| Literature DB >> 28723934 |
Cecilia Gállego Suárez1, Benjamin H Singer2, Achamyeleh Gebremariam3, Joyce M Lee1,3, Kanakadurga Singer1.
Abstract
OBJECTIVE: In adults, obesity has been associated with several health outcomes including increased bone density. Our objective was to evaluate the association between percent body fat and fat mass with bone mineral density (BMD) in a nationally representative population of children and adolescents. STUDYEntities:
Mesh:
Year: 2017 PMID: 28723934 PMCID: PMC5517060 DOI: 10.1371/journal.pone.0181587
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic characteristics of the included population.
| Male | Female | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| weighted% (unweighted n) | Overall Population | White | African American | Hispanic | Other | White | African American | Hispanic | Other | White | African American | Hispanic | Other |
| 8348 | 62.2% (2271) | 13.6% (2548) | 17.8% (3183) | 6.5% (346) | 57.2% (1270) | 55.9% (1436) | 57.5% (1848) | 59.5% (191) | 42.8% (1001) | 44.1% (1112) | 42.5% (1335) | 40.1% (155) | |
| 57.3% (4745) | |||||||||||||
| | 69.3% (5583) | 71.3% (1619) | 71.0% (1823) | 59.6% (1898) | 73.4% (243) | 70.4% (897) | 73.9% (1070) | 60.2% (1093) | 71.6% (131) | 72.6% (722) | 67.3% (753) | 58.9% (805) | 75.9% (112) |
| | 15.2% (1338) | 14.3% (324) | 13.3% (329) | 20.0% (631) | 15.0% (54) | 15.7% (196) | 12.2% (168) | 18.8% (365) | 15.2% (31) | 12.4% (128) | 14.6% (161) | 21.6% (266) | 14.7% (23) |
| | 5.8% (509) | 5.7% (127) | 5.2% (135) | 6.9% (228) | 4.7% (18) | 5.3% (67) | 4.6% (66) | 8.1% (139) | 4.7% (10) | 6.2% (60) | 6.1% (69) | 5.2% (89) | 4.7% (8) |
| | 9.7% (918) | 8.7% (201) | 10.5% (261) | 13.5% (426) | 7% (31) | 8.6% (110) | 9.4% (132) | 12.9% (251) | 8.4% (19) | 8.8% (91) | 12.0% (129) | 14.3% (175) | 4.8% (12) |
| 13.0 (4.4) | 13.1 (3.8) | 12.9 (4.6) | 12.8 (4.3) | 12.9 (4.3) | 13.1 (3.7) | 12.9 (4.3) | 12.8 (4.3) | 13.0 (4.0) | 13.2 (3.9) | 13.0 (4.8) | 12.9 (4.4) | 12.7 (4.6) | |
| 157.0 (21.1) | 158.0 (19.2) | 157.7 (21.9) | 154.2 (20.5) | 153.5 (20.3) | 160.2 (21.1) | 159.7 (23.4) | 156.4 (22.6) | 155.8 (21.1) | 155.1 (15.5) | 155.2 (18.2) | 151.3 (16.5) | 150.1 (17.9) | |
| 55.4 (27.1) | 55.4 (23.9) | 58.8 (31.4) | 54.6 (27.2) | 50.8 (24.5) | 56.8 (25.5) | 58.5 (30.9) | 56.1 (29.1) | 53.1 (26.3) | 53.4 (21.2) | 59.1 (31.4) | 52.6 (24.4) | 47.5 (20.5) | |
| 0.98 (0.20) | 0.98 (0.18) | 1.03 (0.23) | 0.96 (0.20) | 0.96 (0.19) | 0.99 (0.19) | 1.03 (0.23) | 0.97 (0.21) | 0.96 (0.19) | 0.97 (0.17) | 1.03 (0.22) | 0.96 (0.19) | 0.95 (0.19) | |
| 1.10 (0.32) | 1.10 (0.28) | 1.17 (0.37) | 1.08 (0.31) | 1.05 (0.31) | 1.09 (0.29) | 1.15 (0.37) | 1.06 (0.33) | 1.05 (0.32) | 1.12 (0.26) | 1.19 (0.35) | 1.10 (0.29) | 1.06 (0.29) | |
