTWTNPAz079GlcTAW6twEZp4ChZOBqgPa9soT2rDQBpKtblukNoP+hMu9EdYyzgNuDQO0u7d2r24Gs1xSy8pil6QFZIWlcDALaHgAdCUo6o4Y7y5MYBhpzLz8WZOXsYmCoCUjnylnWpQ+AgWogdTXwqBG4fRC4ugXotAN5lIAYdVBHIkhvYwu1idlAzQBw7RXOrmYDdTagcK57u+gN1N5JOwD0kd5SnsTPB+x9QDFnk1c/B1KJHXF2rZISV2SF5P9loPgM8LgdqF6npTvatjXmijW1ExRkRZAW96RltA2axE+6ix21QDbn9FKWAT0SUPAycLcPuELH3rNTAakISJoLkCEU8v7FRKB3pzLGfXcQuEZWBHHkgIRJWgbY6oELrHX1KnC/Fyh9E0haAdhqud4dsiqBpMe6kpnD58hK1jngEZ2vkpMBdB3gnOArijMnPSs92+l9Xp6PAPs9Ska4+8ls4iOpBEg+ODxGsxxEz8rYevkxIStkGKUM6DqqH07MJkOTtUDOOaB9k6KbSUsBSVLIiqkO8vpqsInsdOBRJO2pmQmkrAVsd5QhJY/sgtg/JStn+XReAu49Bq6/o9mVvNKPsxfZJjh5eJvkbTeN2dFCwN6kx2M07WpstWrKpybIiiAr409WiMO4uA/o6QQeWYGO+0BvOdD0WOlZyTkNDD0AmkuBthxgoABI+xx43Am0lwKPu4Ey6tQuHACG+oF767S5IMwhZUUBj1uAB0VANxkz/43mCHOOAY+bgAclQG8bcGeVe7Jy9j2grQ/oPQ8kvwzcrAB6q4AHVqCvDsidq/SsmJKV2cD1CqXle4nOrSFzWQqygYEmoLUKGCjnyBMjS6N0FWRlbB39WJGVs3OB0lxl6LKjEnj0AGhLA2ykZ2UF0NsHPCwEOiqAti6FrJjqIK+vC+hcEKaLc4EbJcDj20BLhaL7V9kwpid2wZMVPh2yDHkF0NYKdJQAHU1A91ltzgqxFyNZ0dkkIzGvA/dbgN5bQEcr0LZPs3nmF0brOrZaNeVTE2RFkJWJQVaYw0h5U5lQx/6za9LrwDnWQmKOcjaQ/q7Ww8LCkn0hklkPCgvLrrOAc29rLUH1HfKcPHtXcYi6++xdk2syc5rk2cvAebJayCSc6T3+XfbOq8B55uzZvVG+TgCyQrbHJ+f5jPZ3eh5kSPT6HW44k+nTHGXSupNuutJBM31lcb0MpLOeQXaPXUdoF8QnnJvruV3pbJLKkPIWcI7tbcTkGuXrlKcPY5tBQVYEWZlYZMXJcY6yQxHpjfvSZeM5Pk88E6Ce6ePv3yM5b8hvrnnMelaE7XjecBgFrPymMCIigoAgK4KsCLIy3QnLOPeskNOQ/U1K3MVHem/G9SPIiue9JJPZNsdVyaZe4oKseENWOrOB7M+Atiqg+COg+LxS0XdkAhe3AO1WoHgxcOED5Vt0Qf8//wTQWQ3ciwCy3wPOvQ8UHgVaLwIX6Tvs3UvHgeIlQHU50FUN1B8Gst8H0hcA1+KAjhqgPQ24uFX53XVb2QG2PB/orACur1GGOy7tAh7cdk9I3GEwmZ2FkN2zSmGcyQohD+7Ihb+fCbIyCr0IwtacbW3q8YVxzZEgK+4qauOzjmSATFp7cBO4SA3+3k1lmenZN4CHVcr9wnjgbjrQWKr/f/8a0EBWkMwGyk8Bd44DBZuBluvAvXTg9kaATBKrSwfuFyrvlhcDjbsUQ7hO37kwE8j8Amg7AZz9NdBONre7DVybCVzKABrIxNH3gZrTQGkI0FYtyIpwps7OlGEiyMrYOmHRs+JaF5lOToXr2GrVlE9NkBUjIXH330hWcj4Azm4G2shOkRxZuXoauJcJPLylEA6yW6o1TtlaOodsRnbRnDy0kJnqy2lPCSU+5VcB8s7lTO0dmaTMAhrJJmcmZKUlUnEGJXFA+wiICsFiKjgNkQf35egjWSFzTcgJySM9dHAy9qyQfPt8QKIgK+71carY65SnD2ObQUFW3JET4zMjWSnPUchIQYierJx9Ezj/IXC/UnmetgK49CnQUAlkzARKrmjEg0/DlKwUOr/TkaIYe70LskLibI4DssnsfQvQZDVPj0/b1W+3jmMR0NEMPKoHHt0BmhO1c3vcvudJN7QvpxHzp656koanYTw8wZUcC9BYBzRu88EZc7KfDwXqP/EhDk/zYwjnA1khBINMViVDNNll90bktSYjWSH5Jvknsnu9wmg4snLxhHJCMrGrrkqghu3VYyg3n2zMQ13m4x6tk8w90vM5QPkloOeSD5sk8qc4++JPRoj3iKxCvGxEQJAVV5W02X0nslIMtJKhGKLUXM8KGbqR32e9I+x/NWBdAJxdBbRYgc5K4E6MNqfElKyQQ+0WA2dXKu8Q51X2a+DsNuBhmpL2vRtAZ7FCasrIvglXgLpCoPOGsoNlRcnokBVySuogOSuH5P9l4HIyYOO20eYdni+/vT2NWHfq6ggdjU5eD09wrWgH7izzjWTwsie/C2S5Wgbqz3zRuLwgK4n5t/HdeWG6OSbTlaywuTQED4KLx5/hyArRhUZyNhXZZO1doLYTuLPIN73S6TEpbw91WX1vFE8y90TP0yOAobO+beRmPMXZW3+iYuCjzXmsECKgJwgIsmJGSlzdMyMrZPJr1YfuyYqq9BuUTczYqbzy/cXA/ZsKmTAlK8VA53XlIC4WT/JqoPGWMk/l5grNiaURAlMNNIVr98iukC2jNMFWR1aIQc9XNjqTt6efDZidmOp0AuprwM2DwJVjyqnK908A5+jOtPIpxWS/FHr6MTvpleyZ4HQKs/HUVTenwepOY34bsMZwe1DMAkpOGQ5W5E5wlU9SNp4YOxNI3w70SUBLKnD9Q8D0FGfq9PIOAk3lQNsloJhUQgbZSRo3CEGl4XNp+AdZwFUy9EjuuzoR2odTZj0gK2TI499XfqEjKayy9uTqzhlNtJ4VT/JjFobg49GQmDdkhZR1xkmglx7b4EqvjCeQEx0qXwPczAIelgJVdLdaojfyKcXEPgyngqdvAGqygYflgHWLomfGk8yJPO70kdlo+ufAzZWaDpM5dLfDuP80fVnPXeny28DdNsB+DbhD3zU7xZnIRI4PqL0MtF8Hqncr+yy5PN2c2I+LE9hd2TdJw4gxuefu607pxTOvERBkxRUxGe37nbeUCbnepCO/YzKk03nTJK7bQFsF0DnCk6XdGaOOrMwC8s4CA18pBmx6YqrZCaj0ZOMHh5QNqooyAVsSkMRvq012o5QAdtKr2SnMZw2nrro8DZbGq57a+hJw5zFQQjdzS1oF2G8ZWnJsN0xy5D3ZrtzkxNjk94CWIaBsJZDxrotTnMnx9rnA4zQg+23g4kag5ojzibH8Nv2X87TwGZ8CrX1ApcXNidBmGA/jVIchK/4gE+48kz/iNyMPru6R9Nx9XL3n6f3h4odXZOV14E4nYJ3v+nRwsxPIZT0dBCpWAecWAfW9wJ2P9Lsyy2HYqeCvAxfJ2VtLgHMfAQ19Sg+u7iRz0nvqRh95Gz27SDneIo3qXm4O0M7tGE38iqrnrk43nwsUXQM6Q4Hs+a5PN09Zr538nL4IKD+tDIHrTovm/cmrrk9glzExsW8zjN35RvJMfPyKgCAr3pCF6RjWnUESskLOFOmpBx5LgHSZzllxdWLqHJMTUMkprr3c1vIvAx025VTXWz2AvK224aRXIpPTKcyGg8xcngY7x3BqK+kViQT6jioki5zE3Lja0GIykhVuqIudGEtWeN3rUU6bdXmK8zygvw+4wJ8wTZ25ejAi78QJjo/14ZM3Ao5rbk6E9uGU2WHICptI62llbRbOndeaSmTFo4m3w5KVfEAiR0/cV+yriR7651KvTE4gJ5Wujeo0sZeULYA9S9GbwQbt7CqJnQpO9HA2kPU5UBED3O8EmshQFH+S+XD6yJ3GTNKseADcfFcZIm4dAPIMO+DyZMXV6ebZF4AH9PBBV6c4X28HrKzHkSPmuoMRObLi7gR2mayY2bcJxu58I3kmPn5FQJAVvxEQbo+Vi6uAkq/okmJyn+6X8vA8kPcBQNh/cQLQkQ1ksf1V5gNVdG5JaxyQuQJoosM3Tvum3DLZv2WEPSiucHBnkLqelQ+BgU4ggwzbuDoxlTgS4wmohAjwh4u9BDQNAvmEVHBkRT3plZASF6cwqxX+MKfB6k5tJTL9CujoBi7OA7p6gIvGrfoNZMXsxFierLg8xZkMkzUbem2oc1Vl58nKh8BQgyH8YsB+FyDj/TYXJ0I7Ycw5cLPyHIasMI9Dhjh8HQpicZhdpwJZIbh4PHdnWLLCzVnJPKn1VrrUK0JGDCeQk0pXPtyTlj2xVXupM1lRTwV/Gai9DzSfBIq3AxXVQPMaA1kZTh/Zacw0zdQAYDAJOBcEDHIEgOkgT1Zc6bJKVlydbv46cLsfKH7V0MAgh5fypzhzZMXdCewybiYnQhOZjRizfLi6mim7uOczAoKsuKqkvb7P9lg5BdQcV1YBkRZ7J5tkWwRcnQlc2A/UHANKzwLtZN+WmUD1OWVflgdVyjyUil8p9wtzlLksTvum0CXRbD8Xsn+L1/J6SG5cGSK5ryMrZHk1mdxL9pFxdWIq6RFh5/uwE1DfBewScI1OKCWnIw/dV+at8GSFtQYJKTA9hXkmwJ+66vI0WM5p8XnLywPasoDHUc5Ojz/BVXWw1CGrJ8ZyPSsuT3F+CajvB25wrcBzZEjHILuaxkvA3V6gggt/KQvoIkvcOQIl54M7EdoJY/+QFeZljJNsPa6kWQSG60QjKwbxTP+y3iMyufZIerlpGJc3vSErhHg2DwHX3nBzOrjJCeT/P3tvAhzFlS7odt+OfjMRb2KWN/fN3Bv3zcTcuDECIzde2u32Qvt2327b3W277fbWg8FVEogdBGY12GwG2yzGYAPG7IjNmMVoX9CO9h3tQhsSEmiXEAIhAdb34lRmVqVKVaUqqVQqlVIRiqzKyjxbnv8/X/7nnP8XfajvKijTMCJa+e09/fuNsZ+J/uEPD0rltVtvwTWx/krAipA3JZK5I/1RpPkW1N+GumYoUkVPVuTOmL+NvmyEldfBWhTnxFjoOqyK9zUdIsQLhzqKs0rubUVgN5bJXL4ttLFSD2tHqx1A+2EoLaDBitMGeQVK5J0/reelQeim7ECuIBsKxS6ehVCeJK0lMSzYfR2KzkB5hHSuI0t6ky7/EoLXST5XBvhNkfMy+m8ZxgLawepvTRDFeXNYCfaBrl64/JaViKmWIqAKC0E3NF+H5hzo7oRCsWNKpVzMB2ZLUZgNO5LUkZCtRYNVp6sexOfCj32QY2kXjkqZWlVmKlgRbWMxirN4O/sAWtugIw+aK+B2PESKcqjKHnMSlGjNoYugqQk6cqGlBjoj5QXIqjIZnpECK5baWF1PC5/ttKyoFYyYGhKQIbbvjldYEfV3eNuyaESHYEVMU34LD2MlkLDUr8ItRCAX/fRBNtyulCKB9xTKi8ZV/aZfX34bKm/C3UIp6nddvmxZES9YSiTz1WB3f5T7WewF6KuxvO3YmL+qTP368uughhUBbpaimyvnu4XLhjy4cx0yxRo0dRRnVXRzkYe1COzGMsnlV15GLLWxoawW5Ek5rxYY7fOwW0CDlcEGa7t/N4OV9igJVoRvFeHt1rCduRTKt0tvADHfmiwriasgZY8EKw3irVkHpd9I99cKa4u53xRz/y0WFt3aXe5BLCyK4A31aCliar8IqCpFFWEtGrIFhWAxCrN8Xb+oq7aiwarSFdaQnmzVriDVb0Otu60ozoZ2sRAFtl/ZVWUIfR/C35T6hD3l6dfGqnQs3TsEWFE0j9glNKQBW0kADNCjWCpccRSQMdy/ITuEExkPBiuWnlG/c5aig5tFIDcOuiKysiUAt9InhAyGWVhTJQZ+dSRze/tj4iVoXGt/v+1XTytlFHBiMbq5OC9eCM3vM1srY/zdVgR28zTEd7M2NqZj6VptzcpwZcz8fg1WnDWo31LBiti1UySsA6uhTXW+IQQaxS4gsWNGmHdDZPf9imWkHHLfgPBlkLoWLon1GVEW/KZkqQBoENgYbv0GE8hh/66ClWGnZUVp2Ez3fSgPgpYueZfNUNIY4/cMA1bMFcpQvo/FaaCh1NN4z7BhxY7+ZoQVO661KR9DvD9yE1SFQu91eR3bENMZibK5Kk3jA9c+OKMFNFhv3hxGAAAgAElEQVQZ7mBuvF+GEkUQwpfD9SIwQkwWFIjth7LQxgeYLCvKuZSz0u81sjXlplj/sQzqzf2mqGITGe5dK7voHwFwUco2Yse3IEFsqRwtZfYmJH4CifpRLMNo1V3OV4MVZ+hS+9NwBayE+LjWsaC5/IboIH0jRFmzaoxynzcv70h8t79HaFfa0QIarBhhYwQGektpC6+1rUOZtnGS3xRLZbJ1biSEWEvTvcBIgxU7VKUTL3EFrGgyNvoy5sQuoyUFGqzYGqi130Zf4DWlO/LPQIMV144FGqyMfJ92B73h2l7l8blpsKIBie1tz6Mt9MKcXZ4OXTel4G5NgRCtNi1bCwBo7bwrzc9z4OYFyRvvlWzJYdxot6el/DVYca2idwdYEe7wG8rhTgN0VULlVtXWX7FrbaoMFGYBAK2dt9SvRupczBGoWAzBQwjKOFJlspSua3uVx+emwYoGK+4LKyFz4PY9uLpWVqRvQtIxuN8sR5QWcUqSoU6Oj6QOjGbtvCWlMlLnQhZDb65UdlcHUXOkThqsuFbRjzasxATAg6uQ6iMBiVhfUpwPd38wydmNTkiUnSMa+65ZUEPjeVe+AIjtzJeg6aMhBGV0cTld26s8PjcNVjRYcVNYeQMKb0LN8oEm47gL0CMWI1sLAGjt/GBB/uSAajGboDYbak9ICwRTD0FDIdR8Y/Imay2gXOg8qEqF1gzI2wb3ZVgxBmX8K6QehDrhNyUJ0uUBwxG4cPa1Gqy4VtGPKqz4wp17cPltM7l6Eyo6oXwumAcvVPqutfOiP9oK8mcMDngcGrOhZCOEiGCk4dCaC/mqBfbWAhXGfikF/xQ7KLMSZFhRBWU0pHdRCoZ643s57IeL4cRcLl3bqzw+t/EJK8ItvAYp9rWBuQC67Pvf4G6PWfRjRfnooPc2RJkFLzRu17R2frAgf3JAtbYgiNVBdg7cvwY3dkOUL1y7B6UzrQeUC54O7Q+heAVEzIWaNui7YhaU8S3I2QPxYrfGdnhwXXYKp9RtFI4arLhW0Y8mrITtgIc/mIGK3OciD0PvEegXvFDlTM3a+cGC/Am5FME/qzZD5Bxo6oPOGshbDJc+ggedUvyriM+gJxcSpkH4ImjvkhxMRnwBP5bBZR+I/Qzu9UGzsKyo3B5YDG46CrKk1o+u7VUen9v4hJUf78OtavsG6/EONWrhc+nnqdaD/onw7vfuSsEPLcbUMQtqaISYwYL8yQETldhAoZ9BX7nJmiLceougatYCykXthwdnTANB6CYLsCIU6HuQthNKzkBPH1x2wNnbSDwDDVZcq+hHE1bCd8OD70x9VN2fIvbC/ZNm8YDUHp/VQQ3V5wcJ8meAFTm0iMgvsx46Nstl+KsUETr5TbAWqLBARJ1WhZxILxsIKyJdS8FN1fVz9WfX9iqPz218wop4rA975MVl9dCl/VttA1cLuDE/ARY9UCyitpq9IUV+DT/K0WIdghWRjnkgRXXaZsEBBWzcv2jKX8QeEm901gLKRZ+F7q9M14csl4PHqRR76Eq4fQPK90PmJuh4CEkarLjCc62ShzM82A5rZBhNWAleAA9aVVHOVf0/rwbqlw0BVgYJ8idgRR38M70aKueZYKWmC1LehvJeqN4BmVvk/88lXzHlPZArx0sTuuBy0kBYsRbc1Fx3uPL7sDqJdrN5C4xfWDFvCe275RZwpXCb5xWxFfpuQrLKXXjYUrj1ALJE7A9rAQBtnLcZ5E9lVhZpC1jpPWeCDwVWrAUqDF0NP5aagsfFBUFffv9pIJFG2wYpTbEAt69Pg5XjSSgg4Yrj+IaV1yErH+6c7x+vJ/E4/Fgo91118EIVaPcLaqg+P0iQP6NlUwaj9CooVxxkirwErLxlPVBhcia0KZGQxUvMQ2hRTwPZCG5qrlNc+d2yRtXODrEFNFgZYsONm9tcKdyW8rr0GXS0QlcFtF+He7WQoyg6ofysBAC0eH6wIH92wooop6WAciIWUFYS9NZAYxG0p8MDscBWpdhDl8KdbmkBbnshtNzSYEWDFRMQW5IBp597EzJDobsZhJPK201wOxZiVC4BjMEL14Ax+rk6qKHq/GBB/uyFFSUg4Z0yKfhi9zV5IbAebrRB5xVorYYG8bsaVoQ8XoQHTVIgw5ZE6EnvvxXb6W2oskhZS3vcDBKuqagGK65p57GbizVBdPV5EbgwQqVMzfO3GgDQwj2OBPkzz6ffd0sB5YQS+xtEvmtjABLB5XQ2frdDEfYrxzCv19asuFY+R3UayKyviMCFoWbnjH3LLHihzfMOBvkzpmUpbyuBCkXwT4tBFuU0bAU3tZmfpTI44Zxre5XH56bBisc/4mFWcDSEXMvTtSCjwcowhcTB290JVjRZGzlZc7BbaJfbbgENVmy3j/arpsxGTpm5S9tqsOJaOddgxfNlSsi29ufUFtBgxanN6YGJucuAqpVj5BS8BiuuFVwNVkauL7uTnnBtr/L43DRY8fhHPMwKupPwa2UZGSWvwcowhcTB2zVYGZl+7G76wcFuoV1uuwU0WLHdPtqv7qYAtPI4X9FrsOJaOddgxfl92B31gmt7lcfnpsGKxz/iYVbQHZWAVibnKnsNVoYpJA7ersGKc/uvu+oDB7uFdrntFtBgxXb7aL+6qyLQyuU8ha/BimvlXIMV5/Vdd9YDru1VHp+bBise/4iHWcGpOtD+Pb8NhtlNhnO78CjrCs+1Sh6j7sFWkyfPlyfxjLU/p7aABitObU4PTExTrJpiHeFurcGK9kLgkS9EIyw34y15DVbG2xN3tL4arGiw4mifcfB6DVY0WNFgxUGhGYeXj29Y6b4H7R3av6020GBFg5URVowarGiwosHKCAuZByQ/fmGlsQmqr2n/g7WBBisarIywotNgRYMVDVZGWMg8IPnxCSt37mqQMhikKL9rsKLByggrOg1WNFjRYGWEhcwDkh+fsCKmPZTBWDvabgsNVjRYGWFFp8GKBisarIywkHlA8hqsaLCiwYoGZKOqyjRY0WBFg5VRFcExkbkGKxqseA6szPsCsqpArEe6eQ3CdsN0ZSBYAFlJqu/KeQeO7/lDnpKGHmb4eY7VZRTVlQYrDvRBl4O1D2wJgsqb0NgI1fmwa6mp38/eB4mbTN+HUr75R0xp6OfAe+7cHg6UbRRlyhOz1mBFgxXPgJUl38O9Svh0kaQ4py+A08XQEiYByntLoKsB3ndA2QxQvDNg9Wo5/Y1wOwWmDSc9N7p3FLWbBitu1A/69XkfOF0PFYEwz1fq93M2QVE3hHwkfV9wDm5+JX3ud68DdXp/MayYC1N9Ie02rPEZXnpDLYez7xtFmfLErDVY0WBl7MOKsHg09sDHM82UnC8E3YaLK8AAK43w+VnIvwpJP8AcvXy9eHu8AHmlkBYKi2TFPGszhGVK1pS9AlLmwLnTME0P36ZBXydEBsOqHfDdelPe730AQcfG1hviKGo3DVYcGNidPaDaSm/+CbiXADqz8k1fBbc7YYkeBKw0HIbvkqCsEM5vN/