American journal of kidney diseases : the official journal of the National Kidney Foundation · 2026
Association of Histological Features of Cortical and Medullary Peritubular Capillaries With Progressive CKD.
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Jagtap Jaidip M, Denic Aleksandar, Chen Yijiang, Schmitz Nikolas E J, Shaik Afsana A, Aperna Fnu, Kumar Mahesh, Fareeduddin Syed Khooshal, Mullan Aidan F, Erickson Bradley J, Sharma Vidit, Strauch Martin T, Janowczyk Andrew R, Boor Peter, Barisoni Laura, Rule Andrew D
Аннотация
RATIONALE & OBJECTIVE: Peritubular 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 DESIGN: Historical 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 m2 that was ≥5 mL/min/1.73 m2 lower than the postnephrectomy value.
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.
RESULTS: Progressive 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.
CONCLUSIONS: Reduction 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.
STUDY DESIGN: Historical 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 m2 that was ≥5 mL/min/1.73 m2 lower than the postnephrectomy value.
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.
RESULTS: Progressive 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.
CONCLUSIONS: Reduction 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.