Evidence map›Paper›PMID 42192533›Full record

ArticleBMC endocrine disorders2026

Association between serum carbohydrate antigen 199 levels and diabetic kidney disease in patients with type 2 diabetes: a retrospective cross-sectional study from Northwest China.

Tong Yao, Li Tao, Lun Huang, Jian Yin, Naichuan Chen, Yan Zhang, Yangyang Gong, Jianhong Zhu, YanPing Zhang

Abstract read
In one paragraph

Article in BMC endocrine disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Tong YaoDepartment of Pharmacy, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Li TaoDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Lun HuangDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Jian YinDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Naichuan ChenDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Yan ZhangDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Yangyang GongDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Jianhong ZhuDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
YanPing ZhangDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China. xiziyangzhang@163.com.

Funding

Constructing the Pathogenic Mechanism Model of Keshan Disease Based on Comprehensive Internal and External Environmental Factors 2024SF-YBXM-024
6 · The paper itself

Abstract

backgroundCarbohydrate antigen 199 (CA199) is a well-established glycoprotein biomarker traditionally utilized for the diagnosis and prognosis of pancreatic and gastrointestinal malignancies. Recent research has demonstrated a significant association between CA199 and benign metabolic disorders, with notably elevated serum CA199 levels detected in individuals with type 2 diabetes mellitus (T2DM). Diabetic kidney disease (DKD) represents a severe microvascular complication of T2DM, with its prevalence in Northwest China being substantially higher than in other regions of the country. Nonetheless, the relationship between serum CA199 levels and DKD in T2DM patients remains contentious, and there is limited research specifically focusing on this specific regional population. This study aims to examine the association between serum CA199 levels and the prevalence of DKD in hospitalized T2DM patients in Northwest China.

methodsA retrospective cross-sectional analysis was conducted on the clinical data of 647 patients diagnosed with T2DM who were admitted to the Department of Endocrinology at the Second Affiliated Hospital of Xi'an Jiaotong University between January 2022 and May 2024. DKD was operationally defined by a urinary albumin-to-creatinine ratio (ACR) exceeding 30 mg/g or an estimated glomerular filtration rate (eGFR) below 60 mL/(min·1.73 m²). To investigate the association between serum CA199 levels and DKD, multivariable logistic regression models were employed, incorporating CA199 both as a continuous variable (per one standard deviation increase) and as a categorical variable stratified by quartiles. Additionally, restricted cubic spline (RCS) analysis was conducted to assess the dose-response relationship. The incremental predictive value of CA199 beyond a baseline risk model was evaluated through the C-statistic, net reclassification improvement (NRI), and integrated discrimination improvement (IDI). Subgroup analyses with interaction tests were performed, and the Benjamini-Hochberg method was used to control the false discovery rate. Furthermore, sensitivity analyses were conducted to ascertain the robustness of the findings.

resultsLogistic regression analysis identified a significant positive association between CA199 levels and DKD among the 647 study participants (per SD increase: OR = 1.704, 95% CI: 1.37-2.12, P < 0.001). RCS analysis further corroborated a clear positive dose-response relationship. Stratification of CA199 into quartiles showed a progressive increase in DKD risk across quartiles (P for trend < 0.001); patients in the highest quartile had a 2.57-fold higher risk than those in the lowest quartile (OR = 2.57, 95% CI: 1.56-4.27, P < 0.001). Adding CA199 to a baseline risk model significantly improved predictive performance (C-statistic: 0.674 to 0.711; NRI = 0.115; IDI = 0.044; all P < 0.01). Subgroup analyses revealed significant interactions with drinking status and HbA1c level (P for interaction = 0.016 and 0.035, respectively), but no significant interactions with sex, age, smoking, or hypertension (all P > 0.05). Sensitivity analyses (trimming 5% extremes, log-transformation, multiple imputation) consistently confirmed the robustness of the association.

conclusionsThis cross-sectional study revealed a significant positive association between serum CA199 levels and DKD in adults with T2DM from Northwest China. Future prospective studies are needed to validate this finding. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Antigens, Tumor-Associated, CarbohydrateBiomarkersDiabetes Mellitus, Type 2Diabetic NephropathiesAgedChinaCross-Sectional StudiesFemaleFollow-Up StudiesGlomerular Filtration RateHumansMaleMiddle AgedPrevalencePrognosisRetrospective StudiesAntigens, Tumor-Associated, CarbohydrateBiomarkerscarbohydrate antigen 199, humanCarbohydrate Antigen 199Cross-sectional studyDiabetic kidney diseaseType 2 diabetes mellitus

Identifiers

PMID42192533
PMCPMC13419037

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.