{"title":"Non-Linear U-Shaped Trend Associations between HbA1c and All-Cause and Cardiovascular Mortality.","authors":"Fengquan Shi, Kaiqiang Xi","doi":"10.7754/Clin.Lab.2025.251013","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Several well-designed prospective studies have assessed the association between glycated hemoglobin (HbA1c) and mortality risk in both the general population and diabetic patients. However, the results have been inconsistent.</p><p><strong>Methods: </strong>We conducted a prospective study using data from NHANES 2003 - 2018, which included 38,072 adults. Cox proportional hazards regression and restricted cubic spline models were used to evaluate the linear and non-linear associations between HbA1c and both all-cause mortality and cause-specific mortality. To better detect non-linear relationships, we converted HbA1c from a continuous to a categorical variable. Kaplan-Meier survival cur-ves and subgroup analyses were also performed.</p><p><strong>Results: </strong>During an average follow-up period of 99.7 ± 53.6 months, 4,723 participants (12.4%) died. We observed a significant non-linear U-shaped association between baseline HbA1c levels and mortality. Compared with a moderate HbA1c level of 5.5%, the risk of all-cause and cause-specific mortality decreased for HbA1c values below 5.5%. However, mortality risk significantly increased for HbA1c levels above 5.5%. This indicates that individuals with either low or high HbA1c levels are at a higher risk of all-cause mortality. Additionally, we identified an L-shaped trend in cancer mortality.</p><p><strong>Conclusions: </strong>We demonstrated a U-shaped association between baseline HbA1c levels and all-cause mortality in the general population. Individuals with both low and high HbA1c levels are at a greater risk of all-cause mortality. Future clinical trials on diabetes management should consider the consequences of lower HbA1c levels, especially across different populations.</p>","PeriodicalId":10384,"journal":{"name":"Clinical laboratory","volume":"72 10","pages":"2211-2220"},"PeriodicalIF":0.7000,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical laboratory","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.7754/Clin.Lab.2025.251013","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MEDICAL LABORATORY TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Several well-designed prospective studies have assessed the association between glycated hemoglobin (HbA1c) and mortality risk in both the general population and diabetic patients. However, the results have been inconsistent.
Methods: We conducted a prospective study using data from NHANES 2003 - 2018, which included 38,072 adults. Cox proportional hazards regression and restricted cubic spline models were used to evaluate the linear and non-linear associations between HbA1c and both all-cause mortality and cause-specific mortality. To better detect non-linear relationships, we converted HbA1c from a continuous to a categorical variable. Kaplan-Meier survival cur-ves and subgroup analyses were also performed.
Results: During an average follow-up period of 99.7 ± 53.6 months, 4,723 participants (12.4%) died. We observed a significant non-linear U-shaped association between baseline HbA1c levels and mortality. Compared with a moderate HbA1c level of 5.5%, the risk of all-cause and cause-specific mortality decreased for HbA1c values below 5.5%. However, mortality risk significantly increased for HbA1c levels above 5.5%. This indicates that individuals with either low or high HbA1c levels are at a higher risk of all-cause mortality. Additionally, we identified an L-shaped trend in cancer mortality.
Conclusions: We demonstrated a U-shaped association between baseline HbA1c levels and all-cause mortality in the general population. Individuals with both low and high HbA1c levels are at a greater risk of all-cause mortality. Future clinical trials on diabetes management should consider the consequences of lower HbA1c levels, especially across different populations.
期刊介绍:
Clinical Laboratory is an international fully peer-reviewed journal covering all aspects of laboratory medicine and transfusion medicine. In addition to transfusion medicine topics Clinical Laboratory represents submissions concerning tissue transplantation and hematopoietic, cellular and gene therapies. The journal publishes original articles, review articles, posters, short reports, case studies and letters to the editor dealing with 1) the scientific background, implementation and diagnostic significance of laboratory methods employed in hospitals, blood banks and physicians'' offices and with 2) scientific, administrative and clinical aspects of transfusion medicine and 3) in addition to transfusion medicine topics Clinical Laboratory represents submissions concerning tissue transplantation and hematopoietic, cellular and gene therapies.