Long COVID’s Gender-Specific Determinants: 3- and 6-Month Evidence from Thai Females During the Delta and Omicron Waves

Main Article Content

Chonlawat Chaichan
Thammanard Charernboon
Paskorn Sritipsukho

Abstract

Objectives: To prospectively identify determinants of Long COVID in Thai females and compare outcomes across the Delta and Omicron periods through structured follow-up assessments at 3 and 6 months post-infection.
Materials and Methods: From May 2021 through June 2022, this prospective cohort study was conducted in Thailand at Thammasat University Hospital and its field hospital. We enrolled 1,484 females aged 18 and older with laboratory-confirmed SARS-CoV-2 infection. Using a standardized questionnaire and trained interviewers to assess Long COVID symptoms, we followed up with participants via telephone interviews at 3- and 6-months post-diagnosis. Multivariable logistic regression was used to identify independent risk factors for Long COVID.
Results: At the 3-month follow-up, 806 participants (54.3%) reported Long COVID symptoms, which persisted in 418 (38.6%) at 6 months. At 3 months, infection during the Omicron-dominant wave (adjusted odds ratio (OR) 1.75, 95% confidence interval (CI): 1.26–2.43) and acute myalgia (adjusted OR 1.52, 95% CI: 1.04–2.22) were significant predictors. At the 6-month follow-up, moderate-to-critical initial illness severity (adjusted OR 2.17, 95% CI: 1.01–4.69) and loss of smell during the acute phase (adjusted OR 1.61, 95% CI: 1.04–2.49) were significant predictors of persistent Long COVID.
Conclusion: In Thai females, determinants for Long COVID shift between 3 and 6 months post-infection. While acute myalgia and the Omicron variant are early predictors, initial illness severity and loss of smell better indicate symptom persistence at 6 months. These findings highlight Long COVID’s dynamic nature and can help identify female patients at higher risk for prolonged symptoms.

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How to Cite
Chaichan , C. ., Charernboon, T. ., & Sritipsukho, P. . (2026). Long COVID’s Gender-Specific Determinants: 3- and 6-Month Evidence from Thai Females During the Delta and Omicron Waves. Journal of Medicine and Urban Health, 70(2), e7479. https://doi.org/10.62691/jmuh.2026.7479
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Original Article

References

Davis HE, McCorkell L, Vogel JM, Topol EJ. Long COVID: major findings, mechanisms and recommendations. Nat Rev Microbiol 2023;21(3):133-46. doi: 10.1038/s41579-022-00846-2.

Soriano JB, Murthy S, Marshall JC, Relan P, Diaz JV. A clinical case definition of post-COVID-19 condition by a Delphi consensus. Lancet Infect Dis 2022;22(4):e102-7. doi: 10.1016/S1473-3099(21)00703-9.

Centers for Disease Control and Prevention. Long COVID surveillance [internet]. 2025 [cited 2025 Jan 15]. Available from: https://www.cdc.gov/longcovid/php/surveillance/index.html

Galbadage T, Peterson BM, Awada J, Buck AS, Ramirez DA, Wilson J, et al. Systematic review and meta-analysis of sex-specific COVID-19 clinical outcomes. Front Med (Lausanne) 2020;7:348. doi: 10.3389/fmed.2020.00348.

Qi S, Ngwa C, Morales Scheihing DA, Al Mamun A, Ahnstedt HW, Finger CE, et al. Sex differences in the immune response to acute COVID-19 respiratory tract infection. Biol Sex Differ 2021;12(1):66. doi: 10.1186/s13293-021-00410-2.

Silva J, Takahashi T, Wood J, Lu P, Tabachnikova A, Gehlhausen JR, et al. Sex differences in symptomatology and immune profiles of Long COVID. medRxiv [preprint] 2024:2024.02.29.24303568. doi: 10.1101/2024.02.29.24303568.

Delfino C, Poli MC, Vial C, Vial PA, Martínez G, Riviotta A, et al. Post-COVID-19 condition: a sex-based analysis of clinical and laboratory trends. Front Med (Lausanne) 2024;11:1376030. doi: 10.3389/fmed.2024.1376030.

Durstenfeld MS, Peluso MJ, Peyser ND, Lin F, Knight SJ, Djibo A, et al. Factors associated with long COVID symptoms in an online cohort study. Open Forum Infect Dis 2023;10(2):ofad047. doi: 10.1093/ofid/ofad047.

Hamlin RE, Pienkos SM, Chan L, Stabile MA, Pinedo K, Rao M, et al. Sex differences and immune correlates of long covid development, symptom persistence, and resolution. Sci Transl Med 2024;16(773):eadr1032. doi: 10.1101/2024.06.18.599612.

Martínez-Ayala MC, Proaños NJ, Cala-Duran J, Lora-Mantilla AJ, Cáceres-Ramírez C, Villabona-Flórez SJ, et al. Factors associated with long COVID syndrome in a Colombian cohort. Front Med (Lausanne) 2023;10:1325616. doi: 10.3389/fmed.2023.1325616.

