Biological factors associated with long COVID and comparative analysis of SARS-CoV-2 spike protein variants: a retrospective study in Thailand
- PMID:39175748
- PMCID: PMC11340629
- DOI: 10.7717/peerj.17898
Biological factors associated with long COVID and comparative analysis of SARS-CoV-2 spike protein variants: a retrospective study in Thailand
Abstract
Background: Post-acute COVID-19 syndrome (long COVID) refers to the persistence of COVID-19 symptoms or exceptional symptoms following recovery. Even without conferring fatality, it represents a significant global public health burden. Despite many reports on long COVID, the prevalence and data on associated biological factors remain unclear and limited. This research aimed to determine the prevalence of long COVID during the two distinct epidemic periods in Thailand, due to the Delta and Omicron variants of SARS-CoV-2, and to investigate the biological factors associated with long COVID. In addition, the spike protein amino acid sequences of the Delta and Omicron variants were compared to determine the frequency of mutations and their potential biological implications.
Methods: A retrospective cross-sectional study was established to recruit confirmed COVID-19 participants at Maharat Nakhon Ratchasima Hospital who had recovered for at least three months and were infected between June 2021 and August 2022. The demographic data and long COVID experience were collected via telephone interview. The biological factors were analyzed through binary logistic regression. The datasets of the SARS-CoV-2 spike protein amino acid sequence of the Delta and Omicron variants in Thailand were retrieved from GIDSAID to determine mutation frequencies and to identify possible roles of the mutations based on published data.
Results: Data was collected from a total of 247 participants comprising 106 and 141 participants of the Delta and Omicron epidemic periods, respectively. Apart from the COVID-19 severity and health status, the baseline participant data of the two time periods were remarkably similar. The prevalence of long COVID observed in the Omicron period was higher than in the Delta period (74.5%vs. 66.0%). The biological factors associated with long COVID were epidemic variant, age, treatment with symptomatic medicines, and vaccination status. When the spike protein sequence data of the two variants were compared, it was observed that the Omicron variant exhibited a greater quantity of amino acid changes in its receptor-binding domain (RBD) and receptor-binding motif (RBM). The critical changes of the Omicron variant within these regions had a significant function in enhancing virus transmissibility and host immune response resistance.
Conclusion: This study revealed informative data associated with long COVID in Thailand. More attention should be given to long COVID caused by unique virus variants and other biological factors to prepare a healthcare management strategy for COVID-19 patients after recovery.
Keywords: Biological factors; COVID-19; Long COVID; SARS-CoV-2; Spike protein; Thailand.
©2024 Kiatratdasakul et al.
Conflict of interest statement
The authors declare there are no competing interests.
Figures





Similar articles
- Associations between clinical data, vaccination status, antibody responses, and post-COVID-19 symptoms in Thais infected with SARS-CoV-2 Delta and Omicron variants: a 1-year follow-up study.Khongsiri W, Poolchanuan P, Dulsuk A, Thippornchai N, Phunpang R, Runcharoen C, Boonprakob T, Hemtong O, Chowplijit S, Chuapaknam V, Siripoon T, Piyaphanee W, Luvira V, Rotejanaprasert C, Leaungwutiwong P, Chantratita W, Chantratita N, Kosoltanapiwat N.Khongsiri W, et al.BMC Infect Dis. 2024 Oct 7;24(1):1116. doi: 10.1186/s12879-024-09999-2.BMC Infect Dis. 2024.PMID:39375604Free PMC article.
- Omicron and Delta variant of SARS-CoV-2: A comparative computational study of spike protein.Kumar S, Thambiraja TS, Karuppanan K, Subramaniam G.Kumar S, et al.J Med Virol. 2022 Apr;94(4):1641-1649. doi: 10.1002/jmv.27526. Epub 2021 Dec 27.J Med Virol. 2022.PMID:34914115
- Dynamics of Different Classes and Subclasses of Antibody Responses to Severe Acute Respiratory Syndrome Coronavirus 2 Variants after Coronavirus Disease 2019 and CoronaVac Vaccination in Thailand.Poolchanuan P, Matsee W, Sengyee S, Siripoon T, Dulsuk A, Phunpang R, Pisutsan P, Piyaphanee W, Luvira V, Chantratita N.Poolchanuan P, et al.mSphere. 2023 Feb 21;8(1):e0046522. doi: 10.1128/msphere.00465-22. Epub 2023 Jan 23.mSphere. 2023.PMID:36688637Free PMC article.
- The Biological Functions and Clinical Significance of SARS-CoV-2 Variants of Corcern.Akkız H.Akkız H.Front Med (Lausanne). 2022 May 20;9:849217. doi: 10.3389/fmed.2022.849217. eCollection 2022.Front Med (Lausanne). 2022.PMID:35669924Free PMC article.Review.
- Structural impact of a new spike Y170W mutation detected in early emerging SARS-CoV-2 Omicron variants in France.Glenet M, Lebreil AL, N'Guyen Y, Meyer I, Baud S, Andreoletti L.Glenet M, et al.Virus Res. 2024 May;343:199354. doi: 10.1016/j.virusres.2024.199354. Epub 2024 Mar 16.Virus Res. 2024.PMID:38492859Free PMC article.Review.
References
- Bugatti A, Filippini F, Messali S, Giovanetti M, Ravelli C, Zani A, Ciccozzi M, Caruso A, Caccuri F. The D405N mutation in the spike protein of SARS-CoV-2 Omicron BA.5 inhibits spike/integrins interaction and viral infection of human lung microvascular endothelial cells. Viruses. 2023;15(2):332. doi: 10.3390/v15020332. - DOI - PMC - PubMed
Publication types
MeSH terms
Substances
Supplementary concepts
Related information
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous