Abstract

Context:

A high prevalence of obesity has recently been reported in postmenopausal women with low trauma fracture, suggesting that higher bone mineral density (BMD) in obese individuals may not be protective against fracture.

Objective:

The aim of this study was to compare BMD and other risk factors for nonvertebral fracture in 1377 obese postmenopausal women.

Design:

Characteristics of obese women with and without incident nonvertebral fracture were investigated among the prospective cohort in the Study of Osteoporotic Fractures.

Setting:

The Study of Osteoporotic Fractures is a multicenter study of 9704 women (>99% Caucasian) aged 65 yr and over who were recruited between September 1986 and October 1988 from population-based listings at four U.S. clinical centers.

Main Outcome Measure:

The main outcome measure was nonvertebral fracture.

Results:

BMD T-scores in the spine, femoral neck, and total hip were significantly lower in obese women who experienced fractures than in obese women without fracture: mean differences, −0.56 [95% confidence interval (CI) = −0.73 to −0.39], −0.46 (95% CI = −0.57 to −0.36), and −0.51 (95% CI = −0.62 to −0.39), respectively (P < 0.0001 for all). A previous history of fracture [odds ratio = 1.69 (95% CI = 1.33–2.14); P < 0.0001] and femoral neck BMD [1.62 (95% CI = 1.42–1.85) per sd decrease in BMD; P < 0.0001] were independently associated with incident nonvertebral fracture.

Conclusions:

Obese postmenopausal women who sustain nonvertebral fractures have significantly lower BMD on average than obese women without fracture and are more likely to have a past history of fracture. Fractures in obese postmenopausal women thus exhibit some characteristics of fragility fractures.

Body mass index (BMI) is a major determinant of bone mineral density (BMD), and obesity is widely believed to protect against fracture (14). However, the higher BMD associated with obesity may reflect adaptation to increased mechanical demands on the skeleton and may not confer greater protection against fracture than lower BMD levels in leaner individuals, particularly in view of the greater trauma associated with falling in the obese population (58). Consistent with this hypothesis, we recently reported a high prevalence of obesity in postmenopausal women presenting to a fracture liaison service with low trauma fracture. Overall, 27.7% of those aged 75 yr or less were obese or morbidly obese, and over 80% had normal femoral neck BMD (T-score > −1), whereas osteoporosis was present in fewer than 2% (9).

If fractures in obese women reflect increased skeletal fragility, lower BMD values would be expected than in their obese counterparts without fracture. We have tested this hypothesis by comparing femoral neck BMD in obese postmenopausal women with and without incident nonvertebral fracture in the Study of Osteoporotic Fractures (SOF) cohort, a prospective population-based study of Caucasian postmenopausal women followed for a mean duration of 11.3 yr. We also investigated whether other risk factors for osteoporotic fractures, including previous fracture history, family history of fracture, lifestyle characteristics, neuromuscular function, physical activity, and fall frequency are associated with risk of nonvertebral fractures in obese postmenopausal women.

Subjects and Methods

Subjects

The SOF is a multicenter study of 9704 women (>99% Caucasian) aged 65 yr and over who were recruited between September 1986 and October 1988 from population-based listings at four U.S. clinical centers in Portland, OR; Minneapolis, MN; Baltimore, MD; and the Monongahela Valley near Pittsburgh, PA (10). Women were recruited irrespective of BMD and fracture history; those unable to walk without assistance and those with bilateral hip replacements were excluded. All participants provided informed consent, and the protocol was approved by the institutional review boards of the participating institutions.

From January 1989 to December 1990, all participants were invited to undergo a second evaluation. A total of 7978 of the 9339 women attending the second visit had a technically adequate measurement of BMD at the hip and spine. For most variables in this analysis, we used data from the second visit to provide baseline values because measurement of BMD at spine and hip was first made at this time. The exceptions were years of education and maternal history of fracture, information on which was obtained only at the first study visit.

Measurement and quality control procedures were rigorous (detailed elsewhere) and included a standardized protocol and clinic site training by the SOF Coordinating Center (11). Height was measured at the baseline visit with participants barefoot (or in thin socks) by a wall-mounted Harpenden stadiometer (Holtain Ltd., Dyved, UK) after a held full-inspiration in the Frankfort horizontal plane. Weight was measured in indoor clothing without shoes using a balance-beam scale. BMI was calculated by the formula weight in kilograms divided by the square of height in meters. Obesity was defined as a BMI of 30 kg/m2 or higher. Waist and hip circumferences were measured to the nearest 0.1 cm with steel tape; waist was defined at the midpoint between the highest point of the iliac crest and lowest part of the costal margin in the mid-axillary line, and hip circumference was measured at the level of the great trochanter (12).

Lean mass was estimated by the bioelectrical impedance method using Valhalla 1990B Bio-Resistance body composition analyzers (Valhalla Scientific, San Diego, CA). To standardize hydration for the measurement, participants were instructed to maintain a normal fluid balance and to abstain from vigorous activity, alcohol, and caffeine for 12 h before the clinic visit. Fat mass was calculated by subtracting lean mass from total weight; percent body fat was fat mass expressed as a percentage of total weight.

Other measurements included tests of neuromuscular function: grip and quadriceps strength, time to chair stands, tandem walk, and walk speed. Grip strength was assessed using a grip dynamometer (Preston Grip dynamometer; Takei Kiki Kogyo, Tokyo, Japan), and quadriceps strength was measured with an isometric leg extension chair with load cell. Gait speed (meters per second) was measured as the average time to complete two trials on a standard 6-m course at a usual pace. Finally, the chair stand test evaluated how long it took to stand up from a chair five times, without using arms.

Other potential covariates assessed included age, education level, physical activity, smoking habits, coffee drinking habits, age at menopause, family history of fractures, personal history of fracture after 50 yr of age, and falls during the previous year. Social support was evaluated by the Lubben Social Network Scale (13). Women were also asked about medical conditions such as diabetes mellitus, current medications, and therapy during the previous year with estrogen, vitamin D-containing supplements, calcium supplements, glucocorticoids, sleeping aids, and anxiolytic drugs.

At the second visit (1988–1990), dual-energy x-ray absorptiometry (DXA) was first available, and BMD of the proximal femur (total hip and its subregions) was measured using Hologic QDR 1000 scanners (Hologic, Bedford, MA). The coefficient of variation was 1.2% for both sites (14, 15). Total hip and femoral neck T-scores were calculated using the 20- to 29-yr-old non-Hispanic White NHANES III population as reference. For lumbar spine T-score calculation, the reference mean and sd were provided by Hologic (16).

Participants were contacted every 4 months by postcard (with phone follow-up for nonresponders) after the baseline exam to ascertain incident hip and other nonspine fractures; more than 95% of these contacts were completed. Incident nonspine fractures were physician-adjudicated from radiology reports. Pathological fractures (including peri-prosthetic) and fractures secondary to trauma (e.g. motor vehicle accident) were excluded.

Statistical analysis

Outcome variables were nonvertebral fractures, hip fractures, and wrist fractures. The univariate analysis was performed using a t test for normally distributed continuous variables, a Mann-Whitney U test for other continuous variables, or Fisher's Exact test for dichotomous variables. All variables with a P value < 0.05 were included in a logistic regression model following forwards model selection. This model was first performed with any nonvertebral fracture as outcome and then repeated with outcomes of hip and wrist fractures. Differences were considered significant when the two-tailed P value was <0.05. The statistical analysis was performed using the SPSS statistics package (SPSS, Inc., Chicago, IL) for Windows version 16.0.

Results

BMI was available in 7978 women. Of these, 1480 had a BMI of 30 kg/m2 or higher (obese), and information about incident nonvertebral fractures was available in 1377. Of these, 516 (37.5%) had at least one nonvertebral fracture during the follow-up period. Hip and wrist fractures occurred in 9.6 and 7.4%, respectively, and 83% of the fractures affected other sites [humerus (6.2%), ankle (4.0%), foot (3.7%), ribs (3.5%), pelvis (2.8%), and other (62.8%)]. The mean follow-up time was 11.3 (5.9) yr. The incidence of nonvertebral fractures in nonobese women [n = 5968; mean (sd) age was 71.6 (5.1) yr] was 44.3%.

At baseline, 9.5% of the obese women were on hormone replacement therapy. After 8 yr, the percentage was 13.1% and at 18 yr 1.8%. At yr 8, 2.9% of obese postmenopausal women were taking bisphosphonates, increasing to 13.0% at yr 18.

The prevalence of osteoporosis (femoral neck T-score ≤ −2.5) in obese women with incident fracture was 11.7%. Osteopenia (T-score −1 to −2.5) was present in 64.7% and normal BMD (T-score > −1) in 23.6%, compared with 4.6, 51.8, and 43.6% in obese women without fracture (P < 0.0001). The corresponding figures in nonobese women with incident fracture were 54.4, 40.3, and 5.3%. The mean femoral neck T-score in obese women with fracture was −1.52 [95% confidence interval (CI) = −1.59 to −1.44) and in nonobese women with fracture was −2.03 (95% CI = −2.06 to −2.0) (P < 0.0001).

Personal fracture history after age 50 yr and lower femoral neck BMD [mean 0.68 (0.11) vs. 0.73 (0.12) g/cm2; mean difference (95% CI) = −0.056 (−0.043 to −0.068)] were associated with nonvertebral fractures in the univariate analysis. There was no difference in age, weight, waist to hip ratio, years of education, social support network, tobacco use, menopausal age, parental fracture, physical activity, or whole-body fat measurement between obese women with and without nonvertebral fracture. Although there was a tendency for women with nonvertebral fractures to be nonestrogen users, to have worse neuromuscular function, and to report diabetes mellitus, use of sleeping medications, and falls in the past year, none of these associations were statistically significant. Family history of fracture was not a significant risk factor for fragility fracture in obese women. These data are shown in Table 1. Unadjusted odds ratios (OR) for fractures in obese and nonobese women according to previous fracture, family history, and BMD are shown in Table 2.

Table 1

Characteristics of the obese population according to the presence or absence of incident nonvertebral fracture

Women with fracture (37.5%)Women without fracture (62.5%)P
Age (yr)72.8 (4.6)72.3 (4.4)0.08
Weight (kg)83.0 (8.8)83.8 (9.1)0.09
Waist to hip ratio0.87 (0.07)0.88 (0.07)0.51
Years of education12.1 (2.8)12.1 (2.7)0.89
Social support network (Lubben Social Network Scale)3.2 (0.7)3.2 (0.7)0.62
Personal fracture history after age 50 yr50.233.1<0.0001
Maternal history of fracture after age 50 yr27.427.60.51
Current cigarette smoking4.55.70.38
Currently drinking coffee66.465.00.66
Menopausal status
    Years after menopause23.1 (7.5)22.3 (7.6)0.08
Medical conditions
    Diabetes (%)14.110.80.07
Medications
    Oral estrogens (%)7.411.00.03
    Vitamin D-containing supplements (%)37.535.20.412
    Calcium supplements (%)33.629.90.17
    Use of sleep medication (%)15.912.10.05
    Use of anxiety medication (%)13.914.30.87
    Use of glucocorticoids (%)2.92.91.0
Physical activity
    Walking for exercise (yes/no) (%)34.041.00.48
Neuromuscular function and physical performance
    Grip strength (kg)19.0 (4.8)19.7 (4.9)0.02
    Time chair stands (sec)13.1 (5.0)13.0 (4.8)0.74
    Quadriceps strength (kg)28.4 (12.7)30.4 (13.7)0.01
    Tandem walk (sec)13.5 (6.6)12.8 (6.5)0.01
    Walk speed (m/sec)0.827 (0.21)0.850 (0.20)0.05
Whole-body fat measurement
    Fat-free mass (kg)44.6 (4.1)45.1 (4.2)0.04
    Fat mass (%)46.1 (3.1)46.0 (3.2)0.91
DXA
    Femoral neck T-score−1.52 (0.89)−1.05 (0.96)<0.0001
    Total hip T-score−1.12 (1.03)−0.60 (1.03)<0.0001
    Lumbar spine T-score−1.26 (1.48)−0.70 (1.53)<0.0001
Falls
    Falls history in year before evaluation (%)34.028.00.05
    More than two falls in the year before evaluation (%)14.611.30.08
Women with fracture (37.5%)Women without fracture (62.5%)P
Age (yr)72.8 (4.6)72.3 (4.4)0.08
Weight (kg)83.0 (8.8)83.8 (9.1)0.09
Waist to hip ratio0.87 (0.07)0.88 (0.07)0.51
Years of education12.1 (2.8)12.1 (2.7)0.89
Social support network (Lubben Social Network Scale)3.2 (0.7)3.2 (0.7)0.62
Personal fracture history after age 50 yr50.233.1<0.0001
Maternal history of fracture after age 50 yr27.427.60.51
Current cigarette smoking4.55.70.38
Currently drinking coffee66.465.00.66
Menopausal status
    Years after menopause23.1 (7.5)22.3 (7.6)0.08
Medical conditions
    Diabetes (%)14.110.80.07
Medications
    Oral estrogens (%)7.411.00.03
    Vitamin D-containing supplements (%)37.535.20.412
    Calcium supplements (%)33.629.90.17
    Use of sleep medication (%)15.912.10.05
    Use of anxiety medication (%)13.914.30.87
    Use of glucocorticoids (%)2.92.91.0
Physical activity
    Walking for exercise (yes/no) (%)34.041.00.48
Neuromuscular function and physical performance
    Grip strength (kg)19.0 (4.8)19.7 (4.9)0.02
    Time chair stands (sec)13.1 (5.0)13.0 (4.8)0.74
    Quadriceps strength (kg)28.4 (12.7)30.4 (13.7)0.01
    Tandem walk (sec)13.5 (6.6)12.8 (6.5)0.01
    Walk speed (m/sec)0.827 (0.21)0.850 (0.20)0.05
Whole-body fat measurement
    Fat-free mass (kg)44.6 (4.1)45.1 (4.2)0.04
    Fat mass (%)46.1 (3.1)46.0 (3.2)0.91
DXA
    Femoral neck T-score−1.52 (0.89)−1.05 (0.96)<0.0001
    Total hip T-score−1.12 (1.03)−0.60 (1.03)<0.0001
    Lumbar spine T-score−1.26 (1.48)−0.70 (1.53)<0.0001
Falls
    Falls history in year before evaluation (%)34.028.00.05
    More than two falls in the year before evaluation (%)14.611.30.08

Results are shown as means (sd) or percent. The variables present in this table refer to the second study evaluation with the exception of years of education and maternal history of fracture after age 50 yr, which were documented in the first study evaluation.

Table 1

Characteristics of the obese population according to the presence or absence of incident nonvertebral fracture

Women with fracture (37.5%)Women without fracture (62.5%)P
Age (yr)72.8 (4.6)72.3 (4.4)0.08
Weight (kg)83.0 (8.8)83.8 (9.1)0.09
Waist to hip ratio0.87 (0.07)0.88 (0.07)0.51
Years of education12.1 (2.8)12.1 (2.7)0.89
Social support network (Lubben Social Network Scale)3.2 (0.7)3.2 (0.7)0.62
Personal fracture history after age 50 yr50.233.1<0.0001
Maternal history of fracture after age 50 yr27.427.60.51
Current cigarette smoking4.55.70.38
Currently drinking coffee66.465.00.66
Menopausal status
    Years after menopause23.1 (7.5)22.3 (7.6)0.08
Medical conditions
    Diabetes (%)14.110.80.07
Medications
    Oral estrogens (%)7.411.00.03
    Vitamin D-containing supplements (%)37.535.20.412
    Calcium supplements (%)33.629.90.17
    Use of sleep medication (%)15.912.10.05
    Use of anxiety medication (%)13.914.30.87
    Use of glucocorticoids (%)2.92.91.0
Physical activity
    Walking for exercise (yes/no) (%)34.041.00.48
Neuromuscular function and physical performance
    Grip strength (kg)19.0 (4.8)19.7 (4.9)0.02
    Time chair stands (sec)13.1 (5.0)13.0 (4.8)0.74
    Quadriceps strength (kg)28.4 (12.7)30.4 (13.7)0.01
    Tandem walk (sec)13.5 (6.6)12.8 (6.5)0.01
    Walk speed (m/sec)0.827 (0.21)0.850 (0.20)0.05
Whole-body fat measurement
    Fat-free mass (kg)44.6 (4.1)45.1 (4.2)0.04
    Fat mass (%)46.1 (3.1)46.0 (3.2)0.91
DXA
    Femoral neck T-score−1.52 (0.89)−1.05 (0.96)<0.0001
    Total hip T-score−1.12 (1.03)−0.60 (1.03)<0.0001
    Lumbar spine T-score−1.26 (1.48)−0.70 (1.53)<0.0001
Falls
    Falls history in year before evaluation (%)34.028.00.05
    More than two falls in the year before evaluation (%)14.611.30.08
Women with fracture (37.5%)Women without fracture (62.5%)P
Age (yr)72.8 (4.6)72.3 (4.4)0.08
Weight (kg)83.0 (8.8)83.8 (9.1)0.09
Waist to hip ratio0.87 (0.07)0.88 (0.07)0.51
Years of education12.1 (2.8)12.1 (2.7)0.89
Social support network (Lubben Social Network Scale)3.2 (0.7)3.2 (0.7)0.62
Personal fracture history after age 50 yr50.233.1<0.0001
Maternal history of fracture after age 50 yr27.427.60.51
Current cigarette smoking4.55.70.38
Currently drinking coffee66.465.00.66
Menopausal status
    Years after menopause23.1 (7.5)22.3 (7.6)0.08
Medical conditions
    Diabetes (%)14.110.80.07
Medications
    Oral estrogens (%)7.411.00.03
    Vitamin D-containing supplements (%)37.535.20.412
    Calcium supplements (%)33.629.90.17
    Use of sleep medication (%)15.912.10.05
    Use of anxiety medication (%)13.914.30.87
    Use of glucocorticoids (%)2.92.91.0
Physical activity
    Walking for exercise (yes/no) (%)34.041.00.48
Neuromuscular function and physical performance
    Grip strength (kg)19.0 (4.8)19.7 (4.9)0.02
    Time chair stands (sec)13.1 (5.0)13.0 (4.8)0.74
    Quadriceps strength (kg)28.4 (12.7)30.4 (13.7)0.01
    Tandem walk (sec)13.5 (6.6)12.8 (6.5)0.01
    Walk speed (m/sec)0.827 (0.21)0.850 (0.20)0.05
Whole-body fat measurement
    Fat-free mass (kg)44.6 (4.1)45.1 (4.2)0.04
    Fat mass (%)46.1 (3.1)46.0 (3.2)0.91
DXA
    Femoral neck T-score−1.52 (0.89)−1.05 (0.96)<0.0001
    Total hip T-score−1.12 (1.03)−0.60 (1.03)<0.0001
    Lumbar spine T-score−1.26 (1.48)−0.70 (1.53)<0.0001
Falls
    Falls history in year before evaluation (%)34.028.00.05
    More than two falls in the year before evaluation (%)14.611.30.08

Results are shown as means (sd) or percent. The variables present in this table refer to the second study evaluation with the exception of years of education and maternal history of fracture after age 50 yr, which were documented in the first study evaluation.

Table 2

Unadjusted OR of incident nonvertebral fracture according to previous fracture history, family history of fracture, and BMD in nonobese and obese women

Nonobese women (BMI < 30 kg/m2)Obese women (BMI ≥ 30 kg/m2)
Personal fracture history after age 50 yr1.73 (1.55–1.91)2.04 (1.63–2.55)
Maternal history of fracture after age 50 yr1.29 (1.14–1.47)0.95 (0.72–1.25)
Femoral neck BMD (per 1 sd decrease)1.60 (1.47–1.75)2.02 (1.77–2.32)
Osteopenia1.74 (1.41–2.14)1.74 (1.31–2.30)
Osteoporosis3.03 (2.45–3.74)3.66 (2.60–5.14)
Nonobese women (BMI < 30 kg/m2)Obese women (BMI ≥ 30 kg/m2)
Personal fracture history after age 50 yr1.73 (1.55–1.91)2.04 (1.63–2.55)
Maternal history of fracture after age 50 yr1.29 (1.14–1.47)0.95 (0.72–1.25)
Femoral neck BMD (per 1 sd decrease)1.60 (1.47–1.75)2.02 (1.77–2.32)
Osteopenia1.74 (1.41–2.14)1.74 (1.31–2.30)
Osteoporosis3.03 (2.45–3.74)3.66 (2.60–5.14)

Results are shown as OR (95% CI).

Table 2

Unadjusted OR of incident nonvertebral fracture according to previous fracture history, family history of fracture, and BMD in nonobese and obese women

Nonobese women (BMI < 30 kg/m2)Obese women (BMI ≥ 30 kg/m2)
Personal fracture history after age 50 yr1.73 (1.55–1.91)2.04 (1.63–2.55)
Maternal history of fracture after age 50 yr1.29 (1.14–1.47)0.95 (0.72–1.25)
Femoral neck BMD (per 1 sd decrease)1.60 (1.47–1.75)2.02 (1.77–2.32)
Osteopenia1.74 (1.41–2.14)1.74 (1.31–2.30)
Osteoporosis3.03 (2.45–3.74)3.66 (2.60–5.14)
Nonobese women (BMI < 30 kg/m2)Obese women (BMI ≥ 30 kg/m2)
Personal fracture history after age 50 yr1.73 (1.55–1.91)2.04 (1.63–2.55)
Maternal history of fracture after age 50 yr1.29 (1.14–1.47)0.95 (0.72–1.25)
Femoral neck BMD (per 1 sd decrease)1.60 (1.47–1.75)2.02 (1.77–2.32)
Osteopenia1.74 (1.41–2.14)1.74 (1.31–2.30)
Osteoporosis3.03 (2.45–3.74)3.66 (2.60–5.14)

Results are shown as OR (95% CI).

All obese women lost weight during the follow-up period. After 8 yr of follow-up, obese women with fractures had lost [median (interquartile range)] = −22.2% (−34.0 to −11.2) of their weight vs. −21.9% (−32.1 to −10.9) in women without a fracture (P = 0.6). At the end of the follow-up period, weight loss was −28% (−37.9 to −15.4) in women with an incident fracture vs. −23.2 (−35.6 to −14.4) in women without a fracture (P = 0.2). The OR of fractures for 10% weight loss in 8 yr follow-up was 0.78 (95% CI = 0.30–2.02).

When univariate analysis was repeated for hip fracture as an outcome, women with incident hip fracture were significantly older, had been menopausal for longer, were more likely to have a previous fracture history after 50 yr of age, and had lower BMD [femoral neck 0.63 (0.09) vs. 0.72 (0.11) g/cm2] (Table 3). Walk speed and fat mass were significantly lower in women with than without incident hip fracture. When wrist fractures were considered as the outcome, incident wrist fracture was associated with a significantly higher age, greater menopausal age, lower waist to hip ratio, higher prevalence of previous fracture after 50 yr and significantly lower femoral neck BMD [0.64 (0.10) vs. 0.72 (0.12) g/cm2] (Table 4). No other association between characteristics and incident hip or wrist fracture was observed in these secondary analyses.

Table 3

Characteristics of the obese population according to the presence or absence of incident hip fracture

Women with fracture (9.6%)Women without fracture (90.4%)P
Age (yr)74.0 (4.6)72.3 (4.4)<0.0001
Weight (kg)81.7 (7.3)83.7 (9.1)0.01
Waist to hip ratio0.88 (0.07)0.87 (0.07)0.10
Years of education11.8 (3.0)12.2 (2.7)0.16
Social support network (Lubben Social Network Scale)3.12 (0.73)3.24 (0.71)0.09
Personal fracture history after age 50 yr (%)54.938.6<0.0001
Maternal history of fracture after age 50 yr (%)33.727.00.16
Current cigarette smoking (%)3.65.90.43
Currently drinking coffee (%)71.864.50.13
Menopausal status
    Years after menopause24.1 (7.3)22.4 (7.7)0.01
Medical conditions
    Diabetes (%)16.911.70.08
Medications
    Oral estrogens (%)6.49.80.23
    Vitamin D-containing supplements (%)34.435.70.71
    Calcium supplements (%)30.231.10.92
    Use of sleep medication (%)18.013.40.15
    Use of anxiety medication (%)9.314.80.08
    Use of glucocorticoids (%)3.73.20.80
Physical activity
    Walking for exercise (yes/no) (%)37.561.21.0
Neuromuscular function and physical performance
    Grip strength (kg)19.1 (4.8)19.4 (4.8)0.37
    Time chair stands (sec)12.9 (4.7)13.0 (4.9)0.81
    Quadriceps strength (kg)28.4 (13.4)29.8 (13.4)0.27
    Tandem walk (sec)14.0 (6.8)13.0 (6.6)0.08
    Walk speed (m/sec)0.803 (0.21)0.847 (0.21)0.02
Whole-body fat measurement
    Fat-free mass (kg)44.4 (3.85)45.0 (4.22)0.08
    Fat mass (%)45.5 (2.92)46.1 (3.20)0.02
DXA
    Femoral neck T-score−1.87 (0.75)−1.16 (0.96)<0.0001
    Total hip T-score−1.58 (0.83)−0.73 (1.06)<0.0001
    Lumbar spine T-score−1.50 (1.49)−0.86 (1.54)<0.0001
Falls
    Falls history in year before evaluation (%)27.931.00.50
    More than two falls in the year before evaluation (%)9.312.80.28
Women with fracture (9.6%)Women without fracture (90.4%)P
Age (yr)74.0 (4.6)72.3 (4.4)<0.0001
Weight (kg)81.7 (7.3)83.7 (9.1)0.01
Waist to hip ratio0.88 (0.07)0.87 (0.07)0.10
Years of education11.8 (3.0)12.2 (2.7)0.16
Social support network (Lubben Social Network Scale)3.12 (0.73)3.24 (0.71)0.09
Personal fracture history after age 50 yr (%)54.938.6<0.0001
Maternal history of fracture after age 50 yr (%)33.727.00.16
Current cigarette smoking (%)3.65.90.43
Currently drinking coffee (%)71.864.50.13
Menopausal status
    Years after menopause24.1 (7.3)22.4 (7.7)0.01
Medical conditions
    Diabetes (%)16.911.70.08
Medications
    Oral estrogens (%)6.49.80.23
    Vitamin D-containing supplements (%)34.435.70.71
    Calcium supplements (%)30.231.10.92
    Use of sleep medication (%)18.013.40.15
    Use of anxiety medication (%)9.314.80.08
    Use of glucocorticoids (%)3.73.20.80
Physical activity
    Walking for exercise (yes/no) (%)37.561.21.0
Neuromuscular function and physical performance
    Grip strength (kg)19.1 (4.8)19.4 (4.8)0.37
    Time chair stands (sec)12.9 (4.7)13.0 (4.9)0.81
    Quadriceps strength (kg)28.4 (13.4)29.8 (13.4)0.27
    Tandem walk (sec)14.0 (6.8)13.0 (6.6)0.08
    Walk speed (m/sec)0.803 (0.21)0.847 (0.21)0.02
Whole-body fat measurement
    Fat-free mass (kg)44.4 (3.85)45.0 (4.22)0.08
    Fat mass (%)45.5 (2.92)46.1 (3.20)0.02
DXA
    Femoral neck T-score−1.87 (0.75)−1.16 (0.96)<0.0001
    Total hip T-score−1.58 (0.83)−0.73 (1.06)<0.0001
    Lumbar spine T-score−1.50 (1.49)−0.86 (1.54)<0.0001
Falls
    Falls history in year before evaluation (%)27.931.00.50
    More than two falls in the year before evaluation (%)9.312.80.28

Results are shown as mean (sd) or percent. The variables present in this table refer to the second study evaluation with the exception of years of education and maternal history of fracture after age 50 yr, which were documented in the first study evaluation.

Table 3

Characteristics of the obese population according to the presence or absence of incident hip fracture

Women with fracture (9.6%)Women without fracture (90.4%)P
Age (yr)74.0 (4.6)72.3 (4.4)<0.0001
Weight (kg)81.7 (7.3)83.7 (9.1)0.01
Waist to hip ratio0.88 (0.07)0.87 (0.07)0.10
Years of education11.8 (3.0)12.2 (2.7)0.16
Social support network (Lubben Social Network Scale)3.12 (0.73)3.24 (0.71)0.09
Personal fracture history after age 50 yr (%)54.938.6<0.0001
Maternal history of fracture after age 50 yr (%)33.727.00.16
Current cigarette smoking (%)3.65.90.43
Currently drinking coffee (%)71.864.50.13
Menopausal status
    Years after menopause24.1 (7.3)22.4 (7.7)0.01
Medical conditions
    Diabetes (%)16.911.70.08
Medications
    Oral estrogens (%)6.49.80.23
    Vitamin D-containing supplements (%)34.435.70.71
    Calcium supplements (%)30.231.10.92
    Use of sleep medication (%)18.013.40.15
    Use of anxiety medication (%)9.314.80.08
    Use of glucocorticoids (%)3.73.20.80
Physical activity
    Walking for exercise (yes/no) (%)37.561.21.0
Neuromuscular function and physical performance
    Grip strength (kg)19.1 (4.8)19.4 (4.8)0.37
    Time chair stands (sec)12.9 (4.7)13.0 (4.9)0.81
    Quadriceps strength (kg)28.4 (13.4)29.8 (13.4)0.27
    Tandem walk (sec)14.0 (6.8)13.0 (6.6)0.08
    Walk speed (m/sec)0.803 (0.21)0.847 (0.21)0.02
Whole-body fat measurement
    Fat-free mass (kg)44.4 (3.85)45.0 (4.22)0.08
    Fat mass (%)45.5 (2.92)46.1 (3.20)0.02
DXA
    Femoral neck T-score−1.87 (0.75)−1.16 (0.96)<0.0001
    Total hip T-score−1.58 (0.83)−0.73 (1.06)<0.0001
    Lumbar spine T-score−1.50 (1.49)−0.86 (1.54)<0.0001
Falls
    Falls history in year before evaluation (%)27.931.00.50
    More than two falls in the year before evaluation (%)9.312.80.28
Women with fracture (9.6%)Women without fracture (90.4%)P
Age (yr)74.0 (4.6)72.3 (4.4)<0.0001
Weight (kg)81.7 (7.3)83.7 (9.1)0.01
Waist to hip ratio0.88 (0.07)0.87 (0.07)0.10
Years of education11.8 (3.0)12.2 (2.7)0.16
Social support network (Lubben Social Network Scale)3.12 (0.73)3.24 (0.71)0.09
Personal fracture history after age 50 yr (%)54.938.6<0.0001
Maternal history of fracture after age 50 yr (%)33.727.00.16
Current cigarette smoking (%)3.65.90.43
Currently drinking coffee (%)71.864.50.13
Menopausal status
    Years after menopause24.1 (7.3)22.4 (7.7)0.01
Medical conditions
    Diabetes (%)16.911.70.08
Medications
    Oral estrogens (%)6.49.80.23
    Vitamin D-containing supplements (%)34.435.70.71
    Calcium supplements (%)30.231.10.92
    Use of sleep medication (%)18.013.40.15
    Use of anxiety medication (%)9.314.80.08
    Use of glucocorticoids (%)3.73.20.80
Physical activity
    Walking for exercise (yes/no) (%)37.561.21.0
Neuromuscular function and physical performance
    Grip strength (kg)19.1 (4.8)19.4 (4.8)0.37
    Time chair stands (sec)12.9 (4.7)13.0 (4.9)0.81
    Quadriceps strength (kg)28.4 (13.4)29.8 (13.4)0.27
    Tandem walk (sec)14.0 (6.8)13.0 (6.6)0.08
    Walk speed (m/sec)0.803 (0.21)0.847 (0.21)0.02
Whole-body fat measurement
    Fat-free mass (kg)44.4 (3.85)45.0 (4.22)0.08
    Fat mass (%)45.5 (2.92)46.1 (3.20)0.02
DXA
    Femoral neck T-score−1.87 (0.75)−1.16 (0.96)<0.0001
    Total hip T-score−1.58 (0.83)−0.73 (1.06)<0.0001
    Lumbar spine T-score−1.50 (1.49)−0.86 (1.54)<0.0001
Falls
    Falls history in year before evaluation (%)27.931.00.50
    More than two falls in the year before evaluation (%)9.312.80.28

Results are shown as mean (sd) or percent. The variables present in this table refer to the second study evaluation with the exception of years of education and maternal history of fracture after age 50 yr, which were documented in the first study evaluation.

Table 4

Characteristics of the obese population according to the presence or absence of incident wrist fracture

Women with fracture (7.4%)Women without fracture (92.6%)P
Age (yr)73.4 (4.9)72.4 (4.4)0.03
Weight (kg)83.3 (8.4)83.6 (9.0)0.70
Waist to hip ratio0.86 (0.06)0.88 (0.07)0.002
Years of education12.0 (2.6)12.2 (2.7)0.11
Social support network (Lubben Social Network Scale)3.19 (0.71)3.23 (0.71)0.63
Personal fracture history after age 50 yr (%)57.838.5<0.0001
Maternal history of fracture after age 50 yr (%)18.828.20.07
Current cigarette smoking (%)5.55.30.83
Currently drinking coffee (%)75.664.40.038
Menopausal status
    Years after menopause24.9 (8.4)22.4 (7.5)0.006
Medical conditions
    Diabetes (%)10.112.30.65
Medications
    Oral estrogens (%)6.49.80.31
    Vitamin D-containing supplements (%)33.935.90.76
    Calcium supplements (%)34.330.70.45
    Use of sleep medication (%)21.113.20.03
    Use of anxiety medication (%)20.213.80.09
    Use of glucocorticoids (%)1.83.30.58
Physical activity
    Walking for exercise (yes/no) (%)37.537.71.0
Neuromuscular function and physical performance
    Grip strength (kg)18.7 (4.5)19.5 (4.9)0.10
    Time chair stands (sec)13.4 (5.5)12.9 (4.9)0.69
    Quadriceps strength (kg)27.5 (12.1)29.8 (13.5)0.07
    Tandem walk (sec)14.2 (7.5)13.0 (6.5)0.10
    Walk speed (m/sec)0.79 (0.22)0.85 (0.20)0.01
Whole-body fat measurement
    Fat-free mass (kg)44.9 (4.0)45.0 (4.2)0.87
    Fat mass (%)45.8 (3.3)46.1 (3.2)0.39
DXA
    Femoral neck T-score−1.61 (0.86)−1.20 (0.96)<0.0001
    Total hip T-score−1.12 (1.01)−0.78 (1.07)0.002
    Lumbar spine T-score−1.29 (1.42)−0.89 (1.54)0.006
Falls
    Falls history in year before evaluation (%)31.230.80.92
    More than two falls in the year before evaluation (%)13.812.40.39
Women with fracture (7.4%)Women without fracture (92.6%)P
Age (yr)73.4 (4.9)72.4 (4.4)0.03
Weight (kg)83.3 (8.4)83.6 (9.0)0.70
Waist to hip ratio0.86 (0.06)0.88 (0.07)0.002
Years of education12.0 (2.6)12.2 (2.7)0.11
Social support network (Lubben Social Network Scale)3.19 (0.71)3.23 (0.71)0.63
Personal fracture history after age 50 yr (%)57.838.5<0.0001
Maternal history of fracture after age 50 yr (%)18.828.20.07
Current cigarette smoking (%)5.55.30.83
Currently drinking coffee (%)75.664.40.038
Menopausal status
    Years after menopause24.9 (8.4)22.4 (7.5)0.006
Medical conditions
    Diabetes (%)10.112.30.65
Medications
    Oral estrogens (%)6.49.80.31
    Vitamin D-containing supplements (%)33.935.90.76
    Calcium supplements (%)34.330.70.45
    Use of sleep medication (%)21.113.20.03
    Use of anxiety medication (%)20.213.80.09
    Use of glucocorticoids (%)1.83.30.58
Physical activity
    Walking for exercise (yes/no) (%)37.537.71.0
Neuromuscular function and physical performance
    Grip strength (kg)18.7 (4.5)19.5 (4.9)0.10
    Time chair stands (sec)13.4 (5.5)12.9 (4.9)0.69
    Quadriceps strength (kg)27.5 (12.1)29.8 (13.5)0.07
    Tandem walk (sec)14.2 (7.5)13.0 (6.5)0.10
    Walk speed (m/sec)0.79 (0.22)0.85 (0.20)0.01
Whole-body fat measurement
    Fat-free mass (kg)44.9 (4.0)45.0 (4.2)0.87
    Fat mass (%)45.8 (3.3)46.1 (3.2)0.39
DXA
    Femoral neck T-score−1.61 (0.86)−1.20 (0.96)<0.0001
    Total hip T-score−1.12 (1.01)−0.78 (1.07)0.002
    Lumbar spine T-score−1.29 (1.42)−0.89 (1.54)0.006
Falls
    Falls history in year before evaluation (%)31.230.80.92
    More than two falls in the year before evaluation (%)13.812.40.39

Results are shown as mean (sd) or percent. The variables present in this table refer to the second study evaluation, with the exception of years of education and maternal history of fracture after age 50 yr, which were documented in the first study evaluation.

