Evidence map›Paper›PMID 36282503›Full record

ArticleJAMA network open2022

Assessment of Cystatin C Level for Risk Stratification in Adults With Chronic Kidney Disease.

Jennifer S Lees, Elaine Rutherford, Kathryn I Stevens, Debbie C Chen, Rebecca Scherzer, Michelle M Estrella, Michael K Sullivan, Natalie Ebert, Patrick B Mark, Michael G Shlipak

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
7.1field-weighted citation impact, top 2% 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

33 citing papers in PubMed, 51 citations in OpenAlex.

  1. Article
  2. The kidney failure risk equation in people with CKD and multimorbidity: the effect of competing mortality risks.Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2026
    Observational
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Observational
  9. Article
  10. Article
  11. Frailty in Adults with CKD and Validation of the Kidney Failure Risk Equation in Frailty Subgroups.Clinical journal of the American Society of Nephrology : CJASN · 2025
    Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Article
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

10 authors at 5 institutions in 3 countries.

Jennifer S LeesSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
Elaine RutherfordSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
Kathryn I StevensSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
Debbie C ChenKidney Health Research Collaborative, Department of Medicine, University of California San Francisco and San Francisco VA Health Care System, San Francisco.
Rebecca ScherzerKidney Health Research Collaborative, Department of Medicine, University of California San Francisco and San Francisco VA Health Care System, San Francisco.
Michelle M EstrellaKidney Health Research Collaborative, Department of Medicine, University of California San Francisco and San Francisco VA Health Care System, San Francisco.
Michael K SullivanSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
Natalie EbertInstitute of Public Health, Charité University Hospital, Berlin, Germany.
Patrick B MarkSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
Michael G ShlipakKidney Health Research Collaborative, Department of Medicine, University of California San Francisco and San Francisco VA Health Care System, San Francisco.
Queen Elizabeth University Hospital · GBSan Francisco VA Health Care System · USCharité - Universitätsmedizin Berlin · DENHS Dumfries and Galloway · GBUniversity of California, San Francisco · US

Funding

Chief Scientist Office PCL/20/10Medical Research Council MC_PC_17228Medical Research Council MC_QA137853Medical Research Council MR/V001671/1
6 · The paper itself

Abstract

Importance: Kidney function is usually estimated from serum creatinine level, whereas an alternative glomerular filtration marker (cystatin C level) associates more closely with future risk of cardiovascular disease (CVD) and mortality. Objectives: To evaluate whether testing concordance between estimated glomerular filtration rates based on cystatin C (eGFRcys) and creatinine (eGFRcr) levels would improve risk stratification for future outcomes and whether estimations differ by age. Design, Setting, and Participants: A prospective population-based cohort study (UK Biobank), with participants recruited between 2006-2010 with median follow-up of 11.5 (IQR, 10.8-12.2) years; data were collected until August 31, 2020. Participants had eGFRcr greater than or equal to 45 mL/min/1.73 m2, albuminuria (albumin <30 mg/g), and no preexisting CVD or kidney failure. Exposures: Chronic kidney disease status was categorized by concordance between eGFRcr and eGFRcys across the threshold for hronic kidney disease (CKD) diagnosis (60 mL/min/1.73 m2). Main Outcomes and Measures: Ten-year probabilities of CVD, mortality, and kidney failure were assessed according to CKD status. Multivariable-adjusted Cox proportional hazards models tested associations between CVD and mortality. Area under the receiving operating curve tested discrimination of eGFRcr and eGFRcys for CVD and mortality. The Net Reclassification Index assessed the usefulness of eGFRcr and eGFRcys for CVD risk stratification. Analyses were stratified by older (age 65-73 years) and younger (age <65 years) age. Results: There were 428 402 participants: median age was 57 (IQR, 50-63) years and 237 173 (55.4%) were women. Among 76 629 older participants, there were 9335 deaths and 5205 CVD events. Among 351 773 younger participants, there were 14 776 deaths and 9328 CVD events. The 10-year probability of kidney failure was less than 0.1%. Regardless of the eGFRcr, the 10-year probabilities of CVD and mortality were low when eGFRcys was greater than or equal to 60 mL/min/1.73 m2; conversely, with eGFRcys less than 60 mL/min/1.73 m2, 10-year risks were nearly doubled in older adults and more than doubled in younger adults. Use of eGFRcys better discriminated CVD and mortality risk than eGFRcr. Across a 7.5% 10-year risk threshold for CVD, eGFRcys improved case Net Reclassification Index by 0.7% (95% CI, 0.6%-0.8%) in older people and 0.7% (95% CI, 0.7%-0.8%) in younger people; eGFRcr did not add to CVD risk estimation. Conclusions and Relevance: The findings of this study suggest that eGFRcr 45 to 59 mL/min/1.73 m2 includes a proportion of individuals at low risk and fails to capture a substantial proportion of individuals at high-risk for CVD and mortality. The eGFRcys appears to be more sensitive and specific for CVD and mortality risks in mild CKD.

Indexed as

Cardiovascular DiseasesRenal Insufficiency, ChronicAgedAlbuminsCohort StudiesCreatinineCystatin CFemaleHumansMaleMiddle AgedProspective StudiesRisk AssessmentAlbuminsCreatinineCystatin C

Identifiers

PMID36282503
PMCPMC9597396
OpenAlexW4307208534

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.