Evidence map›Paper›PMID 31935283›Full record

SynthesisBlood advances2020

A meta-analysis of genome-wide association studies of multiple myeloma among men and women of African ancestry.

Zhaohui Du, Niels Weinhold, Gregory Chi Song, Kristin A Rand, David J Van Den Berg, Amie E Hwang, Xin Sheng, Victor Hom, Sikander Ailawadhi, Ajay K Nooka and 60 more

Open access · goldAbstract readMeta-Analysis
In one paragraph

Synthesis in Blood advances, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
1.9field-weighted citation impact, top 13% 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

19 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Review
  6. Article
  7. Monoclonal Gammopathies in Africa.Clinical lymphoma, myeloma & leukemia · 2025
    Review
  8. Article
  9. Review
  10. Review
  11. Review
  12. Article
  13. Multiple myeloma.Nature reviews. Disease primers · 2024
    Review
  14. Review
  15. Exome-wide screening identifies novel rare risk variants for bone mineral density.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2023
    Article
  16. Article
  17. Review
  18. Article
  19. 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

70 authors at 20 institutions in 1 country.

Zhaohui DuCenter for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Niels WeinholdMyeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR.
Gregory Chi SongDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Kristin A RandDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
David J Van Den BergCenter for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Amie E HwangDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Xin ShengCenter for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Victor HomDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Sikander AilawadhiDivision of Hematology-Oncology, Mayo Clinic, Jacksonville, FL.
Ajay K NookaWinship Cancer Institute, Department of Hematology and Medical Oncology, Emory University, Atlanta, GA.
Seema SinghalDivision of Hematology-Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL.
Karen PawlishCancer Epidemiology Services, Epidemiology, Environmental and Occupational Health Division, New Jersey Department of Health, Trenton, NJ.
Edward S PetersDepartment of Epidemiology, Louisiana State University School of Public Health, New Orleans, LA.
Cathryn BockKarmanos Cancer Center, Wayne State University, Detroit, MI.
Ann MohrbacherDivision of Hematology, Department of Medicine, University of Southern California, Los Angeles, CA.
Alexander StramDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Sonja I BerndtDivision of Cancer Genetics and Epidemiology, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD.
William J BlotDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN.
Graham CaseyCenter for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA.
Victoria L StevensAmerican Cancer Society, Atlanta, GA.
Rick KittlesCity of Hope National Medical Center, Duarte, CA.
Phyllis J GoodmanThe Southwest Oncology Group Statistical Center, Seattle, WA.
W Ryan DiverAmerican Cancer Society, Atlanta, GA.
Anselm HennisDepartment of Preventive Medicine, Stony Brook University, Stony Brook, NY.
Barbara NemesureDepartment of Preventive Medicine, Stony Brook University, Stony Brook, NY.
Eric A KleinCleveland Clinic Foundation, Cleveland, OH.
Benjamin A RybickiHenry Ford Hospital, Detroit, MI.
Janet L StanfordFred Hutchinson Cancer Center, Seattle, WA.
John S WitteDepartment of Epidemiology and Biostatistics, University of California, San Francisco, CA.
Lisa SignorelloDivision of Cancer Genetics and Epidemiology, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD.
Esther M JohnDivision of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA.
Leslie BernsteinCity of Hope National Medical Center, Duarte, CA.
Antoinette M StroupCancer Epidemiology Services, Epidemiology, Environmental and Occupational Health Division, New Jersey Department of Health, Trenton, NJ.
