Cited by 91Race, Genetics, and SocietyGenetic Associations and EpidemiologyRacial and Ethnic Identity Research

Genetic ancestry, social classification, and racial inequalities in blood pressure in southeastern Puerto Rico

Open access
Gravlee, Clarence C., Non, Amy L., Mulligan, Connie J.·2009·PLoS ONE

Abstract

BACKGROUND: The role of race in human genetics and biomedical research is among the most contested issues in science. Much debate centers on the relative importance of genetic versus sociocultural factors in explaining racial inequalities in health. However, few studies integrate genetic and sociocultural data to test competing explanations directly. METHODOLOGY/PRINCIPAL FINDINGS: We draw on ethnographic, epidemiologic, and genetic data collected in Southeastern Puerto Rico to isolate two distinct variables for which race is often used as a proxy: genetic ancestry versus social classification. We show that color, an aspect of social classification based on the culturally defined meaning of race in Puerto Rico, better predicts blood pressure than does a genetic-based estimate of continental ancestry. We also find that incorporating sociocultural variables reveals a new and significant association between a candidate gene polymorphism for hypertension (alpha(2C) adrenergic receptor deletion) and blood pressure. CONCLUSIONS/SIGNIFICANCE: This study addresses the recognized need to measure both genetic and sociocultural factors in research on racial inequalities in health. Our preliminary results provide the most direct evidence to date that previously reported associations between genetic ancestry and health may be attributable to sociocultural factors related to race and racism, rather than to functional genetic differences between racially defined groups. Our results also imply that including sociocultural variables in future research may improve our ability to detect significant allele-phenotype associations. Thus, measuring sociocultural factors related to race may both empower future genetic association studies and help to clarify the biological consequences of social inequalities.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1371/journal.pone.0006821

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Systematic environmental effects that contribute to an increase in non-genetic risk factors in African Americans-current and historical racism, for instance-could explain the marked health differences between African Americans and European Americans.

    “Whereas natural selection cannot easily explain the observed population difference, systematic environmental effects that contribute to an increase in non-genetic risk factors in African Americans—current and historical racism, for instance [53–55]—could, on the other hand, explain such marked differences.”

    From Interpreting polygenic scores, polygenic adaptation, and human phenotypic differences (2019) · cites this paper as [54]

    The Introduction reports higher hypertension prevalence among Black Americans than Whites and identifies racism and other social stressors as possible contributors. The Discussion (Hypertension in the African Diaspora) likewise says unequal exposure to adverse environmental conditions could explain blood-pressure differences without invoking genetic differences. The paper does not specifically address historical racism or establish this explanation for health differences generally; its analysis concerns blood pressure in southeastern Puerto Rico. (LLM, conf=0.83)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 69

