Risk Factors and Prevention Strategies for Gestational Diabetes in Asian Populations
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GDM risk is driven by multiple interacting factors, including age, prior GDM, family history, ethnicity and conditions such as polycystic ovary syndrome (PCOS), beyond adiposity.
“Beyond adiposity, GDM risk is influenced by age, prior GDM, family history, ethnicity [39] and conditions such as polycystic ovary syndrome (PCOS) [4, 40].”
From Preconception Perceptions, Knowledge and Behaviours of Women With Gestational Diabetes Mellitus: A Qualitative Study (2026) · cites this paper as [40]
The findings highlight the complexity of behaviour change in the preconception period.
“Although this study did not set out to assess the effectiveness of women's health behaviours in the preconception period, the findings highlight the complexity of behaviour change in the preconception period [4, 40].”
From Preconception Perceptions, Knowledge and Behaviours of Women With Gestational Diabetes Mellitus: A Qualitative Study (2026) · cites this paper as [40]
The main text (page unavailable) discusses prepregnancy risk factors for gestational diabetes, but it does not address how women change health behaviours before conception or the complexity of doing so. Searches for the claim’s wording and for prepregnancy lifestyle change found no passage on that point. (LLM, conf=0.74)
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Cites
(2004) · The Lancet · doi:10.1016/s0140-6736(03)15268-3 · Cited by 12,717 · see citing works
2. Diagnosis and Classification of Diabetes: <i>Standards of Care in Diabetes—2024</i>
American Diabetes Association Professional Practice Committee, ElSayed, N. A., Aleppo, G., Bannuru, R. R., Bruemmer, D., Collins, B. S., Ekhlaspour, L., Gaglia, J. L., Hilliard, M. E., Johnson, E. L., et al. (2024) · Diabetes Care · doi:10.2337/dc24-s002 · Cited by 2,086 · see citing works
Epidemic obesity and type 2 diabetes in Asia
Yoon, K.-H., Lee, J.-H., Kim, J.-W., Cho, J. H., Choi, Y.-H., Ko, S.-H., Zimmet, P., & Son, H.-Y. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69703-1 · Cited by 1,580 · see citing works
Ramachandran, A., Wan Ma, R. C., & Snehalatha, C. (2010) · The Lancet · doi:10.1016/s0140-6736(09)60937-5 · Cited by 782 · see citing works
Epidemiology and management of gestational diabetes
Sweeting, A., Hannah, W., Backman, H., Catalano, P., Feghali, M., Herman, W. H., Hivert, M.-F., Immanuel, J., Meek, C., Oppermann, M. L., et al. (2024) · The Lancet · doi:10.1016/s0140-6736(24)00825-0 · Cited by 431 · see citing works
Increased prevalence of insulin resistance and nonalcoholic fatty liver disease in Asian-Indian men
Petersen, K. F., Dufour, S., Feng, J., Befroy, D., Dziura, J., Man, C. D., Cobelli, C., & Shulman, G. I. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0608537103 · Cited by 403 · see citing works
Health of foreign-born people in the United States: A review
Cunningham, S. A., Ruben, J. D., & Narayan, K. M. V. (2008) · Health & Place · doi:10.1016/j.healthplace.2007.12.002 · Cited by 395 · see citing works
β Cell Dysfunction Versus Insulin Resistance in the Pathogenesis of Type 2 Diabetes in East Asians
Yabe, D., Seino, Y., Fukushima, M., & Seino, S. (2015) · Current Diabetes Reports · doi:10.1007/s11892-015-0602-9 · Cited by 328 · see citing works
Yu, Y., Arah, O. A., Liew, Z., Cnattingius, S., Olsen, J., Sørensen, H. T., Qin, G., & Li, J. (2019) · BMJ · doi:10.1136/bmj.l6398 · Cited by 305 · see citing works
Risk factors for gestational diabetes: is prevention possible?
Zhang, C., Rawal, S., & Chong, Y. S. (2016) · Diabetologia · doi:10.1007/s00125-016-3979-3 · Cited by 276 · see citing works
15. Management of Diabetes in Pregnancy: Standards of Care in Diabetes—2025
American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., et al. (2025) · Diabetes Care · doi:10.2337/dc25-s015 · Cited by 252 · see citing works
Trends in Gestational Diabetes at First Live Birth by Race and Ethnicity in the US, 2011-2019.