| 0.86 (0.25) | 0.86 (0.22) | 0.91 (0.28) | 0.84 (0.24) | 0.84 (0.23) | 0.84 (0.22) | 0.88 (0.27) | 0.81 (0.24) | 0.82 (0.22) | 0.90 (0.22) | 0.96 (0.29) | 0.88 (0.23) | 0.88 (0.24) | |
| 29.2 (11.0) | 28.9 (9.7) | 28.6 (12.8) | 30.9 (11.4) | 28.4 (9.6) | 25.8 (9.1) | 24.8 (11.3) | 27.8 (11.3) | 25.9 (9.4) | 33.0 (8.0) | 33.5 (10.8) | 34.9 (8.8) | 32.2 (7.5) | |
| 16.8 (12.7) | 16.6 (11.0) | 17.8 (15.9) | 17.6 (13.2) | 14.9 (10.1) | 15.2 (10.3) | 15.2 (13.6) | 16.3 (13.0) | 14.3 (10.3) | 18.6 (11.4) | 21.1 (17.4) | 19.3 (13.1) | 15.9 (9.6) | |
| 37.3 (17.3) | 37.5 (15.5) | 39.6 (19.1) | 35.9 (16.9) | 34.8 (16.4) | 40.3 (17.4) | 41.9 (20.6) | 38.6 (18.9) | 37.7 (17.8) | 33.7 (10.7) | 36.7 (15.1) | 32.2 (12.0) | 30.5 (11.5) | |
*The “Other race” category includes: all non-Hispanic participants who reported a race other than White or African American, all who reported multiple races and the non-Hispanic Asians.
Models of percent body fat and bone mineral density (aBMD) by region.
2-way interaction models of percent body fat with control variables of lean mass, gender, and race on outcomes of total, pelvic and lumbar spine aBMD.
| Total body aBMD | Pelvic aBMD | Lumbar spine aBMD | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Unstandardized coefficients (B) | SE | p-value | Unstandardized coefficients (B). | SE | p-value | Unstandardized coefficients (B) | SE | p-value | |
| % body fat | -0.0030 | 0.0002 | <0.0001 | 0.0003 | 0.0003 | 0.3960 | -0.0046 | 0.0004 | < 0.0001 |
| Lean mass (in kg) | 0.0068 | 0.0001 | <0.0001 | 0.0136 | 0.0003 | <0.0001 | 0.0071 | 0.0002 | <0.0001 |
| White | Ref | ||||||||
| African American | 0.0310 | 0.0083 | <0.0001 | 0.0611 | 0.0118 | <0.0001 | 0.0343 | 0.0115 | 0.0040 |
| Hispanic | -0.0042 | 0.0089 | 0.6390 | -0.0045 | 0.0133 | 0.7340 | -0.0044 | 0.0119 | 0.7150 |
| Other | -0.0490 | 0.0136 | 0.0010 | -0.0826 | 0.0247 | 0.0010 | -0.0523 | 0.0221 | 0.0220 |
| AA * %body fat | 0.0001 | 0.0002 | 0.0002 | -0.0008 | 0.0004 | 0.0220 | 0.0001 | 0.0004 | 0.8270 |
| Hispanic * %body fat | 0.0002 | 0.0003 | 0.0003 | 0.0002 | 0.0004 | 0.7140 | 0.0003 | 0.0004 | 0.4970 |
| Other * %body fat | 0.0017 | 0.0005 | <0.0001 | 0.0027 | 0.0008 | 0.0020 | 0.0021 | 0.0008 | 0.0090 |
| Male | Ref | ||||||||
| Female | 0.0128 | 0.0081 | 0.1180 | 0.0902 | 0.0140 | <0.0001 | 0.0816 | 0.0148 | <0.0001 |
| Female* %body fat | 0.0012 | 0.0003 | <0.0001 | 0.0007 | 0.0004 | 0.1080 | 0.0018 | 0.0004 | <0.0001 |
| Age | 0.0172 | 0.0005 | <0.0001 | 0.0146 | 0.0009 | <0.0001 | 0.0215 | 0.0008 | <0.0001 |
Models of total fat mass and bone mineral density (aBMD) by region.