  1. [1]American Journal of Public Health 2005 [Special issue on “Race, Genetics, and Health Disparities”]. Am J Public Health 95
  2. [2]American Psychologist 2005 [Special issue on “Genes, Race, and Psychology in the Genome Era”]. Am Psychol 60 15641916
  3. [4]Gonzalez Burchard E Ziv E Coyle N Gomez SL Tang H 2003 The Importance of Race and Ethnic Background in Biomedical Research and Clinical Practice. N Engl J Med 348 1170 1175 12646676
  4. [5]Risch N Burchard E Ziv E Tang H 2002 Categorization of humans in biomedical research: genes, race and disease. Genome Biol 3 comment2007.1 2007.12 12184798 PMC139378
  5. [6]Braun L 2006 Reifying human difference: the debate on genetics, race, and health. Int J Health Serv 36 557 573 16981631
  6. [7]Cooper RS Kaufman JS Ward R 2003 Race and Genomics. N Engl J Med 348 1166 1170 12646675
  7. [8]Krieger N 2003 Does Racism Harm Health? Did Child Abuse Exist Before 1962? On Explicit Questions, Critical Science, and Current Controversies: An Ecosocial Perspective. Am J Public Health 93 194 199 12554569 PMC1447716
  8. [9]Williams DR Jackson PB 2005 Social sources of racial disparities in health. Health Aff 24 325 334 15757915
  9. [10]Cooper RS 2003 Gene-environment interactions and the etiology of common complex disease. Ann Intern Med 139 437 440 12965972
  10. [12]Gravlee CC Sweet E 2008 Race, ethnicity, and racism in medical anthropology, 1977-2002. Med Anthropol Q 22 27 51 18610812
  11. [13]Sankar P Cho MK Mountain J 2007 Race and ethnicity in genetic research. Am J Med Genet A 143A 961 970 17345638 PMC2271134
  12. [14]Gonzalez Burchard E Borrell LN Choudhry S Naqvi M Tsai H-J 2005 Latino populations: A unique opportunity for the study of race, genetics, and social environment in epidemiological research. Am J Public Health 95 2161 2168 16257940 PMC1449501
  13. [15]Kaufman JS Cooper RS 2001 Commentary: considerations for use of racial/ethnic classification in etiologic research. Am J Epidemiol 154 291 298 11495850
  14. [16]Kaufman JS Cooper RS 2008 Race in epidemiology: new tools, old problems. Ann Epidemiol 18 119 123 18083541
  15. [17]Foster MW Sharp RR 2002 Race, ethnicity, and genomics: social classifications as proxies of biological heterogeneity. Genome Res 12 844 850 12045138
  16. [18]Race Ethnicity and Genetics Working Group 2005 The use of racial, ethnic, and ancestral categories in human genetics research. Am J Hum Genet 77 519 532 16175499 PMC1275602
  17. [19]Pfaff CL Parra EJ Bonilla C Hiester K McKeigue PM 2001 Population structure in admixed populations: effect of admixture dynamics on the pattern of linkage disequilibrium. Am J Hum Genet 68 198 207 11112661 PMC1234913
  18. [20]Gravlee CC Dressler WW Bernard HR 2005 Skin color, social classification, and blood pressure in southeastern Puerto Rico. Am J Public Health 95 2191 2197 16257938 PMC1449506
  19. [21]Cooper RS Rotimi C Ataman S McGee D Osotimehin B 1997 The prevalence of hypertension in seven populations of West African origin. Am J Public Health 87 160 168 9103091 PMC1380786
  20. [22]Glover MJ Greenland KJ Ayala C Croft JB 2005 Racial/Ethnic Disparities in Prevalence, Treatment, and Control of Hypertension --- United States, 1999–2002. MMWR 54 7 9 15647724
  21. [24]Halberstein RA 1999 Blood pressure in the Caribbean. Hum Biol 71 659 684 10453106
  22. [25]James SA Aleida-Filho N Kaufman JS 1991 Hypertension in Brazil: a review of the epidemiologic evidence. Ethn Dis 1 91 98 1842525
  23. [26]Frisancho AR Farrow S Friedenzohn I Johnson T Kapp B 1999 Role of genetic and environmental factors in the increased blood pressures of Bolivian blacks. Am J Hum Biol 11 489 498 11533968
  24. [28]Boyle E Jr 1970 Biological pattern in hypertension by race, sex, body weight, and skin color. JAMA 213 1637 1643 5468705
  25. [29]Gleiberman L Lackland DT Egan BM 1999 Nativity and race: Response. Hypertension 34 7e 10406824
  26. [30]Tang H Jorgenson E Gadde M Kardia S Rao D 2006 Racial admixture and its impact on BMI and blood pressure in African and Mexican Americans. Hum Genet 119 624 633 16738946
  27. [31]Dressler WW 1991 Social class, skin color, and arterial blood pressure in two societies. Ethn Dis 1 60 77 1842522
  28. [32]Sweet E McDade TW Kiefe CI Liu K 2007 Relationships between skin color, income, and blood pressure among African Americans in the CARDIA study. Am J Public Health 97 2253 2259 17971563 PMC2089095
  29. [33]Tyroler HA James SA 1978 Blood pressure and skin color. Am J Public Health 68 1170 1172 736179 PMC1654124
  30. [34]Sankar P Cho MK 2002 Toward a new vocabulary of human genetic variation. Science 298 1337 1338 12434037 PMC2271140
  31. [35]Scarano FA 1984 Sugar and slavery in Puerto Rico: the plantation economy of Ponce, 1800–1850. Madison, WI University of Wisconsin Press
  32. [36]Costas R Jr Garcia-Palmieri MR Sorlie P Hertzmark E 1981 Coronary heart disease risk factors in men with light and dark skin in Puerto Rico. Am J Public Health 71 614 619 7235099 PMC1619826
  33. [38]Mintz SW 1974 Caribbean transformations. New York Columbia University Press 355
  34. [39]Parra FC Amado RC Lambertucci JR Rocha J Antunes CM 2003 Color and genomic ancestry in Brazilians. Proc Natl Acad Sci USA 100 177 182 12509516 PMC140919
  35. [40]Choudhry S Burchard EG Borrell LN Tang H Gomez I 2006 Ancestry-environment interactions and asthma risk among Puerto Ricans. Am J Respir Crit Care Med 174 1088 1093 16973984 PMC2648109
  36. [41]Caulfield T Fullerton SM Ali-Khan SE Arbour L Burchard EG 2008 Race and ancestry in biomedical research: exploring the challenges. Genome Med 1 8 PMC2651580 19348695
  37. [42]Rebbeck TR Sankar P 2005 Ethnicity, Ancestry, and Race in Molecular Epidemiologic Research. Cancer Epidemiol Biomarkers Prev 14 2467 2471 16284364
