Chunxing Tao, Liangjia Wei, Minn Thit Aung, Longyu Liao, Aidan Nong, Li Huang, Rongye Huang, Lijing Huang, Shuixia Wang, Xiaohuan Huang, Yanbing Yao, Li Ye, Hao Liang, Chuanyi Ning, Salma Gayed, Lijuan Bao, Bingyu Liang
{"title":"低水平病毒血症增加中国HIV感染者患糖尿病的风险:一项7年回顾性纵向队列研究","authors":"Chunxing Tao, Liangjia Wei, Minn Thit Aung, Longyu Liao, Aidan Nong, Li Huang, Rongye Huang, Lijing Huang, Shuixia Wang, Xiaohuan Huang, Yanbing Yao, Li Ye, Hao Liang, Chuanyi Ning, Salma Gayed, Lijuan Bao, Bingyu Liang","doi":"10.1186/s12916-025-04166-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>It is unclear whether low-level viremia (LV) during antiretroviral therapy (ART) increases the incidence of diabetes mellitus (DM). This study aims to assess the association between HIV viremia exposure during ART and DM using retrospective cohort data.</p><p><strong>Methods: </strong>People with HIV (PWH) who started ART in 2003 or later were identified from China's National Free ART Program database. Participants who had been on ART for ≥ 6 months without DM at enrollment were included in this study. Based on two consecutive viral load measurements after 6 months of ART, participants were categorized into three groups: viral suppression (VS), transient episode low-level viremia (blips), and persistent low-level viremia (LLV). Blips and LLV were collectively classified as the LV group. We analyzed the incidence of DM depending on viremia exposure using Cox proportional hazard models adjusted for age, sex, baseline viral load, CD4 count, ART initiation regimen, ART initiation period, and WHO HIV stage. Heterogeneous linear mixed models identified fasting blood glucose (FBG) trajectory patterns during the follow-up.</p><p><strong>Results: </strong>During 26,097 person-years of follow-up, we observed 1297 cases of DM in 8731 participants, with a median follow-up of 2.4 years (IQR: 1.2, 4.5). Two distinct FBG trajectories, labeled \"Stable\" and \"Rapid increase,\" were identified. The LLV group had a significantly higher proportion of participants in the \"Rapid increase\" trajectory (OR: 2.53, p < 0.001). Both the blips (cHR: 1.40, p < 0.001) and LLV (cHR: 1.74, p < 0.001) groups were associated with a higher incidence of DM compared to the VS group. After propensity score matching, the LV group showed a higher DM risk (aHR: 1.27, p = 0.012). When restricted to the 35-49 age group, the risk of DM was even higher in both the LLV (aHR: 2.03, p = 0.017) and blips (aHR: 1.36, p = 0.027) groups compared to the VS group.</p><p><strong>Conclusions: </strong>Low-level viremia (LV) substantially increased the risk of diabetes mellitus (DM) among PWH, particularly in middle-aged individuals. Monitoring viral load and FBG is crucial to prevent DM development and improve life expectancy among ART patients.</p>","PeriodicalId":9188,"journal":{"name":"BMC Medicine","volume":"23 1","pages":"350"},"PeriodicalIF":7.0000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12210907/pdf/","citationCount":"0","resultStr":"{\"title\":\"Low-level viremia increases the risk of diabetes mellitus in people with HIV in China: a 7-year retrospective longitudinal cohort study.\",\"authors\":\"Chunxing Tao, Liangjia Wei, Minn Thit Aung, Longyu Liao, Aidan Nong, Li Huang, Rongye Huang, Lijing Huang, Shuixia Wang, Xiaohuan Huang, Yanbing Yao, Li Ye, Hao Liang, Chuanyi Ning, Salma Gayed, Lijuan Bao, Bingyu Liang\",\"doi\":\"10.1186/s12916-025-04166-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>It is unclear whether low-level viremia (LV) during antiretroviral therapy (ART) increases the incidence of diabetes mellitus (DM). This study aims to assess the association between HIV viremia exposure during ART and DM using retrospective cohort data.</p><p><strong>Methods: </strong>People with HIV (PWH) who started ART in 2003 or later were identified from China's National Free ART Program database. Participants who had been on ART for ≥ 6 months without DM at enrollment were included in this study. Based on two consecutive viral load measurements after 6 months of ART, participants were categorized into three groups: viral suppression (VS), transient episode low-level viremia (blips), and persistent low-level viremia (LLV). Blips and LLV were collectively classified as the LV group. We analyzed the incidence of DM depending on viremia exposure using Cox proportional hazard models adjusted for age, sex, baseline viral load, CD4 count, ART initiation regimen, ART initiation period, and WHO HIV stage. Heterogeneous linear mixed models identified fasting blood glucose (FBG) trajectory patterns during the follow-up.