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Record W4411046507 · doi:10.1159/000546655

Clinical Outcomes in the Nephrotic Syndrome Study Network: Disease Burden and Treatment Patterns over Time

2025· article· en· W4411046507 on OpenAlexaboutno aff
Yelena Drexler, Ambarish M. Athavale, Abigail R. Smith, Qian Liu, Jarcy Zee, Laura H. Mariani, Richard Lafayette

Bibliographic record

VenueGlomerular Diseases · 2025
Typearticle
Languageen
FieldMedicine
TopicRenal Diseases and Glomerulopathies
Canadian institutionsnot available
FundersNational Center for Advancing Translational SciencesNational Institute of Neurological Disorders and StrokeNational Institutes of HealthRare Diseases Clinical Research NetworkAlport Syndrome FoundationNational Institute of Diabetes and Digestive and Kidney DiseasesNephcure Foundation
KeywordsNephrotic syndromeNeptuneDiseaseMedicineIntensive care medicineInternal medicineAstronomyPlanetPhysics

Abstract

fetched live from OpenAlex

Introduction: Among patients with proteinuric glomerular diseases, there is a paucity of high-quality evidence and substantial variation in practice patterns among nephrologists. Our objective was to describe the clinical presentation, treatment patterns, and outcomes of patients with biopsy-proven glomerular diseases in a contemporary, well-phenotyped, diverse cohort. Methods: The Nephrotic Syndrome Study Network (NEPTUNE) is a prospective observational cohort study of children and adults with proteinuric glomerular diseases enrolled at 23 centers in the USA and Canada since 2009. We included participants who underwent their first clinically indicated kidney biopsy demonstrating minimal change disease (MCD), focal segmental glomerulosclerosis (FSGS), or membranous nephropathy (MN). We described demographic and clinical characteristics at the time of biopsy and baseline visits. We analyzed treatment patterns for participants with and without immunosuppressive therapy (IST) use prior to biopsy. We described clinical outcomes including complete remission (CR) and proteinuria, stratified by IST use, at biopsy and up to 36 months' follow-up. Results: Among 507 NEPTUNE participants who underwent biopsy, 203 were classified as having FSGS, 193 as having MCD, and 111 as having MN. Corticosteroid exposure was high overall and highest among MCD patients. Substantial heterogeneity in treatment choices was evident, particularly among those initiating second-line therapy. The rate of kidney failure was highest, and CR rates were lowest, among patients with FSGS, who experienced ∼50% cumulative probability of first remission at 36 months after biopsy. At 36 months, 49.5% of all patients were not in CR; 19.3% were not in CR despite being on IST. Additionally, 20.2% of patients had proteinuria >1.5 g/g; among those on IST at their 36-month visit, 26.3% had UPCR >1.5 g/g. Conclusion: A substantial proportion of patients were not in remission and had persistent proteinuria despite being on IST 3 years after their first biopsy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.873

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.322
Teacher spread0.307 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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