  38. [43]Sankar P Cho MK Condit CM Hunt LM Koenig B 2004 Genetic research and health disparities. JAMA 291 2985 2989 15213210 PMC2271142
  39. [44]Harburg E Gleibermann L Roeper P Schork MA Schull WJ 1978 Skin color, ethnicity, and blood pressure I: Detroit Blacks. Am J Public Health 68 1177 1183 736181 PMC1654117
  40. [46]Brondolo E Rieppi R Kelly KP Gerin W 2003 Perceived racism and blood pressure: a review of the literature and conceptual and methodological critique. Ann Behav Med 25 55 65 12581937
  41. [47]Gravlee CC 2009 How race becomes biology: embodiment of social inequality. Am J Phys Anthropol 139 47 57 19226645
  42. [48]Herring C Keith V Horton HD 2004 Skin deep: how race and complexion matter in the “color-blind” era. Urbana University of Illinois Press 248
  43. [50]Brondolo E Libby DJ Denton E-G Thompson S Beatty DL 2008 Racism and Ambulatory Blood Pressure in a Community Sample. Psychosom Med 70 49 56 18158368
  44. [51]Harrell JP Hall S Taliaferro J 2003 Physiological responses to racism and discrimination: an assessment of the evidence. Am J Public Health 93 243 248 12554577 PMC1447724
  45. [52]Farmer MM Ferraro KF 2005 Are racial disparities in health conditional on socioeconomic status? Soc Sci Med 60 191 204 15482878
  46. [53]Goodman E McEwen BS Dolan LM Schafer-Kalkhoff T Adler NE 2005 Social disadvantage and adolescent stress. J Adolesc Health 37 484 492 16310126
  47. [54]Lander ES Schork NJ 1994 The genetic dissection of complex traits. Science 265 2037 2048 8091226
  48. [55]Reiner AP Carlson CS Ziv E Iribarren C Jaquish CE 2007 Genetic ancestry, population sub-structure, and cardiovascular disease-related traits among African-American participants in the CARDIA Study. Hum Genet 121 565 575 17356887
  49. [56]Deo R Patterson N Tandon A McDonald G Haiman CA 2007 A high-density admixture scan in 1,670 African Americans with hypertension. PLoS Genet 3 e196 18020707 PMC2077893
  50. [57]Fyr CLW Kanaya AM Cummings SR Reich D Hsueh W-C 2007 Genetic admixture, adipocytokines, and adiposity in black Americans: The health, aging, and body composition study. Hum Genet 121 615 624 17390149
  51. [58]Peralta CA Ziv E Katz R Reiner A Burchard EG 2006 African ancestry, socioeconomic status, and kidney function in elderly African Americans: A genetic admixture analysis. J Am Soc Nephrol 17 3491 3496 17082243
  52. [59]Fernandez JR Shriver MD Beasley TM Rafla-Demetrious N Parra E 2003 Association of African genetic admixture with resting metabolic rate and obesity among women. Obes Res 11 904 911 12855761
  53. [60]Gower BA Fernandez JR Beasley TM Shriver MD Goran MI 2003 Using genetic admixture to explain racial differences in insulin-related phenotypes. Diabetes 52 1047 1051 12663479
  54. [61]Tang H Quertermous T Rodriguez B Kardia SL Zhu X 2005 Genetic structure, self-identified race/ethnicity, and confounding in case-control association studies. Am J Hum Genet 76 268 275 15625622 PMC1196372
  55. [62]Krieger N 2005 Stormy weather: race, gene expression, and the science of health disparities. Am J Public Health 95 2155 2160 16257941 PMC1449500
  56. [63]Jones CP Truman BI Elam-Evans LD Jones CA Jones CY 2009 Using “socially assigned race” to probe white advantages in health status. Ethn Dis 18 496 504 19157256
  57. [64]Boks MP Schipper M Schubart CD Sommer IE Kahn RS 2007 Investigating gene environment interaction in complex diseases: increasing power by selective sampling for environmental exposure. Int J Epidemiol 36 1363 1369 17971387
  58. [65]Li JL Canham RM Vongpatanasin W Leonard D Auchus RJ 2006 Do allelic variants in alpha2A and alpha2C adrenergic receptors predispose to hypertension in blacks? Hypertension 47 1140 1146 16636200
  59. [66]Pfaff CL Barnholtz-Sloan JS Wagner JK Long JC 2004 Information on ancestry from genetic markers. Genet Epidemiol 26 305 315 15095390
  60. [67]Penner A Saperstein A 2008 How social status shapes race. Proc Natl Acad Sci USA 105 19628 19630 19064936 PMC2604956
  61. [68]Williams DR Mohammed SA 2009 Discrimination and racial disparities in health: evidence and needed research. J Behav Med 32 20 47 19030981 PMC2821669
  62. [70]Gravlee CC Dressler WW 2005 Skin pigmentation, self-perceived color, and arterial blood pressure in Puerto Rico. Am J Hum Biol 17 195 206 15736179
  63. [71]Pritchard JK Stephens M Donnelly P 2000 Inference of population structure using multilocus genotype data. Genetics 155 945 959 10835412 PMC1461096
  64. [72]McKeigue PM Carpenter JR Parra EJ Shriver MD 2000 Estimation of admixture and detection of linkage in admixed populations by a Bayesian approach: application to African-American populations. Ann Hum Genet 64 171 186 11246470
  65. [73]Chakraborty R Kamboh MI Nwankwo M Ferrell RE 1992 Caucasian genes in American blacks: new data. Am J Hum Genet 50 145 155 1729885 PMC1682537
  66. [74]Bonilla C Shriver MD Parra EJ Jones A Fernandez JR 2004 Ancestral proportions and their association with skin pigmentation and bone mineral density in Puerto Rican women from New York city. Hum Genet 115 57 68 15118905
  67. [77]Anwar YA Giacco S McCabe EJ Tendler BE White WB 1998 Evaluation of the efficacy of the Omron HEM-737 IntelliSense device for use on adults according to the recommendations of the Association for the Advancement of Medical Instrumentation. Blood Press Monit 3 261 265 10212364
  68. [78]O'Brien E Waeber B Parati G Staessen J Myers MG 2001 Blood pressure measuring devices: recommendations of the European Society of Hypertension. BMJ 322 531 536 11230071 PMC1119736
  69. [79]Braveman P Cubbin C Marchi K Egerter S Chavez G 2001 Measuring socioeconomic status/position in studies of racial/ethnic disparities: maternal and infant health. Public Health Rep 116 449 463 12042609 PMC1497365

