Genetic Ancestry in Lung-Function Predictions

被引:201
作者
Kumar, Rajesh [1 ]
Seibold, Max A. [3 ]
Aldrich, Melinda C. [4 ]
Williams, L. Keoki [5 ]
Reiner, Alex P. [6 ]
Colangelo, Laura [2 ]
Galanter, Joshua [4 ]
Gignoux, Christopher [4 ]
Hu, Donglei [4 ]
Sen, Saunak [4 ]
Choudhry, Shweta [4 ]
Peterson, Edward L. [5 ]
Rodriguez-Santana, Jose [7 ]
Rodriguez-Cintron, William [8 ]
Nalls, Michael A. [9 ]
Leak, Tennille S. [11 ]
O'Meara, Ellen [6 ]
Meibohm, Bernd [12 ]
Kritchevsky, Stephen B. [14 ]
Li, Rongling [13 ]
Harris, Tamara B. [10 ]
Nickerson, Deborah A. [6 ]
Fornage, Myriam [15 ]
Enright, Paul [16 ]
Ziv, Elad [4 ]
Smith, Lewis J. [2 ]
Liu, Kiang [2 ]
Gonzalez-Burchard, Esteban [4 ]
机构
[1] Childrens Mem Hosp, Div Allergy & Immunol, Chicago, IL 60614 USA
[2] Northwestern Univ, Feinberg Sch Med, Chicago, IL 60611 USA
[3] Natl Jewish Hlth, Denver, CO USA
[4] Univ Calif San Francisco, San Francisco, CA 94143 USA
[5] Henry Ford Hlth Syst, Detroit, MI USA
[6] Univ Washington, Seattle, WA 98195 USA
[7] Pediat Pulm Program San Juan, San Juan, PR USA
[8] Univ Puerto Rico, Sch Med, San Juan Vet Affairs Med Ctr, San Juan, PR 00936 USA
[9] NIA, Neurogenet Lab, Intramural Res Program, Bethesda, MD 20892 USA
[10] NIA, Lab Epidemiol Demog & Biometry, Intramural Res Program, Bethesda, MD 20892 USA
[11] Univ Pittsburgh, Grad Sch Publ Hlth, Pittsburgh, PA USA
[12] Univ Tennessee, Hlth Sci Ctr, Coll Pharm, Memphis, TN USA
[13] Univ Tennessee, Hlth Sci Ctr, Coll Med, Memphis, TN USA
[14] Wake Forest Sch Med, Sticht Ctr Aging, Winston Salem, NC USA
[15] Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Houston, TX USA
[16] Univ Arizona, Coll Publ Hlth, Tucson, AZ USA
基金
美国国家卫生研究院;
关键词
AFRICAN-AMERICANS; POPULATION-STRUCTURE; PULMONARY-FUNCTION; NATURAL-HISTORY; ADMIXTURE; RACE; ASTHMA; DISEASE; PREVALENCE; INFERENCE;
D O I
10.1056/NEJMoa0907897
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
BACKGROUND Self-identified race or ethnic group is used to determine normal reference standards in the prediction of pulmonary function. We conducted a study to determine whether the genetically determined percentage of African ancestry is associated with lung function and whether its use could improve predictions of lung function among persons who identified themselves as African American. METHODS We assessed the ancestry of 777 participants self-identified as African American in the Coronary Artery Risk Development in Young Adults (CARDIA) study and evaluated the relation between pulmonary function and ancestry by means of linear regression. We performed similar analyses of data for two independent cohorts of subjects identifying themselves as African American: 813 participants in the Health, Aging, and Body Composition (HABC) study and 579 participants in the Cardiovascular Health Study (CHS). We compared the fit of two types of models to lung-function measurements: models based on the covariates used in standard prediction equations and models incorporating ancestry. We also evaluated the effect of the ancestry-based models on the classification of disease severity in two asthma-study populations. RESULTS African ancestry was inversely related to forced expiratory volume in 1 second (FEV1) and forced vital capacity in the CARDIA cohort. These relations were also seen in the HABC and CHS cohorts. In predicting lung function, the ancestry-based model fit the data better than standard models. Ancestry-based models resulted in the reclassification of asthma severity (based on the percentage of the predicted FEV1) in 4 to 5% of participants. CONCLUSIONS Current predictive equations, which rely on self-identified race alone, may misestimate lung function among subjects who identify themselves as African American. Incorporating ancestry into normative equations may improve lung-function estimates and more accurately categorize disease severity.
引用
收藏
页码:321 / 330
页数:10
相关论文
共 48 条
[1]
Comparison of Statistical Methods for Estimating Genetic Admixture in a Lung Cancer Study of African Americans and Latinos [J].
Aldrich, Melinda C. ;
Selvin, Steve ;
Hansen, Helen M. ;
Barcellos, Lisa F. ;
Wrensch, Margaret R. ;
Sison, Jennette D. ;
Quesenberry, Charles P. ;
Kittles, Rick A. ;
Silva, Gabriel ;
Buffler, Patricia A. ;
Seldin, Michael F. ;
Wiencke, John K. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2008, 168 (09) :1035-1046
[2]
Fast model-based estimation of ancestry in unrelated individuals [J].
Alexander, David H. ;
Novembre, John ;
Lange, Kenneth .
GENOME RESEARCH, 2009, 19 (09) :1655-1664
[4]
[Anonymous], 2008, GUID EV PERM IMP
[5]
Prevalence and risk factors of asthma and wheezing among US adults: an analysis of the NHANES III data [J].
Arif, AA ;
Delclos, GL ;
Lee, ES ;
Tortolero, SR ;
Whitehead, LW .
EUROPEAN RESPIRATORY JOURNAL, 2003, 21 (05) :827-833
[6]
Berg K, 2005, AM J HUM GENET, V77, P519
[7]
Race-based therapeutics [J].
Bloche, MG .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 351 (20) :2035-2037
[8]
The importance of race and ethnic background in biomedical research and clinical practice [J].
Burchard, EG ;
Ziv, E ;
Coyle, N ;
Gomez, SL ;
Tang, H ;
Karter, AJ ;
Mountain, JL ;
Pérez-Stable, EJ ;
Sheppard, D ;
Risch, N .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 348 (12) :1170-1175
[9]
Standards for the diagnosis and treatment of patients with COPD: A summary of the ATS/ERS position paper (vol 23, pg 932, 2004) [J].
Celli, BR ;
Macnee, W .
EUROPEAN RESPIRATORY JOURNAL, 2006, 27 (01) :242-242
[10]
Race and genomics [J].
Cooper, RS ;
Kaufman, JS ;
Ward, R .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 348 (12) :1166-1170