Table 4

Characteristics of the obese population according to the presence or absence of incident wrist fracture

Women with fracture (7.4%)Women without fracture (92.6%)P
Age (yr)73.4 (4.9)72.4 (4.4)0.03
Weight (kg)83.3 (8.4)83.6 (9.0)0.70
Waist to hip ratio0.86 (0.06)0.88 (0.07)0.002
Years of education12.0 (2.6)12.2 (2.7)0.11
Social support network (Lubben Social Network Scale)3.19 (0.71)3.23 (0.71)0.63
Personal fracture history after age 50 yr (%)57.838.5<0.0001
Maternal history of fracture after age 50 yr (%)18.828.20.07
Current cigarette smoking (%)5.55.30.83
Currently drinking coffee (%)75.664.40.038
Menopausal status
    Years after menopause24.9 (8.4)22.4 (7.5)0.006
Medical conditions
    Diabetes (%)10.112.30.65
Medications
    Oral estrogens (%)6.49.80.31
    Vitamin D-containing supplements (%)33.935.90.76
    Calcium supplements (%)34.330.70.45
    Use of sleep medication (%)21.113.20.03
    Use of anxiety medication (%)20.213.80.09
    Use of glucocorticoids (%)1.83.30.58
Physical activity
    Walking for exercise (yes/no) (%)37.537.71.0
Neuromuscular function and physical performance
    Grip strength (kg)18.7 (4.5)19.5 (4.9)0.10
    Time chair stands (sec)13.4 (5.5)12.9 (4.9)0.69
    Quadriceps strength (kg)27.5 (12.1)29.8 (13.5)0.07
    Tandem walk (sec)14.2 (7.5)13.0 (6.5)0.10
    Walk speed (m/sec)0.79 (0.22)0.85 (0.20)0.01
Whole-body fat measurement
    Fat-free mass (kg)44.9 (4.0)45.0 (4.2)0.87
    Fat mass (%)45.8 (3.3)46.1 (3.2)0.39
DXA
    Femoral neck T-score−1.61 (0.86)−1.20 (0.96)<0.0001
    Total hip T-score−1.12 (1.01)−0.78 (1.07)0.002
    Lumbar spine T-score−1.29 (1.42)−0.89 (1.54)0.006
Falls
    Falls history in year before evaluation (%)31.230.80.92
    More than two falls in the year before evaluation (%)13.812.40.39
Women with fracture (7.4%)Women without fracture (92.6%)P
Age (yr)73.4 (4.9)72.4 (4.4)0.03
Weight (kg)83.3 (8.4)83.6 (9.0)0.70
Waist to hip ratio0.86 (0.06)0.88 (0.07)0.002
Years of education12.0 (2.6)12.2 (2.7)0.11
Social support network (Lubben Social Network Scale)3.19 (0.71)3.23 (0.71)0.63
Personal fracture history after age 50 yr (%)57.838.5<0.0001
Maternal history of fracture after age 50 yr (%)18.828.20.07
Current cigarette smoking (%)5.55.30.83
Currently drinking coffee (%)75.664.40.038
Menopausal status
    Years after menopause24.9 (8.4)22.4 (7.5)0.006
Medical conditions
    Diabetes (%)10.112.30.65
Medications
    Oral estrogens (%)6.49.80.31
    Vitamin D-containing supplements (%)33.935.90.76
    Calcium supplements (%)34.330.70.45
    Use of sleep medication (%)21.113.20.03
    Use of anxiety medication (%)20.213.80.09
    Use of glucocorticoids (%)1.83.30.58
Physical activity
    Walking for exercise (yes/no) (%)37.537.71.0
Neuromuscular function and physical performance
    Grip strength (kg)18.7 (4.5)19.5 (4.9)0.10
    Time chair stands (sec)13.4 (5.5)12.9 (4.9)0.69
    Quadriceps strength (kg)27.5 (12.1)29.8 (13.5)0.07
    Tandem walk (sec)14.2 (7.5)13.0 (6.5)0.10
    Walk speed (m/sec)0.79 (0.22)0.85 (0.20)0.01
Whole-body fat measurement
    Fat-free mass (kg)44.9 (4.0)45.0 (4.2)0.87
    Fat mass (%)45.8 (3.3)46.1 (3.2)0.39
DXA
    Femoral neck T-score−1.61 (0.86)−1.20 (0.96)<0.0001
    Total hip T-score−1.12 (1.01)−0.78 (1.07)0.002
    Lumbar spine T-score−1.29 (1.42)−0.89 (1.54)0.006
Falls
    Falls history in year before evaluation (%)31.230.80.92
    More than two falls in the year before evaluation (%)13.812.40.39

Results are shown as mean (sd) or percent. The variables present in this table refer to the second study evaluation, with the exception of years of education and maternal history of fracture after age 50 yr, which were documented in the first study evaluation.

Logistic regression confirmed that previous fracture history after age 50 yr and lower femoral neck BMD were independently associated with incident nonvertebral fractures in obese women. Obese women with a history of prevalent fracture were almost 1.7 times more likely to experience nonvertebral fracture [OR (95% CI) = 1.69 (1.33–2.14); P < 0.0001], and each sd decrease in BMD was associated with a 1.6-fold increase in the odds of nonvertebral fracture [1.62 (1.42–1.85); P < 0.0001]. The nonsignificant variables removed from the final model were oral estrogens, use of sleep medication, quadriceps strength, tandem walk, walk speed, fat-free mass, and falls history in the year before evaluation.

Only lower femoral neck BMD was an independent risk factor for hip fracture [OR = 2.61 (2.07–3.30) per 1 sd decrease in BMD; P < 0.0001]. Age, weight, personal fracture history after age 50 yr, years after menopause, walk speed, and fat mass were not associated with hip fracture.

Both a previous fracture history after age 50 yr and lower femoral neck BMD were associated with incident wrist fracture. In addition, number of years after menopause, waist to hip ratio, and the use of sleep medication were also associated with wrist fractures in this model (Table 5). These results were unchanged by introduction of an interaction term between fracture history and femoral neck T-score in the models (data not shown).

Table 5

Final logistic regression model for risk factors for incident wrist fracture in obese women after forward model selection with likelihood ratio testing at the 5% significance level

OR (95% CI)P
Personal fracture history after 50 yr old1.65 (1.03–2.66)0.038
Femoral neck BMD (per 1 sd decrease)1.40 (1.07–1.84)0.015
Years after menopause (per 1 yr increase)1.04 (1.01–1.07)0.014
Waist to hip ratio (per 0.1 increase)0.58 (0.41–0.81)0.002
Use of sleep medication in the year before evaluation1.99 (1.11–3.57)0.021
OR (95% CI)P
Personal fracture history after 50 yr old1.65 (1.03–2.66)0.038
Femoral neck BMD (per 1 sd decrease)1.40 (1.07–1.84)0.015
Years after menopause (per 1 yr increase)1.04 (1.01–1.07)0.014
Waist to hip ratio (per 0.1 increase)0.58 (0.41–0.81)0.002
Use of sleep medication in the year before evaluation1.99 (1.11–3.57)0.021

Variables included in the model are age, waist to hip ratio, personal fracture history after age 50 yr, currently drinking coffee, years after menopause, use of sleep medication, walk speed, and femoral neck BMD. Nonsignificant variables removed from the final model are age, currently drinking coffee, and walk speed.

Table 5

Final logistic regression model for risk factors for incident wrist fracture in obese women after forward model selection with likelihood ratio testing at the 5% significance level

OR (95% CI)P
Personal fracture history after 50 yr old1.65 (1.03–2.66)0.038
Femoral neck BMD (per 1 sd decrease)1.40 (1.07–1.84)0.015
Years after menopause (per 1 yr increase)1.04 (1.01–1.07)0.014
Waist to hip ratio (per 0.1 increase)0.58 (0.41–0.81)0.002
Use of sleep medication in the year before evaluation1.99 (1.11–3.57)0.021
OR (95% CI)P
Personal fracture history after 50 yr old1.65 (1.03–2.66)0.038
Femoral neck BMD (per 1 sd decrease)1.40 (1.07–1.84)0.015
Years after menopause (per 1 yr increase)1.04 (1.01–1.07)0.014
Waist to hip ratio (per 0.1 increase)0.58 (0.41–0.81)0.002
Use of sleep medication in the year before evaluation1.99 (1.11–3.57)0.021

Variables included in the model are age, waist to hip ratio, personal fracture history after age 50 yr, currently drinking coffee, years after menopause, use of sleep medication, walk speed, and femoral neck BMD. Nonsignificant variables removed from the final model are age, currently drinking coffee, and walk speed.

