Evidence map›Paper›PMID 41066167›Full record

ArticleJournal of the American Society of Nephrology : JASN2026

Computational Characterization of Lymphocyte Topology on Whole Slide Images of Glomerular Diseases.

Xiang Li, Manav Shah, Qian Liu, Jin Zhou, Gina Sotolongo, Jeffrey B Hodgin, Laura Mariani, Lawrence Holzman, Andrew R Janowczyk, Jarcy Zee and 2 more

Abstract read
In one paragraph

Article in Journal of the American Society of Nephrology : JASN, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Computational Lymphocyte Topology: A Roadmap to Mechanism and Clinical Translation?Journal of the American Society of Nephrology : JASN · 2026
    Article
  2. Article
  3. Artificial Intelligence for Diagnostic Pathology in Nephrology.Journal of the American Society of Nephrology : JASN · 2026
    Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Xiang LiDepartment of Electrical and Computer Engineering, Duke University, Durham, North Carolina.ORCID 0000-0002-8258-9589
Manav ShahDepartment of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia.ORCID 0000-0002-0312-4936
Qian LiuDepartment of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0003-4180-4809
Jin ZhouDepartment of Electrical and Computer Engineering, Duke University, Durham, North Carolina.ORCID 0000-0002-7980-7952
Gina SotolongoDivision of AI and Computational Pathology, Department of Pathology, Duke University, Durham, North Carolina.ORCID 0000-0003-0530-6335
Jeffrey B HodginDepartment of Pathology, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-0534-3048
Laura MarianiDivision of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-6055-764
Lawrence HolzmanRenal-Electrolyte and Hypertension Division, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
Andrew R JanowczykDepartment of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia.
Jarcy ZeeDepartment of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania.ORCID 0000-0003-0586-1160
Kyle J LafataDepartment of Electrical and Computer Engineering, Duke University, Durham, North Carolina.
Laura BarisoniDivision of AI and Computational Pathology, Department of Pathology, Duke University, Durham, North Carolina.ORCID 0000-0003-0848-9683

Funding

The Impact of COVID-19 on People Living with Rare Diseases and Their FamiliesU2CTR002818 · NCATS · CINCINNATI CHILDRENS HOSP MED CTR · PI Maurizio Macaluso, Michael Wagner · 2019 to 2026
$51.2M
Training Program in Clinical & Translationa Research in Human Glomerular DiseaseU54DK083912 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI KRETZLER, MATTHIAS · 2009 to 2023
$20.3M
CureGNU24DK100845 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CRYSTAL A. GADEGBEKU, Laura H Mariani · 2019 to 2026
$12.1M
Targeting the B Cell Response to Treat Antibody-Mediated RejectionU01AI163065 · NIAID · DUKE UNIVERSITY · PI Stuart Johnston Knechtle · 2021 to 2026
$11.8M
The Columbia PCC for CureGN: the Cure Glomerulonephropathy networkU01DK100876 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Andrew Stephen Bomback, ALI G GHARAVI · 2019 to 2026
$8.5M
CureGN-Penn PCCU01DK100846 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI LAWRENCE B. HOLZMAN · 2019 to 2026
$8.3M
CUREGN 3.0 - Pediatric Nephrology Consortium - PCCU01DK100866 · NIDDK · RESEARCH INST NATIONWIDE CHILDREN'S HOSP · PI Laurence A Greenbaum, Jon Klein · 2019 to 2026
$7.7M
CureGN-3: UNCPCCU01DK100867 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Vimal Kumar Derebail, Ronald J Falk · 2019 to 2026
$6.7M
GDPrimeUM1DK100845 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GIPSON, DEBBIE S, KRETZLER, MATTHIAS · 2013 to 2018
$6.4M
Primary Outcomes in Glomerulonephritis Study (PROGRESS)UM1DK100846 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI HOLZMAN, LAWRENCE B. · 2013 to 2018
$5.8M
Integrative Proteomics & Metabolomics for Pediatric Glomerula Disease BiomarkersUM1DK100866 · NIDDK · RESEARCH INST NATIONWIDE CHILDREN'S HOSP · PI GREENBAUM, LAURENCE A, SMOYER, WILLIAM E · 2013 to 2018
$5.5M
Advancing Clinical Research in Primary Glomerular Diseases (UM1)UM1DK100876 · NIDDK · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GHARAVI, ALI G · 2013 to 2018
$4.8M
National Institute of Allergy and Infectious Diseases 5U01AI163065NCATS NIH HHS U2C TR002818NCI NIH HHS R01 CA289261NCI NIH HHS R01CA289261NIAID NIH HHS U01 AI163065NIDDK NIH HHS 2R01DK118431-04NIDDK NIH HHS R01 DK118431NIDDK NIH HHS U01 DK100846NIDDK NIH HHS U01 DK100866NIDDK NIH HHS U01 DK100867NIDDK NIH HHS U01 DK100876NIDDK NIH HHS U24 DK100845NIDDK NIH HHS U54 DK083912NIDDK NIH HHS UM1 DK100845NIDDK NIH HHS UM1 DK100846NIDDK NIH HHS UM1 DK100866NIDDK NIH HHS UM1 DK100867NIDDK NIH HHS UM1 DK100876NLM NIH HHS R01 LM013864US National Library of Medicine R01LM013864
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

glomerular diseaseimagingkidney biopsypathology

Identifiers

PMID41066167
PMCPMC12935365

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.