Cited by

Sorted by citations

Authors
Gravlee, C. C., Non, A. L., & Mulligan, C. J.
Affiliations
University of Florida (US)
Corresponding author
Gravlee, Clarence C.
Venue
PLoS ONE
Published
2009-09-09
Volume
4
Issue
9
Pages
e6821
ISSN
1932-6203 (ISSN-L)
OpenAlex
W2148085682
Cited by
91
References
2
Citations by year
2026: 2 · 2025: 1 · 2024: 3 · 2023: 2 · 2022: 3 · 2021: 9 · 2020: 3 · 2019: 5 · 2018: 5 · 2017: 3 · 2016: 5 · 2015: 5 · 2014: 8 · 2013: 5 · 2012: 15
FWCI
6.24
Type
journal article
Language
en
Open access
Locations
  • PLoS ONE (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • National Science Foundation (0820687, 0078793, 0724032)
  • American Heart Association
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Race, Genetics, and Society
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
  • Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
Keywords
genetic ancestry, social categorization, racial disparities in health, blood pressure, skin color, continental ancestry, sociocultural factors, racism, Puerto Rico, genetic association studies
MeSH terms
Adult, Blood Pressure, Ethnicity, Female, Humans, Hypertension, Male, Middle Aged, Phenotype, Polymorphism, Genetic, Puerto Rico, Social Class, Gene Deletion, Receptors, Adrenergic, alpha-2, Genetic Predisposition to Disease, Health Status Disparities

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review