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NephrologyPhase I/II2 min read

Fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for earlier ADPKD detection

Quantitative T1/T2 texture features distinguished autosomal dominant polycystic kidney disease from controls independently of total kidney volume, cyst fraction, age, or body size, suggesting early tissue changes.

Published in Kidney InternationalEarly human trial
3/5 Observational
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Source

Real-World Observation

3/5

Small, cross-sectional, unmatched data require longitudinal validation of reproducibility, prognostic value, and clinical utility.

What Changes?

Nephrology · Phase I/II

Current Standard

Prior options had limited human trial validation for fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for, leaving dosing and safety benchmarks open.

New Finding

Kremer et al.'s pilot study used rapid breath-hold magnetic resonance fingerprinting with radiomics to evaluate noncystic renal parenchyma in children and young adults.

3 Key Takeaways

Plain English Summary
  1. 01Core Finding

    Delivered via fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for, this Phase I/II approach targets Glomerular filtration & renal tubular preservation.

  2. 02Study Evidence

    Tested in a early human trial at the Phase I/II stage.

  3. 03Practical Meaning

    Early-stage human studies — dosing, durability, and rare side effects still require Phase III confirmation.

What This Means for You

Small, cross-sectional, unmatched data require longitudinal validation of reproducibility, prognostic value, and clinical utility.

The Discovery

Autosomal dominant polycystic kidney disease risk stratification relies on total kidney volume, a validated marker of cyst burden and progression. Kremer et al.'s pilot study used rapid breath-hold magnetic resonance fingerprinting with radiomics to evaluate noncystic renal parenchyma in children and young adults. Quantitative T1/T2 texture features distinguished autosomal dominant polycystic kidney disease from controls independently of total kidney volume, cyst fraction, age, or body size, suggesting early tissue changes.

How It Works, Simply

This nephrology research focuses on glomerular filtration & renal tubular preservation. Researchers evaluated it using an early human trial at the Phase I/II stage of medical research.

3 Key Takeaways

Clinical Takeaways
  1. 01Core Finding

    Delivered via fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for, this Phase I/II approach targets Glomerular filtration & renal tubular preservation.

  2. 02Study Evidence

    Tested in a early human trial at the Phase I/II stage.

  3. 03Practical Meaning

    Early-stage human studies — dosing, durability, and rare side effects still require Phase III confirmation.

01

Biological Mechanism & Study Design

Study Design & Cohort

Early human trial

Early human trial · Phase I/II

Biological Pathway & Modality

Glomerular filtration & renal tubular preservation

Intervention: Fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for

02

Experimental Findings & Endpoints

Autosomal dominant polycystic kidney disease risk stratification relies on total kidney volume, a validated marker of cyst burden and progression.

Kremer et al.'s pilot study used rapid breath-hold magnetic resonance fingerprinting with radiomics to evaluate noncystic renal parenchyma in children and young adults. Quantitative T1/T2 texture features distinguished autosomal dominant polycystic kidney disease from controls independently of total kidney volume, cyst fraction, age, or body size, suggesting early tissue changes.

03

Clinical Translation & Practice Context

Small, cross-sectional, unmatched data require longitudinal validation of reproducibility, prognostic value, and clinical utility.

03

The Bottom Line · Clinical Pearl

“Small, cross-sectional, unmatched data require longitudinal validation of reproducibility, prognostic value, and clinical utility.”

Published in Kidney International · Current Stage: Phase I/II

Nephrology · Phase I/II
Study Type
Early human trial

Early human trial

Evidence Score
3/5 · Real-World Observation
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Who It Applies To
Early human trial cohort (Early human trial) — investigational
Intervention & Mechanism
Fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for

Glomerular filtration & renal tubular preservation

Key Limitation
Early-stage human studies — dosing, durability, and rare side effects still require Phase III confirmation.

Translational Stage

LEVEL 2 · Phase I/II

Classified as Early human trial along the clinical evidence continuum

  1. Lab & Discovery
  2. 2Phase I/IIActive
  3. 3Human Evidence
  4. 4Meta & Practice

Indexed Clinical Entities

Original Publication & AMA Citation

Fingerprinting the polycystic kidney: radiomics of the noncystic parenchyma for earlier ADPKD detection. Kidney International. Published 2026;Nov 15. Accessed November 15, 2026. https://pubmed.ncbi.nlm.nih.gov/42901686/

Kidney International

https://pubmed.ncbi.nlm.nih.gov/42901686/

Read Original Paper

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