Evidence map›Paper›PMID 36085050›Full record

ArticleGenome medicine2022

Single-cell transcriptomics reveals common epithelial response patterns in human acute kidney injury.

Christian Hinze, Christine Kocks, Janna Leiz, Nikos Karaiskos, Anastasiya Boltengagen, Shuang Cao, Christopher Mark Skopnik, Jan Klocke, Jan-Hendrik Hardenberg, Helena Stockmann and 16 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers.

0numbers the graph read from it
0cells of the map it votes in
77citing papers in PubMed
14.4field-weighted citation impact, top 1% of its field
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

77 citing papers in PubMed, 105 citations in OpenAlex.

  1. Trial
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  5. Review
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  7. Review
  8. Caveolin-1 Stabilizes SERCA2 to Counteract Acute Kidney Injury via Suppression of CaAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  9. Observational
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  11. Inhibition of (interstitial) P2YPflugers Archiv : European journal of physiology · 2026
    Article
  12. Article
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  20. Inhibition of (interstitial) P2YResearch square · 2026
    Article

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

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

26 authors at 5 institutions in 1 country.

Christian HinzeDepartment of Nephrology and Hypertension, Hannover Medical School, Hannover, Germany.ORCID 0000-0003-2526-1621
Christine KocksBerlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.ORCID 0000-0003-1749-3334
Janna LeizDepartment of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0002-6531-7047
Nikos KaraiskosBerlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.
Anastasiya BoltengagenBerlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.
Shuang CaoDepartment of Nephrology and Hypertension, Hannover Medical School, Hannover, Germany.
Christopher Mark SkopnikDepartment of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0002-6089-4769
Jan KlockeDepartment of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0002-7723-9234
Jan-Hendrik HardenbergDepartment of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0001-9548-2118
Helena StockmannDepartment of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0002-0934-7620
Inka GotthardtDepartment of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0001-6033-0093
Benedikt ObermayerCore Unit Bioinformatics, BIH/Charité/MDC, Berlin, Germany.ORCID 0000-0002-9116-630X
Laleh HaghverdiBerlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.
Emanuel WylerBerlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.
Markus LandthalerBerlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.ORCID 0000-0002-1075-8734
Sebastian BachmannInstitute for Functional Anatomy, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.
Andreas C HockeBerlin Institute of Health, Berlin, Germany.ORCID 0000-0002-6935-8612
Victor CormanInstitute of Virology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.
Jonas BuschDepartment of Urology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.
Wolfgang SchneiderDepartment of Pathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.
Nina HimmerkusInstitute of Physiology, Christian-Albrechts-Universität, Kiel, Germany.ORCID 0000-0002-2910-6728
Markus BleichInstitute of Physiology, Christian-Albrechts-Universität, Kiel, Germany.ORCID 0000-0002-1745-2295
Kai-Uwe Eckardt *Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0003-3823-0920
Philipp Enghard *Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Berlin, Germany.ORCID 0000-0002-7254-3931
Nikolaus Rajewsky *Berlin Institute for Medical Systems Biology, Max Delbrueck Center in the Helmholtz Association, Berlin, Germany.ORCID 0000-0002-4785-4332
Kai M Schmidt-Ott *Department of Nephrology and Hypertension, Hannover Medical School, Hannover, Germany. schmidt-ott.kai@mh-hannover.de.ORCID 0000-0002-7700-7142
Humboldt-Universität zu Berlin · DEMax Delbrück Center · DEChristian-Albrechts-Universität zu Kiel · DECharité - Universitätsmedizin Berlin · DEHelmholtz Association of German Research Centres · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAcute kidney injury (AKI) occurs frequently in critically ill patients and is associated with adverse outcomes. Cellular mechanisms underlying AKI and kidney cell responses to injury remain incompletely understood.

methodsWe performed single-nuclei transcriptomics, bulk transcriptomics, molecular imaging studies, and conventional histology on kidney tissues from 8 individuals with severe AKI (stage 2 or 3 according to Kidney Disease: Improving Global Outcomes (KDIGO) criteria). Specimens were obtained within 1-2 h after individuals had succumbed to critical illness associated with respiratory infections, with 4 of 8 individuals diagnosed with COVID-19. Control kidney tissues were obtained post-mortem or after nephrectomy from individuals without AKI.

resultsHigh-depth single cell-resolved gene expression data of human kidneys affected by AKI revealed enrichment of novel injury-associated cell states within the major cell types of the tubular epithelium, in particular in proximal tubules, thick ascending limbs, and distal convoluted tubules. Four distinct, hierarchically interconnected injured cell states were distinguishable and characterized by transcriptome patterns associated with oxidative stress, hypoxia, interferon response, and epithelial-to-mesenchymal transition, respectively. Transcriptome differences between individuals with AKI were driven primarily by the cell type-specific abundance of these four injury subtypes rather than by private molecular responses. AKI-associated changes in gene expression between individuals with and without COVID-19 were similar.

conclusionsThe study provides an extensive resource of the cell type-specific transcriptomic responses associated with critical illness-associated AKI in humans, highlighting recurrent disease-associated signatures and inter-individual heterogeneity. Personalized molecular disease assessment in human AKI may foster the development of tailored therapies.

Indexed as

Acute Kidney InjuryCOVID-19Critical IllnessHumansKidneyTranscriptomeAcute kidney injuryCritical illnessSingle-cell sequencing

Identifiers

PMID36085050
PMCPMC9462075
OpenAlexW4295135058

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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.