X7af5wLglKiiDoa5NVc0MAZBTD5WBY4QczPoeTq8H/INzug8xo2L1Esuh8pJLpRQfg8AqTnNkquzv8Nooy5YlZa7CiwcrYhxWffdAbZlKSakU15xR0nZZgpacP8k7AvAWwMwnuRkmWkS/yIf8Y+M2AlSehKxne94XiB7B7OSxYD3vWysAjW2eWHIAHRbBmNfh8CHfrYZas1D9OhfJdY0epivYaxT8NVsxgQN1/R/PznmYIsQIHx7vgxCIJVvp64dh6mLMKEu9AhAD7uZDXCYc/hvdnQ0AVXN4I07fAgwJYMh8+3g2r/aQ0hHXGZzmUP4C962ChHyyPgroDshz5QnIvfDF77MjVKMqUJ2atwYrDsFIB21fCgXRpkK/MhDUrIKIUkveB/1Lpf/GnELnb9N1wfjmcy4eCYFiyDjKqpDSU+xavgT3noVT4f6mGhFOw6gOYuwK+DoZycb4S9nwEwcUyZKi/V0P8Seme2R/A9u+htNo2jAxW/9FUlvbmPeMQ3PvBMqz4HYG752HaEui+C/MVa4ofVNyHNYukt7mzx+FIABw5CbcfwipfiOiCtGMwRzZLq6eSpm+CLtU00PFmOL0EpvpBYQ+sk60z9tZhtK8bRe2mwYqbwsr+djj/gWU4ONgBZ5fAgvNw93uT7Om/hPspMO8E9BXBUSFTARAQBw8TYPpqySpz+BPTFKpxKskXsu+opoH8obkdFuhBvw16Mk3WmdGWF3vyH0WZ8sSsNVgZbLA2/70yX173sAGuXoP4zyRh3psNkatg6pcQEw+xyZCfDrFx8JkOFp6E2HjILYdj8iKybakSSCj3RQWDjw4O5UHqPindwyEQcR4W6WDpD1BVAUt1cDRfhhDV99RvYKoPHAmBsPOw5QvIk4HIvB72frdHKEf7mvdWQY+s1MzL8m0dpKw3TQPplYHBFzJ64ZOV0NsNe76GL5X/7TBDXOcHuyOguQNCPu1vWTGHlRlfw+0omPUNdEWalLd5edz1+yhqNw1WlD7pZsdlUdD2nYW+vACuP4CPfORpoD0moJm+EXoLYWkIdF9SydTXsGWNdJ1+FYSVQHsVbJxtsqyINSv9YEUHOyslS83uGggX+tXN2shWeUZRpjwxaw1W7B20lesq0ySBEQs1g/JhlQ5m62Bzkgwrn8KFQIgukGGiCvb7wOpY6XtlHogBM/BbmLoVKq7J962HY/ultCPE9IIOPr0sp3ENii/CVD1kl1uBlVzpns+TTPcoZR7O0ZYwutNvu4qhMQRmqpTZmrPwoFSanhFWkd4++FIs5NPB9I+h+wbM9oWEbjjkb1KEPnOkz37ybh8BQ72N4KtapPveGuitk6FG5OkLqV1wuRVOqNJypzayVZYhaLdbd3rw2RbGlcqmIdxtumUswoqod03jLVMlHPlk6zm41W/zoOhHCFLv9pkN39VAiQwowrLSV26Suw9j4MZhmL4O7taqLJli99wMmDoTfGTr5tIIaNyrghU9xPTC17L8ibYQ8NNVAi0tqrRUMu5W7WVWLkf6hHbtoC2gwYqjA3lFHEydAec3wowNMHUNHPaDpZdk6JgP6zfBgTTLsJJ9CKYuhLNHpQExvkK+bzns+lKyrBxNh8U6ENYapXzl0dL1adZgJQf8ze5R7h3O0Z2VQb+y+cKOaGhrhaqrUN8CdUmwWChInWQV6eyEwjooyIfWTjgmz8fr10FxK5QXQEUj1EaCbi4kNUNjBZS3QtEhaSrJuKNID4dK4F4jbJQXAS4Jhb46k+LuVz4zReZuvw2qKvpfIADjP7+xk5/8YQsJV2r7/+jgt7EIK6Leov6i7ALaHPpzt2dvqzzTF0NkNbTchLIqaVomcZ9pV52YwrmVA3XVcKUCbhXDEnnadM05aGmEKwXQ2Abh62HmF9DUCeWF0HIb9vurYEVYoI9Cdw/EbZbkVrygBT+E68Jq7OYyZF4+hzqFdvFgLaDBiqMD+dUQmDoPitMl4fk8GYL9YeYFCTp0x6FSHXNIbVmpgr3iDWM9fLoFFupgXbzqvioI8IM5F+HihzB1PeRWQnUZ7F8AU3dChWrax1B25fsVuCAG3w3SPZVlECZ2voyDaSBzJeG3yKRMzX8T32ctsjz3rV8As1S7D8S1Potgjg1/Ku/NMJnJ1yRA3paxp1RFPe38C0wp539N32eAFDFgj2dYUeov2uNYVIGdLcjY7B/Ccjhvno2yz4R5stWyn8zpYc5i0ClrxQRw6GHuEtCrz6lBRA/vK7/5QlwnbDaTy355qO91o8/29wjtSjtaQIMVR2HlygmYukpa7FpeLoFJ9FqYdggizOZU4wVoqGBFLMYVQhZTIVlMMsTbwnoIU9+3ACKKoaoY9iw3KQfdRhBWlWoZThRh1e00TQtVFsIu9YK4D+HyVZN1xtG6iuuVfLSj9baY/SWERUNXPSxWlKwbKU17nt0gykJMefx22el+kKIM1vYcbSXvbpYVe+pj6RrRPnZNidnzPLRrYFsQRJZA3RnTC8FYahdbnV77zeEW0GBlKAO4K++pKodSAT1qa80gnyvLoVgGIkfus3TtWFIOo1XW6Qth6xcwd4ztAFK3lw3V4QyYsJG8YSrF0uA/UudEfWz9DTffwdLXXgDsBPk562HLOstWUHXfddfPtjqZ9pvDLaDBiqUBWjtngiN3VQRauaxbeobSNjZUh7KQdjiDuI3kPQpW7Fp4O5Tno93j3P7uiva01em13xxuAQ1WnAYmwt+J8MK4FJZvgL1B0tZmtV+UkgRYtxTmrYI9YXA1BVbIfln8l8N5eQeRuR+WqlI49AnM8YeN+6SFbEpeIr9PLpqtkxnE8uJInV0h1Foeo6+I7VAdYopjqFNBtpIfnuVmK/9h6hGem7eP//SStIZmMKgazPIx2P2WfhftYvdCY62/j35/d8UzsNXptd8cbgENVhwZuG1eK68l2R4CoeeldSTzTkGlsgA2D77QwaLDEHoOvo2Cq5ckoQ2Kk3yw5Impm6qBflhShTfUDyAkHPYdhCIlr1DpvstXTJYQm2UcAsSMhFBPWwNX66H+BtxshuYG6XP9ddg6Ah4ql+yH8gZoaYW8s6rtxtbM0Xo4kQ2rfEAdZM1SWwwlkJs7BmtzQHWYL7K1e5C2koc9sPI/vmmhr7Wc1ct2mdbN/Okgy4v66OtT/js5sO5rfiov/LUEFeLcYLBipZj9TitpO7y4VqRiqR8549zKYKi7IclSUys0yJ9rU+3o89Zkwdr5GfBNAjQ0Q8sNOLNx8Hq9txyyQqVwFQevwHob06Z7sm3/PqC93DCwaL8eo30ZbgtosOK0wV2BEtlZW6nYNaSDTGWr8RUIEDt6VsPFdKi6BuUyrJwQu39iJeuIJT8suSeltIS1xuCRVs7rk9NwIWj4O35stcEApWBNeQ3x/NJIqN4xuKIbcjkWQX6+FINE+Hg41QDpgylWH4i7A5/4gjHImpX6Gb1vWvl9QLndNFibg5pETA2JQV9s3x1xWHk5gO9lIElYL22X/skftvFkmAIp6mMzvm/btrA4C1ZEOg5vWxbtPKBP2Nt37L1OD+HdsFXetj8S+c09JIWuED6jdKug4UdYawM+RBmmfQRdBdIalAVrbWzx18P3d+BLB8ov/LG4W2BRB2VKu9x2C2iwYmugdug3M1ipiJeUUvJV026d6nK4uFfaVrs4AEplWFmzCTYdlhzEWfLDIsqRKQLmCeFdBplymrPWwfrPIMXBBbiO1GskFJ06TTWsiFD0lgKXiUBnRzfBmWT7g6Wp81B/XnQRmmXne+rzAmT2RkBRGUQchCQZVpQga8Iz8OYTkFQARemwTY7u7GggN/NgbSJdu4Io2jtQDfE623rC6q9il9CQBmxVimLQVywVlo5/p8+UrSdFPKlM9bwZRrkMMD+s2cVPX9rDnOsStHR+s9tmes6AlSE7hBP17tfvhvi8bKahhpX58MNZVTBCPewLkYIQbjoL67fB5QIoSIHPxcuUXJ75X8DlfCjMgJ3qHYaWyquHC92w14JVVLcSwrKgJAe+3QN3ZFjZdAGW+8C0RXAsHK5chbQgmCd208mwcmC7nWUzCyy6UA/2BlFU6jsSR1Uf1z4OvwU0WHFk4LZ5rQpWxA6eE8LnyadwVXU+M0ryQFsSKLlyzxWwMlPlEt+KH5bybIjOhcpSmK+DgDwVAA1hasdmPczSGwkhVqephhVrgcsEEDgSLE2dvvrze4sgqweOWvAwu7sSyr+TfEnsiIe+PsmyYrSc+MKew7DSH1bslb3f6iSHVo6UzTxYm71BFNX1GInPw9clQ05hMFj52fwSCVbuxvDfDFM8W/E6K1tT6sP5e3na5x8P3JeuCz/Mz2xMBTkDVoZcWXHjSDy/fmmqYUUPEd2wT/aRMn099FaArwCCbujNh4/9YdnXcOcurPABv11wqwA+nAcz1kDFHVhrw8ox92vouWHBw+w8qHgIJzfCrBUQ2yHFC5quspyICM4HvoB5C+HrNKgXTjPF7z3Qe8X+sqkDi+odCKLYr90sgdgwzg2rk2g3m7eABiuODNw2r5WhROn8vhsgsczkF+VoHhxR+U1Z+T2UyZYV5Z7NQZIiM/fDkhKgUnBrpPhCIj6Qct/ULZJVxmb5zCDE3muNeajzc+JnNaxMtRK4zNFgadMslG/WVqi7BxcsTQEtgFv3YJHiI2UmlJvDivCCOxe27IczF+FWn2T2drhs6vgnC+wPojjSz8FcM7jw+2Cw8pN3YrhlsKJ0slK/jZ9PjyJftqqc898uW1G280KGBDDdh/bYXLcyvmBFB2LtXJscbPDzIkj/RAKCs91wWgXu2yohaR0cuw2FF+TAngEQcxviPlLpG0W+9PBpBNyrgbUWrCqzA+DeRZOPFN2OgbAi+rXfGth7Ai6kQJ8IVqgHR8umjtU1x4EgiiMpVy6UofGQlQYr9g7azrpOeJYtGcq0TRUUlUprXZxVFnvSGUlhFmn3gxUrgcuEdUPEEFHKYk+wNOVaQx7H4fZN2C5P3ah/E5/fWwo9bapFiD6QJoIc+ppcgQunfDca4GIAfLkDqn6UFgAapoEcCeSmghWx4NDeIIrmZXb291HUdoPCyh928mahel2K/Lk2kn94UVqf8tN3o6iQAeYr360jPg00rOZy9rMbkJ7asiLAYjZUdMHy+XDtDixTTbV8rfLOvDYTCj6DoF6I3KcKQvgVrFTF6zHk5wtHi+FGDMxVIF+BGPnoHwStB0xyO22DFORQbVlZGw0NOXD0W9h2En7MlWBFrFn5yoGyqWFlsQNBFAe0nVkdhvP7sDqJdrN5C2iwYs+APZ6vGY6w2nOvOaxYClxmCJZWBX6yIhk0WJpK4QgguH0Xltta/DcDch7CLtld+LQP4Uczy8rKOLi6XVK80z+SponEbgaHA7mpg7U5EERRROO2pz2Heo25ZnDh98FhZQs/eeMUW6pVwNJewF9UC2n/y8elPBCwUhEqTxVZX2Q77iwrok+sTYfiZGg+LVs6hPWiFyoU0PaFS91wYAGsSYSaoyaLyHt+A8NXLA6Eu+G2Hba9vxkeVpjkdnkE9BWbYOTLmRBzDz6Xp5hWxUBfnmxZ6YWrX8l93o6yqQOLOhJEcajyYs99LpSh8ZCVBivjGUTsqbs9Qjmca8xhxVLgMmG9uHcF6q7BlUq4XWI7WJq6PO9/JYHFDXkbp9guXWgh7P3cPdDeBQVX4JpYv3LPzLKyDhruSQsFy0ugqNNkWXEkkJsomzpYm71BFN8b57Air0H5+Vv7mTR9p8U1Kf9Of5onXrcOKcri3XEJK++tgId9sFuJ3yOvG8krguoiqGiH4hNgmEL1gzMlUhDPK1XQeh0+NovN82UT9N2SXQ4I2aqDk3JgUKP86WFXOnTVQV4ZVOTAPbHAVrVmZU043GuG7EIoToXOHPn3TsgugqoiKG+DosHKZhZY1N4gisayjoB8jQeCcGEdNVixZ8Aez9eMpDBbTNtC4DLjItcZDgRLG4ryEUHXFpjeKAeUTwRzW2jld0cCuYmyqYO16WAoQRQHlG8odZbvcaHSMc/KLsuKjQWzCoTYe/R8WLHQD4S14dYV0Cm/qYDh/Xkw04LlUVhUFsy30t+VdOw4vjfbdjDQ6XOt/66b71jZ1IFFhYw5HETRjvrYK3fmHV37PqwW0GBlPIOIPXW3VzCdcZ21wGVGWHGiInFGeT0pjWGpkeHdPCis/OkIy0OucCjcnv88Ppgx3tesqOVkAVwUW/LvwOllqqlEFax4Uj92p7oMTyy0u81aYHzCyq3OkfP4ag8AjKVrXCn81gKXTV8EKxTztVoRa5+dto7FTDG48uugsPJaKE3y4lmTt1rV+hWz3+o2KjuELE8JjS/Lii98tAPWWFhcPu9jG47ZNNkatmy5UojGQV7jE1YePICaWg1Y7IEmV8KKlpfqzdfFg8UoKrtBYeVPAWxKvMrFZHv+S1k/W7OsDHug1WRx+LI4ijLliVmPT1gRT7KnFxqb4GaD9m+rDTSlNXylNRbacBS126Cw4sT1KmJdy/iyrLgYesdCX3dVGUdRpjwx6/ELK574NEeiTq4SbC2f0YWikeg7dqY5PFhxftRlO4s99Mu0vj66fd1V7T/0HqLdaaEFNFix0CjaKVULuEqwtXxGV4GrHrmrP9oDK+4WdXlYbaT19dHt665q/2F1Eu1m8xbQYMW8RbTv/VvAVYKt5TO6Crz/U3fpt0FhxQ2jLg+rgbS+Prp93VXtP6xOot1s3gIarJi3iPa9fwu4SrC1fEZXgfd/6i79NhisuGPU5WE1kNbXR7evu6r9h9VJtJvNW0CDFfMW0b73a4FALx3av2e3QUtGab9n7uovg8GKp0VdFu2tyZRny5R4vtqfc1tAgxXntqfHpaYpVc9Xqu4OK54WdVmDFc+XKQ1WnD8UarDi/Db1qBQ1WPF8xer2sOJhUZc1WPF8mdJgxfnDoAYrzm9Tj0pRgxXPV6zuDyueFXVZgxXPlykNVpw/DGqw4vw29agUNVjxfMU6JmBFFXXZ2+8ov/80giUH4liw7TxPvSu51x8rUZc1WPF8mdJgxfnDoAYrzm9Tj0pRgxXPV6xjBlb++C3vR7VjKT7QjyUZ/Pkd2272lajMYkHvaP5psOL5MqXBivMlTIMV57epR6WowYrnK9YxASsv72dlnVnwwu4HZuBSz4y/WQ5eqICKO7jb12DF82VKgxXnD4MarDi/TT0qxbEFK3qiNpVw69g6ggbbcj15DiETZaX5633c/GHT4PcMluYY/d39YWUr/3KiVwaTB4TtC+A/GuMFbeUfV6eSrkRebo7hn160DSyaZcVBWJjwAfnpNVS+6TvIlms9IU/6Ga8JX5ZN7f8Z7B4HyzKGZMyjBgI3qIwGK27wENy5CGMKViauoqK1mY72ApIftaUEfUkMv831N30kxfrCOXqrvyJ4DClCZz4Xt4eVl49zXoaR3O27UeOQVcoAACAASURBVFtJlM9/Ny2Wavmag7NsTwdpsGJLNiz89nIEPXU19FzeYltGJm2kvj2FhEdEGnoid96ha8EMI7w4s8+OhbTcWa+PxbJpsDIWn5oLyzwWlIJSxqDXEuhN2U788S7a5s4yKcmnN5N/NJPmxCSurlhNyO8OUtfeR8+laK4uXUKgAVb2cGnORerSymkOu0Dy00LhziF51yni/u1Lis9dofH8OVKf8yVCf4rq2FKazh4ldrK4zocI3QkqggpoTUunbPYiU95jAIDcHVZ++n6qbFXJw/sla1aTrTwVJ00TdR/aw0+NlpeB12uwYgFIrPZTH+LOdtE8cx1VHeWkP67cO4/LGyK4kZZP7bf7iZ2s59LqNHr7Orl5Ipisf/WRYGXxctJ2p9GcU0L9rs8JE/k8+Tkln37EpTlnqUm4Qu2X24nwXkTypzE0ZBRQs241IV46gp7bQsHhFJqyS6jfu4MIxRJqtaxK2dzj6EI1PS6y0mBlXDzmoVdSAQH3PwpryR1uCrPzi6H0lu4l1KDUfElOf0DT0uWEv7CezGVrCXlsOTm5D2hevo7Yf/UzwMr9vnbazx0g4QV/4rfd4MfwDQRNWELJ7T66cyJIf2khl5bk09d5nc7wQ8Q950/SqR56dy4h0MuXmGWHSX3Vn4hX9lLXdYPcX7uHwrTnubk7rPxsXrEEK7fC+U82IOT/3dsjXRd6iL+zcZ0GKw70Te+N1N/K5rK3nugDXdz6YI4BxIP0JfyY9A3RTy8hwX8f8Y/pCPnDAdruF5H95mqiJgvLSjd9jdXUrFpH5JR1FFU9pP5tH1ne2mg7upPoZ5eTldjH/bLr1K/+iIgpn1F9t4uSf9UT9PI+8vzWEPnsarJCurm9ZsGYegkYutbV7rTUAhqsWGoV7ZyxBewZ7Nzimkc/o7G3iKxXVhLzx23U9jSSa7CO6IkN6KIn/BiJz8jTPl6+XI65o5oGOs+DvkvEKG9uz5yg5+Z+QgWs3O2j6o96SUl67+J2XxXpj0nKPuiNJO4nfiqtdZk4l7iZ+ynYcZHrLX3ceGfszNW7O6z8dFoyDw1TPAU8btWyso1nkiTLyp39lqeKlCkjDVbsh5Xg9/N5mLqX2JdXEjMjkYe1hwgXLwGvRNHbls6Vvy0wrfWatImbt9TTQD30HV9lBIzwzZ10r5xN4Av95S143k36CnYarCnCShn/wx0apwn50RP26nZyNp+lLOgWfZEbjWm5hc4ZxMJjVKLaB6e0gAYrTmlGz01kLCgFUcaQWVfpq8mlLjjV8F9f2Ef3ZmU6xo+YpRE013fQfvBTQi3Ayv3a3ab5+F8d5V7jIQlWOhvJ/IWs3L13cKsrnGgZaoJejaM35TOCfrGRqqoGbu4LIHvBDgoKfqRhDC0sdHdY+clLRzkpr0e5unuvxSmen+mTaJKv2TNDW7PiHLn1Iy27j67YNFmuMujoa6fgeUkeQv74DZVpLdzLDyPpCR2BA2DlDnf8ZxoBI2xdB91r5hpgRS1vwbNruH9ohXydD3Fn7tD8/mwST9ygKyaY/OVfkba5mr7YTca0nFM/+6FtKPl57qgwOjXTYGV02n3M5DoUIXX9PbPJLO6m6s+yBUS88Tx3gu6280RN0BH8lLxDQSzA7Wkk6zE9sd/10imbtKU1K6oFtmpYudVAhrcJVjpuBXNpgvTdCCuvxvEgZ7sEO94fGRZ6arBifxcXlg7F6mHt+D8P3ZXXrfSRFHCa//6yshblC/7lk2yKZVDpq4vgv9uYAhLpa5YVOwfpJ/bQ0RVNrGJx9NIRsamVnp0fEPjoXEIMcqAn5kgvd5b4EThxDdd66sh6UqQ/cIGtCVb6L2gXsNL77fL+sKJby7U75aQaZM+XuFN99MVrsGK/VHnelRqseN4zdWqNXA8edipStQn2Vwe5rbJ4SGWeT25NN+UvziM1qJme2gqa8lrpSTtEpFCy/3qUlq4eus5tJth8N5CjsPLoOipq7nE3I4emvBLq0jqltTPqMrrxZ7e3rAj4eOkb5paZ+VlRAMV4rOSdtxWIsX7UYMU+GQv78Cb3DysWD/mepw/R1RVK/OwU7rQ20pZcwd32EnKniBcFPVHrSrh/t5Ga9/wG7AZyCFben0X8oUYe1JVyM7mCluBiemI0WHGqch9jiWmwMsYemKuLOyZgxR4QeHwRkc+afEBI9dIT7K2yxtiTjtVrfAmbslB+27RvMHCXth0TsGIAlj28fqHBaGFRe7Jty7rMb96wDihqi40GK