Tsampasian V, Elghazaly H, Chattopadhyay R, Debski M, Naing TKP, Garg P, et al. Risk factors associated with post-COVID-19 condition: a systematic review and meta-analysis. JAMA Intern Med 2023;183(6):566-80. doi: 10.1001/jamainternmed.2023.0750.

Kiatratdasakul S, Noisumdaeng P, Niyomdecha N. Biological factors associated with long COVID and comparative analysis of SARS-CoV-2 spike protein variants: a retrospective study in Thailand. PeerJ 2024;12:e17898. doi: 10.7717/peerj.17898.

Fernández-de-Las-Peñas C, de-la-Llave-Rincón AI, Ortega-Santiago R, Ambite-Quesada S, Gómez-Mayordomo V, Cuadrado ML, et al. Prevalence and risk factors of musculoskeletal pain symptoms as long-term post-COVID sequelae in hospitalized COVID-19 survivors: a multicenter study. Pain 2022;163(9):e989-96. doi: 10.1097/j.pain.0000000000002564.

Guzman-Esquivel J, Mendoza-Hernandez MA, Guzman-Solorzano HP, Sarmiento-Hernandez KA, Rodriguez-Sanchez IP, Martinez-Fierro ML, et al. Clinical characteristics in the acute phase of COVID-19 that predict long COVID: tachycardia, myalgias, severity, and use of antibiotics as main risk factors, while education and blood group B are protective. Healthcare (Basel) 2023;11(2):197. doi: 10.3390/healthcare11020197.

Peluso MJ, Deeks SG. Mechanisms of long COVID and the path toward therapeutics. Cell 2024;187(20):5500-29. doi: 10.1016/j.cell.2024.07.054.

Huang C, Huang L, Wang Y, Li X, Ren L, Gu X, et al. 6-month consequences of COVID-19 in patients discharged from hospital: a cohort study. Lancet 2021;397(10270):220-32. doi: 10.1016/S0140-6736(23)00810-3.

Sudre CH, Murray B, Varsavsky T, Graham MS, Penfold RS, Bowyer RC, et al. Attributes and predictors of long COVID. Nat Med. 2021;27(4):626-31. doi: 10.1038/s41591-021-01292-y.

Subramanian A, Nirantharakumar K, Hughes S, Myles P, Williams T, Gokhale KM, et al. Symptoms and risk factors for long COVID in non-hospitalized adults. Nat Med 2022;28(8):1706-14. doi: 10.1038/s41591-022-01909-w.

Leedman SR, Sheeraz M, Sanfilippo PG, Edgar DW, D’Aulerio GV, Robb DM, et al. Olfactory dysfunction at six months after coronavirus disease 2019 infection. J Laryngol Otol 2021;135(9):839-43. doi: 10.1017/S0022215121002085.

Douaud G, Lee S, Alfaro-Almagro F, Arthofer C, Wang C, McCarthy P, et al. SARS-CoV-2 is associated with changes in brain structure in UK Biobank. Nature 2022;604(7907):697-707. doi: 10.1038/s41586-022-04569-5.

Okrzeja J, Sołomacha S, Alimowski M, Sowa P, Dubatówka M, Łapińska M, et al. Assessment of smell disturbances 6 months after COVID-19 in Polish population. Sci Rep 2024;14(1):11251. doi: 10.1038/s41598-024-62114-y.

Hu M, Song T, Gong Z, Che Q, Guo J, Chen L, et al. Symptom trajectories and clinical subtypes in post-COVID-19 condition: systematic review and clustering analysis. JMIR Public Health Surveill 2025;11:e72221. doi: 10.2196/72221.

Huang C, Huang L, Wang Y, Li X, Ren L, Gu X, et al. 6-month consequences of COVID-19 in patients discharged from hospital: a cohort study. Lancet. 2023;401(10393):e21-33. doi: 10.1016/S0140-6736(23)01175-3.

Pretorius E, Vlok M, Venter C, Bezuidenhout JA, Laubscher GJ, Steenkamp J, et al. Persistent clotting protein pathology in long COVID/post-acute sequelae of COVID-19 (PASC) is accompanied by increased levels of antiplasmin. Cardiovasc Diabetol 2021;20(1):172. doi: 10.1186/s12933-021-01359-7.

Vassiliou AG, Vrettou CS, Keskinidou C, Dimopoulou I, Kotanidou A, Orfanos SE. Endotheliopathy in acute COVID-19 and long COVID. Int J Mol Sci 2023;24(9):8237. doi: 10.3390/ijms24098237.

Nguyen B, Tosti A. Alopecia in patients with COVID-19: a systematic review and meta-analysis. JAAD Int 2022;7:67-77. doi: 10.1016/j.jdin.2022.02.006.

Mizrahi B, Sudry T, Flaks-Manov N, Yehezkelli Y, Kalkstein N, Akiva P, et al. Long covid outcomes at one year after mild SARS-CoV-2 infection: nationwide cohort study. Bmj 2023;380:e072529. doi: 10.1136/bmj-2022-072529.

Thaweethai T, Jolley SE, Karlson EW, Levitan EB, Levy B, McComsey GA, et al. Development of a definition of postacute sequelae of SARS-CoV-2 infection. Jama 2023;329(22):1934-46. doi: 10.1001/jama.2023.8823.