Evidence map›Paper›PMID 19812666›Full record

ReviewNature2009

Finding the missing heritability of complex diseases.

Teri A Manolio, Francis S Collins, Nancy J Cox, David B Goldstein, Lucia A Hindorff, David J Hunter, Mark I McCarthy, Erin M Ramos, Lon R Cardon, Aravinda Chakravarti and 17 more

Abstract readReview
In one paragraph

Review in Nature, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4,391 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4,391citing papers in PubMed, 5 pooled it
–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

4,391 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Guideline
  4. Pooled it
  5. Association of Mutations in theInternational journal of molecular sciences · 2026
    Pooled it
  6. Review
  7. Review
  8. Review
  9. Association ofInternational journal of molecular sciences · 2026
    Article
  10. Evolution expresses the second law of thermodynamics in action.Journal of the Royal Society, Interface · 2026
    Article
  11. Testing for Genetic Interactions in Complex Disease With Distance Correlation.Biometrical journal. Biometrische Zeitschrift · 2026
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Article

4,331 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors.

Teri A ManolioNational Human Genome Research Institute, Building 31, Room 4B09, 31 Center Drive, MSC 2152, Bethesda, Maryland 20892-2152, USA. manoliot@mail.nih.gov
Francis S Collins
Nancy J Cox
David B Goldstein
Lucia A Hindorff
David J Hunter
Mark I McCarthy
Erin M Ramos
Lon R Cardon
Aravinda Chakravarti
Judy H Cho
Alan E Guttmacher
Augustine Kong
Leonid Kruglyak
Elaine Mardis
Charles N Rotimi
Montgomery Slatkin
David Valle
Alice S Whittemore
Michael Boehnke
Andrew G Clark
Evan E Eichler
Greg Gibson
Jonathan L Haines
Trudy F C Mackay
Steven A McCarroll
Peter M Visscher

Funding

Genetic epidemiology of complex diseasesZIAHG200362 · NHGRI · NATIONAL HUMAN GENOME RESEARCH INSTITUTE · PI ROTIMI, CHARLES · 2009 to 2025
$54.7M
Washington University Institute of Clinical and Translational Sciences (UL1)UL1RR024992 · NCRR · WASHINGTON UNIVERSITY · PI EVANOFF, BRADLEY A · 2007 to 2011
$45.4M
Genetic analysis of type II diabetes in Finnish populationZIAHG000024 · NHGRI · NATIONAL HUMAN GENOME RESEARCH INSTITUTE · PI ERDOS, MICHAEL · 2009 to 2025
$38.2M
Variable DNA sites predicting interindividual variation in health measuresP50GM065509 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SING, CHARLES · 2001 to 2011
$27.5M
Population Genetic Inferences From Dense Genotype DataR01HG003229 · NHGRI · CORNELL UNIVERSITY ITHACA · PI BUSTAMANTE, CARLOS DANIEL, CLARK, ANDREW G · 2004 to 2013
$4.8M
Modeling DNA Diversity in Reverse Cholestrol TransportR01HL072904 · NHLBI · CORNELL UNIVERSITY ITHACA · PI CLARK, ANDREW G · 2003 to 2012
$2.9M
Inferring Multiple-SNP Disease Association with DNA Resequence DataR01MH084695 · NIMH · CORNELL UNIVERSITY · PI BUSTAMANTE, CARLOS DANIEL, CLARK, ANDREW G · 2008 to 2010
$1.1M
Dimension Reduction Approaches for Genome-wide Association TestingU01HL084706 · NHLBI · CORNELL UNIVERSITY · PI CLARK, ANDREW G · 2006 to 2008
$921k
NCRR NIH HHS UL1 RR024992NHGRI NIH HHS R01 HG003229NHLBI NIH HHS R01 HL072904NHLBI NIH HHS U01 HL084706NIGMS NIH HHS P50 GM065509NIMH NIH HHS R01 MH084695
6 · The paper itself

Abstract

Genome-wide association studies have identified hundreds of genetic variants associated with complex human diseases and traits, and have provided valuable insights into their genetic architecture. Most variants identified so far confer relatively small increments in risk, and explain only a small proportion of familial clustering, leading many to question how the remaining, 'missing' heritability can be explained. Here we examine potential sources of missing heritability and propose research strategies, including and extending beyond current genome-wide association approaches, to illuminate the genetics of complex diseases and enhance its potential to enable effective disease prevention or treatment.

Indexed as

Genetic Diseases, InbornGenetic Predisposition to DiseaseGenetics, MedicalGenome-Wide Association StudyHumansInheritance PatternsPedigree

Identifiers

PMID19812666
PMCPMC2831613

What OpenQuestion holds

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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.