Measuring Adiposity in Patients: The Utility of Body Mass Index (BMI), Percent Body Fat, and Leptin

被引:397
作者
Shah, Nirav R. [1 ]
Braverman, Eric R. [2 ,3 ]
机构
[1] NYU, Sch Med, Dept Med, New York, NY 10003 USA
[2] PATH Fdn NY, New York, NY USA
[3] Weill Cornell Med Coll, Dept Neurosurg, New York, NY USA
关键词
BASE-LINE LEPTIN; SARCOPENIC OBESITY; WEIGHT; PREVALENCE; WOMEN; RESISTANCE; GHRELIN; TRENDS; AGE; OSTEOPOROSIS;
D O I
10.1371/journal.pone.0033308
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background:Obesity is a serious disease that is associated with an increased risk of diabetes, hypertension, heart disease, stroke, and cancer, among other diseases. The United States Centers for Disease Control and Prevention (CDC) estimates a 20% obesity rate in the 50 states, with 12 states having rates of over 30%. Currently, the body mass index (BMI) is most commonly used to determine adiposity. However, BMI presents as an inaccurate obesity classification method that underestimates the epidemic and contributes to failed treatment. In this study, we examine the effectiveness of precise biomarkers and duel-energy x-ray absorptiometry (DXA) to help diagnose and treat obesity. Methodology/Principal Findings: A cross-sectional study of adults with BMI, DXA, fasting leptin and insulin results were measured from 1998-2009. Of the participants, 63% were females, 37% were males, 75% white, with a mean age = 51.4 (SD = 14.2). Mean BMI was 27.3 (SD = 5.9) and mean percent body fat was 31.3% (SD = 9.3). BMI characterized 26% of the subjects as obese, while DXA indicated that 64% of them were obese. 39% of the subjects were classified as non-obese by BMI, but were found to be obese by DXA. BMI misclassified 25% men and 48% women. Meanwhile, a strong relationship was demonstrated between increased leptin and increased body fat. Conclusions/Significance: Our results demonstrate the prevalence of false-negative BMIs, increased misclassifications in women of advancing age, and the reliability of gender-specific revised BMI cutoffs. BMI underestimates obesity prevalence, especially in women with high leptin levels (>30 ng/mL). Clinicians can use leptin-revised levels to enhance the accuracy of BMI estimates of percentage body fat when DXA is unavailable.
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相关论文
共 38 条
[1]  
[Anonymous], NIH PUBL
[2]   Assessing the validity of body mass index standards in early postmenopausal women [J].
Blew, RM ;
Sardinha, LB ;
Milliken, LA ;
Teixeira, PJ ;
Going, SB ;
Ferreira, DL ;
Harris, MM ;
Houtkooper, LB ;
Lohman, TG .
OBESITY RESEARCH, 2002, 10 (08) :799-808
[3]   Induction of leptin resistance through direct interaction of C-reactive protein with leptin [J].
Chen, K ;
Li, FH ;
Li, J ;
Cai, HB ;
Strom, S ;
Bisello, A ;
Kelley, DE ;
Friedman-Einat, M ;
Skibinski, GA ;
McCrory, MA ;
Szalai, AJ ;
Zhao, AZ .
NATURE MEDICINE, 2006, 12 (04) :425-432
[4]   Weight Regain after a Diet-Induced Loss Is Predicted by Higher Baseline Leptin and Lower Ghrelin Plasma Levels [J].
Crujeiras, Ana B. ;
Goyenechea, Estibaliz ;
Abete, Itziar ;
Lage, Mary ;
Carreira, Marcos C. ;
Martinez, J. Alfredo ;
Casanueva, Felipe F. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2010, 95 (11) :5037-5044
[5]   National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 2.7 million participants [J].
Danaei, Goodarz ;
Finucane, Mariel M. ;
Lu, Yuan ;
Singh, Gitanjali M. ;
Cowan, Melanie J. ;
Paciorek, Christopher J. ;
Lin, John K. ;
Farzadfar, Farshad ;
Khang, Young-Ho ;
Stevens, Gretchen A. ;
Rao, Mayuree ;
Ali, Mohammed K. ;
Riley, Leanne M. ;
Robinson, Carolyn A. ;
Ezzati, Majid .
LANCET, 2011, 378 (9785) :31-40
[6]   Body-Mass Index and Mortality among 1.46 Million White Adults. [J].
de Gonzalez, Amy Berrington ;
Hartge, Patricia ;
Cerhan, James R. ;
Flint, Alan J. ;
Hannan, Lindsay ;
MacInnis, Robert J. ;
Moore, Steven C. ;
Tobias, Geoffrey S. ;
Anton-Culver, Hoda ;
Freeman, Laura Beane ;
Beeson, W. Lawrence ;
Clipp, Sandra L. ;
English, Dallas R. ;
Folsom, Aaron R. ;
Freedman, D. Michal ;
Giles, Graham ;
Hakansson, Niclas ;
Henderson, Katherine D. ;
Hoffman-Bolton, Judith ;
Hoppin, Jane A. ;
Koenig, Karen L. ;
Lee, I-Min ;
Linet, Martha S. ;
Park, Yikyung ;
Pocobelli, Gaia ;
Schatzkin, Arthur ;
Sesso, Howard D. ;
Weiderpass, Elisabete ;
Willcox, Bradley J. ;
Wolk, Alicja ;
Zeleniuch-Jacquotte, Anne ;
Willett, Walter C. ;
Thun, Michael J. .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 363 (23) :2211-2219
[7]   Normal-weight obese syndrome: early inflammation? [J].
De Lorenzo, Antonino ;
Del Gobbo, Vera ;
Premrov, Maria Grazia ;
Bigioni, Mario ;
Galvano, Fabio ;
Di Renzo, Laura .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2007, 85 (01) :40-45
[8]   Prevalence of sarcopenia and its association with osteoporosis in 313 older women following a hip fracture [J].
Di Monaco, Marco ;
Vallero, Fulvia ;
Di Monaco, Roberto ;
Tappero, Rosa .
ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2011, 52 (01) :71-74
[9]  
FerroLuzzi A, 1995, WHO TECH REP SER, V854, P1
[10]   Commentary: The quest for weight standards [J].
Flegal, Katherine M. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2010, 39 (04) :963-967