KiGEP: a quantitative algorithm for calculating human kidney similarity and nephrotoxicity in human kidney organoids

Kidney organoids (KOs) are being actively developed and used as models for evaluating nephrotoxicity, which is an important process during drug development. To evaluate human pluripotent stem cell-derived KOs, various lineage markers have been used to confirm KO differentiation via quantitative real-time-PCR and western blotting. However, as these are qualitative evaluations, there are currently limitations in evaluating how similar differentiated KOs are to actual human kidneys. Thus, in this study, we utilized RNA-sequencing (21 organs; n = 7361) derived from the GTEx database to create a transcriptome-based kidney-specific gene expression panel (KiGEP) and developed a quantitative calculation algorithm (the KiGEP algorithm) to assess the similarity between human pluripotent stem cell-derived KOs and human kidneys. Thus, the KiGEP algorithm allows quantitative quality assessments of KOs, providing important information for the development of high-quality KOs for drug development and regenerative medicine applications.

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Publication Details

Journal
Experimental & Molecular Medicine
Published
2026-08-03
DOI
https://doi.org/10.1038/s12276-026-01785-1
Primary Topic
Renal and related cancers
Type
article
Field-Weighted Citation Impact
0.00

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article

KiGEP: a quantitative algorithm for calculating human kidney similarity and nephrotoxicity in human kidney organoids

Dae Hun Kim, Mi‐Young Son, Dae‐Soo Kim, Jung Hwa Lim et al.
Experimental & Molecular Medicine
Renal and related cancers
article

KiGEP: a quantitative algorithm for calculating human kidney similarity and nephrotoxicity in human kidney organoids

Dae Hun Kim, Mi‐Young Son, Dae‐Soo Kim, Jung Hwa Lim, Hyun‐Soo Cho, Cho‐Rok Jung, Jung-Hwa Oh, Kunhyang Park, Hyun Mi Kang, Sugi Lee
article en

Abstract

Kidney organoids (KOs) are being actively developed and used as models for evaluating nephrotoxicity, which is an important process during drug development. To evaluate human pluripotent stem cell-derived KOs, various lineage markers have been used to confirm KO differentiation via quantitative real-time-PCR and western blotting. However, as these are qualitative evaluations, there are currently limitations in evaluating how similar differentiated KOs are to actual human kidneys. Thus, in this study, we utilized RNA-sequencing (21 organs; n = 7361) derived from the GTEx database to create a transcriptome-based kidney-specific gene expression panel (KiGEP) and developed a quantitative calculation algorithm (the KiGEP algorithm) to assess the similarity between human pluripotent stem cell-derived KOs and human kidneys. Thus, the KiGEP algorithm allows quantitative quality assessments of KOs, providing important information for the development of high-quality KOs for drug development and regenerative medicine applications.

Experimental & Molecular Medicine
Kyungpook National University (KR), Korea Institute of Toxicology (KR), Korea Research Institute of Bioscience and Biotechnology (KR), Sungkyunkwan University (KR), Korea University of Science and Technology (KR)
National Research Foundation, Korea Research Institute of Bioscience and Biotechnology, National Research Foundation of Korea
Good health and well-being
Openalex Percentile: Top 16%
Renal and related cancers
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