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Record W4397048009 · doi:10.1681/asn.20223311s1806b

Progression of Focal Segmental Glomerulosclerosis in Patients With High Risk APOL1 Genotypes: A CureGN Study

2022· article· en· W4397048009 on OpenAlexaff
Mahmoud Kallash, Yujie Wang, Abigail R. Smith, Howard Trachtman, Carla Nester, Rasheed Gbadegesin, Pietro A. Canetta, Chen Wang, Tracy E. Hunley, C. John Sperati, David T. Selewski, Isabelle Ayoub, Tarak Srivastava, Amy K. Mottl, Jeffrey B. Kopp, Virginie Royal, Debbie S. Gipson, Jason M. Kidd

Bibliographic record

VenueJournal of the American Society of Nephrology · 2022
Typearticle
Languageen
FieldMedicine
TopicRenal Diseases and Glomerulopathies
Canadian institutionsHôpital Maisonneuve-Rosemont
Fundersnot available
KeywordsFocal segmental glomerulosclerosisMedicineGlomerulosclerosisGenotypeInternal medicinePathologyKidneyBiologyProteinuriaGeneticsGene

Abstract

fetched live from OpenAlex

Background: Polymorphism in APOL1 is a risk factor for disease progression in FSGS. This study evaluated the association of APOL1 genotypes on kidney disease progression in patients with FSGS. Methods: Cure Glomerulonephropathy participants with a biopsy diagnosis of FSGS were included. Whole genome sequencing was performed with 150 bp paired end reads on Illumina NovaSeq 6000 instruments targeting 30X read depth. eGFR decline was categorized as ≤-5, 0 to -5, and >0ml/min/yr. Multivariable ordinal logistic regression was used to assess the association with APOL1 high-risk (HR, 2 risk alleles) vs low risk (LR, 0-1 risk alleles). Results: Of 650 participants, 13% were HR, 60% were LR (APOL1 status missing for 27%, Table). HR participants' biopsies showed more collapsing FSGS (p<0.001), greater interstitial inflammation (p<0.001) and interstitial fibrosis and tubular atrophy (p=0.02). The odds of rapid progression was 2.76 times higher in the HR group after adjustment. Proteinuria at biopsy was not associated with progression category, however, within the first year post-enrollment, higher nadir proteinuria (OR=1.09, p=0.02), need for multiple immunosuppressive agents (OR=1.35, p=0.001) and uncontrolled hypertension (OR=1.61, p=0.04) were associated with rapid progression.Table:: Demographic and clinical characteristics of subjects per APOL1 status.Conclusions: In addition to APOL1 genotype, degree of proteinuria reduction, use of multiple immunosuppressive agents and uncontrolled hypertension are additional risk factors for rapid progression of FSGS. A better understanding of the natural history of FSGS in the context of high risk APOL1 genotypes will improve patient care and inform the design of interventional studies.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.255
Teacher spread0.248 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the American Society of Nephrology→Same topicRenal Diseases and Glomerulopathies→French-language works237,207→