07qnxNnEfGChT4/cQbBKmvMcPp50FP+RDzmLBl1Ur2t6oD+6btaV3t6fhqsePoTHmb9hqNotHv7Ky93bY8xAyvK9M6fdvPEhxfR7whj6tqT/O+/2F6jogYVbRpobPRJd5UVR8o1TNWr3W7WAhqsmDWI9rV/CzginNq1Y3MgGHOwokDLEI+aZWVs9tOxpl/6a1Lt23BbQIOV4bagh98/1hSEVl7HByK3h5U/HWF5yBUOhdvzn8cH2m6gMbVrxlNl1sOHBpdXT4MVlzf52MrQUxWJVi8T1Lg9rLwWatyWrF6nYu1z3cbtNncXaZYV07PX5GDk2mJsaXr3L60GK+7/jEa1hJoyGzll5i5t6/aw8qcANiVe5WKyPf+lrJ9tew2LBiue36fdQbZGVXF7YOYarHjgQ3VmldxB6LUyjOzg4vawMsS1KeYLa5XvGqyMbH/S5FVqX2fqYS0t0GBF6wU2W0BTPJ6v2McyrPz83VPMOJzCJ/uC+Tf9DpvTPxqseH5fdid9ZVOxaj863AIarDjcZOPrhpEVfj1Rm0q4dWydKb7IhKUUREcQL8LM/+4EN4+sNf1mp3+DgWXWE/nxFWrtdYE/cRWl+U10Vd3gdlUd7YkpXF2ywuSOf4I/eQlJXJ7kGcp/TMDKK4f5IKtb9rHSQ17oD/zPuRk0Gx3CSQ7jIrbttRnEcFxsXZ7wAfnpNVS+qYpPZZQlPVGbs6l4Q4mTNYw+7Kgc/PEH2q83cLvyBrfLK2kMCiHrJcUdv4MyOmRdMIz6Opjn+BopRr62GqyMfBuP6RwGDvxOFHbh/r61mY72ApIfldOduJrqWyUkCzfbr8TQm77FCbCiI/g3a4n9pZ1lnyQizWaQaIARX8Je3EJR/G3ux+2Wgrh5zSDyjdVyVGc703RQ0Y1ou5uVxf1hZTvPxNnwXtvSQkW38vsNXn/NtnM4j58GejmCnroaei5vMQG2UZb0xJ66Q4teBTJm/cH+vueYHAS9k0Fv+EZJnr3nEa0/Q0N7Nw3+UjRlh2R0yGV2nbyOacXvhoXXYMUNH4o7Fcl+xeW4Egh6LYHelO3EH++ibe4sabulVVjxIdLvArWJpTSHh5LxW0nZhr5/gYLXV5J1MJmyt2YQ+MR68s/k0ZqZS9XHX5C3cxcRE3SI6wr/LL9N/nIj+SezaM4ppv7gPmKUQIWKAuwHK3K9JiyhsO5HOVLzHJK/Ok2ssP48vZn8o5k0JyZxdcVqKXLsI/6kfpVEY0YR9Qe+JsoAPT5E6E5QEVRAa1o6ZbOVIIvzuLwhghtp+dR+u5/YySI/y3UdqWfh9rDy8mniZQvKD7vP8OtVlzj/UIaTkCP83LCm5WtmXpfORS/dZnM6yLNhxYe4s100z1xHVUc56Y/L/dcarFjsq3NI3nWK+Jf3Uh4YRIK3jtA3T3AtvoyW2Gjy/I5QMl/0X5UceOkIffc4VVEltKVlUL5slQmUZLnqByuKrL1wirs/SpGa1TIaNjWAyshiGi8Gk/OK5Hk6aMoXlF7MpyU1g/JFH0jQ88gikjeHc/3yVZrDg0h7XvZ2a7dcOq637JVDd9LjnlAWDVY84SmOYB3sFUzHr/MlMfyOFEPnxVB6S/dKlgorsBI2L5+epGPE/WoGoa+epP1WMoneUrC0vtoa6jZsI/apxeRX93Jz1Roinl5O2slO+voSiHtEFVTt8c+p62qmesnHRD73ISkbwyl6fUZ/vxSWYEUo49XtPNizlMAJSygxBDj0JTn9AU1LlxP+wnoyl60lxGsu6YmdNK3/mDDv2cRurqI3cCPBXr7ELDtM6qv+RLyyl7quG+T+WkeQvoQfk74h+uklJPjvI/4xHZbrOnJK1e1h5dVgGgSsPEzhf70oWU3+YX+vYUoo+0MTmPzLGQlWajaM463L3sIqmM1lbz3RB7q4pQTrtAgrVvqqoX/3cacklXzf1YROOU7XvRxyXl1I+B92UNXWR9/ZNQQZ5UBHyPtp3K+LJesv/kT8aRv5h84QrwQAtQUrXnPJbeyh7Hc+plhC3lto6S0g6w/ziXxrN9lv+BH41C4aWwu48pd5BD+xhoL8O1x/ZwaB3qvI/ugL4qYsJHZJGvcrDxHu5YhcjpxcjaBaHpdJa7AyLh+7/ZV2HELsFP5HP6Oxt4isV1YS88dt1PY0kvu0jkCLsLKA/PY+mncdJ39DAPkbTnKt/SE1r/kSubOHvmB5zctzp+ntOE2E8tY2eTe3H/aHlfD17TzYu7Q/nCjXK0crsBLs38jDIytUsKInNqCLnvBjJD4jW22eOUFPXxEln4hyBpC/OY6eB6IMom5ziZu5n4IdF7ne0seNd3wJfCWK3rZ0rvxtgTzdZa2uTlhjoNTP7Oj2sKL4WelN4J9kWPmvX98zwEr6KhOs/LOIzNvXx3j2sxL8fj4PU/cS+/JKYmYk8rBWDN7qKVXVNJC1vjppCSXdfdTJa14iPu+i93PFEqgjxP+mGazM50rjPcp+ZzuGj0XLitdMMmt6qXhJBSsTV1PV3kn9+k8IF3LjpSN80236Ui/I8h9AwZnb/Hj2I0lmnlpD6ooTFO9J4V5fJomTHJRLM3lwls6zX8tqV9rTAhqs2NNK4/gaZwmueTohs67SV5NLXXCq4b++sI/uzYssw8qE5Vzt6aZq2ddkLJT/F2wn7klhMbnLncXyIr3f/sCDpsOmtSTeX9B+L15lWZnJpf093FkmTzlZU1IWYcWP5Pg+2uf4qWBFKFI/YpZG0FzfQfvBTwn9fQgPuy6RrZRTHGeuIfQXG6mqauDmvgCyF+ygoOBHGuQFvyF//IbKtBbu5YeR9KS1utoJgdbqZOP8mIGVvjbORkhebE9VydNAVwpkz7b5XLg53mHFj7TsPrpi02S5yqCjr52C563AirW+Kiwmt5vJNEyP6on6+h73PpprBPxgv2oefq+yrDy6nKt3m8hWppys9DWLsDJ5Cw19VaRNVlk/xf2TV5F1tIS7TVWUT5vDpf293D++zyT/C78i9dU5BL8bze1rOVzd+C0Zs0/S/jBXXvhup1xaKau5vhrK93E8bIxI1TVYGZFm9ZxEhyKkg98zm8zibqr+rHoTe+4E3W3niXrkQ6pul5MiTMh/usT9nG0EefkSf76bW+v8jQoz8LE5BHuZKbhHPuLa3RaKX5TXs8zIGzANFPTXyzyoOsUl+Y0tcOJ8Lj2tKodQXgNgZSYxq/P4sStaMm2rzN/BT8mRnMVi4Z5Gsn65jtquWq5MUdLUE/LkDAJfjeNBznZpHt/7I6r7+iRYeXSuHKlZT8yRXu4smWOlrhqsWPNYa35+3FpWnthDR1c0saqIxxGbWunZ+YFKlvTEHL9L2wxfAidZ6auq/i1kOei1OB7UnyXasPZqNinx5tNAvsRf6OH2Z0tl66BYy7WMMFU5DOmoF9gKOfvFKnLjHnL/xMcE9ZPlmYQpkZZfjuBh7V5C/5rI/dKjRE6Q5WCiH6HeeuLO3KNtpjSNG/RaDH19eQZYsVsuNVgZM4OVBitj5lGNTkEHB48hDKK/OsjtrnCi+ymz+eTWdFP+4iySI7vpCd9O6GNbuNF1m/qZswmcvI7i9Fbu5BXQlN9Id1kkCY+awYqXjpA3z9Jc38LtwgpawxLovB2nsqwIpeZH/Jel3Gu4RlNsIR019VyfN98EQTKs3Ojr455h63IDXbXN3I48RYKym8iozOeSGtRMT20FTXmt9KQdMijTkL+eo+VGI22XC2ivbePWsfUEP7qOipp73M3IoSmvhLq0TsN6nVC/FO60NtKWXMHd9hJyBeRYrOsQ2tlORez2lhXNg23//mnluYZ9eJP7h1f0v/bpQ3R1hRL9hEmWQvSZ3G/PIPUJHRb7qrF/K33Oj4Qdxdytv0FHbhn1Z+u4f0ZlWREvFpPXUpzRQXdRIQ3J1XRVJJMupnVVZQ16J5O+vlvS1uXqBu7U1XPj0w2yJVQly7/8gut1ndzJLaTtxm2a14iXFCG3JdwVsna5ijsN16l8aybBfw2n604zLTGFtKWn0tyWw+VJDsilqnzqsjrj8+hobM/NVYMVz322TqmZM4R2SGlMMlkmgtRQM3kBkU8rvhn6K8MB+Tx7gnvtZ4i0pJAm+BH+mwUEK29qlq6x99zji4h8VrawGO/RE/LMYsIfVeohyupL2JSFsiVFVfaJs4h4wcJ5R+pqzFeVrp3n3B5WNA+2/Qb9Af3czucc6KXHKEsT1VuXLfVV6/0oYnMHPdtUVk51/qLP/tpO+VTfN+CznpDnlhAxWS0/OgINcju/v9x6z7UgfzoC7ZZL63UdelvrnKJ/tURMLaDBiqkttE8WWmA4wur6e/VErU2l/lQQxbujaWpoo9Z3jpMU/cgoNNe30cB6jG1Y2cp/mHqE5+bt4z+9ZNu/iubBduCzt6v/TfiAvOAMqveeo/RkId0NSaQ8OcS0BkCJ56ZjQZ1qp4bRAhqsDKPxxsOtdikzt1JAM4h4bRuZC7cS+yuztzK3Kqf7KOmxACv/45sW+lrLWb1sl8mHyp8OsrxIXmhr8MPSyYF1X/PTQSwxnu1nZYT6lfci4mbsJsNnzYC1KGNPR4xQG5npl/EwPriyjhqsuLK1x2BemiJyjWIbzXZ2e1h5OYDvZadwCet3yrCyjSfD1KCifG7G923bFhYNVjy/T4+mPCl5j0F179ZF1mDFrR/P6BdOETzt6LkK3t1h5e/0YmGmgJEinlSmet4Mo1wGmB/W7OKnL+1hjuzBtvOb3SbriwUriwYrntuX3UlPjb729qwSaLDiWc/T6bVxJ+HXyjIyg4y7w8rP5pdIsHI3hv9mgI+teJ2VLSn14fy9DCT/eOC+dF34YX5mAVK0NSsj0380ubTcrk5XxuM8QQ1WxnkHGKz6miKyrIg8qV3cHVZ+8k4Mt+Q1KSv12/j59CjyZavKOX/Ftf52XsiQAKb70B6b61Y0y4rn92l3kM/BdKv2u2MtoMGKY+017q52B6HXyjCyg4vbw8ofdvJmobImRXWsjeQfZPf7P303igoZYL7y3apNA5kt9tRkaGRlyFL7jrvBYoQrrMHKCDfwWE/ekhCO+rkJS8m7kEbtuQRqzlwg+akhKKIJ/mRt32JyzW9BuYe+/z3ZU/Qox1Gvt4UyOqNM7g8rW/jJG6fYUq0ClfYC/qJaSPtfPi7lgYCVilB5qsj6IlvNsmJFXn53hNqQRGrOJXDtqy2EDaW/TfmGYt1sG+4CZpO8fR+RE5SjlbIMJW83u2es6353K78GK+72RNysPM4YDJ2exiPrqMk+NECZBv1qEWEGl+AqBeg9j4in1A6wdAQ9uZCwyaupTA+QgryplFzw04sIldMIX19C5St6lKOhHsIp1bNKbCE9QeLaR2bIbsZ9CXt+HsETfQmaoCfIW7V12rt/GZzeJqo6OJq228PKn44yf8cx/uOLW/j5W/uZNH2nxTUp/05/midetw4p2poVlVxY6C9Bf02kdbUpBpDUj3wJe26uyY2+fN9AWfMh9Nl5hPw5gpYNC8xgZSbhxjQWcCU9itiJylEu02MLiHhclhchP8LNv7ccvNN7LhG/mkHgJF8CJ/iaHNsJJ3dG55G26+aoTDjjejdT5WO+OBqsjPlHOLIVcIbQOj0NA6wcIXySD0GP6AmcuITc4HyuHw2iMuQKtR+ICLF6Ilen0hgUwdVjaTSe30vEBB9ithfQfC6UyuAy7lUdV8GKnuh10VQdiKA+N530X+qMkGKEld8HUB+bSPmhVJovfkXY5D20FmZSH3KWuMc+oiw5j+qD8TSU9tC5cAlXMpK5LFyRe2+mLl2OfmthkHB6+ziYh9vDihJ1uauS1cu+tggqCojYc9QsK5YHdgOsfLyAoEd8CBKenV84SF1iCpXfRFKXkEjW81Zk7ZGVFCcVUXMggrqsDm5/ooKViSu4ciKa8qMZtIXtItRLgRTlqOfSxnQazodSEVxE7YJ5hPhfpSMig7odHxH82kWa4mIo/z6PW93XyXjhKC2BmwwxtoLfS6NljSovB/v9SMvdyGrm8Ze6Bivj75k7VOORFughpf/IOmpbKqk9HUvVjk8JezuFtrWK0lpIfnYscb/YwPWcI0YYifjkKtVvbKBWOee9mZulaljREfTcZnI+vUBFYgc33vU1gxVfEkI7aT0ZSvmBcG60XCfr13vpqpOsM0HvptG6TDJ/B/sU0b5gBiFzsrk5dzahc3O5OUexxlgeKIbUDk5Szm4PK6+cI01ejyK2MD8sTOf1acrC2sEtKeYAo8GK5T4Y9Nck7l1Jovp0NMXT5pEQVE7er+Vrnz1O6+mPCbYga/HvJNG2VoqvFTQ1m1tqWPHyIWLqfgp2hdPYlEniJAVS5KP3Bupay6g6EEr5oUzule0lbEkDdw3WGV8SQ8rIfkKUYQYpqVVkeM8iLTqH9Cdmkx6bQ9ogkZ5HU64cUrTaxYO2gAYrgzbR+L5gNIXdat5m00BBb16mbcNC2fTsT2F2NLHe66nNDSBCHtAjP7tK1V82UJsrA4yAlTIVrEz6hOv5QSQ+50fk5uuGIIPh60upMkwDiaOI/FxB/hRf6c1TWHQm76ElZKNksn4tlrbPpHgpIfOruLVwBoHe67mWcpailEQShYXFSXDh7HTcHlb+sIWf/uUoM8OaZH8r0tqVotBQJr2qwYqz+kP/aSAfEi5UkP+s3G+nnKL1xBosyVrc2ypYeS+nH6wE/S2F9r2fEDHZn4IyEWRwAVcy5GkgcfReR23eCSK9hZXUxzDFE+JfRt07YtrUh7jTFRROEWXwIz2/hgxvHUFvxdH8xRmaz0my56z6Ozud8T1yOL/2Gqw4v009KkVnC7BT0jODlcAJ/mRfyKMuIJSq4FyuLRBWFj2Ryy7TEBxF+fFUGr77inAvH2J2FNF8LoqamBLuXFWtWZm4kpK0PKoPRFGb1kz9//El+P10Oo5vJlw+hv5mP9fjkqk8EMW1o98Q+dgeWoLWS/P5ogw/5FF3Lon65HY6FogIz3qi996i9+AqtwUV8TzGAqwo1pGfvXOa5XGt/aBFchhnWnybtsa21UWzrFgG5/6woiNwyj5q41OpOnCJutg4MoSVxZKsPbKK4pQiao4lcjOtkc6NipVTR+DLF2gW0zgBSTTXZXB50kySw2qoem++fJxD5MpkGgIjKT8WR+XSxYT4l3D9LXm9ypRvqY1Po+ZiOk2N1QZYCZy4nLKWLspfVq0Jc8MXAY8aCNygMhqsuMFDcOciOAUuXKVIHptLiDpCs8h3oh+hj5kpNXGdxWjLekIeN1sIO0G+Vzl6+RDypOWostKCWl8uba3iuuHNcAYJAUXkTzHL31XtYWc+YwlWfvKHbfx/q+I502iCE3NYqduowYrz5FZPyC/NI4rrCBwga1auk2UwxNyyqMifcnxkFqGPWoIoX4KFTE9aRlF+ColiQbv3OqpSThCp3GtnP3dem1gq58Bz7qzXx2LZNFgZi0/NhWV2tYCP3fzmkbIzhprgLGq3biR0wkLS9yVQvW7VgJ0U7lbHsQErW/mvi6M5dUMFKQ+u8/nm0zznf5xnVf+P/MX21JBmWRk4sLpbnzSW5+mtlJxKpC4qiaJ35xD47E6unovhystmLxVuCCwuVNPjIisNVsbFYx56JY1Kww2VgVY25ww6bg8rfzzMulIVpPR1E3LwFH+vxAmy4VpfmT5SHzVYcU6/0eTPdjsOXetqd1pqAQ1WLLWKds7YAppCsq2QPKF93B5WlK3LfX1ci4nkyUEsJ2owsfRZgxXP79PuIJdGJap9cEoLaLDilGb03ERGTegnraHk/HEuKWtQvBcQ+YQDaz8e/YTitcvsXNiqJ3Lp9yQbtkg6T5EHP+NPqJhXN5ZlBuFT5O3NfztH3r85UJ8RtGy5Pay8+gORZTm85/uFyY3+yzv4+7/t4f951bZrfQ1W+vfnoFfPU/vJcqNcGPuonf0r2JF+a4eXaMf1iwUZMuqGmSR+ecSkM+ysk+Nl6N+m1u733FFhdGo2bmHlfuddblfe4FbRNe3fRhtYE8SRPh88PZWW6HKq/iLtChA7FVpkPyYi7wEeNIWH2ElzJE+XBiU1k7AnTfPawb9aQKgCPmol9oi4x4/YoyXkPyMrIbU3TYOXTMVLreyx1nsuofKCwaAnFxg93opymTzg+hB/rkT2ESGXRexiSt8nufh/dJ7pvsfnE/qIfQpwJNrd7WHFOM3zBZO25pDSqZ4SEp9vE3f2Iv/yJ9trVRRwGb+WlZkkBZdxMyeaOEN/U/dR0f/MvdVKHmKDnlxEmLJAVt1vvWYQ9oxl1/oDvUTrCXlmoWlhu9pLrfw5+Jdz5PVdPoQ+o3wW5VJ5wLUgQ2rdEPwr+b4Jswh/Ut5RpJZ3F34enSHdc3Mdl7DyY+8DDVBsAIoa4EZicBw8TT9SIzNJ/e0hmi8IXwoziT/QwsP0KPJfW2rBW60fmYXttARHcPW7Qlq+XUuw8IEithVPWEJuWCF1x0KoPHeJLNXOnKCXv6cpJYHyo6m0Nt0k/5mB3jSFLxWjl9pf7qGtLJ3a7yKoTqug5lgytceiaSqLJv4RMw+4z62jvL6XloAAYn8plSXkr6HcvVdC1YbVhMrbMyNW5dD0XSiVp04Tax4qwEWKdWzAype8eOm+zS3LfZ05PG+H35VxCyuPfcGNiC+IWl1Mrdit9gtVH/29BW+1k/fQ0VhG3dFgriWXcfWNGaZtxS8cpD45TJAs1wAAIABJREFUjcr9UdQc36vamWPBS/TE5eSH51J7IJy61CQyntb181Ib6l/BrfDLXDsSS3NuApWBl6k8UcCtk2sJMvOAGz5AhmaZdMMrc8hMTyFhygFuJsVRfiyGwldNLyyD6x3nvjB4LjaMTs3GJaz0tHZqsOLOsPLEblorQsladIjaG3kkP6pDeXsKsuBBM+4RPzKLy0j9hVA2s8lMyyTpSQkQgg0O41R+H4wA4EPCxXLynpbeKC9fqiX/+YHeNEMmm7zUCnDpLNtviEkUpCume89Sgy+V2OOlXPm1uQfcmSbLigJOqrdCxZdE+LJsmk8cJP7J0ZsSGguw8n+vvmYElZ6cZKatPMo/v72b/73ge3TfXeeh4uE26ST/3miJsWxpGa+wEupfxu0D35Cx+jJ347cQ7KVYVnwteqsNErCS+YXBtX3gE3tojtgsQ/YMyWGcYok0ypSwQK4f4CU64u00erKiKT8QSkXELTqX+BFi9FKrI2RxHZ0r5xksO8lprZT9Trj1X01VxjGDb6R+HnB/YbJOKjKk6AbhOM4AK8/v42ZaNDlvzDFOd7kaVER+2p9zW2Bcwsq9pg4NVtwYVsJWFNGwdgtJ0z4lZdtVGmb5EfR6HK0fz7PoQTN2ooCVq6RNlmAlKy2dywqs/DWRtk0iVpD5W5OAlQojrCTFXCf/+YHeNNVeag2fgzZIHmunZdM0S3L8FnO4hPwp5h5wZxJ/5qqUvhFWPuZa9hED7CiKVpQr5I97qEjPI8eS8h9QbvN6DP+7+8PKLmY0SVM/HacO8nMLMPJ/zcrgrgFYWnn3NcuQMr6ngeaRk5pLnu5TkqZtoyg7j7THfOQ+atlbrejvHdk7CBF98Im9NIdtMsJK/LkK8p+z0PcErJh5iY4wyKC/7PlZmpoxeakVVpZSrr8tzvuSdKmQNDHlNHEVFenHiTT3gPuLgTKk6AYjrIgprsdWkXm4hIYVll5ULJR7BOTMuUO1lpoGK3YO2uqpkfH0eeAgP9KCvpArGQkkKFMij+2gIXk3oY99RlVaBiXTVlrwVutHZmkXrSGXKD+TT9PO1Yi3QmkayJ+coHyDd9vKswkUvmIyCwe9fJbm1EQqz+XQXFtnmAYy96YpAYrspVZJU6yZMYeV5wd6wA2ZHk1z+AWSnpPL4uVH0skS6ndtJtwwDeRL1OpoagLCuZaYRqbByjPS7TswfbeHlT+eJsEAIjd59RVrILKDt69JQBOyeJtpIa4FsBmXlpVnj9FyTu7HApBn5dHkPwdjH33JgrfayXu41X6VuuNhXEssoOTPvqZpoCn7uZ6YRtWBKGrOqqcwLXiJnrCYnMA8rh8LpfJMBFm/0ZvSEWUxeqwdCCsRAzzgmsuQD4GKbnhvoWRZ+f1Bqs5FUfF9PnX+wmIzsM+74pyGF85tAQ1WNFixaWVyhVA7lIfitbKfB03Z/OttwVutrKiCHp8jmbPNFZfwcDvZbArGqjfNwZSeBQ+4XmZpi/wnmp17dNaoOo5ze1h5JYh6ASs/pvDPL1qDla1MuCDBSsU6zYOtQzJl7KNmXmgNcL6B4H6yppYB696cDR5uFVkdTAbNZdL8+0Q/BnjANZchcY86vwkzB95jnu4If3fuUK2lpsGKBitjC1YsKhhf4j87SJRaWVm8Tq1otc/KgOb2sKL4WelN4J+swsoW/vmUBCuau30n9W3vdRSuFuuynJTeOEtHwwvntoAGKxqseACsaMp0OAPKmIGVvjbORlzhULil/3wu3NRgZTj9QLvXuXrEuUO1lpoGKxZgpSN4H3G+YbQUVlAzZyXxH6XTIa7LzyT/zRWkBpRyKy+e9Jc+Ji+s0jDYd0QGkPDidqoyr9H23Q5i5ibQLu4puELJtPXkR1Yh0o199RtqsoVvl0quL/iQtO/KuVVUTeuFU6T+5QPCn1tB4pJgGvJEfilkv7aVirRqI1B0ZFymcOZHRP16EdHv7uVqdIX8WzWtP5wmTaTx9GJifQO4lirlKdXlGh0ZiRSIe59eQNTrOykOKpPqZaENlHU5mgJzrgJzx/YcO7AiwYh54ELz75plxfP7rDvKkXmZNLxwbgtosGJhoG4/sYrAR4/TdCWfAkMk0A1cy7lG+7nPJJPoimzaE49LayDejqWtqILa9yUFkXOpitbd8wh8JoQ2GXCyvHQkna/EkK4whc5MMNxT8byOsN1ltIftM6SVuD6E6oDzZP1WhFb/gebcS8R4zaQgsUoCkrx0skV53j5G+YkoShd/QKDXSkqTq2mP2E+Il57E9cFUBwSSv/BrriZVSXmKuuSkke2tI+hvAZQfj6B0zXbSvs7XYGWcmabNFar47vaw8qcANiVe5WKyPf+lrJ9t26vtuFxgq/Vzl09nOXeo1lLTYMUWrOSlkeGlI/xRHTH786n8i47AX+sI1CXRHrqLQK8FBHutpPxyJHFeesK9dCT/UDkIrKzjkpeOtHMlSLBSzLW/6gj0uSxZYoqu0ZF+kUgvPblRUf1gpf27dQR6beW6sLqIcheWUDZFR+DqLK69qyNQb0pDsYwo4NVwWty7jetXHPPYa2lwG51zvsTtTCT/9/Li1Cc+p3iZP4HK0VFlbHSBb89bqC8J283deNtw7a2k7aZuwM2f33Bg5UplEzWNt4alSQU8KNuKXXF0BqwkXKkdcp1Fe5s/g1H7bhbWIvT978meokc5Olouh9zxe68fGBJDkR0L8qykbQwRYONaR8s9EtcPuYNoN1psAQ1WbMFKbhwJXjPI3b2RwCc3EO61hpL1fgS+fIlWAQ7eByl7V0fo2/MJfPU8VybriDleYRtWHg2g7usPCfTaTu4zwrJSRNXvdQQuzzZZOfKiifPSkRFsBivHREyPb7mZrwBHBdWv6ghcmELlSzoCP8g0pNERc9QAToG/CadVthI1HBFxctT3KmnYPo6EEA8pzUc/oy4zm7aTH0s7Z359jJZjqwlUjgblZubSW7jg9/IhWHZlH/SUcBuuJ8hbAI/aHb8Vt+FGl+CzpS2Rk/SEPjPXuHNHcu0tu+B/dD6Rv1K2RUtpm5xV6TC6AffSE/K02pW4PbA0stcMBVZu3elhyTcxBsgYzsAttNJYhBUBVT7bwhDt4OifO8GKeViL8PUlVL6iRzkaZNVq+Akdgd5zpRAXk+S+r3bH7z2PcEvxvBS5fELe0j9xNuFP9ZedQMUF/9P+Zq7+FUd2QiZUMuwG7vXN9Zqj/UK73nYLaLBiC1ayQojwmkdZerrBwhI4M5nWA/4EPnWBpv2LCPzVRVrCvjK8JaVeLJUsJV+VIllAdlCTVUVH4nkuefmQF6uakskvpOyP0gAUtruUln0CXtZTFi/Wv5RRt0Y4MtpJXXb/aaCOtGBivXQk7MkzWGHaAg8ZoCQ9uILm3QJkNnA1oZJbhVe5sXE+gVPCjLDSmHSRaC8diYZ7q2i7FEHxsQITIFloB2GdMRfA0foe4pfJDb8PyE27TKJwGqVAinIc4NLbj8zsam6Ep1H8mh9xewppOBXGtbhaHpR9jdF/ilW34WqX4BvIyr/BjQsJVAXk0Bm6hRDFW+YTwgV/FvVhcVTFXKdO7yenvYkEJUSA4gb8kYXkxBRw7UAk1Z+vMULPaLWpkq+jsLLrQhb/+Y2dRmvIeIUVASyiHRy11LgPrJiHtdAZIUWCFR8ubUyn4XwoFcFF1C6YZ+jbSviJ+L9epCkuhvLv87jVfZ0Mb8Vnii+Rq9NpCo3k6rFEqj7wV+kRlVy+9Q3tlZnUnr1kJjvrES74O6PSqf/uEjfL0kieLKc9df2AMBZBz7qHe31FnpSj7aFX+9XRFtBgxcIgrUydNCacINhrFdV51+jIK6e94Brt360l8JGD1H4y02BhaS+qoj2ngo6iCq69oSNoTS4d+TkUi6kd2ZQZNi+a1sJrpvUjBdfoSP6BGC9pzcqtwmKql5kioQb+YiNF4eXcyhOwYkoneGEKzSf3GaBDSnsmiZ+nywt5C6iYp/LU+riOwN+YYKWpoIrmo7uJUqUX+3GytK7GQhso00hKHUb3OJvMrHrKl35N7oVWGnQzB8BK0ACX3vPJqm6WghNO2khdlhxA0HsrzQVfyUCx0brbcOGsyugS3I+sqzVkPSl8OfhTmBFMtPCaK+KQPLGXzpK9UnDCKadp+XaFEYSCjcEX5WsfWUD2pWKqPlwrRWNWPYvRbF97YUVAyf+avs8IKY5M2dhSTO5mWXGkXsq1ol0CU8ptVdP4m9vAioWwFopFxXB8bSN1rWVUHQil/FAm98r2Ygo/4UtiSJkcqHMGKalVJlh5ZwO1uQGSdXdAH/czyeVk67ITuqSOWx8Id/l6IreUcvUlxZHcjIFhLJ5xD/f65jJsfODaB6e0gAYrNgZqZcAe6rEjp4TWPNNOnkHTKSynNUvaXWT72mraM8qMa1z6XZt/dZA8q2hLL6G90Pb0j5KmuQCOyvdf7ac59gjJ0z4lyfcMrXE7CBEWlQB5GihgtSF2UNsmtUtvPzIz00gUnnAf+YjqvFNECsX52C7aSxTLykYSrLkNN3jWLKNOBHwTVpSMFBIM00mLKEgPI8YIK8KULbngD3zuBC0HV5lgRQ4R0M8NuJcfMf7htMTvt6LMTXDqqrYeDFbEmpTfLjs9JEhRBnNb2soTYEWpp2inwdbwuAusWAprEb6+lCrDNFApVa/ZCj/hQ9zpCgrFmjkvP9Lza1Swsp6avBNEDAAV6VqjXMpO54LEdWayE2p0wa8jYnMJ5S+rYMU8jIVBrkffvb65vNrq89pvjreABisjCCvKgD+Wj+YCOBrfI9aXUvOmMqftR1pcIZnPfE598SWSfi0fnzR36T1LsnwYAENP5PIkGkISqQ0rpLtQsaysJ8iq23DFpC1iliiWEaFsLcGK7MbcTOEGmbsB915K7skEqg7F0xiyxxAjaDTa0zzPwWDFfNpHGZgdOdpSTZ4EK2JaSLSXrT/3gBXLYS3C30+n4/hmlGPMymQaAiMpPxZH5dLFRhA3AMaUb6mNT6PmYjpNjdUmWHnLl8gVKTSGRlF+LIGaLatVU54qWVKFrxgIKyVcf0uKI9QfVnxMIQKUMBa/cw/3+uZyZasPaL853gIarDgNViqpW7aaS79bSvSfN5CyIoibOcJ6Ic5/RMrBYjoyErjyt6WEP7+KpGVhNOWlkP3npYZ7Lv1uOUm7pTUkHSnBJL+4jvwoectyYSk1az/h0jP+xLy3j4rLFca8DPlNu0hTgX2WEkfByVwA3eu74rZeOeqw6lZ/kgg6qCPo376jPWijcYpOqo8Nt+EW3w4dtH7086yrJ/hxBbwcTMcZZbGQxmCwItSKsBaIBaWOAIr6WluqyVNg5Y31Fwa1qoh2cA9YsdH3JsjypBythp/wJXiijsBJyyjKT5GsmOr+ZfU+G3mr77f52STzBhl2A/f65rrRVp/XfnO8BTRYcRqsVFD9so7AOSFUHzlPtvj8/CkaC6TzwZ/kUT9PR+BvD1Nx+By5H0bRYvCjoiP9QBw138dTlyAcvFXRtGmOFOdidqq0u8ewTfoD8g6FU/LhQarSlLxCufZ9PDWBVyxPCTmhbuYCOFa/h/mcp/pcKjd++I5EsfbEpiIcX7/bAyuKahHrVsynhMbzAlsBZI/POYIjbeD2sGKvbDy9lZJTidRFJVH0rlhfMr7kZrD6KjKjHf9/9t7DL4os3/v//TXqjLMzu5M2zbPPc+/G+8zs3XT3bnjuyhimDAgDxjHnNCIoA4OYcXR0RB2ajIIkySACiuSckdB0EzrV5/c6Fbqru6uI3a00X14v7e6qOul9vt9vfepU1TmeIUBixQMndHG0QhYl0kRrZUnCfCrlDxoEEZN4+Cn6jrG3fHah4utiDLFnRqQHaPNPfI+6r7MwwEZHqiuFV6ALzp+Hjs2p8rQVIzk3hOcbsrbp0F3GnoGRxMr/+xZ1UTq05ksjMB5ri2OUZiaHpP2LP0DPRazIYedaRrX9Ydu5nKjl9MrP121kRVk3re9MpLBbPozDXP/8RqyQOJlWoM3VLuj46QmQWPHYCd5FrDzNRg6b/C2xXhIrVRh91oCemGg8Yq/e/jIOPcKryauQ+qcjyPvXZXRVtWIk8xJ0yzaj4uxV4TXlx3fF6fSHHySi7PfsVsZWVD0Q80z4cD/y/n4clcmzeSjXIUDmciuIxMjiFyMz9eF8xAoLK2yOESY02MRwC/lbjGKF1Xk+c6wwTiRW/N+nmM/Rn2cJkFjxhlipaUD3ie1IWHYMbRUOETP8IAOtWQ0YKU1A+rJ1qM52nkeF3QLq2R6AhHcP4HHASeT/71VI+Fs2hivL0fztEwxVv0D9R6uQdLQSzb9dhcTDM0+XPxdhonbsTCc62r/4A+98xYqnQtFiFCsLaTuJlcXvM7OJewuxEUrrToDEiofFit2If3QQVffZQoGyWKlEz0HFXCqffIe+Cud5VBJW6VDKJm67JY6mjGR8LUwW15Icp5hbZTeeZ4u3luxlLTuJ9jlOo68mTNS2OcpYGgFmKbaXxIp7YPTmFhIrSyOWeNOGlmLeJFY8JlZmeZulqg6DJU0zzhzrLhyaMVT0Ytbzo7inn2X9XHgsxZP3UmsziRXfhn4SKyRWfGtx/lEaiRWXk7OnTvL+ks9SO3EvxfaSWPFtMCexQmLFtxbnH6WRWCGxIq7grMHBeyfvAGRGNsPY0o2x5m7on1ahIzYaD38gB7IApO99iva/a89Jkrq1fNr97nUPQNK766Z9gt89jVwf+dMTech5TfP5wZdorq5Cxc+mOcZDb2OQWPFtMPeqWFmxEy+q+mFoZn7VieHcAtSHbEeibCsfXUHf/SOKSdpc7SsQ5Q/zkcdmfpbTzPS5Yh2S33aZ92SmNK77PZGHa54qv1NWP8Rw7kWN2XXn0GaVvF15+daq/L80EisaJ2l/GRlZaDtcHdBzv1cjN9WILmE6+1XQfbAdj7+sxJShEqU/FoNG4v/ah6z3tAJIANIjjDAEipO9zapebx5C17A8bb5WvjNs90QeMwW6D75EW88ARm2TqPu3BZ4EZipr2Srh7ZRXGeroAdsZbG4WfWi3f2afoyXSBG2rkfLrk3iWPQbzo6/E5R1Wfo7sjzdoC5HlIagd7RVmo7XnOUP5ur+WYEq3fxoBNHP7PJHHTPVNWZOLic4O8MYEPHCaqHHm+s2Ut9r+V+lT/lg2iRUSK69oZMVZrIjOHoD04wPgpcCX/K97qPm/nyLhjSA8PpqKjrx6DKTqUPRzdgKXxMqe03j+fTVePi7Ai7VsHhsx8Og+CsOL76swWFiChqBQ6JYF4MGuIph4PXq+SUTZ/w5AwhvBKDyXj76SZ+i6EIkM6Woy5R9xaEp/jr7vE1HxsXIkxjWPQBRG30GOYjQoY2cSnv56Ax6fiUPemnh05NejX3cfhT9xiA73urkEyw+OoOTPgSiuN5JY+dXJec+aq5xBV/mdiaNX+efVkRUnsSLZ1fIQ1HTa0PHnT5Hw7gm8kKa/1/3sJKovF6C/vBZd0WeQxmajFcRKHyrX3kG7m+1+ivR199Ce+wIDqcko+T+rkbBiC54kGcC/LEdzzNfIWL4K6va9EXkH09BdVIX287HIelth8655/DgMdWEHHKNBy0NREXsND98/geeHjqAg/DH6y2vQEXkaqXbRoVI3F5GV8vdI5Pz4LPSjJFZepf3Pt2wSKyRWXiOxsgoJ713CxPj3yFiuGDlZuRPle8Lw6KPNyAopgrnpElIFsTIFfvIpqv4SjNTfRaJdP47mjz9Fwvtn0feyGk//cyMSf7Qb1VVGdPx1DZJ+dQFD5mco//MuZLy9AcW5evQf2IuUlRyyjjbDlHAIiStPYtBUjbJfbUL6X75C+R+VYmWVSx4ByLw2gbGdG0WR9OYBdE42ovjdENQaeFhzv0HOR4HIDMqHeSwDWWydIo26ySLL8bmGxIoXhAoTLUtOrCxbheRdw7BEbUHCL+JhajknCAHdb2NQuW430n+6C2VJExjbHSiKlQke1hx3203ZWIWp/Gt49MEaJH9yA8Ojj5G7ch0e7myEreA8cj4OQZKGfesCamHL/xoPPwxBTnAMst9RiJVlLnms+AJNhi5UfCgeo/tLIaxPziL5F/Ew8yb0HTmA9J/sRMl9I8xsEVO2er1q3ZRlSN9XRpBYma9aeMXplqRYsU6apj1BL/TWiT+ld5w8VRzf5cplbseqjaysQsIPomCYSsPDFQqxwsp5fzcKt3+D51EFmORLkfsm2z8B8+lg+2hK0vomWHX7kXpkDHzhPVQdjBP+Vd8eg+3OHujePIKeUek20E++wRT/DLWHxWOqjj7ClCUHj1buQvOwHl0HDiNVWATRpd3KPFi9PrqJ8b7vkL58FZLWPIMl7TB07OrUMI7nH8mjKetQ9NSMjj99ql03N5YkVpSjIZ78vhTFSmJwH6xXtjuJFTY6mfLJaVQcvYM63Sj49EOiWFG13SBUDfMYOHtd8qsbaB22ou33n0L39wqYpNFQTd/7OAOmoWI8/Vug6u0iZR4sjqQfG8DE6RBhEdGCwil0/201En5xF+Yx0deEWPN2OIZNBch+I1Czbm4xicTKK5Yc8y9+SYoVhmu8a5AEyyxGldyc3e2k6nIyn/V+dbGStKoSfFU4kuTbPIFrkPjfDzHWWoH6Q+dRwt3AsPUJ8gSxYoThc8fIh+6vpbA+Po4HsSaYr8egZHOk9O8cCj9ZjwSl0PhlEqyGByi3HxOJkrW7kczq//ZOlF2txXh/Mxr+H2cXQwILZR5CWzmUPDWg+f9uQlmtEU2/C7APpZfZrx5XIzfdhP7/WaNdNzduJFY8KVCUeS09sbIOj7N5DK9fpxAra5H7TTcMmYmo2nYORUdbwGcdsdtuqf02jWS7/9qB+qkJNG+VfSoSJYGn8ejdVQqxEjCtfSf97ms0FQ1isioF+T9yjhuuYiXhR5EYHs5A1odfY3Q0HZnsFhUbFWqPRpLsK28eQvdUDfJXbtOsm1v8IrEyf7XwilMuWbHCuLMRFotxkv5Nw8DN2eVAseBPd7GS+NuL6LVMoPkP7A0geWRlLR7dnsTQWmnV5N9ngucrJbFiAl9xThQYy1Yj++YExvYEQvenXJhfXBVGO4T6szcN2BIHK3ajdaoTZWwhwzf3o93Qjqf20Q/2lg8rYy1S3pFGRH6bBqsyOLI2K/OQGOj+uxim4scY7/pWLJONrEzyGP5cepBx5V60GLpR+eNV2nVz40liRSkwPPl9aYmVtcjcVQmb4SGymQ/It4GYHRsbUMi2LVuNRzd58NmSWJnkMRToarurkX13AqP7HSOZCe+sF58r+eQRrA3Rgh9q+t5bG5AkPF8SgMwrJhhDHBcZgo8q8hBjzmrkphgwmPAS4yekMn9xF1a+GaXvi0JH94dMmJsvI5X5vlbdXP2KxMorlhzzL35Ji5X5Y1s6Kb0qVtJ58IM9GGvugaG1D+ONpaj+L/lNBVmsrEHin1JhMA5gMLMGQ8WFGBiqkMSKHlOZz6CveYa+yiFMFX2Dh8Ktm3XIDq/FeHsj+vOaYeztQNNf1goCKGN/LczjfWj751ok/Skeg919GMqrxnD7EEavHUDie2Ho6NTD+KQGQ91jGNitCM5C4AuAMg9RDG1Hg4WHfotUdyZW9JPoK+jCSGEVhvvGMHh0uzT8rVU3x5Vm8meF0Df1wszz4Lu7oX902SG8XIOvB37Tq8u+9WdvP2DbzfOYFF5d7oWhfQBj6TeRI79VJ4uVZWuRfakPls4X6HnciMHE55jKlMTKkB49hZ0YKajCUK8eA0ck2317P54Xv4Sxshr9VX2YqEtHzltMwIfgafEELG05yP+Bun0nryuA8WUfhh43Yny4Fk/sFwmS3TvlIW37dTJsfCfKFHU3G59ioLEVA7lNmBiuRfWvPxVHPrXqZvcPDkWJHRhrMYLneYw3d6J3z+fOo6b2Yx2+uJD451ur8v/SSKz4fx8vqIULcVaPpl25Aek/dbkak4PLW5uQ9p7KfCzL1yH1f21Cov2NATkwrkEiG1YW0gcg6SefI/Ut+fkStj0AST8LQdp0c0esUOSxcj/aXj7FY/mtIOGNCvH1z8QPg5CsNmeFVt3kNvnwk8TKglxkzom9KlbmaDe694ORJo8kuqTVtN23A5H+IRP/sg9JnysV0wio2feKz5D2i83SCItLWjkvRR66P+VgKuek460gu9Bag5Sfb1B99iVBq25y/j78nLNhUIJpCZBYmRYP7XQLSD509te/7EAUfZ2G5iIjxr7c6gjeCrHy+reB5lnxtZe/TmLltbTPH4ej/upDDIx24dm/Ky4i7GJFQ+i8ZrHJ13bl7+WRWPH3Hl5g+17LYPbaBKXVSPvzGRT+OcjlKm810v6wS3qW5vUPrDSyskAnmWNyEisz+MSbm5HzWRhyfuYyWroyaPoJ7V6buCC2b45mQYfPQIDEygyAlvpuEiszBNbXLEDOp79IrPjWy0ms+L9PMT+kP88SILHiWZ5+l9t8Tn6UZnEFYxIrvnVbEiuLyz/mG898a1X+XxqJFf/v4wW1cL6OSukWT0AmsbIgF5lzYhIri8c3FhLH5mwYlGBaAiRWpsVDOxfirF5L+7t76Dm70/FA6zxvxcx91eaZguzMK0V7jck8GbD6kFjxrZ+/nmIlAJlny1HLJjVcgC0lLJvHqs0zlbc8GJU5c1wJeqY8fbDft1bl/6WRWPH/Pl5QCxcWuGY6uc9