Evidence map›Paper›PMID 41222790›Full record

SynthesisAdvances in therapy2026

Early Change in Proteinuria as a Surrogate Endpoint in Studies of IgA Nephropathy: An Updated Patient-Level Meta-analysis and Discussion of Appropriate Methodology.

Nicolas Maillard, Khalil El Karoui, Alex Mercer, Barnaby Hunt, Kevin J Carroll

Abstract readMeta-Analysis
In one paragraph

Synthesis in Advances in therapy, 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. Review
  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.

Nicolas MaillardDepartment of Nephrology, Dialysis, Transplantation, CHU de Saint-Etienne, Saint-Etienne, France.
Khalil El KarouiDepartment of Nephrology, Sorbonne University, APHP, CHU Hôpital Tenon, Paris, France.
Alex MercerJAMCO Pharma Consulting, Stockholm, Sweden.
Barnaby HuntOssian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland. hunt@ossianconsulting.com.ORCID 0000-0001-5420-279X
Kevin J CarrollKJC Statistics Ireland, Dublin, Ireland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionImmunoglobulin A (IgA) nephropathy is a rare renal condition associated with a high risk of kidney failure. However, conducting phase 3 clinical trials with kidney failure as a primary endpoint is generally not feasible because of sample size and protracted follow-up requirements. Hence, surrogate outcomes are necessary when assessing new treatments in randomized controlled trials. Previous meta-analyses have assessed the validity of early change in proteinuria as a surrogate endpoint, and the present research updates the analysis with additional patient-level data.

methodsThe same methodology as two previously published individual patient-level meta-analyses was used, with additional data from the PROTECT study included. Early change in proteinuria was defined as change from baseline at 9 months, and the clinical endpoint was defined as the composite of doubling of serum creatinine level, kidney failure or death. The association of treatment effects was ascertained using individual patient data via a Bayesian mixed-effect regression model to relate treatment effects on the clinical outcome to treatment effects on proteinuria with study as the unit of analysis.

resultsThe updated individual patient-level meta-analysis including data from PROTECT resulted in an overall slope of 1.03 (95% Bayesian credible interval - 0.40 to 2.34) between treatment effects on early change in proteinuria versus longer-term treatment effects on the clinical outcome, with an R

conclusionsThe FDA and EMA have accepted proteinuria as a valid surrogate outcome for use in clinical trials of new interventions for the treatment of IgA nephropathy, and the present analysis provides further indications that interventions that reduce proteinuria in a short-term trial are likely to improve kidney outcomes over the long term.

Indexed as

Glomerulonephritis, IGAProteinuriaBayes TheoremBiomarkersCreatinineHumansRandomized Controlled Trials as TopicTreatment OutcomeBiomarkersCreatinineIgA nephropathyKidney failureMeta-analysisPrognostic markerProteinuria

Identifiers

PMID41222790
PMCPMC12858593

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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 OpenQuestion graph.