Evidence map›Paper›PMID 36265491›Full record

ArticleCell metabolism2022

Comprehensive single-cell transcriptional profiling defines shared and unique epithelial injury responses during kidney fibrosis.

Haikuo Li, Eryn E Dixon, Haojia Wu, Benjamin D Humphreys

Abstract read
In one paragraph

Article in Cell metabolism, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 145 papers.

0numbers the graph read from it
0cells of the map it votes in
145citing 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

145 citing papers in PubMed.

  1. Review
  2. Article
  3. Cell-Specific Roles of Angiopoietin-2 in CKD.Journal of the American Society of Nephrology : JASN · 2026
    Article
  4. Article
  5. T-Cell Remodeling in Renal Fibrosis: From Acute Injury to Chronic Kidney Disease.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. iScience · 2026
    Article
  16. Review
  17. Article
  18. Article
  19. Review
  20. Review

85 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Haikuo LiDivision of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA.
Eryn E DixonDivision of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA.
Haojia WuDivision of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA.
Benjamin D HumphreysDivision of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA; Department of Developmental Biology, Washington University in St. Louis, St. Louis, MO, USA. Electronic address: humphreysbd@wustl.edu.

Funding

RENAL DISEASET32DK007126 · NIDDK · WASHINGTON UNIVERSITY · PI HUMPHREYS, BENJAMIN D. · 1986 to 2022
$5.2M
Understanding Myofibroblast Progenitor Fate and Function in Renal FibrosisR01DK103740 · NIDDK · WASHINGTON UNIVERSITY · PI BENJAMIN D. HUMPHREYS · 2015 to 2026
$3.9M
Single-cell analysis to promote kidney repairUC2DK126024 · NIDDK · WASHINGTON UNIVERSITY · PI HUMPHREYS, BENJAMIN D., KIM, JUNHYONG · 2020 to 2024
$3.7M
NIDDK NIH HHS R01 DK103740NIDDK NIH HHS T32 DK007126NIDDK NIH HHS UC2 DK126024
6 · The paper itself

Abstract

The underlying cellular events driving kidney fibrogenesis and metabolic dysfunction are incompletely understood. Here, we employed single-cell combinatorial indexing RNA sequencing to analyze 24 mouse kidneys from two fibrosis models. We profiled 309,666 cells in one experiment, representing 50 cell types/states encompassing epithelial, endothelial, immune, and stromal populations. Single-cell analysis identified diverse injury states of the proximal tubule, including two distinct early-phase populations with dysregulated lipid and amino acid metabolism, respectively. Lipid metabolism was defective in the chronic phase but was transiently activated in the very early stages of ischemia-induced injury, where we discovered increased lipid deposition and increased fatty acid β-oxidation. Perilipin 2 was identified as a surface marker of intracellular lipid droplets, and its knockdown in vitro disrupted cell energy state maintenance during lipid accumulation. Surveying epithelial cells across nephron segments identified shared and unique injury responses. Stromal cells exhibited high heterogeneity and contributed to fibrogenesis by epithelial-stromal crosstalk.

Indexed as

KidneyLipolysisAnimalsFibrosisLipidsMiceLipidsacute kidney injurycell differentiationchronic kidney diseasefibrosiskidneylipid dropletlipid metabolismPLIN2single-cell combinatorial indexingtissue regeneration

Identifiers

PMID36265491
PMCPMC9742301

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Registered trials

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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.