Owen W StephensMyeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR.
Maurizio ZangariMyeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR.
Frits Van RheeMyeloma Center, University of Arkansas for Medical Sciences, Little Rock, AR.
Andrew OlshanDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Wei ZhengDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN.
Jennifer J HuDepartment of Public Health Sciences, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL.
Regina ZieglerDivision of Cancer Genetics and Epidemiology, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD.
Sarah J NyanteDepartment of Radiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Sue Ann InglesDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Michael F PressDepartment of Pathology, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
John David CarptenCenter for Translational Genomics, Department of Translational Genomics, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Stephen J ChanockDivision of Cancer Genetics and Epidemiology, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD.
Jayesh MehtaDivision of Hematology-Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL.
Graham A ColditzDivision of Oncology, Washington University School of Medicine, Saint Louis, MO.
Jeffrey WolfDepartment of Epidemiology and Biostatistics, University of California, San Francisco, CA.
Thomas G MartinDepartment of Epidemiology and Biostatistics, University of California, San Francisco, CA.
Michael TomassonDivision of Hematology, Oncology and Bone Marrow Transplantation, Department of Internal Medicine, University of Iowa, Iowa City, IA.
Mark A FialaDivision of Oncology, Washington University School of Medicine, Saint Louis, MO.
Howard TerebeloProvidence Hospital, Southfield, MI.
Nalini JanakiramanDivision of Hematology-Oncology, Henry Ford Hospital, Detroit, MI.
Laurence KolonelUniversity of Hawaii Cancer Center, Honolulu, HI.
Kenneth C AndersonJ. Lipper Cancer Center for Multiple Myeloma, Dana-Farber Cancer Institute, Harvard University, Boston, MA.
Loic Le MarchandUniversity of Hawaii Cancer Center, Honolulu, HI.
Daniel AuclairMultiple Myeloma Research Foundation, Norwalk, CT.
Brian C-H ChiuDepartment of Public Health Sciences, University of Chicago, Chicago, IL.
Elad ZivDepartment of Epidemiology and Biostatistics, University of California, San Francisco, CA.
Daniel StramDepartment of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Ravi VijDivision of Oncology, Washington University School of Medicine, Saint Louis, MO.
Leon Bernal-MizrachiGrady Memorial Hospital, Emory University, Atlanta, GA.
Gareth J MorganMyeloma Center, Perlmutter Cancer Center, New York University, New York, NY.
Jeffrey A ZonderKarmanos Cancer Center, Wayne State University, Detroit, MI.
Carol Ann HuffSidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD; and.
Sagar LonialWinship Cancer Institute, Department of Hematology and Medical Oncology, Emory University, Atlanta, GA.
Robert Z OrlowskiDepartment of Lymphoma and Myeloma, University of Texas MD Anderson Cancer Center, Houston, TX.
David V ContiCenter for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Christopher A HaimanCenter for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
Wendy CozenCenter for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA.
University of Southern California · USNational Institutes of Health · USUniversity of Arkansas for Medical Sciences · USUniversity of California, San Francisco · USWashington University in St. Louis · USAmerican Cancer Society · USCity Of Hope National Medical Center · USEmory University · USHenry Ford Hospital · USNorthwestern University · USStony Brook University · USUniversity of Hawaiʻi at Mānoa · USUniversity of North Carolina at Chapel Hill · USVanderbilt University Medical Center · USWayne State University · USCancer Research And Biostatistics · USChicago Department of Public Health · USCleveland Clinic · USDana-Farber Cancer Institute · USFred Hutch Cancer Center · US