Nonvertebral fractures other than hip and wrist fractures were also associated with lower BMD and previous fracture history in obese women. The regression model showed an OR (95% CI) of 5.05 (4.28–5.97) per sd decrease in femoral neck BMD and 1.33 (1.02–1.75) for previous fracture history.

Discussion

Our results suggest that nonvertebral fractures in obese postmenopausal women exhibit some characteristics of fragility fractures, being associated with significantly lower femoral neck BMD and a higher prevalence of previous fracture than in obese women without fracture. Other risk factors, including maternal history of fracture, smoking, alcohol consumption, glucocorticoid use, and diabetes, were similar in prevalence between obese women with and without fracture. Although there was a trend toward poorer neuromuscular function and higher frequency of falls in obese women with incident fracture, this failed to achieve statistical significance.

Of the obese women in the cohort, 37.5% sustained a nonvertebral fracture during the follow-up period compared with 44% of nonobese women. These data confirm our previously reported finding that fractures in obese postmenopausal women make a substantial contribution to the overall fracture burden in this population (9). Further evidence is provided by data from the Global Study of Osteoporosis in Women, a multicenter prospective observational study of 60,393 women aged 55 yr or more (17). In this cohort, the prevalence of fracture after age 45 yr was 23 and 24% in obese and nonobese women, respectively, fractures of the upper arm, ankle, and upper and lower leg being significantly more common and fractures of the wrist, pelvis, and hip significantly less common in obese women compared with nonobese women (18).

In this study, we have shown that BMD is significantly lower in obese women with fracture than in women of similar age and weight who have not sustained a fracture. Measurement of BMD in obese individuals is subject to errors in both accuracy and precision as a result of the increase in fat mass and changes in its distribution (19). Experiments using blocks of lard to simulate body fat indicate that the effect of obesity varies according to the type of DXA system used for measurement (pin-beam vs. fan beam), the distribution of body fat, the software versions used by the manufacturer, and the scan mode (20). Nevertheless, because body weight and composition were closely similar in obese women with and without fracture in this study, there is little reason to doubt the validity of the finding of a significantly lower BMD in those with fracture.

Higher BMD in obese individuals has been widely believed to protect against fracture, although the inverse association between BMI and fracture risk is mainly determined by the effect of low BMI on fracture risk (3, 4). The higher BMD associated with obesity therefore provides a skeleton that is appropriate for higher body weight because of the greater mechanical stresses likely to be experienced, whereas in a lean person, equivalent strength is provided by a lower BMD.

In particular, the higher serum PTH levels associated with obesity may result in a lower cortical volumetric BMD, as reported recently by Sukumar et al. (21, 22). In addition, greater trauma associated with falling in obese individuals as a result both of their higher body weight and poor protective responses may contribute to the development of fractures at higher BMD values (8, 23).

The finding of a significantly lower BMD on average in obese women with fracture compared with those without fracture, together with their significantly higher prevalence of previous fracture, provides important new evidence that fractures in the obese exhibit characteristics of fragility fractures. Whether and how risk factors for fracture in obese and nonobese women differ requires further investigation. In Global Study of Osteoporosis in Women, obese women with prevalent fragility fractures were significantly more likely to be cortisone users, to report early menopause, to report fair or poor general health, to use arms to assist standing from a sitting position, and to report at least two falls in the past year (18).

Evidence for the antifracture efficacy of pharmacological interventions in postmenopausal women at increased risk of fracture is well documented (2426). However, this is based predominantly on studies in women with low BMD, the majority of whom were not obese and the efficacy of intervention in obese women with higher BMD has not been established. In a recent randomized controlled trial in which women were not selected on the basis of low BMD, a significant interaction between BMI and antifracture efficacy was shown in women treated with clodronate, fracture reduction being less in women with a BMI of at least 30 kg/m2; a similar, although not statistically significant interaction remained when femoral neck BMD was included in calculation of fracture risk (27). The management of fractures in obese postmenopausal women therefore requires further study, including investigation of the possibility that higher doses of bone-protective agents might be required than for nonobese women.

Our study has some limitations. SOF is a cohort of community-dwelling volunteers and not a population-based sample. However, characteristics of the SOF participants are similar to, or healthier than, those of the population-based NHANES III, and the prevalence of obesity in SOF (18.3%) was somewhat lower than that of White women in the general population (22.4%) (28). Second, we analyzed only nonvertebral fractures, and our results may not be applicable to vertebral fractures. In a recent study of 362 postmenopausal women, BMI was positively associated with the presence of vertebral fractures independent of age and other recognized risk factors, but these data require confirmation in prospective studies (29). Third, only White postmenopausal women aged 65 yr and older were included in this analysis, and it remains to be established whether our results can be generalized to men, younger women, and individuals of different races. Finally, for some risk factors, the study may not have had sufficient power to demonstrate significant differences between obese women with and without fracture.

We have shown that despite their higher average BMD, more than one third of the obese older women sustained a nonvertebral fracture during the follow-up period of 11.3 yr. Our results also demonstrate that, similar to the nonobese postmenopausal population, lower BMD and previous fractures are strong risk factors for fracture in obese older women. The pathogenesis of fractures in obese individuals has not been clearly defined, and additional studies are required to investigate the changes in bone density and composition associated with obesity. The significant incidence of fractures in obese women has important public health implications in view of the rapidly increasing incidence of obesity (30, 31) and emphasizes the need to develop effective strategies to reduce fracture risk in this population.

Abbreviations:

     
  • BMD

    Bone mineral density

  •  
  • BMI

    body mass index

  •  
  • DXA

    dual-energy x-ray absorptiometry

  •  
  • OR

    odds ratio

  •  
  • SOF

    Study of Osteoporotic Fractures.

Acknowledgments

This work was supported by the National Health Service National Institute of Health Research and the Cambridge Biomedical Research Centre. M.O.P. was supported by CAPES foundation, Ministry of Education, Brazil (Grant 1204-08-4). The SOF is supported by National Institutes of Health funding. The National Institute on Aging provides support under the following grant numbers: AG05407, AR35582, AG05394, AR35584, AR35583, R01 AG005407, R01 AG027576–22, 2 R01 AG005394-22A1, and 2 R01 AG027574-22A1.

Disclosure Summary: The authors have no conflict of interest to disclose.

References

1.

Albala
C
,
Yáñez
M
,
Devoto
E
,
Sostin
C
,
Zeballos
L
,
Santos
JL
1996
Obesity as a protective factor for postmenopausal osteoporosis.
Int J Obes Relat Metab Disord
20
:
1027
1032

2.

Felson
DT
,
Zhang
Y
,
Hannan
MT
,
Anderson
JJ
1993
Effects of weight and body mass index on bone mineral density in men and women: the Framingham study.
J Bone Miner Res
8
:
567
573

3.

Marshall
D
,
Johnell
O
,
Wedel
H
1996
Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures.
BMJ
312
:
1254
1259

4.

De Laet
C
,
Kanis
JA
,
Odén
A
,
Johanson
H
,
Johnell
O
,
Delmas
P
,
Eisman
JA
,
Kroger
H
,
Fujiwara
S
,
Garnero
P
,
McCloskey
EV
,
Mellstrom
D
,
Melton
LJ
,
Meunier
PJ
,
Pols
HA
,
Reeve
J
,
Silman
A
,
Tenenhouse
A
2005
Body mass index as a predictor of fracture risk: a meta-analysis.
Osteoporos Int
16
:
1330
1338

5.

