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Background: Protein biomarkers may contribute to the identification of vulnerable subgroups for premature mortality. This study aimed to investigate the association of plasma proteins with all-cause and cause-specific mortality among individuals with and without baseline type 2 diabetes (T2D) and evaluate their impact on the prediction of all-cause mortality in two prospective Cooperative Health Research in the Region of Augsburg (KORA) studies.
Methods: The discovery cohort comprised 1545 participants (median follow-up 15.6 years; 244 with T2D: 116 total, 62 cardiovascular, 31 cancer-related and 23 other-cause deaths; 1301 without T2D: 321 total, 114 cardiovascular, 120 cancer-related and 87 other-cause deaths). The validation cohort comprised 1031 participants (median follow-up 6.9 years; 203 with T2D: 76 total, 45 cardiovascular, 19 cancer-related and 12 other-cause deaths; 828 without T2D: 169 total, 74 cardiovascular, 39 cancer-related and 56 other-cause deaths). We used Cox regression to examine associations of 233 plasma proteins with all-cause and cause-specific mortality and Lasso regression to construct prediction models for all-cause mortality stratifying by baseline T2D. C-index, category-free net reclassification index (cfNRI), and integrated discrimination improvement (IDI) were conducted to evaluate the predictive performance of built prediction models.
Results: Thirty-five and 62 proteins, with 29 overlapping, were positively associated with all-cause mortality in the group with and without T2D, respectively. Out of these, in the group with T2D, 35, eight, and 26 were positively associated with cardiovascular, cancer-related, and other-cause mortality, while in the group without T2D, 55, 41, and 47 were positively associated with respective cause-specific outcomes in the pooled analysis of both cohorts. Regulation of insulin-like growth factor (IGF) transport and uptake by IGF-binding proteins emerged as a unique pathway enriched for all-cause and cardiovascular mortality in individuals with T2D. The combined model containing the selected proteins (five and 12 proteins, with four overlapping, in the group with and without T2D, respectively) and clinical risk factors improved the prediction of all-cause mortality by C-index, cfNRI, and IDI.
Conclusions: This study uncovered shared and unique mortality-related proteins in persons with and without T2D and emphasized the role of proteins in improving the prediction of mortality in different T2D subgroups.
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http://dx.doi.org/10.1186/s12916-024-03636-0 | DOI Listing |
Lancet Reg Health Eur
September 2025
Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Denmark.
Background: Mental disorders are associated with elevated cause-specific mortality rates; however, the role of socioeconomic position (SEP) on these associations remains unclear. We aimed to examine cause-specific mortality associated with diverse mental disorders by SEP, on both relative and absolute scales.
Methods: This cohort study included all residents of Denmark on January 1, 2000, and followed them until December 31, 2020.
BMC Gastroenterol
July 2025
Chongqing Traditional Chinese Medicine Hospital, 400021, Chongqing, China.
Background: Cardiometabolic Index (CMI) is positively correlated with liver fibrosis in patients with Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD), but its association with mortality risk in MASLD patients remains unclear.
Methods: This study utilized data from NHANES III and linked it with the mortality database up to December 31, 2019. Cox regression analysis was used to examine the relationship between CMI and mortality rates.
Transl Cancer Res
June 2025
Department of Interventional Therapy, Shenzhen Second People's Hospital, The First Affiliated Hospital of Shenzhen University, Shenzhen, China.
Background: Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality globally. While surgical resection (SR) is the gold standard for early-stage HCC, radiofrequency ablation (RFA) serves as an alternative for patients unfit for surgery. The relative efficacy of SR versus RFA for solitary tumors ≤5 cm remains a topic of debate.
View Article and Find Full Text PDFAnn Epidemiol
May 2025
Department of Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, 227 South Chongqing Rd, Shanghai 200025, China. Electronic address:
Purpose: We investigated the association between birthweight and all-cause and cause-specific premature mortality, and evaluated the effect modification by lifestyle factors.
Methods: This prospective cohort study used data of participants aged 39-71 years from the UK Biobank in 2006-2010 and followed up till the end of 2022. Birthweight was classified into < 1.
BMC Med
September 2024
Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.
Background: Protein biomarkers may contribute to the identification of vulnerable subgroups for premature mortality. This study aimed to investigate the association of plasma proteins with all-cause and cause-specific mortality among individuals with and without baseline type 2 diabetes (T2D) and evaluate their impact on the prediction of all-cause mortality in two prospective Cooperative Health Research in the Region of Augsburg (KORA) studies.
Methods: The discovery cohort comprised 1545 participants (median follow-up 15.