vP1uh1ZR6yOWh1rnm5ZjHxZNtnH6l6LnW0TfHk1hZkIvMOfHrKVbcJ2mcl1945U24NUj/4+J5YF3mNmfDoATTEiCxMi0e2ik73uv0qSlW1FZRXh6EknOX8ECeV2V5MErPXXBeKHHZKiT95TYatm2Bbpn66q1sBejq329FUVgu+nJy8XxtEIRVa28+wWBeDp5KqzNPv1K0b8THXPuKxIpv/XyxiRXVVZR/HokXuxSv638UhRc7t0jT9YtzDCVHmIAJAAAgAElEQVQsW4ecL5NR/m9s5XS1Fc7X4/HZm3j07+F4Hv8UfXfjUfiz1UgLuImWrBfov3NVWp15PR6f+1ZYCFR1pWgfjJLM1afY8fTnWQIkVjzL0+9ym4+TejuNuljRWEX5jT1oG61Gvjwx2xv70TEqT9dvhCFwDRJ+GoOB0WqU/iRAY/VWNgozDr63AU0btiPtl9Ho440YrSvGk98HIf1/MmEZjncWQKorRZNYUXMQNv29J6fTnykvv55uf94nbo2RFa1VlH+fA1P+cfvopu5Pj2F6dERcxHOUiZUApG19DlN+FFKXa/gmG4UZ4zFRkYbi32zGg5Aq8PoO6FMv4dHPgpF/cwqmiBAnAaS6UvS82+xdf1Szddo2fwIkVubPbkmk9LbwmE/+qmJFaxXlt6YTK5PgH6Whq3cULf/FZsfVWr11NdIjpsBfl5+TWYPiZh7DG6QZdd/Yh3Z9FfLlxRWZAGIB1G2laO8Gx/mwZGloZMW3rryYRla0VlFOnE6sGHn0XinBxGAmctiCiFq++WYIasd5NMvPyaw8izG+GcXSAqC6P+bDnHtMIYCY/6isFE1ixbcG/IpKI7HyisAvlmLnewL0ZjpVsaK1irIwslLjGFlZeQIDNnlkZQKmC1/hWcUEerkNSFiutXqr+HyLMVieYnwNimon0Pgb6WHEN3ajdfQZHq90PAejvlI0iRU1u6eRldfBLtRGVrRXUdYxsfJYMbLyr1phIUQdGy0xGNEQfAtDhkoUsXV9tHyTHavvQ6m8TMXKMxg1pOKhdMtW98kjmAqOK8SKxkrRJFbU3MrvtpFY8bsu9WyDvCk65pu3qljRWkV5+VbU67tRJixJH4C07Q3g+SppIUTpNtAHkRgwVqP4fa3VWx0iRKzzGhQ9N6L+l1piRWul6NfhpOReBxpZ8azPzJTbYhpZ0VxF+d91MDd/Lc7SvHwzKip48LnK20CrkLL5GSx5Z5Gi6ZshqBVuGUk2ufIMRkYT8UBay8tNrPxAY6VoEiszmZxf7Cex4hfd6L1GzFdQeDOd7q+l4PlRjDV1i//qnwiruKquorwsAA/De8APteDl817oU3XofvnEWawskwJrYSRSVFdvnatY0Vop2l0oeJPTbPMmseI9/1HL+bUVK/Iq6JJf6bMuIn25+irKCSu243kzj6maeoy0dqLr6zJMZTmLlYRlG1FSOIWBzRvVVzh3fXNoJrGyUmOlaBIrambmd9tIrPhdl3q2QbM94b0+x6mtorwKuveCkf6utJz8bIKbJ1ZvnW6l6NnUwUfHkFjxrM/MlNvrKVZmENJqqygvW43kj4KR/MYMae12rO6bc40d060UPde8vHn8THZA++dGgMTK3HgtuaO96cyU92yDvHePI7HiW7delGLFLji8a4v+FBN8a1X+XxqJFf/v4wW10J+CB7VF/URDYmVBLjLnxCRW1O3Q3/xzzoZBCaYlQGJlWjy0098CCLXH/URBYsW3fk5ixd0G/dEvfWtV/l8aiRX/7+MFtdAfgwi1yflkQWJlQS4y58QkVpztz1/9cc6GQQmmJUBiZVo8tNNngeTNEBRfrMRISz+MHf0YK89H9d82aC+qtnwLqh+mIZs93PfRFfTdP2KfTXN+dQ5AZmQzjC3dGGvuhv5pFTpio/FQngNikS6mNhsWJFZ86+e+FCu6X5xFQ3YLDB3Mr3rw8v5N5L4/jVj4t2/Qc2UfdMs8tCjnip14UdUPQzPzq04M5xagPmQ7EuVnYDziu9O0Ry7nFXz61qr8vzQSK/7fxwtq4WxOdgs+5q19aOicxMuIo0iTpsVP+l0UGq5FIlUryKzYhZbRWjxeuQoJKz9H9sfTCButPJy2O0+KpftgOx5/WYkpQyVKf8yC4eJcTG02fUNiZUEuMufEvhIriX9MhtFYh9p/bpaE/GfIDE5G0+ZA7YuAjzNhKj4pHO+RRTnfPISu0RLkCn69Gim/Poln2WMwP/pK9G2P+C6JlTkb4SJMQGJlEXaaL6s8m5Pdwo4JQPqJIVhu7tUeGVFbBE0pVt49gRcndwnptRc624Dcww/RXdSAgdQUlP9Ono1WDnTOYkVsUwDSjw+A1+2HbpljMbWED4+i6mopBnLzUb99F5IE0aO2AOKnSFv1DRp11XhZVIw6Lkg6SWxE3sE0dBdVof18rLRYm1p6uW7e/SSx4kuPgrC8wcJ8Zhb2sDwYNb1TaPnDak1horpAoUKs2BflXKZlx6uQ/N/X0ZxRi6GiEjRs3ekYMZEvBJzEilTv5SGo6bSh48+fIkHhuyn/iENT+nP0fZ+ICmlhUNU6vhGEx0dT0ZFXj4FUHYp+Lk3OqOaXarFDrpuXP31rVf5fGokV/+/jBbXQ60F12TqUtk6h4VdSwHELIBqLoCnFyi/iYWo5JwRK9YXOPsPj5AkYv43Go4+CkLkmDo1f7nUJrGpiZRUS3ruEifHvkbFCnm1zNR4XW9C/ZRtSf3EApVv3CWIlZWMVpvKv4dEHa5D8yQ0Mjz5G7srVyNx6GYWfBCPt42h0Grrx5MeroAuohS3/azz8MAQ5wTHIfmeVxgKKszgpufGaexoSKwtykTkn9snIyttRMIwn26eud/NjjQUKE+xiRTkRorodJ/2rCObOLJT9ZzDS/uNLVF26jWw20qm0STWxsmwVkncNwxK1BQmy7648iUFTNcp+tQnpf/kK5X9chwStOqouEqrmlxqxQ1k/L36fs2FQgmkJkFiZFg/tdAo8XnFsDhXdE3jxfzTEitYiaCsVt4HkgCfUT2Whsw+vYcKos0/jrd4mDbHygygYptLw8A1ZrAQgK86AqdRryP2JPMmc1gKInyJhxQY8WhuL6jPfo2OQR/dfVyPh4wyYhorx9G+B0mjSNOm9wtz5hEJixbd+7hOx8qNYjBvuIUOaut7V5rUWKNSpipVVKnYchKd9k6j7Nw2/le1WQ6wkBvfBemW7Q6ys2IXmYT26DhxGqjTJnGYdWd5ui4Sq+KVW7Jj1JHbOfuLKcKbfvrUq/y+NxIr/9/GCWjiTQy58fwAyr01h4niw8xWZHOy0FkFTHVnRWOjsl0mwdMRIt2u0ApC6WElaVQm+KhxJTlODr0PmljQMdI1g+OIxJGstgPjTQ2hu7kVPTBzKA8+gutqG3r+Lw/JJv/saTUWDmKxKQf67WgsoatXVs9tJrCzIReac2CdiZcVONI2/RM1HamJCe4FC1ZGVH6jY8T92oH68H+U/nMEWVcXKOjzO5jG8fp1DrDB/f3snyq7WYry/GQ3/bz0exJpgvh6Dks2R0r9zKPxkPbQXCXXxS63YIccWL3/O2TAowbQESKxMi4d2LlyMzBDMWMD4SQyG+F7U/fd6h2BZEYjHx6/h0Q/3o93Qjqf2oBuApHfXIGHFF2gea0ABG3aWR1ZWaCx0xhZSG+9Bzb/JIyEBSP33jY6yhKDlLlYSf3sRvZYJNLP7/gqxkvj+OjHtip1onOpD2TsaCyB+8giWitPi7aaVe9DC86JYeWsDkoQr3gBkXjHBGLIe2XcnMLpfIdjeWe9ym2oWHOcZfEms+NbPfSJWlq1C6tYG8C065L6rsJ0fn0DNgb1I+lMuzC+uIl0eeVmxDsnMl/7jAcwVX4pvA0VIC32q2vE6ZN+bwtjxLY5nzT7cihRpxWR73HATK2uRuasSNsND8ZaR7LvL1iLlHUlY/TYN1vZoJKvWMQCPbk9iaO0awQd1v88Ez7NV1FfBzS/f04gd8/QTe5tmmd63VuX/pZFY8f8+XlAL5+qg8z1e92/RaKsfwURzCwYrOjD+chAD0SeQsnyV+iJoy9bhcfoEplJPI1kR8LIv9cHS+QI9jxsxmPgcU5lHhKCW9Md4DPYPYeTxE/TX9GEs4azLm0arkSsv5NbcA0NrH8YbS1H9X9JbRnaxsgGFugFMtTeiv/IlpoouiQFfbQHEd/ejsW0S4yUV6K+sRWeRHj1/X43kdQUwvuzD0ONGjA/XCoswJqilf0txkpllgJwPfxIrC3KROSf2lVhJWLYaD0JzoB94ibHqOgzVDWCq6znq/sWEusYChe+cRLdhDF1r1yNdFitvqdtxwtv78LxkBBPPatD7uAWGxsco/tDFZt88hG6ex6Tw6nIvDO0DGEu/iZz3pONk330vDB2dehif1GCoewwDu5lwV69j4p9SYTAOYDCzBkPFhRgYqkDem+p+qb64qUsdveRbczYMSjAtARIr0+KhnfM5+S0ozcqNSP/pZy6jHiy4aCyC9qb7MLf2QmdSHj9wTzPnOv8wCOk/lUZYlMHObQHE1Uj5aLM0kqIIkis+Q9ovVLa7pVekUZbjwe8kVnzr574TKw7b0X0QjLQfqti96gKFAdC5jpAs07BjZofMZn/s+nado+zZ+1YAkn4WgrS3XeqpVketRUJV/VIjdnjQh9Ta6Fur8v/SSKz4fx8vqIVqTkjb5hOIX980JFYW5CJzTvwqxAr5rO/9b86GQQmmJUBiZVo8tJOCnO+DnK+Zk1jxrZ+TWPF/n2I+TH+eJUBixbM8/S43X584qTzfB3ISK751WxIrvrfxVxFXfGtV/l8aiRX/7+MFtfBVODmV6dtg/qrFSlvfKP6/X5302b+cp+0L8omFJiax4lv7flXxZKF2QumdCZBYceZBv1wIvCpHp3J9F9BftVhhJpdQ0IAfrr/iVcHC8mflvOo/Eiu+s+1XGUdetZ35W/kkVvytRz3cHs84ewAyz5aj9nfsKX/n1Y3HnlWhcaM0v8hMK7R6+el9z7R18QXi10GseNhsX+vsPCZWVuxE7cN7yGRv7jj5TjdGclNRLM9N9Lv7GO7oxVhTN8YamtCnS0LZbzzx9s7is3Vf+vhrbYSLsHIkVhZhp/myyp5xbuWEa8rvq5D0m2h0m3vxhM3P4DSBlMoKrSRWVF7pXvgJg8SKLz3KgwsZKv1F+X3ZOjwMKYOt9ZIwl5DuryUwpR4SJ29buREPA26jd3gCvcHTrL5MvrZgX/OtVfl/aSRW/L+PF9RCb4sVNvFTScMUmn4b4CJWpJOwcoVWpwD6GQquxSOLrfOxchvKLuSiQ1eMntQUlP165qtG3V++Q+W/u8zn4JS/hgj47Teo+cQxE276tu+Q/476sYm/ikbD3cfoSK1A18VoPNSY5C35X9+h/KMAJP4tXqhT4k+CkSzMLLoWueFX8EA558Wbe1EXd2qGpQPU66PVlyRWFuQic07ssZEVpUBRfmd2/HYk9BMZwqiLk1iRbfwXNzFuK0CO6zo5P/wSTRHiCuaztV+HXa1GzmkXe5XLm/YzAJlHvsUjuS7LQ1B++piGja/Bw5BktCcUoCuzGA2h2zVmeubw+HQM0pfLPrQGqR9xggCR/cxR71XQ/SEBzZ+qze80N19S5jlnw6AE0xIgsTItHtqpdL75f1eOpqxGbpoNxm+/w7Mv76AhpQMT+dIssK4BVwpw9hValQHvZ1fRE7UDCcuDUZn/HM//KAWaH+1CwZ/YrLMB0L25CglvrJGmA1+NlJ9tsE8NnhRci46/rEbCjwKRIq8Uu2K1sD/xw2DHNmWZy1ZB9z/l6F8nTvWdsOxTPLpRiycfqAS0jy6jv+g7ZAtrpwQg+eNTyJZn7WQTbCnqknqgFk0fByDhrY1IfvNTZMfXovxHYp6JH6wX67z8M6S+y0TSp8i6UInKn6qU6VLX2fYXiRXf+rm3xEq3dQAtp2/hWVgyuuqG0b87RDg5q4qVZRvwpG/KbSHCtP0VqGMXDlr2K/mIbqUk2FduRNr74npX7MKjtLgAOW8GIPknsq9JfvjWJqR/IB/narurkf+wGoWyH76xG83Fl5DiZs8BSN9TjYHT4krnCcs5ZH26H8nycU51CcTT4gxkrVgFwYfe2I+24hjxWMHPpDr8cBOSmUh6Yxcasq8gTc7LA5++tSr/L43Eiv/38YJaONsT3vTHuYoVC0YjY1AWEo2KoxkYHmlGFVt1WUOs2FdoVQSQxLVlaGcrGP82BSOXd7oP2b4dhZc1pehKuoNHv7yIztwCNH2djs6cXJT9PABJwc0YS89D2/UM9NQV4fHbq5AU3Ah9RjG6bj2wb3Nt1+zESgAyL7ahkQV9RZ2F779wr4ssVgQB9Y8DaOgyYTAuDlkrpeD/0QX05D9Cw7VM1HyyGrp/FKFntVbgdz0RzPybxMqCXGTOib0mVkwdeLE1GmWhsaiOa4Kp+hth1WV1sbIWpW0mNP5GaaNrUJiRi9w3te03KbgeI2kl6DyzFxm7CtGnS0P9tSL03Y1G2vJ1KK3qRve9HDTHVUCffBJJb0dhqK4MXSmP0JzZgc4AlVmfl81SrKzYgYbnqeIzOk5+FYB0t7rIYkX0oby/JGN8shbNB3chWbhQ+RRpOyvQfysZTTe/Rdabq5GXVC6uNeaU98z+4+bjUvo5GwYlmJYAiZVp8dBOLUec23YXsZJqRBcTGpJTJ+8aguX8Ng2xolihVRFEkoKeCqMRuj/nY+SkYgFA+Zi3o2HojEPqstXI0TWg8sdS0Pnpdbz8di+SQzoxGsoWTgxA+skXqP9NAJJUtsl1lD9nJ1Y+Rc79VtR85Bro1OuSJo2siKM9axQjK5JY+XkMeooeouKP4kKPuj88Qn/gzLe65DrP9Elixbd+7i2x0jVaglw2mij4wAY86Z1C/S8DoCpW3j6JXr4ZRW/Lx7PPdSjJYaMRWva7CkkhvRg/GIiENw+io+KKfX2ttMP1aPlPDmX1bShjCycuD0ZNSSIe/jAa+tpocUTjo28xeH673e8ddjlLsfLGfrQ/+xbpso/Ln6p1CZJGViQfessxsiL62adI3VqOgW8uIvtdJtg+RfbtapT8QMljYd99a1X+XxqJFf/v4wW10BFQFuK404mV1cj6xoyJw5tVxIrLCq1ycGK3Y/5ZgM5/rUbCD46io0aHTHuQXoXEH65GwttRGExiDxV+ipx7jaiSb5t8dBMvv9mNpOAX6PgvcSg77WgtGn7LRlvct7m1/5OHeHk0SAq461CUU40ilWdREv/5GCPRX9hvOyUsW4uklep1ST3wAs0fs/LZrak1yL5dj0phQTgp0LJh6nd2ovRyLXq3ByJxTRk6/uEQe251VHCazT4SKwtykTkn9olYeXM3mk3Dgt27iZUf7MSTR1aYv9mrsE/m36uRryvC45WroG6/bPSxDp3sQuONA2h/Eme/bZJ+vB7Nn3yG0hL5OZggVBenIPOHURjUHRTL+dk3GLyoMgq6LABZ39Sj+udSjHnnDPryzqg8i7IW+QktqPsPhe2/9Rl0qnXZjKclTHjJYmUvWsuvCLeWZLHCfCPpd1FoLK5ExU/WoCCjQFi9eTY+M5tj5mwYlGBaAiRWpsVDO2fjlDMf4yJW5NWN2auULS8xnn8Tmex+9UwrtCpPwu9Fo/eO+IZD8n/fQ09+KdquP0BbSgU6T3wBHRMrugNikPwoBu3ZhWi+8ACdWY9Q8mMWdJkwcBUrrts+Q/65ODxUPuC6PBjl31eh61Y6mnVV6A3fg0Q2enM+AdnyA4JCPTnknq1Af1oOmq/noCuzCDUsyKrUJfFfxRi5fhSpUp2S/uchBlLvIf9dKdD+8iKa4zPQ+F0VOoMDkX2zAqXs6lXJYwHfSaz41s+9JVbsqxs3dcPQM4j+4zsF+9f9tRQ8Pyq+utzSC2NnF7qPHXQ866GwneTQSrQJo57q9uvwmwCkb81Db2IGGq4XovfWOaTKz6wIfqAUK5IfymLlnWN4cchlhIX5RW4xWq89REfuEzz//RokvHkA9dEugupHh1CbWY3u+Adoji9GT/K3yFypVpe1eJzShuZ/BorP0byxDvk3atF1Vvaz1cjY9RBtcalozS1C6U/3oyUzSpXJfP3Mt1bl/6WRWPH/Pl5QC+frqN5Ptw75sfGONwiWrULi+xtUrsbkk3oAkt5Tu18u71f5fHM/Xpzb53L1KR339gYkK0ZztNu7FinvyQ/kymWo1GW58tkBdpzL7+VsZIYJul14Fn1U400JOf+5fZJYWZCLzDmxx8SKQmRo29/cbCHhneOoD9+tsHk1+1XkuWIdkt9xsdUZ6qX78/d48UfF6Ij9+AAkvc8pylaUYz9G2vbWBiTLD+TK+9TqIrxVp8hnhUtd2cgMG6n9+Dbq/jnH+CCXq/E5Z8OgBNMSILEyLR7a6bEgqOHQlL8ikL4iRiRWfOvnr7VYeUU26I9xwLdW5f+lkVjx/z5eUAv9MYhQm5wFEomVBbnInBOTWHG2P3/1xzkbBiWYlgCJlWnx0E5/DSTULscJg8SKb/2cxIrD9vzZD31rVf5fGokV/+/jBbXQn4MJtU08aZBYWZCLzDkxiRUSK3M2GkoAEitkBNMSSHmfzQa7NILLUm0niZVpXcDjO0msLI144nHDWeIZklhZ4gYwU/MrvrhIYsWPxRoTo+NdgzOZAe33IAHz2DjoIsC/BUvxprMetBjKihEgsUJ2MC0BFlgf/+s4CRY/FCzshNl+P3/a/qed3iHQk1lBgsUPfYqNzmb/YS9dAHjBbUiseAGqP2bJRAsbvqZ//sFg9EW7P5rpomsTG9Uin/IPn2L9yOIk/XmHAIkV73ClXIkAESACRIAIEAEPESCx4iGQlA0RIAJEgAgQASLgHQIkVrzDlXIlAkSACBABIkAEPESAxIqHQFI2RIAIEAEiQASIgHcIkFjxDlfKlQgQASJABIgAEfAQARIrHgJJ2RABIkAEiAARIALeIUBixTtcKVciQASIABEgAkTAQwRIrHgIJGVDBIgAESACRIAIeIcAiRXvcKVciQARIAJEgAgQAQ8RILHiIZCUDREgAkSACBABIuAdAiRWvMOVciUCRIAIEAEiQAQ8RIDEiodAUjZEgAgQASJABIiAdwiQWPEOV8qVCBABIkAEiAAR8BABEiseAknZEAEiQASIABEgAt4hQGLFO1wpVyJABIgAESACRMBDBEiseAgkZUMEiAARIAJEgAh4hwCJFe9wXVS52nqSEJ3UA5uy1tYW3IjOw7DTRuUBGt9tg8iMvoN2KwCbCRMmKQN+DMXRV9DIts/6z4bhvEhc0UjEjxUj+koj5pTlrMv2zIG24TxETltHG0wTJmf2MxVtG8CD6HvomGvDbcPIi5T7QFHuvPpmpkou9f029CRFI6nH2YGsLTcQnTc8t/5mKH3mVzzGiqM1fe516dXX1q8WHPNeF8KvXz1IrLx+feLzGlmbzyPkfLPzSd9cjaMh99DvHGtnrputCzdDwlBrAVi+oZdaxXxtQ0gO2YsK88xZKI8wD7eja5xXbrJ/tw0lI2RvBeaYpT29T76Yh9HeNQ71FoBBwvnQS2idi/CwdiAuJAJ1c0kjNNaM4fYuCDiV5c6zb3zCb9EWYkXz+RCcb3buJHP1UYTc65+HWPGVX9kwlByCvXN1VF/302vqV56Ieb5GuVjKI7GyWHrKi/WcWaxYMVydhCvnTiP8/D2