</p><p><strong>Results: </strong>During 26,097 person-years of follow-up, we observed 1297 cases of DM in 8731 participants, with a median follow-up of 2.4 years (IQR: 1.2, 4.5). Two distinct FBG trajectories, labeled \\\"Stable\\\" and \\\"Rapid increase,\\\" were identified. The LLV group had a significantly higher proportion of participants in the \\\"Rapid increase\\\" trajectory (OR: 2.53, p < 0.001). Both the blips (cHR: 1.40, p < 0.001) and LLV (cHR: 1.74, p < 0.001) groups were associated with a higher incidence of DM compared to the VS group. After propensity score matching, the LV group showed a higher DM risk (aHR: 1.27, p = 0.012). When restricted to the 35-49 age group, the risk of DM was even higher in both the LLV (aHR: 2.03, p = 0.017) and blips (aHR: 1.36, p = 0.027) groups compared to the VS group.</p><p><strong>Conclusions: </strong>Low-level viremia (LV) substantially increased the risk of diabetes mellitus (DM) among PWH, particularly in middle-aged individuals. Monitoring viral load and FBG is crucial to prevent DM development and improve life expectancy among ART patients.</p>\",\"PeriodicalId\":9188,\"journal\":{\"name\":\"BMC Medicine\",\"volume\":\"23 1\",\"pages\":\"350\"},\"PeriodicalIF\":7.0000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12210907/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12916-025-04166-z\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12916-025-04166-z","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Low-level viremia increases the risk of diabetes mellitus in people with HIV in China: a 7-year retrospective longitudinal cohort study.
Background: It is unclear whether low-level viremia (LV) during antiretroviral therapy (ART) increases the incidence of diabetes mellitus (DM). This study aims to assess the association between HIV viremia exposure during ART and DM using retrospective cohort data.
Methods: People with HIV (PWH) who started ART in 2003 or later were identified from China's National Free ART Program database. Participants who had been on ART for ≥ 6 months without DM at enrollment were included in this study. Based on two consecutive viral load measurements after 6 months of ART, participants were categorized into three groups: viral suppression (VS), transient episode low-level viremia (blips), and persistent low-level viremia (LLV). Blips and LLV were collectively classified as the LV group. We analyzed the incidence of DM depending on viremia exposure using Cox proportional hazard models adjusted for age, sex, baseline viral load, CD4 count, ART initiation regimen, ART initiation period, and WHO HIV stage. Heterogeneous linear mixed models identified fasting blood glucose (FBG) trajectory patterns during the follow-up.
Results: During 26,097 person-years of follow-up, we observed 1297 cases of DM in 8731 participants, with a median follow-up of 2.4 years (IQR: 1.2, 4.5). Two distinct FBG trajectories, labeled "Stable" and "Rapid increase," were identified. The LLV group had a significantly higher proportion of participants in the "Rapid increase" trajectory (OR: 2.53, p < 0.001). Both the blips (cHR: 1.40, p < 0.001) and LLV (cHR: 1.74, p < 0.001) groups were associated with a higher incidence of DM compared to the VS group. After propensity score matching, the LV group showed a higher DM risk (aHR: 1.27, p = 0.012). When restricted to the 35-49 age group, the risk of DM was even higher in both the LLV (aHR: 2.03, p = 0.017) and blips (aHR: 1.36, p = 0.027) groups compared to the VS group.
Conclusions: Low-level viremia (LV) substantially increased the risk of diabetes mellitus (DM) among PWH, particularly in middle-aged individuals. Monitoring viral load and FBG is crucial to prevent DM development and improve life expectancy among ART patients.
期刊介绍:
BMC Medicine is an open access, transparent peer-reviewed general medical journal. It is the flagship journal of the BMC series and publishes outstanding and influential research in various areas including clinical practice, translational medicine, medical and health advances, public health, global health, policy, and general topics of interest to the biomedical and sociomedical professional communities. In addition to research articles, the journal also publishes stimulating debates, reviews, unique forum articles, and concise tutorials. All articles published in BMC Medicine are included in various databases such as Biological Abstracts, BIOSIS, CAS, Citebase, Current contents, DOAJ, Embase, MEDLINE, PubMed, Science Citation Index Expanded, OAIster, SCImago, Scopus, SOCOLAR, and Zetoc.