2-way interaction models of total fat mass (in kg) with control variables of lean mass, gender, and race/ethnicity on outcomes of total body and pelvic aBMD.
| Total body aBMD | Pelvic aBMD | |||||
|---|---|---|---|---|---|---|
| Unstandardized coefficients (B) | SE | p-value | Unstandardized coefficients (B) | SE | p-value | |
| Fat mass kg | -0.0044 | 0.0003 | <0.0001 | 0.0143 | 0.0003 | < 0.0001 |
| Lean mass kg | 0.0085 | 0.0002 | <0.0001 | -0.0019 | 0.0004 | <0.0001 |
| White | Ref | |||||
| African American | 0.0307 | 0.0049 | <0.0001 | 0.0359 | 0.0069 | <0.0001 |
| Hispanic | -0.0042 | 0.0056 | 0.458 | -0.0051 | 0.0086 | 0.5590 |
| Other | -0.0162 | 0.0084 | 0.0600 | -0.0523 | 0.0148 | 0.0010 |
| AA* Fat mass (kg) | 0.0002 | 0.0002 | 0.3870 | -0.0001 | 0.0003 | 0.8020 |
| Hispanic * Fat mass (kg) | 0.0004 | 0.0002 | 0.0002 | 0.0004 | 0.0004 | 0.3140 |
| Other* Fat mass (kg) | 0.0012 | 0.0005 | 0.0180 | 0.0032 | 0.0010 | 0.0010 |
| Male | Ref | |||||
| Female | 0.0030 | 0.0037 | 0.4310 | 0.0706 | 0.0068 | <0.0001 |
| Female* Fat mass (kg) | 0.0029 | 0.0002 | <0.0001 | 0.0030 | 0.0004 | <0.0001 |
| Age | 0.0158 | 0.0005 | <0.0001 | 0.0125 | 0.0009 | <0.0001 |
Fig 1Models of adiposity on total body bone mineral density (aBMD).
Graphical display of effect of sex interaction (A and B) and race/ethnicity interaction (C and D) fixing all other predictors at their mean.
Fig 2Models of adiposity on pelvic bone mineral density (aBMD).
Graphical display of effect of sex interaction (A and B) and race/ethnicity interaction (C and D) fixing all other predictors at their mean.
Model of total fat mass and lumbar spine bone mineral density (aBMD).
3-way interaction model of total fat mass (kg) with control variables of lean mass, gender, and race/ethnicity on outcomes of lumbar spine aBMD.
| Lumbar spine aBMD | |||
|---|---|---|---|
| Unstandardized coefficients (B) | SE | P-value | |
| Fat mass kg | -0.0066 | 0.0004 | <0.0001 |
| Lean mass kg | 0.0096 | 0.0003 | <0.0001 |
| White | Ref. | ||
| African American | 0.0180 | 0.0079 | 0.0250 |
| Hispanic | -0.0102 | 0.0077 | 0.1920 |
| Other | -0.0027 | 0.0176 | 0.8770 |
| African-American * Female | 0.0349 | 0.0144 | 0.0190 |
| Hispanic * Female | 0.0252 | 0.0147 | 0.0930 |
| Other * Female | -0.0194 | 0.0244 | 0.4290 |
| Male | Ref. | ||
| Female | 0.0560 | 0.0090 | <0.0001 |
| Female * Fat mass (kg) | 0.0049 | 0.0006 | <0.0001 |
| AA * Fat mass (kg) | 0.0010 | 0.0005 | 0.0570 |
| Hispanic * Fat mass (kg) | 0.0009 | 0.0004 | 0.0600 |
| Other * Fat mass (kg) | 0.0005 | 0.0010 | 0.6660 |
| Female * AA * Fat mass (kg) | -0.0017 | 0.0008 | 0.0400 |
| Female * Hispanic * Fat mass (kg) | -0.0014 | 0.0007 | 0.0620 |
| Female * Other * Fat mass (kg) | 0.0019 | 0.0016 | 0.2470 |
| Age | 0.0196 | 0.0008 | <0.0001 |
Fig 3Models of adiposity on lumbar spine bone mineral density (aBMD).
Graphical display of effect of sex interaction (A) and race/ethnicity interaction (B) 3-way interaction model for total fat mass (kg) with lumbar spine aBMD (C).