UvxQDsHW0Fpl3LuHsqTDEJlRhlAkbWayYBvH4Yii4rV/j2/slGLKIYqVs4Cl0F8/gZFgskl4Y3E7i/MQLJD1sR29JPC4nNEP/IgkZ3VaAN6Ah+zvEnDmHK/cL0WUCnMTKVAvS7xZh0MrD0JCN72LO4NyV+yhkBzr9WTFam4k7l87iVFgsEqpGxROHSv68oQHZ38XgzLkruF/YBSEnfhzNj75FTNiXOHc5ARWDFkfu/Diasm4iJuwkzpyPR3GPCUJ7MrphhVq5Ngw+vohQbiu+/vY+SoZsgHUY1UlXcO50OM7fK4eEGjD3oui7GISdjsKtx2W49LmLWJlqQnJSAyal2kw1p+JuqXwFb0N/7vcoeWnEi6QMdFtdyh0cFITkTH3jaCh9m5nAbMSKr/yKx8SLJDxs70VJ/GUktJiE3+p+5SxWplrScbdoEFbM4FfWUdRm3sGls6cQFpuAKiEYMLd19yG1bZjGr/jxJmTdjEHYyTM4H1+MHhNeT78yzy/mzWxLdAQjQGKF7EAYAQk8noma2lrUyv+qk7AjiI2s8DBWnsPWiGx0GM2Y6MrE8ZDLaDYDlt5i5FV3YkTfhdKLQdifP+YQK+Yp9BecxIbwIrR2DcHErt6DOGw/FoeC1iGMtKVh34bzaHG+8BQFCLcbhy9m43mXAYPSVZ6lNgwbI0rQbxhCS3kx2qcUYsWmR/GZEESU6WGz1CJsYwRK+g0YailHMTvQ6c+C3uI8VHeOQN9ViotB+5E/xsM9fwtqwzYioqQfhqEWlBe3YwqTqI0Nxq4bpegYGcNA3QNEBO1D+gBTaZN4cUHeN4ruZ48Qn9aOKfvoj1q5Nkz1F+DkhnAUtXZhaMqIynNbEZHdAaN5Al2ZxxFyuRlm3oCS4xtwIqMZo4Y+PLm+DRwX7jyyYutDfPBBlEywxk6i/CgHLvQ+hKpZ23E16BSqJ+XRLd65XLZ9Fn3jhJF+zECAiZVAHM+scfhUbS2qk3YgSBhZ8aVfiQKE230YF7Ofo2vcYh89cbd7h1ix6YtxJiQCZXobMJNfWXpRnFeNzhE9ukovImh/PsZ4NR9S2zaNX02+wIXgXbhR2oGR0W48exSPtHaz4kLlNfIr0/xi3gyGRLslAiRWyBRgbY4BFxqNm7du4Zb872YE1gfeRb9Vj6xQDuFJWcjOzkZ2diauh25AnPDAhA3GzhoUZqZCd2kruJhmh1hht4EaoxCivA20mcMt+R4+r0fmlp0olIcCpH5goyWB3EXptogicHbdQuiWWOQ06e23q9ixQdxXuHN+B7bebBFHPmxduBW6BbE5TdC7CCF7V9uM6KwpRGaqDpe2cohptsLmlr8NXbdCsSU2B01SRrw+E1uDk8AGQOQ/0/NwbDjXAIshG9uDEjCo2MeOcRr9USkX1kZEhYi3gXh9FkK5cCRlMc7ZyM68jtANcWgfeYStQTpH3qYqnHAVK7Ch724IDpdNgJ+swPHdSSg4sxPfD9hg7byO4NM1omCUb8UpygUTkoRjxfcAACAASURBVLPoG7nN9DkbAlY0x3AIjb7p8Klbt3AzYj0C7/bDxvvSr5gfBYK7KN2SxXR+xfYFgfvqDs7v2IqbLdLI5Cz8ymbsRE1hJlJ1l7CVi0Gz1d2HAPdt2n5Vj9Hs7QhKGHS7bfa6+tV8Yt5srImOoZEVsgHhsYlpnlmxDODepiDcKq5ARYX8rwadE1No+nYf9kbdx6OiClRlHsP6qMbpxcrnu1EuP2DCG5GzbQfyx527gAWh4F1lovBQBFWAh6mnBN+FfYFtx+NRP8ELQiA45B7KM04iOLJKfBYDAG/qQcl3Yfhi23HE108432oyNeHbfXsRdf8RiiqqkHlsPaKEB3jd8wdvQk/Jdwj7YhuOx9fD2BuPwL1lUI7V2LpvYtPBSkwN3MPm3cX22zByq+xBVatchWiwDdzDpqBbKLZzrkBFTSeMA98jcEcBhEETlrG1BbGBLreBmDDqv4fQo+UYqTiBvQ9HYKo9iy8S+tBxIwRhNcJ9M8dzQ4pyBbEyi76R20SfsyEww20gmy/9igmQYOwqk2+JOsSKu19ZhWND7pUj42QwIqscz1tN51empm+xb28U7j8qQkVVJo6tjxIfpnfxoQn28JbLNm2/eoLue5uxu9jlikZ5EfCa+ZWbWCG/mo2zzOoYGlmZFSb/Pmj6Z1asaLsajMM58vMPgG1qAmZbJ64HnUSNID4s6LjJgYtkYqUbt4JP4pmF6ZZvsOlAiXiSdX2Icxqx4nhoVhFUzUZMCaMWNvTe2YTdpVOOUQveiIrwIJytNIKHGUbxQNh672DT7lJncdF5HUEna8SHci0duMlxiGRiRSV/s3FKvKKz9eLOpt0oHW/H9c/34+GgPGQzifrLwTiSrwdvbcPVzfvwwL7PBsOAARbpNtCUVrm2Lnyz6YB4+4blEXwYOfZXsGyYmjAD5npEbTiJcqP4mK61+zus58443wZiJmobwPdbD+Lq4X3IHOUB8wtEfhGLqNBwPGf9pOwDZbnK7Swfjb7xby/wdOtmECvwpV8p/EhopuK3m91P2G8R8cYKhAedRaVgd9P5lQ2d14NwUgwGsHTcBMdFCmLFzYemmKvN3q8sbVexed8DONzKgAGDze77r5tfzSfmedry/DU/Eiv+2rNzaNf0YgWAqQ0pYTux+8RZnD2+GzsO3UaL2Yy2+D0I2nUaUREnEHbxDLZENwKYQm1MMELP12DCNoScsCBs3hOHevvzElLFNE6I9pEI4TA5qJowXn0Ju7buxsmIE9gZGob8YUfAYudhIbAGhqN8sBqXdm3F7pMROLEzFGH5DpElZGluQ/yeIOw6HYWIE2G4eGYLohst7vkPGVB9aRe27j6JiBM7ERqWL7zGbe7KQMQXu3AsIhJhB3fi0PVKsFv67M/UnoLT23bgSEQUIo7uwYHLldC/lN5YUi2XiR4bhnLCELR5D+LqTTC1pSBs526cOHsWx3fvwKHbLTDDhtGyWGwLOYjwyNM4fDwaJ4LcR1ZYXgMJm8Bty4Je0DVm1Edy4MJqRXHmJEoU5db1OUZcWEM0+kZsJf0/OwIziRVf+pXsR/Kwpvxbza8cz7OwURdjRTgCwytgME7vV+a2eOwJ2oXTURE4EXYRZ7ZEo9Ey7u5DVpVtNkDbr0xoTzmNbTuOICIqAkf3HMDlSgOs8rNgr5tfzSPmzc6e6CgSK2QDsyZgM+kxbGCnTvmPh8U4Ar00kiFvZZ82q+Mom1mZRnnUHL/bJjE6pIc8dYt2ahsmR4eg1zqQt8A4opdGahS5qORvmxzFkN51HhQbTGOjGJcHWBRZMMFg0g9jTK1srXJZepsZZjsyMQ+DY4NYgm0Ser10VepU5gJ+OJW7gHwo6bwJ+Itf8RYjRlTsU82H1LYJvqPlVzYT9MNj6r7/GvqVx2LevK3K/xKSWPG/PqUWEQEiQASIABHwKwIkVvyqO6kxRIAIEAEiQAT8jwCJFf/rU2oRESACRIAIEAG/IkBixa+6kxpDBIgAESACRMD/CJBY8b8+pRYRASJABIgAEfArAiRW/Ko759cYa/sNbN+4F7o+++so88totqlMQ+jpHsC4anEmtKdHYtcmDruTB2abo+pxtqFMHN4YgthGK4Q2btqPZGH+edXDF7jRgrqoIGw6UYAx9trwtG1cYFFOyU0Y6unGgATT++10Kpx+LGoCS8B2rO24sX0T9icPKN5inH2nWeqiELTpBAoEp9ZIZxtC5uGNCIllUzdo/FnqEBW0CScKxsDDivYb27Fpf7K4HIZGEtrsTIDEijOPJfnLWn8WHMfhmjCFvvcRWKoPg+OCkMEmLnP5s/XcEurChcUjr9U+Z6vLUbP7yWaEZe06XG2BbfgJUu5noNbgXubscpvpKDMq93LgAtMxwgPTtXGmnOa031KNwxyHoIxRYaZe77dzTrWjg19nAkvBdmzDeJJyHxm17oumzqZrzJV7wXGBSGdOrfXHZiPmOHCHq7WOAMyV2MtxCEwfAQ8bhp+k4H5GLbwWjrRrsmj3kFhZtF3nuYrLYiUy+TbOHt6HI2dvorhfmPIUfQ/PI+J6OdpKbiEytgDDNh6TbdmIiziCfYfCcCWrDZM8WwW1DQX3r+LcsX04eOoi0hrYbLKAua8QN8MPY+/BMFyIL0KvsQVJpzlBROyNuYa0DsWqxbZePAgX92376hoedFvBT7YhOy4CR/YdQtiVLLSxwti8ZRrbbaNVuB99HPv2n8SF25EOsdL3EOcjLqNgyAab8P06ShvzEHf6APYePod7NWPilZd1EGW3I3Fs3wGcupyMlMsRiM12HuFRb6tCrEyptJGfRFt2HCKO7MOhsCvIapsUgpYz33w0PGC8S9GYF4fTB/bi8Ll7qBmzMcBoK7iPq+eOYd/BU7iY1gAjb0JL0mlR3O2NwbW0Dpjkdg72Iut8OGIe9Eqz8A4gKzYc0WndsKrWRaWv5DnEPGdqr1VO5r4S3In5Egf3HsLpS6moZbP7abCBuQ+FN8NxeO9BhF2IR1GvWcPmbQv0GTm9ig040TOjr/Amwg/vxcGwC4gv6oUZ6r7Jkrm3dVLbdqTFr8yDFbh3/ksc3HcE4VfSUW9gQ6GzqZ8N/VnnER7zAL3C6KkNA1mxCI9OQ/ekO0enZkk/bP1ZOB8egwdiBrANZCE2PBqpLS2qcQawYrDsNiKP7cOBU5eRnHIZEbHZGLD04eH5CFwuGILNJn6/XtqIvLjTOLD3MM7dq4HoXhrxS0us2EZRdT8ax/ftx8kLtxGpECuqsclFrAh+fzkfDZkanKzqfSnHrvK2EtyKjEXes0REhUcjja1Mz3qnNwMx4TFI71GdBEoN9aLZRmJl0XSV9yoqixWO24XoqzHYzxyPi8ILkxX1Z0XxwEYoAsNyMdidgM85DhtO38D9G8eFE+XBgjFYhzNxZNsxxHxzA1/vZGlOoHJcXCCP447g4qUI7N99Hc2GetzaL+a59VQk7rLlm+U/awcSjoj7gk9E4vvWbiR8zoHbcBo37t/AcVavgwUYs/RqbBenz+e4LxB1RW6HOLIit5GNHsnfWZu2Hg+3t7fJakbTRbH8w7FxuHBY/C4s0CjXkQUEtbZOKsTKpGsbJ9Gb8Dk4bgNO37iPG8dZvgdRMGZx4ZuNigipTG4rjofvF4VIVBOstmFkHtmGYzHf4MbXO4XtJypHUX9LOmbrKUTebcakfZRsAjWnWF5X0W5lqyCwKdA5HCo3qNdl9KWwmKFTXym6RtF8v/hqG0zDTmZPm07iwpVoHPucw5dlevSo9hNbL2ezwO/IxUuI2L8b15vNGnawQJ+ZVKZ3sQEFeTbT82ZW/yMXcSliP3Zfb8Zkr4ZvqrZ1CHWatmOF7eVD7GH5B32Ji1djcJB956JQPaG0We36mWpOCbyuisYnLGvBHSpDtwpHRbMcX001OMXKvNoOK2zoZst5cIdQ1qMSZyYBc9NFoTzucCziLrCRW3Z8DJpN9TjLvl/rgNUqfWe/tx5HuBSHopqsGn3JBkTURlas4vIiHIcvoq4gRspHGFmxasQmk3JkRe7ja2iuUuNUDoNGX1ok/xbaFxiG3N4KMS5GN8ICK1qF+HUSVcoFzBxUF/U3EiuLuvs8U3n55H2yWrRwc/1XgrOfeD5lP5neaGWLoFnRcp4FAQ5hV+MQdy0W+5jjH6gUpoQf73iKgswkfBcZKBwT1zGMnF3s+D24mlWHUUnsm5/s1rwNZHkuCqB7bLXglvNi0Am7iri4a4jdx/I6gIoGje2NscLxJyVPtTRGC7/ZbSC5jUqxsi1rVBh1GM8PBceFIn+sFbGsPZH1EMZ7zC9whv1mq0k7/dng1tbOSafbQE5ttLbgPMuHC8PVuDhci90n1OtA5aQbX1EcbkPWKLskHUd+KAcuNB9svUfbeAeeFmQi6btIBLL84jphNT/BbsVtIGU7zXXi7b3L7WYp2J9A1bhGXZ68VO0rp2b7zQ8rWmJYfxxFuf1OIy8sEKneTyboc3YJfbbnahbqZEOGmh2Y3Pp0Tj7TKadXtwG5C3h9DnYxG9hzFVl1o7Bq+mYFGtTayjLStB2T5Ocn8ETiYxtKRRCzs/SXUvumrx/MdaJIuNwOsySUT1RNanCUW6X8NKNOuFC6jHZztyh2TlSBzd/s7nsmtMay/oxEvei4eHGG/dYQK9uyILpXPkI5DqHCaqpq+VrVxYpVihMnWX0AWBoRzfricLVmzKocVxcrHZNqnMY146x8McLdaJUWe7Wi9RJrazhqJ1rE+BXVKC6vocTpB99JrPhBJy60CcoTHMvL1hcvBuYn8smULffO9lhQ+yVzjFDE3L6DO3fEf3dzutD/QDwB74i4iLjoECH9pTZ2G6cdOZelq//AS6iZ4CGeyNXvAyvFiqX2SyGf0Jjb9rLu3M1BxzON7c/DhOOvsKs51o7+u8JvLbFyWTrOVLIdHBeCHH0zYljQiW6CkIO1CVHst5NYsWFQta1qYkVqo6UWX7J8QmNwW2J2585d5HTLJyaZr3zFdVkYDQFMKNnOgQvJwdjgA1EY7ojAxbhohLD8LrXZxYp4LxxOogyWJrE9FwpxnR1/5jlMmnVR7ysBpN/9Z8FzYXRL5iw1cBo27PZQe85laRQuEJdqjBp24Nqnc/UZOb1cN4cNSOtYSpXlMdmeg8vSVX3gpad4quqbHahWayvLRRIr7rYzJfGJQ6f8ELz5qfBsFHer0yEiBCfRqp8FTYJIuoDC6yxmnMFzdr3jxtFlVXSFrVmaYgT/vVB4Xfg883xSk7koPqPRJDoumqKmESuX2WgNewi+BNs5DiE5Yxr5aogVSx3CmD9dkfKx9eMu+324Gloxq3tSQ6xY1Thp2Uw3TNLISowYkAVatsEkYZTtmE687R3no2cPFV3lk68kVnyC+fUuRBYr3Jk8tL/sQnG0KEjShszSVdQ1iPbPw1h+UggcB+6WoLmnDVVZd5HWZkTFHpbmOlomRlEppOdwqW0Crel3kVXdjq68Q0K6iHp2GyZC+L79VilaRhXPrDA5pBhZ4Y3lOMmCwIG7KGnuQVtVFu6mtcGktV2fJ15thuWhY6gbpUKw1L4NJD9QbBcrxkk8F67mghCTmouHcTuEejqLFZNGW6dQLdw2ikBBr8m5jSN6lJ9kfA7gbkkzetqqkHU3DW1mWZzIfF1/O04EI+V7hLpcb5nAaKU4YiSIFWs9Ihij7bdQ2jKKKfttIBaOrWi/wsoV/33VYBYWKVSvi0m1r15vy51v7XgYS44JXHbdqURnXxsqH1zHN2X9Gv0EmFrTcTerGu1deTjEeEY8Q5mqzctiQ+7TufqMa3qHDTiJFVMr0u9mobq9C3mHWP+Go6pUzTdN6m0tN4DXtB2L3c/3JzxDz0A7Sq6Io6XX2mdZP2Z97Vfstsd91SBc7btzrId5+AkepOXbn0ez96q1HVck2+W4r9Bg1vI9K6aei6OIQTGpyH0Yhx1COo2RFXZLiBViFysjKFftS6v0oDyHiIJeaSSDCS498oQR4zDkdQyhu1QUVUysaMUss/QwMxdRgF777XXRRtw5admM2fliRAbFG1Ek34paf99v3zAisSJ3+BL+lMXKDnYVLwWH42ldMMP15Mkc1YCa29JIiXDsJkTkv8RYZQzWy4Fl/wEhn0stPcg45siT23kbTWzc1DqI3IgNwjEbk4acyCvFClv11VBzW7qaFfPZFJGPIZvWdit6H5ywt4HbL56QtEZW3MUKD36iGckRO7GBXXGd+BoHWJvOtyjqyMOo1tY2C4xPJRFxsdWtjbyhBrflgMLy3BSBfDcx6MrbcaIyGCoRs15muV+sFxtZYQ8W5kYI9eU2JmFAuvUjt01+VoXjzqNFiNCsC1XqMtir3leKlvvVV96A6lviaKBo85twJmsAVjU2Qxb0ZYi2JB67E7ebJjXswPVkPkefaXNN77ABpVix9WXgmOxvHIedt5swpeqbQ7BptNU2ne3wRry4e8ThS1wQzmV2q8QE9foJtmKTbt9wHM4LxmdT4TgFSw0rZz0SBuVhHNnS5GdVRB+0slWgVX3PKjyA3pwcgZ0b2EjkCXx9gPnKebSoPbPiJlYMMGjkyxufird4uItolfyH1c7a+wAn7Pz3i30hvA2kEZusRjyVLuIutrr0sRsnLZsZgtnpYkTmBJjrxFGV0AfsbSP//COx4p/9Os9W2TClH9FYTdglS9uU2yqovNmA4TH2ToLzn3WCrVzsvlqwzTyJKUUAcE6l/MXqpbaSscZ26zhGx1xXSlbmN813mxEvx9hojxWGpu+EZ0OCM0bcEmi1lbdOYdLsIODaRtuUHsPzrRtvhmF4DIrsHfWymTE5O5j2NGp10eoreyJ/+yLYsUGx4rXYQDU2sE4Iq34rFxnXsgNVTHPwGdX0bhutmGCriysrxI5RKUdIqtFWtuK3pu2w1Y5HjLA4TNqtFnPeoMJxLnmoM7fB+HJMeNbMamjCd4EcuOAMYRqB2eatni8TDlZMTbrHNRYjxkc1VoKGWmziYZ2aVPdfrUpq9aX9eBssNhuGMtkzVXtRqFS09mP84wuJFf/oR2qFhwjID6XKI0zcrvto9+O3YjyEjbIhAq+WgPxAr320YxfuLwHHtfXdxUapzcG328UXA15tT3itdBIrXkNLGS9OAlYYul7gSUkZqpuHYPLkFeXiBEK1JgKLgoDV0IUXT0pQVt2MoaXiuNYxtNdUoq53Yl4z9C6KjpUqSWJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIkQGJlCXY6NZkIEAEiQASIwGIiQGJlMfUW1ZUIEAEiQASIwBIksKjEyq+6evA6/1uC9kNNJgJEgAgQASLgdQIkVjwogLzeW1QAESACRIAIEIElSIDEComVJWj21GQiQASIABFYTARIrJBYWUz2SnUlAkSACBCBJUiAxAqJlSVo9tRkIkAEiAARWEwEFpVYWUxgqa5EgAgQASJABIiAZwiQWPEMR8qFCBABIkAEiAAR8BIBEiteAkvZEgEiQASIABEgAp4hQGLFMxwpFyJABIgAESACRMBLBEiseAksZUsEiAARIAJEgAh4hgCJFc9wpFyIABEgAkSACBABLxEgseIlsJQtESACRIAIEAEi4BkCJFY8w5FyIQJEgAgQASJABLxEgMSKl8BStkSACBABIkAEiIBnCJBY8QxHyoUIEAEiQASIABHwEgESK14CS9kSASJABIgAESACniFAYsUzHCkXIkAEiAARIAJEwEsESKx4CSxlSwSIABEgAkSACHiGAIkVz3CkXIgAESACRIAIEAEvESCx4iWwlC0RIAJEgAgQASLgGQIkVjzDkXIhAkSACBABIkAEvESAxIqXwFK2RIAIEAEiQASIgGcIkFjxDEfKhQgQASJABIgAEfASARIrXgJL2RIBIkAEiAARIAKeIUBixTMcKRciQASIABEgAkTASwRIrHgJLGVLBIgAESACRIAIeIYAiRXPcKRciAARIAJEgAgQAS8RILHiJbCULREgAkSACBABIuAZAiRWPMORciECRIAIEAEiQAS8RIDEipfAUrZEgAgQASJABIiAZwiQWPEMR8qFCBABIkAEiAAR8BIBEiteAkvZEgEiQASIABEgAp4hsCjFim2wEPdu3cIt+7/beNg+iZEnOsTn9MHqGTbzyGUKHXn3EJ/XB9uMqW0YLLwnteE24pMyUVDdjUl+xoQaB9gwWpmIuxpl20aeQBefg755wbHNie3CytJong83z6b+tsEi3E8oxRDraNsgiu4noFT44cOKzqYo2wie6OKRM4uOd2rTbPJWPWZutmLPwvwSNQ/v4PqdUgzP7Dz2ZN74Mpv+n7Fc2ygqE+8ir+8VN2bGitIBRGBxEFiEYoXHSFogOG4PzkVHI5r9+/oSMron0XD1AE6l9M5CKHihcywDeBy1ARzHgbveNXMd+BGkB3Lgdp1FdPRXCD++BxtY2i3XUTc5n/pNoHCHdtnmhqs4cCoFvfOKneY5sV1YWbNtO4+x4nPYHf0UE7NNonqcez4z15/HaMZmcBuTBLHCj2ZgM7cRSa+DWOHHUHxuN6KfSlTMDbh64BRSZux45zapoprVxrnZipClbRAP9nPgNh1HbFIDJuYh2PmxYpzbHQ252bOqqsZBM/e/e0K38icKsYPj8E3XvBzOvQDaQgSWOIFFKFbMqDnGgTvX4DKCYsG4Xo8JxciBbbwfbR0vMWG1wWTQw2hmvc3DbNTDYHIEEZvJAL3BDBYjLeN6jE3aANskhocm7KKDN+vR3dKOAaOiALvxTKL6DAduxxns4jgcqDTZ9/BmA/Rjky51BWB+huMchzN1FsexxhrEMMFyoQVW6wT0eiMce1mVWD2nhDpZDb1obe2DvTrWFiEtK9s80oXWXj2E5kq5s3bplXBgw8RgO1q6hsGaq/xzyxsubK0G9La2os9euDK1yNBe1iyONUzZwJtH0dXaC73Z/UxlmxhEe0sXhhUV5W1TqDnJgYtpgslqE/pOqAVvhr67Be0DRgVzVv8xTFoB6/gA2praMWQSy1HLx5mVDZNDHWhq7ce4nZMFz1nZEfVC/1ienwTHRaB+avo+c6Jkm8RQRxNa+8ftNgaBs3o9ndJKP9xtkodtqgYnOQ4xTSZYbTzrDOj1EwoWgBpPVrayTWIR2jbC9qv7l4utCAdOYLC92aVPpEYwf2y7Ao7bjuxRC1iVhSSTQ+hoakW/A7qcQKx/s8IXeRumalgfxKDJZLXnAU0bl+xBcPNhDE3YO1YoQ9n/YjwQDAcDbU1oHzI5bE2ukUr51pYYcNxBPDVZYexvRVPHECSTk1LxMOu70dI+4PBhOT/6JAJEwI3A4hMrtl7c5jiE5hicggavz0Iwtx73B2yAdQjFX28SRznYyZ/bjVCOQ2SjFbB14ybHYWexfD1uRVMUB+5wFcz8GLI+57Dh6i0cZukOVsJk06Pm9j4xLzYSwnE4VzbmVDajah3twchwFj7nNkA3KAc/KzquceAC0zDicg629d0Bx4Ug26DcYcPAPQ7cBh0GBpOwkduEVHlM3NqL+I1s5KQFnWmHFG3bjDvdVvD6BwjiOOw7vN6x71g2XrKq8HpkBXNYf38A7LQ+0ZSKMxvEtggjQdwxpHQxaWNBr2reDraW3jQcEpiK6Tff6XY6ESrLMs14rMibO3XcUWfuCDIlfvxEE1LPSKNVUpnHUrpghgUvwhX1D4xHr80Gfc1t7BOOYyNvTNCWYYwH+DHWLxwu3DysKCcCTyfM7vlYHays4xUIU7SV23gV9VPsLN2Pu3YbtKH/LgcuNAf6l1p91q4QnTzGK8IU9eCw8Wo9WLba9VTaCCtfwyYtLxCuqG9gfA9Gs4LBrb8P5hbaPF3bNJ2NMGPX9i8nP+TH0Zh82qmt3MEHsLsHK7bvHjYp6nyldQwVYYq+5TbiqgAd4McbkXxauY/DwQeDML0IV5QRiPhe6zQ2LnPegKu3RHs4qLi4UNqvTYoH3IWbYjyQ6hnxdMLJ/y0q5esfBIHjYvHtEUV9I54Ko0Y2fQ1u7xO3Bwp5nkMZM1T6IwJEQJPA4hMrkyXC6AW34zCOHDmCI8cvodzAw/KCBcXTqLXYMJgcAo6LROkIO1Nb0H2HBYatyDPygDQ8e7NbEhT8KDI2c9iYNASbpU46Oe3B7co+TFitGM7cBY6LQvkwG1GxYTBhPbhNqar31cU6nIFjsITHRG8LWnqdgxvrjcnS3eC4S2h3GqixoS+eAxeUgVFLK2I5DkeqmYjgoc/fD477Cs+NLTjPcTj2lJ3eAMvYsPCci6X2lBCwD6R1gY3rWLrjhdtKV1gBlhc4zXE4XWuBbTgHBzkOX8TXwsAQ2PQoZyf+oEQMmjXytrO1ouU8B+7YU+HkCssYhl0fsrGXNTWLYyXeexLRNsVGAXpxnwnCC62w2oaRc5AD90U8asWKQl/OTkpBSGRnu4li7OQ43JD60TacKdhFVPmwGB0FLgAAHJRJREFUIJ5sgwlYL4k9S50kDs7loGuKh20oVThBXumwuuWjZAXeiK5uozjyMVEolBfVZAWmyrGX43BZ6LwplO/lwF1uh9Wq0Wcut/V4Yxe6jaL9TRTuFOyLZTttPe0ubJvWJieKWX43IGKx4AU7uZ+uhWUmnoo2TWsjtun9S+mHwzkHwHE7cef5mMCQNw2grlGvGEkSLBh1TJycqZMEHQ9jVzdEPBMo3MmBi2oS7eEAB27nHTwfY+x4mAbq0Khn3ydQzI670S3kPX39FZz33EZl3wSsSp1gt18LO1CKB+eQ0zUF3jaE1E0cuCsdzgLdpXwWc2pPiWIkMrcLU7wNgzomuq+iwzyMzF2sTeUQQ8ogEtZz2JQ67MLF3uH0hQgQAQCLTqxYW2PBcYG4nJqBjIwMZDwox6DNhoHv14MLzoTe0oE4dtWb7Rh5mSzeIQYKNporDM8eRpV8j8RcI9yOiai3wjaoE07wx0qktNZ2XBGufDYjdMsWbNmyBSHs9wadOGLhZEI2DNznwIVkw2mwxOkY+YcVbZc4cLvL4HQeYyMgWzlwsa2wwoRKdrK+2Q2rqR5fcxyOFhvA80ZUnmOBcA8uZjZjXAi00ojMJvEZCqEUa71wlX20xgLbwPdYzwUjU29B60UO3LYsjCoCtOU5G9k4hVqzRt4yW56HsfKcIIr2XMxEs1i43Cjh01GWbeZjBUGxHt+zy37hz4rGSDaiVY3J1ovguG3Icq6o0Fenai2wtpwXhtnFi2Ir2q+IJ4fNoWI/bQlhvzdA99IinSguoUXqc1HIfI6sMd4lHyhY8eAnWpEXH4tT+3YgdLOYf3yfDdaOqwL/MqYXrR24ynHYI/zQ6DOpdeIHj4nWPMTHnsK+HaHYLNhXPPqYCBBOaOr1tGcxrU1KYpKNCLIEtgF8v55DcKYelpl42ttknd5GpqbzL6UftuEix2Fr5qjTKIS9HfIX2yB0GziEPJJGK/kJtObFI/bUPuwI3SyOmMT3wdzG7GErMpX2IOdhFUW2OEIyQ/3ZxYzA+RhKVBzVYb+8PR5cchiOICw+z3IZWXUqX+R+j/XrlVbpVqw8+pYLvXDLiwO3OVSIJ1u2sAsrDht0L0msyP1Jn0RAhcAiEys89JnB4Lh7wrC2oz0mVLAH9NhJ3vL/t3c1bk0kSf+/bVhkdf1c0Vv1XRfvEPeQU/BAzq9F5GBVYHd1YeEOVDhQvhSJoEgAg4GExHwnM5me3/tU90wyCUlA1Ltl7XkeHibJTHfVr6pnqququ2ZQTV6EF3a2RwrPzjKwbyZA0Wbhni3rslzRJuLj9KLej8GoCW3qFBirx7x9qz6JY9TW2Cq8Xm/mby1YIG6NFMbJtduylDfrylKZOTOj+De9TDudq4Y4wk+k56BrXc4cQ+RKPvII7juVYId75coTasRM4s1wK07TA/H8UySgYYL6duTx0EOXEnZvr3NoE+SVaYLb0DBOM9BLiw4aDXjaKLmxR2JSqG0bW8GAieSbYbQK9/Z5PLWjaRZz2b4EoaWvnaKZ9znM2d4l7kcPzVzbvUiOk4fgEhbt38gu8LSBsQr0+A2EKbzBZHgD0DF5jDwIY1h1yMm7FoRmWgYEeWtsGoWcCQ8zrx1ksFoMTaCOMRxp6cO4axHuIdKNM3ium4g9OADGyMAAzNgDHGAMZMTQbL+ozCzsohN1YOwIWvrG4Vp0Y4gM0jPPodvGaUE6LcLpXymdtMJ9TIT7QMzgBGNochvQtsAzy9MWOqKVGl+OcaiNC0/UJacAHWxkTrUp4em7vGQAZhQTdZT71YK+cRcW3UPitzPP9YL0223I0BOTIWBsQT+39KFe5hvZbdj/nfornwfNcGcVR9BDeDqP3P4l7hSObM5cZ43PK8tITpJHtRZjq9nnide7hmBuQouzeXWuEFAI7D7PShoucmufdTlyAOTs9hpjqBpLimWkPTQLru7Fy7fLePrzn+Xs7Dbla3B4btAMuRNvNB3B2TtW/gWFYzg8P5C343HW28FXcYsMgsYpkLeZJ31wDY3kLf81YegatORrtFB4ZSQMTdPFLMkIzmPq2bLl/XDoW3pOej2m4tCSEawtTGHg6lFB57d92aXXxsp18XIuY1/gnx75gEwtj2HaS4m/HMFempXdwltdzu5ZeQdWdIDH5tBBK4POjCFqWnkzVWNIgsPbQe7oC5gI0ZtWg/dRg+i36UUSxdrOYJtaxti0F5SPyIO9wst0663tFSH+HH1tea0tC4abbo2IxsvbZKCcxkjEBPd2CGPrwkRI5Nlo3kdoIFk0vRB8rFNuD2uCK2bABMfqLfrciCkpKPhcQxih5brcgx8YwzHSDXFYcj46WqCdLP3RZ5TPUItZwjM8jWbqu7IXIdPyXhx6KEIV0sNzCA+tsE4hmVkdi5Dks2/JqJoFaUh4ullgX9kbglmSzmwLlHNVVCf5OsSMvsmFmGHCWLkGxqoghkVJPJ08ldYRWqZddHwZK8joCl9FG2FW/0SGO4wIXvV3YzrPm8E9N0RO2WMST/qZyA2plaBjuplkWonekAm+SoYq5YvJMJ8ReYX+7mnhxeTrt6UOu2IwzK3ot/RBdOjAVZxm5U9jRT4PaNzIg3t+AGNHMWp/YX+f0z8528jzdkzgLpvNet/46i1Ba+MUhcM4kj4XhkayY95qUv1TCCgE8hDYXZ4V7sMdy63tiGKI2e1BxtBuLc/U3vThPIVTWDmON17FccZAoQM6tPkW8bAQCZhfXkQX5WCIcEwCw4flrN75+tWWeoSnRlxPD9+q65hxhj+MeZyn73P+aBUAx+pNGTJyJhQSDXyjR7yIs/d8gSOnL+Hn2VBm9i+ItUJUrOmVdOtDx0oXzfDt/vag8XEIRuwBiP8L9ZTUZ/12phuvaA2oGcMDwqLdWtKte3D/rCMJl51A6/gG0lu0TdjqK11iZmn3safxMcjmyRyOvlJbXYu4xLumTobWBN2ncXc+ZoUNdHjun0WZzQ9jONE6jg3L68X9AyIkRMaNCOlpS+ihVWKZ66twfSYOMzGMww7dAPV7iIG1vZX5Dc52tCxWRngUdWVWe+XfoYHyUhpeg0yj8DCtPJHeOzM8LFbfsNoX0oDeJLMMOjL3aLQuw1P5dw0i96XhNeXOlKbT2UpxneTwD1jJyqenEXpwEIy1W8vVS+GZyxOK6oikotj4Ii9Tzjh0d+eOnSPNGLUTxi2G4o8OgbEO4aWi5NbROls3y/Fdw5/AWAMIHkCDu7vaIV+GI82jMneM+zFwRsrqNClDKfo34exA1qG/HJufB/FhorUNOfY53Z7Tv4ZYDu40BIeE961DeN80LPXk8lF1fWbzhMZBljpVCCgEdmHOyvsJzUT0Mb1YTmLMEa7gyXfwBXOXc5ZulyP5bgORAstqS9/3Ib+aSMzS8sdaTDiNI2rSSCDoCyCekxko++LJEEKOJb7FKOCpEDZC2uY4eYm2ZVsGEkEfAnF6bW91lLjWWMBFxnBmhlwXKYTeZZeJ57RKv22E4Fhp7viZI62lc3gg2W5E5DJ0x4VbnG5uR95gIB6MoKDYue5IzOTQhSxKyMxJgRFH8L1pdDZA5yV0kqehpZ1WpOPeUnjm8ERiKaIjmeYKj6/Mz+KE6PQjEEtvQ1/knUY8WHys8STe+QOIpTdrH09rcLK9Nf25lH7op/z+S7ZHfGwU0a2SN6ofFQKfJwK7y7OyDRlxfy+qj57G+aYraP4rhRUYzvzbn+ux2EY7/7tLOILDLbjY8BfQssZL09lE4f8dTR+/Z7mR2h7cz1/T/fG7+i+0+HnIjIDc/ePrv6AOqguFgELgoyPwhzNWkA5ifqQXXe2taLvTh8m3yW3P6D46ujtq0EDgWR9+/OdPGFmI5ngNdtTc7/QmHn6O/l8nsknDv1M6t0fW5yEzgcWuH1/bk6i6SiGgEPh9IfDHM1Z+X/gqahQCCgGFgEJAIaAQ+EAElLHygQCq2xUCCgGFgEJAIaAQ+LQIKGPl0+KrWlcIKAQUAgoBhYBC4AMRUMbKBwKoblcIKAQUAgoBhYBC4NMioIyVT4uval0hoBBQCCgEFAIKgQ9E4A9hrPB3k+juHMzbWdaBDA9h+qdODNKOprv94O8w2f3f5kXHxsxv6LjRgcd5m3p9FDi5H/+504XHgUJ7g3C8m+xG5+DWu3xy/39wp+vxH2SF0fsjy9cf4sfuSYj6ndu5nYcw1fMjHojNyrZzw06v2b4Md9rDTu9zYlb8OfL7pX+nfKv7FAK7DYE/hLGiv7yKkzW/WDt1FhCBVan5GlXZ3e2H/hJXT9bgF2u33k/PDoe/j2oLVeBM0094SbvifuRD7rnyBX4iY8WMYLT+GBqm7V38dLy8ehI1v1g78Bbt20SotxLsC0cxx6LXfqIfNtH+ifop2KxVEXzvbwhvV0RWBfIfPIWMxIKd7PDL7cpwh83v+LZczLLPEROR0Xoca5iG1MLfK/07ZlzdqBDYdQjsQmMljXg4AtqklSeDCCQ40vEwwgnbEDEQ9brhXotlNoIzRMXZk5AVegE9FkYoWmD3VpjQw6tYXPYhZjfHk4iEo9kdVI0EwqGo6J/6jaY4TD0Ej9uLsHOr03Qc4QhVGOFIBgOino7QDlNHeHURy74sfeJ7Iwqv2421TMf07WZeQO2Gc3ff5Qk/lhc9CObtXEv0RZJUajoO39IClgOFCjDaOsuR8C9j0RMUvNnfmvqSqDx9+N8hpHneW9Di0UAaYc9ruNftXWg5Uv5lx2fA1GMIOzHnGqLhqNgdNj1LuwzXYT5tgqdmxPb1lxY0GKI/kncYUrx0HkWKm9BDHri9YcfusmnM/oWB1TkK1BXD2maO/vMkAisLcK/HN+9pwxPwL7/OkVVxPgrRLjsy9TBWF5fhy5GtkwgiI4CVBTfW4w7DIYOvgbhvCQvLAeTXu+PJDays+JGkAn0nGdjfnUUqHX0U4EVWIKfSEAZi624srDjb3zzOZGuF9QSwrhfq5sPSwjICGWKdMrRoKkCPg9rMqdDt1wWwE/cvwhOkMeY4PgAz+zli8hRmSJcuLUAzOEzBm62DVl877b/gOHfQr04VAgqBggjsOmPFjAxgHyvH1VtUaI7h1OQGBvYylFGl2bQX9//PUR+msgOrdmXd8m74uYm465rYGbZxMrfMOw/PoJ0qFzMmfqfqy08iJqDN4QJj+GY4CpMHMEiF6E72wZeOYGAfA6uxarFYtW36RSEgE5GBfWDlV3GLrmenMKVxhGfaQdVYGdsja5zUPwF1kfbetwoqyv4rO1ZhlOKlTFYbNhMLuPc9FSaU99H/6l88siy9adHXfFMUh7OvqZtO5G2SZyKxcA/fl2fbYKwav3hoG/w13KYqyHb7V5wVpS0ey1rQSlWZrWtqhqfRfjT7+dvhsCw0SHWSvh61ZqqAsXARjH2LpzrH+o8MbP8govoLUeDRbmtPpxdGeAB7WZmoqCtlz1Bj1YER153ul9Wi+Tp+ZAz7B2nH3+JYZ0eBifjEuQzd1NYXV+eRogvMOF79XJvzGzvVBz+36j0V4iOxmXbOw5hp/0a2s0diUv8kV++or4lzWbwY+wJX54kKC1/WjJtCh6xr6qYhnFs8hMkbcodmidcJUWfo61HbI2VxWpQXqwI5a0KbqKCd2/6mcTaVKq4nRK0YlwzNN+W4lDTVYTphQlYlljIsjm1WMlIEr/AzFS21dY/Gep8f3Exg4d73ubW1qn8BqesHYWZVrC678xauvzr63dOJt6GsDuID+i84znPZVp8UAgqBIgjsOmMlPWe9YI63Y2otAUN/gVoqKudKQ1bArca0eOOkEQnS7rVpvKCHXt0cYq87REGxc8PB3NkYD6K/ioFdHJcVYrkfXWUMFffoOo7A/QNgrBWjrXvAKq5jXlSIncM5epAe78FSSlgcuEMvpGY3yNMwZ72AjrdPYS1hwAj2o4oxXByXVWO5vwtlrAL3gjoWqZhi9bR8UaYjCCbN0rzUupDmQQyeYmBHO+GK0tySIzz+VzD2JXrIYEpb9LF6DHpSwtC6R4bHlZWMx4l0ggcHRXHCo50uyGbCGKeH9Zc9wgiQeH+POauAYFaPbB4rcHkiCMOMYmi/fMg3Pg7AMOMYIaOl/iUMJDBCVaBvrlq4O0M2KYxTkcB/LAu6EqP0Am7FqjVdTr8go6EWVIfSlv3xniVIyO8Iw7LZbQCpcfGy/seyAV4U65w5OMyYB6tWteTECPV7EQsGR3DwJBj7Gh2zEUGvqfkw94qq5JbiA8ilnSPYXyXaHA+Sm84KOVTck8X3MkCaiHlWRQVnUPtfkx4u5OhQ/aAHKZMjcK8CjF3BisER+I3o/T/8+kYT1Zw9nbIAYFtOlb1SvKThqpHy+tuQbN/fTYbvVVC01MaaWeNMD2xHT0jeg/CkTPDAPVQwhisrBrIyLEVPBhBSSgySl+jrDsxGSGYmNN8cXoXTCA5SIc+j6HTJ3Z15eFwYuF/2+AUO9rh7b8zS2ecIEqP4mjG0WkqYS/9O+7cqW+eNcwfX6lQhoBAogcAuM1Y45AO1GmNWqXnuu4sythf9YRNmbAr1woC4jP7XcelB4D7ctavnMoZ9PZsTNY3lK3IGV7kfBw4cwIEDX4nP5d0b8uWquazKyn/GQyvBVBobZbjrs1+ABl79jYGdegad+9FNnorqMVHCnsI5y1fki6FyP7V/AAe+os/l6N4wEJuqF/0dv9yP11bRwlK87O0PIy1CW4cwEHKEZtKzohIxVZjm/m4x+2xZFFNOURmWDLB9A86ZvQH3ZQZ2aAC5zZC3qAautIX3V/8SHqAcPbJ5/IdbVhs2Q+itpMrE87JCtBnF4FcMZXd94MYiLjGGb0V5ZGpFxwx5R+rmYRgruMoYjj8hC9N6oJ+asqpMc/juloHt7UfYtF72ZXeRhfwV/kYz7mc6jJWrYOw4nqRKYW3LimgwkXA/QGdTDb45sh+VYgbfiTV9CZcZw8H+UJ4HisgrwUc+7cayCJ8xVon9QqcOyOrS5d3YyCEjAfeDTjTVfIMj+yulHnaugdv4tixKT5lt7OwbQCS9gmvkRfotS2N69s/IVKC2BWWU4IX7cJt4vuLOtC89XEOIEdbCcLHH2Tb1hLUgq25kjO/DQMTIyjBdgh6bZoJ56TIYO4h+p1LS74ZbyObQQJZvCj/Nki7VuISOi3G3A8yczxE56SFvKHXq0MH0B/RvmgXHuYNtdaoQUAiUQGCXGSsapsibUJ/NS9AmKPmzCTS5psNMvsFw62nx0D//NAFoEzjBGOrHXqKfwhV1s9KD4QBFnzwmZu9jq154vfbfGoIi5s4R+o8dEriIOfEAA7Qpmn2fw1wmt8WPHvJctHvBtSnhraift90ROiaPMbDaMaxm2vfCuxa0chBMJN8Mo1W448+DyC7FS5PbgDZOM+tLWLT7p2e5p00kwpJnRZuiGWBzBhdYNNG92UPDOM3kLznzHAx42hhYBXlWLLwvO8M/1t1We5dsAtIu1DCGOptn46Uw8MjjZYb78CUrQ5cIkVGUZVwYVRSy4bEHwtvVSStSLFc8o5Ce6EbDBMmsibxVVk7GubmMZ4j7e8Tsvd1rIPaAvF+dWONbYU0Nm4hO1IGxI2jpG4dr0Y0h0qszz6Fr42JWneErC1ZJPsx82vVJHCOP39iqQ6e8WAs68obMKCbqGNiRFvSNu7DoHhJ6c+a5TgomzoXXyMJC6D5hoU8JL1Lja1uWBjwUZqv4OXclVAleaFxQSNLZ/gSFQa+Qhyt/nG1TT4RXUQIm9Y/GpUOGpehx4FxItyUEBWRjeNDGGCrIs/IBmGWfIybCA3vBmAy1AlvQv93+BQOFx7mDdXWqEFAIFEFgdxkr3IMfGMOxxxSHocPAyjUGVjWGJFJYHpuGN0GZt0H0kufi1lvoK9fA2DGMJYG0u0XM2Prylt/y1VvCuGmcIlc/R9LnwtCI9MCkFm6iklXgxvwibjGGA78GxDWeG9JTctOtATyGl7fJeDiNkYgJ7vlB9JkhExyrt+j6RkyFRWYwfK4hjNBS6tQyxqa9IgGXB3vF7PvW20QJXqoEL9zbITwnFyZCoBRAzfsIDTRTbnoBSjn0/MDAjhEu8pA0HcWo/YX4msPbQa7/C5gIkbGgwfuoQWDR9CIJcA9u5OBtNUbzTcFjtj3uu4MydgBDMenp4YGfUWF5vLjnhmiz840GPTiLO1ZeUcuyYYW7DuEhhWP4upztN7kQM0zAkB6EKhKeRQtjNyEhf4nbZGidHkHEtDwyhx4iRnklxbDOkJ/GM8oDqZ2FTuGz6WZBX2VvCCZfFS8/Vv9EhgSNCF71d2M6SnItzscm2vmq0BfWOAUpch9cQyO5y+vTz0Q+Ue0s5QeFMd1MOlKJ3lBWh4h1cVi6f5QEaLjRRDk2HSugNPGoqw37SfbnKeTmOErwIj1RclyIO5werk3jbGs9EeMyS6zUv6OjSObIsDi2DqrBV8noZqh/IkOmRuQV+runETW86CCP5YUJSHX14lEDYdYEqa5y3GXJkM+LrTFzPkc41m/LNl0xA2YO/R/Qf8FxbiC29BRTIsToRECdKwQUAvkI7C5jJTGMw4yh3V62a8bw4KDlzdBX0EWzY+HOZ2B7GvE4RDPug2CsXS5r5gHcIyOmxQpdZNDQsNRTnb2XMVRdn0HE/y/xMvl2kAwUE9FhSpYk70ocw4fJ9VwnXfuiz9O4Ox8ToYPE8OFsn3Yf2hJ6qh30sSpcn4lDW+kSM2ib7j2NjxFKbYMX6PDcP4sym1/GcKJ1HBvCmZOQ9JGXx+o/PnwIjLUhJ6WBftM9uH9W5jtIGk6gdXxDhnbij3CIMXQU2Icjn0dtkjxN10S+g2j2KXm3/i49P9o8WjJ0fomLXX8XxtyTJDlThsXqH1b7AmkKdQxYCcunn0KLPcBBW95xKfuaOhmiE7Sevot5YRyZCA/TiiKG2hdpoAjW2YCZifBoXQa78u8ahKeiwfJUaO5uVGfoJc9HM0bJwC3Bh8hJcdBOwTdtqSe3narrmLHCfEIsZhijdTb25fiu4U9grAFERj6+iA8LWcicFI7AQ0dy8JEG4cXaPyT1zxK5+FeYl7xxQb6m2JDwcAlZ548zIdASerLp+jiGDzGwtrcwnDIkTIph6yQaGtzduePxSPOoyPXRPfdx1hHWZSdaMS6VfueYOZ8jZIj7B4TnjyYf0yGHDorhsrP+9ULj3IjJPK+G17lGZg4W6oNCQCFACOwuY2UbMjMSQfgCcdDE/L0PnsS7jYhjOWyRFowFXGQMZ2ZoRpxC6J29ZLfI9Y6vefIdNiJ6Xj6EgUTQh0DcyPl+W7xQ/xuh7NJqR1/vc8pTIWyECi3nfp9WSlxL2PqC1hLk/Os4dKfAeBpa2jaz5LVy9dAZSMhDeEcetPyD6zlyL4y14yYjjuAmWdi/cyTf+RGIpXNkQkudi/NBb7p82qmdDUScy9rtLqz/RjxY8ve8yzMfTT2KQDhflzI/O06K8OK4YrunH0dPtkkPYe0PIJbOH8wcqdAGQloBHdiCkffBLK2R+Vzo2Gn/hcd5oR7UdwoBhUAuAn84YyWXvU/zSW5itgf33+U/RD9Nf6pVa/XQnvtQkCttUAgoBBQCnx8CyljZgcx5+Dn6f53ITWbcQTvqlu0iwBF+3o9fJygcpw6FgEJAIaAQ+NwQUMbK5yZxxa9CQCGgEFAIKAR2GQLKWNllAlPkKgQUAgoBhYBC4HNDQBkrn5vEFb8KAYWAQkAhoBDYZQgoY2WXCUyRqxBQCCgEFAIKgc8NAWWsfG4SV/wqBBQCCgGFgEJglyHw/4YdE9f0mWZeAAAAAElFTkSuQmCC)
well as immunomodulatory functions (e.g., those associated with risk of allergy, inflammatory bowel disease, neoplasia). The development of this complex
ecosystem in each infant is driven by multiple determinant factors: genetic, maternal (including prenatal), and environmental. While many environmental factors, including geography, family structure, pets, antibiotics, play a role; by far, the mode of birth
(cesarean versus vaginal delivery) and the type of feeding (breast feeding versus other substitutes) appear to be the most significant modulators of the early development of each individual’s microbiota.
Breastfeeding promotes microbiota development with significant diversity and predominance of specific species, particularly bifidobacteria and lactobacilli, via
multiple mechanisms, including breast milk bacteria composition and human milk oligosaccharides. Non-breastfed infants develop dysbiosis–generally described as
altered gut microbiota profiles and changes in diversity, as compared to breastfed. Clinically, breastfed infants are generally protected from a number of health conditions
associated with use of breast milk substitutes. These include lower risk from infections, and immunological disease such as asthma, other allergies, type one diabetes, and
leukemia, as well as metabolic disease (obesity and type 2 diabetes). Notably, all these health conditions have been associated with dysbiosis later in life.
Similarly, compared with vaginal birth, birth by cesarean section has been associated with a less diverse microbiota, and altered microbial profiles, including lower presence of bifidobacteria1. Increasingly, strong associations have been reported between cesarean delivery and disease in infancy and later life.2
Cesarean delivery increases risk of gastroenteritis, respiratory infections, and otitis media. It has also been shown to be strongly associated with risk of hospitalizations
for acute gastroenteritis in the first two years of life, and this risk is exacerbated
further for those who are not breastfeed.3 Cesarean birth also increases risk of obesity4 and type 2 diabetes. Most notably, it increases risk of allergic disease, including asthma, atopic dermatitis, and particularly food allergy.5 And the relative risk of leukemia, particularly acute lymphocytic leukemia appears also to be increased.6
Of note, all these conditions are also associated with dysbiosis. Most studies so far linking cesarean birth to disease are associative and long-term prospective studies are underway. However, alterations in microbial composition, diversity, and maturity
appear to precede some of these manifestations.7 It is increasingly becoming clear that the development of early life dysbiosis (resulting from determining factors such as cesarean section and lack of breastfeeding) is a major link, and potentially an etiologic
factor in the risk expression of multiple acute and chronic conditions. The use of specific species and strains of bifidobacteria (e.g., B. infantis, B. lactis) and lactobacilli (L. rhamnosus, L. reuteri) as probiotics has been shown to have effects on infectious intestinal and respiratory illness, and have effect on modulating gut barrier function, IgA
secretion, and T lymphocytes activity modulation. Thus, probiotics may have the potential for mitigating the dysbiosis associated with cesarean birth of lack of
breastfeeding and its longer-term immune related consequences.
References
1. Andersen V, et al. Caesarean Delivery and Risk of Chronic Inflammatory Diseases
(Inflammatory Bowel Disease, Rheumatoid Arthritis, Coeliac Disease, and Diabetes Mellitus): A Population Based Registry Study of 2,699,479 Births in Denmark During 1973-2016. Clin Epidemiol. 2020 Mar 9;12:287-293. doi: 10.2147/CLEP.S229056. PMID: 32210632; PMCID: PMC7073427.
2. Bentley JP, et al. Gestation at birth, mode of birth, infant feeding and childhood
hospitalization with infection. Acta Obstet Gynecol Scand. 2018 Aug;97(8):988-997. doi: 10.1111/aogs.13371. Epub 2018 May 29. PMID: 29768650.
3. Darmasseelane K, et al. Mode of delivery and offspring body mass index, overweight and obesity in adult life: a systematic review and meta-analysis. PLoS One. 2014 Feb
26;9(2):e87896. doi: 10.1371/journal. pone.0087896. Erratum in: PLoS One.
2014;9(5):e97827. PMID: 24586295; PMCID: PMC3935836.
4. Galazzo G, et al. Development of the Microbiota and Associations With Birth Mode,
Diet, and Atopic Disorders in a Longitudinal Analysis of Stool Samples, Collected From
Infancy Through Early Childhood. Gastroenterology. 2020 May;158(6):1584-1596.
doi: 10.1053/j.gastro.2020.01.024. Epub 2020 Jan 18. PMID: 31958431.
5. Hesla HM et al. Impact of lifestyle on the gut microbiota of healthy infants and their
mothers—the ALADDIN birth cohort. FEMS Microbiol Ecol. 2014 Dec;90(3):791-801. doi: 10.1111/1574-6941.12434. Epub 2014 Nov 3. PMID: 25290507.
6. Jiang LL, et al. Cesarean section and risk of childhood leukemia: a systematic review and meta-analysis. World J Pediatr. 2020 Oct;16(5):471-479. doi: 10.1007/s12519-020- 00338-4. Epub 2020 Feb 11. PMID: 32048234.
7. Mitselou N, et al. Cesarean delivery, preterm birth, and risk of food allergy: Nationwide Swedish cohort study of more than 1 million children. J Allergy Clin Immunol. 2018 Nov;142(5):1510-1514.e2. doi: 10.1016/j. jaci.2018.06.044. Epub 2018 Sep 10. PMID: 30213656.
1. Andersen V, et al. Caesarean Delivery and Risk of Chronic Inflammatory Diseases
(Inflammatory Bowel Disease, Rheumatoid Arthritis, Coeliac Disease, and Diabetes Mellitus): A Population Based Registry Study of 2,699,479 Births in Denmark During 1973-2016. Clin Epidemiol. 2020 Mar 9;12:287-293. doi: 10.2147/CLEP.S229056. PMID: 32210632; PMCID: PMC7073427.
2. Bentley JP, et al. Gestation at birth, mode of birth, infant feeding and childhood
hospitalization with infection. Acta Obstet Gynecol Scand. 2018 Aug;97(8):988-997. doi: 10.1111/aogs.13371. Epub 2018 May 29. PMID: 29768650.
3. Darmasseelane K, et al. Mode of delivery and offspring body mass index, overweight and obesity in adult life: a systematic review and meta-analysis. PLoS One. 2014 Feb
26;9(2):e87896. doi: 10.1371/journal. pone.0087896. Erratum in: PLoS One.
2014;9(5):e97827. PMID: 24586295; PMCID: PMC3935836.
4. Galazzo G, et al. Development of the Microbiota and Associations With Birth Mode,
Diet, and Atopic Disorders in a Longitudinal Analysis of Stool Samples, Collected From
Infancy Through Early Childhood. Gastroenterology. 2020 May;158(6):1584-1596.
doi: 10.1053/j.gastro.2020.01.024. Epub 2020 Jan 18. PMID: 31958431.
5. Hesla HM et al. Impact of lifestyle on the gut microbiota of healthy infants and their
mothers—the ALADDIN birth cohort. FEMS Microbiol Ecol. 2014 Dec;90(3):791-801. doi: 10.1111/1574-6941.12434. Epub 2014 Nov 3. PMID: 25290507.
6. Jiang LL, et al. Cesarean section and risk of childhood leukemia: a systematic review and meta-analysis. World J Pediatr. 2020 Oct;16(5):471-479. doi: 10.1007/s12519-020- 00338-4. Epub 2020 Feb 11. PMID: 32048234.
7. Mitselou N, et al. Cesarean delivery, preterm birth, and risk of food allergy: Nationwide Swedish cohort study of more than 1 million children. J Allergy Clin Immunol. 2018 Nov;142(5):1510-1514.e2. doi: 10.1016/j. jaci.2018.06.044. Epub 2018 Sep 10. PMID: 30213656.