Evidence map›Paper›PMID 36181996›Full record

Observational studyAmerican journal of kidney diseases : the official journal of the National Kidney Foundation2023

Anemia Prevalence, Type, and Associated Risks in a Cohort of 5.0 Million Insured Patients in the United States by Level of Kidney Function.

Danielle K Farrington, Yingying Sang, Morgan E Grams, Shoshana H Ballew, Stephan Dunning, Nikita Stempniewicz, Josef Coresh

Open access · greenAbstract readObservational Study
In one paragraph

Observational study in American journal of kidney diseases : the official journal of the National Kidney Foundation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
4.7field-weighted citation impact, top 4% 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

20 citing papers in PubMed, 31 citations in OpenAlex.

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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

7 authors at 3 institutions in 1 country.

Danielle K FarringtonDivision of Nephrology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland. Electronic address: dkfarrington4@gmail.com.
Yingying SangDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Morgan E GramsDivision of Nephrology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Shoshana H BallewDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Stephan DunningOptum Labs, Minnetonka, Minnesota.
Nikita StempniewiczAmerican Medical Group Association (AMGA), Alexandria, Virginia.
Josef CoreshDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Johns Hopkins University · USAmerican Medical Group Association · USOptum (United States) · US

Funding

Chronic Kidney Disease Prognosis Consortium (CKD-PC)R01DK100446 · NIDDK · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI JOSEF CORESH, Morgan Erika Grams · 2014 to 2026
$10.7M
RENAL DISEASE EPIDEMIOLOGY TRAINING GRANTT32DK007732 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI CREWS, DEIDRA CANDICE · 1995 to 2024
$7.7M
Medication Use and Adverse Events in CKDR01DK115534 · NIDDK · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Alexander R Chang, Morgan Erika Grams · 2018 to 2026
$5.7M
Prevention and Treatment of Cardiovascular Disease in Patients with Chronic Kidney Disease: Patient-Oriented Research and Mentoring - RenewalK24HL155861 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Morgan Erika Grams · 2021 to 2026
$732k
NHLBI NIH HHS K24 HL155861NIDDK NIH HHS R01 DK100446NIDDK NIH HHS R01 DK115534NIDDK NIH HHS T32 DK007732
6 · The paper itself

Abstract

RATIONALE &

objectiveAnemia is common in chronic kidney disease (CKD); although anemia is associated with adverse outcomes, the available treatments are not ideal. We characterized the burden, risk factors for, and risks associated with anemia by estimated glomerular filtration rate (eGFR) and hemoglobin level. STUDY

designCross-sectional and prospective cohort study. SETTING &

participantsOutpatient data from 5,004,957 individuals across 57 health care centers in the United States from 2016 to 2019, extracted from the Optum Labs Data Warehouse. EXPOSURE: Severity of anemia, presence of low iron test results, eGFR. OUTCOME: Incident kidney failure with replacement therapy, cardiovascular disease, coronary heart disease, stroke, heart failure, death. ANALYTICAL APPROACH: The prevalences of anemia, low iron test results, vitamin B

resultsThe mean age was 54 years, and 42% were male. Lower eGFR was very strongly associated with increased prevalence of anemia, even after adjustment. Although iron studies were checked infrequently in patients with anemia, low iron test results were highly prevalent in those tested: 60.4% and 81.3% of men and women, respectively. ESA use was uncommon, with a prevalence of use of<4%. Lower hemoglobin was independently associated with increased risk of incident kidney failure with replacement therapy, cardiovascular disease, coronary heart disease, stroke, heart failure, and death. LIMITATIONS: Reliance on ICD codes for medical diagnoses, death information obtained from claims data, observational study.

conclusionsSevere anemia was common and strongly associated with lower eGFR and multiple adverse outcomes. Low-iron test results were highly prevalent in those tested despite iron studies being checked infrequently. ESA use in nondialysis CKD patients was uncommon.

Indexed as

AnemiaHeart FailureHematinicsRenal Insufficiency, ChronicStrokeCross-Sectional StudiesFemaleHemoglobinsHumansIronKidneyMaleMiddle AgedPrevalenceProspective StudiesUnited StatesHematinicsHemoglobinsIronAdverse outcomesanemiachronic kidney disease (CKD)erythropoiesis-stimulating agent (ESA)erythropoietinestimated glomerular filtration rate (eGFR)ferritinhemoglobiniron deficiencykidney functionlow iron test resultstransferrin saturation (TSAT)

Identifiers

PMID36181996
PMCPMC9868077
OpenAlexW4297473110

What OpenQuestion holds

Textmetadata
LicenceTDM
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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.