Abstract
Birth weight (BW) is a key determinant of infant mortality. Previous studies have reported seasonal fluctuation of BW. However, the responsible environmental factors remain disputable. High-altitude environment provides a great opportunity to test the current hypotheses due to its distinctive climate conditions. We collected BW data of ~ 9000 Tibetan singletons born at Lhasa (elevation: 3660 m) from 2014 to 2018. Using regression models, we analyzed BW seasonality of highland Tibetans. Multivariate models with meteorological factors as independent variables were employed to examine responsible environmental factors accounting for seasonal variation. We compared BW, low-BW prevalence and sex ratio between highland and lowland populations, and we observed a significant seasonal pattern of BW in Tibetans, with a peak in winter and a trough in summer. Notably, there is a marked sex-biased pattern of BW seasonality (more striking in males than in females). Sunlight exposure in the 3rd trimester and barometric pressure exposure in the 2nd trimester are significantly correlated with BW, and the latter can be explained by seasonal change of oxygen partial pressure. In particular, due to the male-biased BW seasonality, we found a more serious BW reduction and higher prevalence of low-BW in males, and a skewed sex ratio in highlanders. The infant BW of highland Tibetans has a clear pattern of seasonality. The winter BW is larger than the summer BW, due to the longer sunlight exposure during the late-trimester. Male infants are more sensitive to hypoxia than female infants during the 2nd trimester, leading to more BW reduction and higher mortality.



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References
Bakwin H, Bakwin RM (1931) Body bulid in infants: III. Body build in disease. J Clin Invest 10(2):395–403. https://doi.org/10.1172/JCI100359
Bantje H (1987) Seasonality of births and birthweights in Tanzania. Soc Sci Med 24(9):733–739. https://doi.org/10.1016/0277-9536(87)90110-9
Beall CM (2007) Two routes to functional adaptation: Tibetan and Andean high-altitude natives. Proc Natl Acad Sci USA 104(Suppl 1):8655–8660. https://doi.org/10.1073/pnas.0701985104
Bramer GR (1988) International statistical classification of diseases and related health problems. Tenth Rev World Health Stat Q 41(1):32–36
Byrne CD, Phillips DI (2000) Fetal origins of adult disease: epidemiology and mechanisms. J Clin Pathol 53(11):822–828. https://doi.org/10.1136/jcp.53.11.822
Chodick G, Flash S, Deoitch Y, Shalev V (2009) Seasonality in birth weight: review of global patterns and potential causes. Hum Biol 81(4):463–477. https://doi.org/10.3378/027.081.0405
Chodick G, Shalev V, Goren I, Inskip PD (2007) Seasonality in birth weight in Israel: new evidence suggests several global patterns and different etiologies. Ann Epidemiol 17(6):440–446. https://doi.org/10.1016/j.annepidem.2006.10.013
Day FR, Forouhi NG, Ong KK, Perry JRB (2015) Season of birth is associated with birth weight, pubertal timing, adult body size and educational attainment: a UK Biobank study. Heliyon 1(2):e00031. https://doi.org/10.1016/j.heliyon.2015.e00031
Du L, Xu H, Qin M, Tan J, Zhang L, Jin H, Zhu L (2010) An investigation of birth weight of neonates and its influencing factors in a period from 1999 to 2008 in Shanghai city. Chin J Woman Child Health Res 21(1):4–7
Fall CH (2013) Fetal malnutrition and long-term outcomes. Nestle Nutr Inst Worksh Ser 74:11–25. https://doi.org/10.1159/000348384
Forsen T, Eriksson J, Tuomilehto J, Reunanen A, Osmond C, Barker D (2000) The fetal and childhood growth of persons who develop type 2 diabetes. Ann Intern Med 133(3):176–182. https://doi.org/10.7326/0003-4819-133-3-200008010-00008
Grocott MP, Martin DS, Levett DZH, McMorrow R, Windsor J, Montgomery HE (2009) Arterial blood gases and oxygen content in climbers on Mount Everest. N Engl J Med 360(2):140–149. https://doi.org/10.1056/NEJMoa0801581
Haggarty P, Campbell DM, Knox S, Horgan GW, Hoad G, Boulton E, McNeill G, Wallace AM (2013) Vitamin D in pregnancy at high latitude in Scotland. Br J Nutr 109(5):898–905. https://doi.org/10.1017/s0007114512002255