Shah, N. S., Wang, M. C., Freaney, P., Perak, A., Carnethon, M., Kandula, N., Gunderson, E., Bullard, K., Grobman, W., O'Brien, M., et al. (2021) · Journal of the American Medical Association (JAMA) · doi:10.1001/jama.2021.7217 · Cited by 249 · see citing works
Disparities in the risk of gestational diabetes by race-ethnicity and country of birth
Hedderson, M. M., Darbinian, J. A., & Ferrara, A. M. (2010) · Paediatric and Perinatal Epidemiology · doi:10.1111/j.1365-3016.2010.01140.x · Cited by 243 · see citing works
15. Management of Diabetes in Pregnancy: <i>Standards of Care in Diabetes—2024</i>
American Diabetes Association Professional Practice Committee, ElSayed, N. A., Aleppo, G., Bannuru, R. R., Bruemmer, D., Collins, B. S., Ekhlaspour, L., Hilliard, M. E., Johnson, E. L., Khunti, K., et al. (2024) · Diabetes Care · doi:10.2337/dc24-s015 · Cited by 232 · see citing works
Møller, J. B., Pedersen, M., Tanaka, H., Ohsugi, M., Overgaard, R. V., Lynge, J., Almind, K., Vasconcelos, N.-M., Poulsen, P., Keller, C., et al. (2013) · Diabetes Care · doi:10.2337/dc13-0598 · Cited by 146 · see citing works
Gestational diabetes mellitus: All Asians are not alike
Chu, S. Y., Abe, K., Hall, L. R., Kim, S. Y., Njoroge, T., & Qin, C. (2009) · Preventive Medicine · doi:10.1016/j.ypmed.2009.07.001 · Cited by 120 · see citing works
Hedderson, M. M., & Ferrara, A. M. (2008) · Diabetes Care · doi:10.2337/dc08-1193 · Cited by 110 · see citing works
Peng, T. Y., Ehrlich, S. F., Crites, Y., Kitzmiller, J. L., Kuzniewicz, M. W., Hedderson, M. M., & Ferrara, A. (2017) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2016.10.007 · Cited by 94 · see citing works
Diabetes Prevalence by Length of Residence Among US Immigrants
Oza‐Frank, R. B., Stephenson, R. B., & Narayan, K. M. V. (2009) · Journal of Immigrant and Minority Health · doi:10.1007/s10903-009-9283-2 · Cited by 93 · see citing works
Impact of race/ethnicity on insulin resistance and hypertriglyceridaemia
Raygor, V., Abbasi, F., Lazzeroni, L., Kim, S., Ingelsson, E., Reaven, G., & Knowles, J. (2019) · Diabetes & vascular disease research · doi:10.1177/1479164118813890 · Cited by 78 · see citing works
Identification of genetic effects underlying type 2 diabetes in South Asian and European populations
Loh, M. C. S., Zhang, W., Ng, H. K., Schmid, K., Lamri, A., Lin, T., Ahmad, M., Lee, J., Ng, M. C. Y., Petty, L. E., et al. (2022) · Communications Biology · doi:10.1038/s42003-022-03248-5 · Cited by 61 · see citing works
Consequences of Gestational Diabetes in an Urban Hospital in Viet Nam: A Prospective Cohort Study
Hirst, J. E., Tran, T. S., Do, M. A. T., Morris, J. M., & Jeffery, H. E. (2012) · PLoS Medicine · doi:10.1371/journal.pmed.1001272 · Cited by 59 · see citing works
Impact of maternal nativity on the prevalence of diabetes during pregnancy among U.S. ethnic groups.
