Evidence map›Paper›PMID 25840504›Full record

ArticleThe Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation2015

Gene expression profiling to study racial differences after heart transplantation.

Kiran K Khush, Michael X Pham, Jeffrey J Teuteberg, Abdallah G Kfoury, Mario C Deng, Andrew Kao, Allen S Anderson, William G Cotts, Gregory A Ewald, David A Baran and 3 more

Open access · greenAbstract readMulticenter Study
In one paragraph

Article in The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
1.8field-weighted citation impact, top 15% 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

13 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. Unequal Hearts: Racial Disparities Persist in Heart Transplant Outcomes.Journal of the American Heart Association · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Circulating microRNAs in cellular and antibody-mediated heart transplant rejection.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2022
    Article
  9. Higher levels of allograft injury in black patients early after heart transplantation.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2022
    Article
  10. Evaluation of Racial and Ethnic Disparities in Cardiac Transplantation.Journal of the American Heart Association · 2021
    Article
  11. Article
  12. Article
  13. 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

13 authors at 10 institutions in 1 country.

Kiran K KhushStanford University School of Medicine, Stanford, California. Electronic address: kiran@stanford.edu.
Michael X PhamStanford University School of Medicine, Stanford, California.
Jeffrey J TeutebergHeart and Vascular Institute, University of Pittsburgh, Pittsburgh, Pennsylvania.
Abdallah G KfouryIntermountain Medical Center, Salt Lake City, Utah.
Mario C DengUniversity of California at Los Angeles Medical Center, Los Angeles, California.
Andrew KaoMid America Heart Institute, Saint Luke's Hospital, Kansas City, Missouri.
Allen S AndersonUniversity of Chicago Medical Center, Chicago, Illinois.
William G CottsNorthwestern University School of Medicine, Chicago, Illinois.
Gregory A EwaldWashington University School of Medicine, St. Louis, Missouri.
David A BaranNewark Beth Israel Medical Center, Newark, New Jersey.
David HillerCareDx Inc, Brisbane, California.
James YeeCareDx Inc, Brisbane, California.
Hannah A ValantineStanford University School of Medicine, Stanford, California.
Stanford University · USPAX Scientific (United States) · USIntermountain Medical Center · USLos Angeles Medical Center · USNewark Beth Israel Medical Center · USNorthwestern University · USSaint Luke's Hospital · USUniversity of Chicago Medical Center · USUniversity of Pittsburgh · USWashington University in St. Louis · US

Funding

Clinical and Genetic Evaluation of Donors for Cardiac TransplantationK23HL091143 · NHLBI · STANFORD UNIVERSITY · PI KHUSH, KIRAN KAUR · 2009 to 2013
$674k
NHLBI NIH HHS K23 HL091143
6 · The paper itself

Abstract

backgroundThe basis for increased mortality after heart transplantation in African Americans and other non-Caucasian racial groups is poorly defined. We hypothesized that increased risk of adverse events is driven by biologic factors. To test this hypothesis in the Invasive Monitoring Attenuation through Gene Expression (IMAGE) study, we determined whether the event rate of the primary outcome of acute rejection, graft dysfunction, death, or retransplantation varied by race as a function of calcineurin inhibitor (CNI) levels and gene expression profile (GEP) scores.

methodsWe determined the event rate of the primary outcome, comparing racial groups, stratified by time after transplant. Logistic regression was used to compute the relative risk across racial groups, and linear modeling was used to measure the dependence of CNI levels and GEP score on race.

resultsIn 580 patients monitored for a median of 19 months, the incidence of the primary end point was 18.3% in African Americans, 22.2% in other non-Caucasians, and 8.5% in Caucasians (p < 0.001). There were small but significant correlations of race and tacrolimus trough levels to the GEP score. Tacrolimus levels were similar among the races. Of patients receiving tacrolimus, other non-Caucasians had higher GEP scores than the other racial groups. African American recipients demonstrated a unique decrease in expression of the FLT3 gene in response to higher tacrolimus levels.

conclusionsAfrican Americans and other non-Caucasian heart transplant recipients were 2.5-times to 3-times more likely than Caucasians to experience outcome events in the Invasive Monitoring Attenuation through Gene Expression study. The increased risk of adverse outcomes may be partly due to the biology of the alloimmune response, which is less effectively inhibited at similar tacrolimus levels in minority racial groups.

Indexed as

Heart TransplantationRacial GroupsAdolescentAdultAgedFemaleGene Expression ProfilingGraft RejectionHeart FailureHumansIncidenceMaleMiddle AgedRetrospective StudiesSurvival RateUnited Statesacute rejectioncalcineurin inhibitorgene expression profile scoreheart transplantationmortalityrace

Identifiers

PMID25840504
PMCPMC4475410
OpenAlexW2084581318

What OpenQuestion holds

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LicenceCC BY-NC
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.