Evidence map›Paper›PMID 42471178›Full record

ArticleAmerican journal of kidney diseases : the official journal of the National Kidney Foundation2026

Association of Histological Features of Cortical and Medullary Peritubular Capillaries With Progressive CKD.

Jaidip M Jagtap, Aleksandar Denic, Yijiang Chen, Nikolas E J Schmitz, Afsana A Shaik, Fnu Aperna, Mahesh Kumar, Syed Khooshal Fareeduddin, Aidan F Mullan, Bradley J Erickson and 6 more

Abstract read
In one paragraph

Article in American journal of kidney diseases : the official journal of the National Kidney Foundation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Jaidip M JagtapDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota; Department of Radiology, Mayo Clinic, Rochester, Minnesota.
Aleksandar DenicDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota.
Yijiang ChenDepartment of Radiation Oncology, Stanford University, Stanford, California.
Nikolas E J SchmitzInstitute of Pathology, University Clinic Aachen, RWTH Aachen University, Aachen, Germany.
Afsana A ShaikDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota.
Fnu ApernaDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota.
Mahesh KumarDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota.
Syed Khooshal FareeduddinDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota.
Aidan F MullanDivision of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, Minnesota.
Bradley J EricksonDepartment of Radiology, Mayo Clinic, Rochester, Minnesota.
Vidit SharmaDepartment of Urology, Mayo Clinic, Rochester, Minnesota.
Martin T StrauchInstitute of Pathology, University Clinic Aachen, RWTH Aachen University, Aachen, Germany.
Andrew R JanowczykDepartment of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia; Department of Oncology, Division of Precision Oncology, Geneva University Hospitals, Geneva, Switzerland; Department of Diagnostics, Division of Clinical Pathology, Geneva University Hospitals, Geneva, Switzerland.
Peter BoorInstitute of Pathology, University Clinic Aachen, RWTH Aachen University, Aachen, Germany.
Laura BarisoniDepartment of Pathology, Division of AI and Computational Pathology, Duke University, Durham, North Carolina; Department of Medicine, Division of Nephrology, Duke University, Durham, North Carolina.
Andrew D RuleDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota. Electronic address: rule.andrew@mayo.edu.

Funding

The macro- and micro- anatomy and pathology of the aging kidneyR01DK090358 · NIDDK · MAYO CLINIC ROCHESTER · PI ANDREW David RULE · 2011 to 2026
$9.9M
Computational Pathology of Proteinuric DiseasesR01DK118431 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI BARISONI, LAURA MARIACHIARA, HODGIN, JEFFREY BENTON · 2018 to 2025
$3.6M
NIDDK NIH HHS R01 DK090358NIDDK NIH HHS R01 DK118431
6 · The paper itself

Abstract

RATIONALE &

objectivePeritubular capillary (PTC) rarefaction occurs in chronic kidney disease (CKD), but the independent association of PTC histological features with CKD progression is uncertain. This study assessed this relationship. STUDY

designHistorical cohort study. SETTING & POPULATION: Patients who underwent radical nephrectomy for a kidney tumor. EXPOSURE: PTC histological features including density, mean area, major axis length, and circularity were defined in the cortex (excluding regions of interstitial fibrosis and tubular atrophy [IFTA]) and medulla using previously developed deep learning models. OUTCOME: Progressive CKD was defined as the composite of dialysis, kidney transplantation, a sustained decline in estimated glomerular filtration rate (eGFR) of ≥30%, or a sustained eGFR <10 mL/min/1.73 m ANALYTICAL APPROACH: Cox proportional hazards analysis where follow-up was censored at death, cancer recurrence, or the last serum creatinine value adjusted for chronic histological changes (IFTA, glomerulosclerosis, arteriosclerosis, and arteriolar hyalinosis) and the CKD risk factors of age, sex, body mass index, hypertension, diabetes, eGFR, and proteinuria.

resultsProgressive CKD was experienced by 94 patients (6.1%) of 1,553 followed for a median of 4.3 years. A mean of 28,055 PTCs and 332 glomeruli were detected in each wedge section. In cortical and medullary tissue, a lower density of PTCs and PTCs that were more circular and less elongated were associated with progressive CKD in analyses adjusted for kidney function and CKD risk factors. After additional adjustment for chronic histological changes, only cortical PTCs that were more circular and less elongated were associated with progressive CKD. LIMITATIONS: Study limited to patients who underwent a radical nephrectomy for a tumor.

conclusionsReduction and simplification of the microvasculature in nonscarred regions of cortex and medulla are associated with progressive CKD. PLAIN-LANGUAGE SUMMARY: Peritubular capillaries support oxygen transport, nutrient exchange, and waste elimination by the renal tubules in the kidney. Using artificial intelligence and image processing tools, we characterized the size, shape, and density of these capillaries in sections of human kidneys removed from patients with a kidney tumor. The study found that in the nonscarred regions of kidney tissue, lower density and rounder capillaries in the space between tubules were associated with a subsequent loss of kidney function.

Indexed as

Chronic kidney diseasedeep learningkidney histologykidney wedge sectionmorphologyperitubular capillariesradical nephrectomy

Identifiers

PMID42471178
PMCPMC13660368

What OpenQuestion holds

Textmetadata
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.