Evidence map›Paper›PMID 41755798›Full record

SynthesisImmunity, inflammation and disease2026

Risk Factors of Disease Progression in IgA Nephropathy: A Systematic Review and Meta-Analysis.

Dan Xu, Minjie Zhang, Weiwei Liang, Lijiang Fang, Feifei Ge

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Immunity, inflammation and disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Dan XuDepartment of Medical Laboratory, Xian Yang Central Hospital, Xianyang, China.ORCID https://orcid.org/0009-0006-0835-8463
Minjie ZhangDepartment of Medical Laboratory, Xian Yang Central Hospital, Xianyang, China.ORCID https://orcid.org/0000-0002-7324-1097
Weiwei LiangDepartment of Medical Laboratory, The Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, China.ORCID https://orcid.org/0009-0004-7033-8215
Lijiang FangDepartment of Medical Laboratory, The Second Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, China.ORCID https://orcid.org/0009-0009-5294-6395
Feifei GeDepartment of Hemodialysis, Xian Yang Central Hospital, Xianyang, China.ORCID https://orcid.org/0009-0007-9517-2081

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveIgA nephropathy (IgAN) is an important cause of chronic renal failure, and nearly all patients with IgAN are at risk of developing to end-stage renal disease (ESRD) during their lifetime. This meta-analysis aimed to identify and evaluate risk factors associated with the progression of IgAN patients.

methodsPrimary studies investigating the risk factors for predicting the progression of IgAN were included in this review. A comprehensive literature search was conducted across multiple electronic databases, including the Chinese Biological Medicine Database (CBM), China National Knowledge Infrastructure (CNKI), Cochrane Library, PubMed, Embase, Web of Science, and WANFANG, up to May 30, 2025. Two independent reviewers screened the literature based on the predefined inclusion and exclusion criteria, extracted the relevant data from the original studies, and assessed the quality of the included studies using the Newcastle-Ottawa Scale (NOS). Meta-analysis was performed on at least two studies reporting on a specific outcome, with pooled effect sizes expressed as hazard ratios (HRs) and 95% confidence intervals (CIs). Statistical analysis, including meta-analysis, subgroup analysis and sensitivity analysis, was conducted using the R software. Publication bias was evaluated using Egger's test in Stata12.0.

resultsA total of 53 studies, comprising 25,517 patients with IgAN, were included in the final analysis. This meta-analysis identified 10 clinical risk factors significantly associated with IgAN progression, including mean arterial pressure (MAP) (HR = 1.02, 95% CI: 1.01-1.03), diastolic blood pressure (DBP) (HR = 1.03, 95% CI: 1.01-1.05), systolic blood pressure (SBP) (HR = 1.03, 95% CI: 1.01-1.05), serum creatinine (SCr) (HR = 1.04, 95% CI: 1.03-1.06), triglyceride (HR = 1.11, 95% CI: 1.02-1.21), 24-h urinary protein excretion (UPE) (HR = 1.15, 95% CI: 1.12-1.18), low-density lipoprotein cholesterol (LDL-C) (HR = 1.37, 95% CI: 1.18-1.59), male sex (vs. female) (HR = 1.73, 95% CI: 1.16-2.59), complement C4 (C4) (HR = 1.81, 95% CI: 1.06-3.09), and hypertension (HR = 2.53, 95% CI: 1.92-3.33). The pathological features significantly predictive of IgAN progression including crescents (C1/C2) (vs. C0) (HR = 1.57, 95% CI: 1.24-1.99), C2 (vs. C0) (HR = 2.87, 95% CI: 1.65-5.01), endocapillary hypercellularity (E1) (vs. E0) (HR = 1.17, 95% CI: 1.02-1.35), segmental glomerulosclerosis (S1) (vs. S0) (HR = 2.23, 95% CI: 1.78-2.79), and tubular atrophy (T1/T2) (vs. T0) (HR = 5.12, 95% CI: 3.56-7.36), when analyzed individually, T1 (vs. T0) showed an HR = 4.59 (95% CI: 3.24-6.51), and T2 (vs. T0) showed an HR = 16.40 (95% CI: 9.65-27.87). In contrast, C1 (vs. C0) (HR = 1.41, 95% CI: 0.81-2.45) was not significantly associated with progression risk. Protective factors against lgAN progression included higher level of albumin (Alb) (HR = 0.95, 95% CI: 0.93-0.98), estimated glomerular filtration rate (eGFR) (HR = 0.96, 95% CI: 0.95-0.97), hemoglobin (Hb) (HR = 0.98, 95% CI: 0.97-0.99), complement C3 (C3) (HR = 0.97, 95% CI: 0.95-0.99). Additionally, female sex was associated with a lower risk of disease progression, with HR = 0.69 (95% CI: 0.57-0.84) and when compared directly with male HR = 0.55 (95% CI: 0.45-0.67).

conclusionThis meta-analysis indicates that MAP, DBP, SBP, SCr, triglyceride, 24-h UPE, LDL-C, male sex (vs. female), C4, hypertension, C-lesions, M-lesions, S-lesions, and T-lesions in Oxford classification are significantly associated with an increased risk of IgAN progression. In contrast, higher levels of Alb, eGFR, Hb, C3, as well as female sex (both as an independent variable and compared with males), are identified as protective factors in patients with IgAN.

Indexed as

Glomerulonephritis, IGAKidney Failure, ChronicDisease ProgressionFemaleHumansRisk Factorsend‐stage renal diseaseIgA nephropathykidney disease progressionmeta‐analysisrisk factorsthe Oxford classification

Identifiers

PMID41755798
PMCPMC12946928

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.