Funding

Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI ALAN KEITH MEEKER · 1985 to 2026
$208.6M
SWOG Foreign AccrualsU10CA037429 · NCI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI BLANKE, CHARLES D., MEYSKENS, FRANK L. · 1985 to 2014
$205.2M
USC/NORRIS COMPREHENSIVE CANCER CENTER (CORE) SUPPORTP30CA014089 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Fumito Ito · 1985 to 2026
$181.4M
SWOG NCORP Research BaseUG1CA189974 · NCI · THE HOPE FOUNDATION · PI CHARLES D. BLANKE, DAWN HERSHMAN · 2014 to 2026
$80.6M
Southern Community Cohort StudyR01CA092447 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BLOT, WILLIAM J., ZHENG, WEI · 2001 to 2015
$74.0M
Trageting the Multiple Myeloma EpigenomeP50CA100707 · NCI · DANA-FARBER CANCER INSTITUTE · PI ANDERSON, KENNETH C., MUNSHI, NIKHIL C. · 2003 to 2023
$45.0M
Understanding Population Differences in Cancer: The MEC StudyU01CA164973 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI HAIMAN, CHRISTOPHER ALAN, LE MARCHAND, LOIC · 2015 to 2025
$37.4M
Targeting the Bone Marrow Microenvironment In Acute Lymphocytic LeukemiaP50CA171963 · NCI · WASHINGTON UNIVERSITY · PI Daniel C Link · 2013 to 2026
$31.6M
Pilot Program CoreP30ES027792 · NIEHS · UNIVERSITY OF CHICAGO · PI Gokhan M. Mutlu, Gail S Prins · 2017 to 2026
$13.6M
Multidisciplinary Studies of LymphomaZIACP010170 · NCI · DIVISION OF CANCER EPIDEMIOLOGY AND GENETICS · PI MORTON, LINDSAY · 2009 to 2025
$10.7M
Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
Genome Wide Admixture Scan for Multiple Myeloma in African AmericansR01CA134786 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI COZEN, WENDY, HAIMAN, CHRISTOPHER ALAN · 2010 to 2015
$6.4M
NCCDPHP CDC HHS U58 DP000807NCI NIH HHS P30 CA006973NCI NIH HHS P30 CA014089NCI NIH HHS P50 CA100707NCI NIH HHS P50 CA171963NCI NIH HHS R01 CA084979NCI NIH HHS R01 CA092447NCI NIH HHS R01 CA134786NCI NIH HHS R21 CA191896NCI NIH HHS U01 CA164973NCI NIH HHS U01 CA182883NCI NIH HHS U10 CA037429NCI NIH HHS UG1 CA189974NCI NIH HHS UG1 CA233163NCI NIH HHS UM1 CA182883NICHD NIH HHS P2C HD050924NIEHS NIH HHS P30 ES027792
6 · The paper itself

Abstract

Persons of African ancestry (AA) have a twofold higher risk for multiple myeloma (MM) compared with persons of European ancestry (EA). Genome-wide association studies (GWASs) support a genetic contribution to MM etiology in individuals of EA. Little is known about genetic risk factors for MM in individuals of AA. We performed a meta-analysis of 2 GWASs of MM in 1813 cases and 8871 controls and conducted an admixture mapping scan to identify risk alleles. We fine-mapped the 23 known susceptibility loci to find markers that could better capture MM risk in individuals of AA and constructed a polygenic risk score (PRS) to assess the aggregated effect of known MM risk alleles. In GWAS meta-analysis, we identified 2 suggestive novel loci located at 9p24.3 and 9p13.1 at P < 1 × 10-6; however, no genome-wide significant association was noted. In admixture mapping, we observed a genome-wide significant inverse association between local AA at 2p24.1-23.1 and MM risk in AA individuals. Of the 23 known EA risk variants, 20 showed directional consistency, and 9 replicated at P < .05 in AA individuals. In 8 regions, we identified markers that better capture MM risk in persons with AA. AA individuals with a PRS in the top 10% had a 1.82-fold (95% confidence interval, 1.56-2.11) increased MM risk compared with those with average risk (25%-75%). The strongest functional association was between the risk allele for variant rs56219066 at 5q15 and lower ELL2 expression (P = 5.1 × 10-12). Our study shows that common genetic variation contributes to MM risk in individuals with AA.

Indexed as

Genome-Wide Association StudyMultiple MyelomaFemaleGenetic LociGenetic Predisposition to DiseaseHumansMalePolymorphism, Single NucleotideTranscriptional Elongation FactorsELL2 protein, humanTranscriptional Elongation Factors

Identifiers

PMID31935283
PMCPMC6960456
OpenAlexW2998795209

What OpenQuestion holds

Textmetadata
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.