Hemati Z, Keikha M, Riahi R, Daniali SS, Goudarzi M, Kelishadi R (2021) A systematic review on the association of month and season of birth with future anthropometric measures. Pediatr Res 89(1):31–45. https://doi.org/10.1038/s41390-020-0908-4
Holley HS, Behan M, Wenninger JM (2012) Age and sex differences in the ventilatory response to hypoxia and hypercapnia in awake neonatal, pre-pubertal and young adult rats. Respir Physiol Neurobiol 180(1):79–87. https://doi.org/10.1016/j.resp.2011.10.012
Horiuchi M, Kirihara Y, Fukuoka Y, Pontzer H (2019) Sex differences in respiratory and circulatory cost during hypoxic walking: potential impact on oxygen saturation. Sci Rep 9(1):9550. https://doi.org/10.1038/s41598-019-44844-6
Jiang Q, Ge T, Tai X (2020) Change in China’s sex ratio at birth since 2000: a decomposition at the provincial level. Appl Spat Anal Policy 13(3):547–574. https://doi.org/10.1007/s12061-019-09317-3
Joseph V, Soliz J, Soria R, Pequignot J, Favier R, Spielvogel H, Pequignot JM (2002) Dopaminergic metabolism in carotid bodies and high-altitude acclimatization in female rats. Am J Physiol Regul Integr Comp Physiol 282(3):R765–R773. https://doi.org/10.1152/ajpregu.00398.2001
Julian CG, Wilson MJ, Moore LG (2009) Evolutionary adaptation to high altitude: a view from in utero. Am J Hum Biol 21(5):614–622. https://doi.org/10.1002/ajhb.20900
Keatinge WR, Coleshaw SR, Cotter F, Mattock M, Murphy M, Chelliah R (1984) Increases in platelet and red cell counts, blood viscosity, and arterial pressure during mild surface cooling: factors in mortality from coronary and cerebral thrombosis in winter. Br Med J (clin Res Ed) 289(6456):1405–1408. https://doi.org/10.1136/bmj.289.6456.1405
Kennedy LM, Tong S, Robinson AJ, Hiscock RJ, Hui L, Dane KM, Middleton AL, Walker SP, MacDonald TM (2020) Reduced growth velocity from the mid-trimester is associated with placental insufficiency in fetuses born at a normal birthweight. BMC Med 18(1):395. https://doi.org/10.1186/s12916-020-01869-3
Kramer MS (1987) Determinants of low birth weight: methodological assessment and meta-analysis. Bull World Health Organ 65(5):663–737
Murad R, Mahboob T, Rehman R, Baig R (2019) Comparison of serum levels of vitamin D and vitamin D-binding protein in normal, osteopenic and osteoporotic postmenopausal women. Pak J Med Sci 35(2):543–548. https://doi.org/10.12669/pjms.35.2.714
Murphy WG (2014) The sex difference in haemoglobin levels in adults—mechanisms, causes, and consequences. Blood Rev 28(2):41–47. https://doi.org/10.1016/j.blre.2013.12.003
Murray LJ, O’Reilly DPJ, Betts N, Patterson CC, Smith GD, Evans AE (2000) Season and outdoor ambient temperature: effects on birth weight. Obstet Gynecol 96(5 Pt 1):689–695. https://doi.org/10.1016/s0029-7844(00)01022-x
Myers JE, Thomas G, Tuytten R, Herrewege Y, Djiokep RO, Roberts CT, Kenny LC, Simpson NAB, North RA, Baker PN (2015) Mid-trimester maternal ADAM12 levels differ according to fetal gender in pregnancies complicated by preeclampsia. Reprod Sci 22(2):235–241. https://doi.org/10.1177/1933719114537713
Neild PJ, Syndercombe-Court D, Keatinge WR, Donaldson GC, Mattock M, Caunce M (1994) Cold-induced increases in erythrocyte count, plasma cholesterol and plasma fibrinogen of elderly people without a comparable rise in protein C or factor X. Clin Sci (lond) 86(1):43–48. https://doi.org/10.1042/cs0860043
Nishimura T, Ugarte J, Ohnishi M, Nishihara M, Alvarez G, Yasukochi Y, Fukuda H, Arima K, Watanuki S, Mendoza V, Aoyagi K (2020) Individual variations and sex differences in hemodynamics with percutaneous arterial oxygen saturation (SpO2) in young Andean highlanders in Bolivia. J Physiol Anthropol 39(1):31. https://doi.org/10.1186/s40101-020-00240-y
Peng Y, Yang Z, Zhang H, Cui C, Qi X, Luo X, Tao X, Wu Y, Ouzhuluobu B, Ciwangsangbu D, Chen H, Shi H, Su B (2011) Genetic variations in Tibetan populations and high-altitude adaptation at the Himalayas. Mol Biol Evol 28(2):1075–1081. https://doi.org/10.1093/molbev/msq290
Purdue-Smithe AC, Kim K, Nobles C, Schisterman EF, Schliep KC, Perkins NJ, Sjaarda LA, Freeman JR, Robinson SL, Radoc JG, Mills JL, Silver RM, Ye A, Mumford SL (2021) The role of maternal preconception vitamin D status in human offspring sex ratio. Nat Commun 12(1):2789. https://doi.org/10.1038/s41467-021-23083-2