Kieffer, E. C., Martin, J. A., & Herman, W. H. (1999) · Diabetes Care · doi:10.2337/diacare.22.5.729 · Cited by 56 · see citing works
American College of Obstetricians and Gynecologists (2024) · Obstetrics & Gynecology · doi:10.1097/aog.0000000000005612 · Cited by 46 · see citing works
A1C and Diabetes Diagnosis Among Filipino Americans, Japanese Americans, and Native Hawaiians
Araneta, M. R. G., Grandinetti, A., & Chang, H. K. (2010) · Diabetes Care · doi:10.2337/dc10-0958 · Cited by 46 · see citing works
Racial and Ethnic Inequities in Development of Type 2 Diabetes After Gestational Diabetes Mellitus
Janevic, T. M., McCarthy, K. J., Liu, S. H., Huyhn, M., Kennedy, J., Chan, H. T., Mayer, V., Vieira, L., Tabaei, B. P., Howell, F., et al. (2023) · Obstetrics and Gynecology · doi:10.1097/aog.0000000000005324 · Cited by 39 · see citing works
Ethnic Similarities and Differences in the Relationship between Beta Cell Mass and Diabetes
Inaishi, J., & Saisho, Y. (2017) · Journal of Clinical Medicine · doi:10.3390/jcm6120113 · Cited by 33 · see citing works
Failing beta-cell adaptation in South Asian families with a high risk of type 2 diabetes
Jainandunsing, S., Özcan, B., Rietveld, T., van Miert, J. V., Isaacs, A., Langendonk, J., Rooij, F. D. D., & Sijbrands, E. (2014) · Acta Diabetologica · doi:10.1007/s00592-014-0588-9 · Cited by 22 · see citing works
Association between gestational diabetes and cardiovascular disease within 24 months postpartum
Ackerman‐Banks, C. M., Palmsten, K. K., Lipkind, H. S., & Ahrens, K. A. (2024) · American Journal of Obstetrics & Gynecology MFM · doi:10.1016/j.ajogmf.2024.101366 · Cited by 20 · see citing works
Ogunwole, S. M., Turkson‐Ocran, R., Boakye, E., Creanga, A. A., Wang, X., Bennett, W. L., Sharma, G. V., Cooper, L. A., & Commodore-Mensah, Y. Y. (2022) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2021-002329 · Cited by 15 · see citing works
Li, L., Zou, X., Huang, Q., Han, X., Zhou, X., & Ji, L. (2021) · Frontiers in Endocrinology · doi:10.3389/fendo.2021.780557 · Cited by 12 · see citing works
Noah, A. I., Perez-Patron, M. J., Gongalla, M., Hill, A. V., & Taylor, B. D. (2023) · Scientific Reports · doi:10.1038/s41598-023-36789-8 · Cited by 12 · see citing works
Shah, S. M. A., Jaacks, L. M., Al‐Maskari, F., Alkaabi, J., Aziz, F., Soteriades, E. S., Loney, T., Farooqi, M. H., Memon, A., & Ali, R. (2020) · BMJ Open · doi:10.1136/bmjopen-2020-040166 · Cited by 9 · see citing works
Boyer, T. M., Hsueh, C., Sun, K. M., Kwapong, Y. A., Vaught, A. “. J., Tcheugui, J. E., Selvin, E., Ndumele, C. E., Hays, A. G., Michos, E. D., et al. (2024) · JACC Asia · doi:10.1016/j.jacasi.2024.07.010 · Cited by 7 · see citing works
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Payne, E., Schoenaker, D., Turner, K., Murphy, H. R., Skouteris, H., Ismail, K., Silverio, S. A., & Benton, M. (2026) · Health Expectations · doi:10.1111/hex.70617 · Cited by 4 · see citing works
“Although this study did not set out to assess the effectiveness of women's health behaviours in the preconception period, the findings highlight the complexity of behaviour change in the preconception period [4, 40].”
Zhu, H., Pan, J., & Pan, H. (2025) · Journal of Diabetes Investigation · doi:10.1111/jdi.70195 · Cited by 4 · see citing works
Punnose, J., Malhotra, R. K., Rijhwani, R. M., & Choudhary, N. (2026) · Clinical Obesity · doi:10.1111/cob.70106
- Authors
- Pan, S.-Y., Huang, C.-J., & Cheng, H.-M.
- Affiliations
- Taichung Veterans General Hospital (TW)
- Taipei Veterans General Hospital (TW)
- National Yang Ming Chiao Tung University (TW)
- Corresponding author
- Cheng, Hao-Min
- Venue
- JACC: Asia
- Publisher
- Elsevier BV
- Published
- 2024-11
- Volume
- 4
- Issue
- 11
- Pages
- 853-856
- ISSN
- 2772-3747 (ISSN-L)
- PMC
- PMC11604493
- OpenAlex
- W4404055930
- Cited by
- 2
- References
- 36
- Citations by year
- 2026: 1 · 2025: 1
- FWCI
- 1.11
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- JACC Asia (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Obstetrics and Gynecology › Pregnancy and preeclampsia studies
- Keywords
- gestational diabetes mellitus, risk factors, prevention, Asian populations, pregnancy
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