Rayco-Solon P, Fulford AJ, Prentice AM (2005) Differential effects of seasonality on preterm birth and intrauterine growth restriction in rural Africans. Am J Clin Nutr 81(1):134–139. https://doi.org/10.1093/ajcn/81.1.134
Schreier N, Moltchanova E, Forsén T, Kajantie E, Eriksson JG (2013) Seasonality and ambient temperature at time of conception in term-born individuals—influences on cardiovascular disease and obesity in adult life. Int J Circumpolar Health 72:21466. https://doi.org/10.3402/ijch.v72i0.21466
Schwartz J, Katz SA, Fegley RW, Tockman MS (1988) Sex and race differences in the development of lung function. Am Rev Respir Dis 138(6):1415–1421. https://doi.org/10.1164/ajrccm/138.6.1415
Selvin S, Janerich DT (1971) Four factors influencing birth weight. Br J Prev Soc Med 25(1):12–16. https://doi.org/10.1136/jech.25.1.12
Steketee RW, Wirima JJ, Hightower AW, Slutsker L, Heymann DL, Breman JG (1996) The effect of malaria and malaria prevention in pregnancy on offspring birthweight, prematurity, and intrauterine growth retardation in rural Malawi. Am J Trop Med Hyg 55(1 Suppl):33–41. https://doi.org/10.4269/ajtmh.1996.55.33
Thomas MR, Marston L, Rafferty GF, Calvert S, Marlow N, Peacock JL, Greenough A (2006) Respiratory function of very prematurely born infants at follow up: influence of sex. Arch Dis Child Fetal Neonatal Ed 91(3):F197-201. https://doi.org/10.1136/adc.2005.081927
Thomas SD, Fudge AN, Whiting M, Coates PS (2011) The correlation between third-trimester maternal and newborn-serum 25-hydroxy-vitamin D in a selected South Australian group of newborn samples. BMJ Open 1(2):e000236. https://doi.org/10.1136/bmjopen-2011-000236
Thorne-Lyman A, Fawzi WW (2012) Vitamin D during pregnancy and maternal, neonatal and infant health outcomes: a systematic review and meta-analysis. Paediatr Perinat Epidemiol 26(Suppl 1):75–90. https://doi.org/10.1111/j.1365-3016.2012.01283.x
Tibblin G, Eriksson M, Cnattingius S, Ekbom A (1995) High birthweight as a predictor of prostate cancer risk. Epidemiology 6(4):423–424. https://doi.org/10.1097/00001648-199507000-00017
Wilcox AJ (2001) On the importance—and the unimportance—of birthweight. Int J Epidemiol 30(6):1233–1241. https://doi.org/10.1093/ije/30.6.1233
Wu T, Kayser B (2006) High altitude adaptation in Tibetans. High Alt Med Biol 7(3):193–208. https://doi.org/10.1089/ham.2006.7.193
Acknowledgements
We are grateful to all participants and their legal guardians in this study. This work was supported by grants from the National Natural Science Foundation of China (NSFC) (91631306 to B.S; 3217040584 and 32000390 to Y.H.; 32070578 to X.Q and 32170629 to H.Z.), the Youth Innovation Promotion Association of CAS (to Y.H.), the Science and Technology General Program of Yunan Province (202001AT070110 to Y.H.), the Provincial Natural Science Foundation of Tibet Autonomous Region (XZ2018ZRG-130 to J.L.) and Tibetan Fukang Hospital (2017-04 to J.L.).
Funding
This study was funded by grants from the National Natural Science Foundation of China (NSFC) (91631306 to B.S; 3217040584 and 32000390 to Y.H.; 32070578 to X.Q and 32170629 to H.Z.), the Youth Innovation Promotion Association of CAS (to Y.H.), the Science and Technology General Program of Yunnan Province (202001AT070110 to Y.H.), the Provincial Natural Science Foundation of Tibet Autonomous Region (XZ2018ZRG-130 to J.L.) and Tibetan Fukang Hospital (2017–04 to J.L.).
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BS, YH, XQ and Ouzhuluobu conceived the project. XQ, JL, Ouzhuluobu, WZ, YG, HZ, LC, CL, HL and CC collected the data. YH and TY conducted the statistical analysis. YH, BS and XQ wrote the article with inputs from all authors.
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He, Y., Li, J., Yue, T. et al. Seasonality and Sex-Biased Fluctuation of Birth Weight in Tibetan Populations. Phenomics 2, 64–71 (2022). https://doi.org/10.1007/s43657-021-00038-7
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DOI: https://doi.org/10.1007/s43657-021-00038-7