Zhao
LJ
,
Liu
YJ
,
Liu
PY
,
Hamilton
J
,
Recker
RR
,
Deng
HW
2007
Relationship of obesity with osteoporosis.
J Clin Endocrinol Metab
92
:
1640
1646

6.

Beck
TJ
,
Petit
MA
,
Wu
G
,
LeBoff
MS
,
Cauley
JA
,
Chen
Z
2009
Does obesity really make the femur stronger? BMD, geometry, and fracture incidence in the women's health initiative-observational study.
J Bone Miner Res
24
:
1369
1379

7.

Kaptoge
S
,
Benevolenskaya
LI
,
Bhalla
AK
,
Cannata
JB
,
Boonen
S
,
Falch
JA
,
Felsenberg
D
,
Finn
JD
,
Nuti
R
,
Hoszowski
K
,
Lorenc
R
,
Miazgowski
T
,
Jajic
I
,
Lyritis
G
,
Masaryk
P
,
Naves-Diaz
M
,
Poor
G
,
Reid
DM
,
Scheidt-Nave
C
,
Stepan
JJ
,
Todd
CJ
,
Weber
K
,
Woolf
AD
,
Roy
DK
,
Lunt
M
,
Pye
SR
,
O'Neill
TW
,
Silman
AJ
,
Reeve
J
2005
Low BMD is less predictive than reported falls for future limb fractures in women across Europe: results from the European Prospective Osteoporosis Study.
Bone
36
:
387
398

8.

Corbeil
P
,
Simoneau
M
,
Rancourt
D
,
Tremblay
A
,
Teasdale
N
2001
Increased risk for falling associated with obesity: mathematical modeling of postural control.
IEEE Trans Neural Syst Rehabil Eng
9
:
126
136

9.

Premaor
MO
,
Pilbrow
L
,
Tonkin
C
,
Parker
RA
,
Compston
J
2010
Obesity and fractures in postmenopausal women.
J Bone Miner Res
25
:
292
297

10.

Cummings
SR
,
Black
DM
,
Nevitt
MC
,
Browner
WS
,
Cauley
JA
,
Genant
HK
,
Mascioli
SR
,
Scott
JC
,
Seeley
DG
,
Steiger
P
1990
Appendicular bone density and age predict hip fracture in women. The Study of Osteoporotic Fractures Research Group.
JAMA
263
:
665
668

11.

Cummings
SR
,
Nevitt
MC
,
Browner
WS
,
Stone
K
,
Fox
KM
,
Ensrud
KE
,
Cauley
J
,
Black
D
,
Vogt
TM
1995
Risk factors for hip fracture in white women. Study of Osteoporotic Fractures Research Group.
N Engl J Med
332
:
767
773

12.

Lohman
TG
,
Roche
AF
,
Mortorell
R
1988
Anthropometric standardization reference manual
.
Champaign, IL
:
Human Kinetics Books
;
177

13.

Lubben
J
,
Blozik
E
,
Gillmann
G
,
Iliffe
S
,
von Renteln Kruse
W
,
Beck
JC
,
Stuck
AE
2006
Performance of an abbreviated version of the Lubben Social Network Scale among three European community-dwelling older adult populations.
Gerontologist
46
:
503
513

14.

Steiger
P
,
Cummings
SR
,
Black
DM
,
Spencer
NE
,
Genant
HK
1992
Age-related decrements in bone mineral density in women over 65.
J Bone Miner Res
7
:
625
632

15.

Ensrud
KE
,
Palermo
L
,
Black
DM
,
Cauley
J
,
Jergas
M
,
Orwoll
ES
,
Nevitt
MC
,
Fox
KM
,
Cummings
SR
1995
Hip and calcaneal bone loss increase with advancing age: longitudinal results from the study of osteoporotic fractures.
J Bone Miner Res
10
:
1778
1787

16.

Looker
AC
,
Wahner
HW
,
Dunn
WL
,
Calvo
MS
,
Harris
TB
,
Heyse
SP
,
Johnston
CC
,
Lindsay
R
1998
Updated data on proximal femur bone mineral levels of US adults.
Osteoporos Int
8
:
468
489

17.

Hooven
FH
,
Adachi
JD
,
Adami
S
,
Boonen
S
,
Compston
J
,
Cooper
C
,
Delmas
P
,
Diez-Perez
A
,
Gehlbach
S
,
Greenspan
SL
,
LaCroix
A
,
Lindsay
R
,
Netelenbos
JC
,
Pfeilschifter
J
,
Roux
C
,
Saag
KG
,
Sambrook
P
,
Silverman
S
,
Siris
E
,
Watts
NB
,
Anderson
FA
2009
The Global Longitudinal Study of Osteoporosis in Women (GLOW): rationale and study design.
Osteoporos Int
20
:
1107
1116

18.

Compston
JE
,
Lindsay
R
,
Cooper
C
,
Diez-Perez
A
,
Greenspan
SL
,
Hooven
FH
,
LaCroix
A
,
Rossini
M
,
Flahive
J
,
Netelenbos
C
2010
Fractures in Obese Postmenopausal Women: Prevalence, Skeletal Location and Risk Factors. The Global Longitudinal Study of Osteoporosis in Women.
J Bone Miner Res
25
(
Suppl 1
):
S460

19.

Tothill
P
,
Laskey
MA
,
Orphanidou
CI
,
van Wijk
M
1999
Anomalies in dual energy xray absorptiometry measurements of total body bone mineral during weight change using Lunar, Hologic and Norland instruments.
Br J Radiol
72
:
661
669

20.

Evans
EM
,
Mojtahedi
MC
,
Kessinger
RB
,
Misic
MM
2006
Simulated change in body fatness affects Hologic QDR 4500A whole body and central DXA bone measures.
J Clin Densitometry
9
:
315
322

21.

Sukumar
D
,
Schlussel
Y
,
Riedt
CS
,
Gordon
C
,
Stahl
T
,
Shapses
SA
2011
Obesity alters cortical and trabecular bone density and geometry in women.
Osteoporos Int
22
:
635
645

22.

Bolland
MJ
,
Grey
AB
,
Ames
RW
,
Horne
AM
,
Gamble
GD
,
Reid
IR
2006
Fat mass is an important predictor of parathyroid hormone levels in postmenopausal women.
Bone
38
:
317
321

23.

Finkelstein
EA
,
Chen
H
,
Prabhu
M
,
Trogdon
JG
,
Corso
PS
2007
The relationship between obesity and injuries among U.S. adults.
Am J Health Promot
21
:
460
468

24.

Poole
KE
,
Compston
JE
2006
Osteoporosis and its management.
BMJ
333
:
1251
1256

25.

Kanis
JA
,
Burlet
N
,
Cooper
C
,
Delmas
PD
,
Reginster
JY
,
Borgstrom
F
,
Rizzoli
R
2008
European guidance for the diagnosis and management of osteoporosis in postmenopausal women.
Osteoporos Int
19
:
399
428

26.

Compston
J
,
Cooper
A
,
Cooper
C
,
Francis
R
,
Kanis
JA
,
Marsh
D
,
McCloskey
EV
,
Reid
DM
,
Selby
P
,
Wilkins
M
;
National Osteoporosis Guideline Group (NOGG)
2009
Guidelines for the diagnosis and management of osteoporosis in postmenopausal women and men from the age of 50 years in the UK.
Maturitas
62
:
105
108

27.

McCloskey
EV
,
Johansson
H
,
Oden
A
,
Vasireddy
S
,
Kayan
K
,
Pande
K
,
Jalava
T
,
Kanis
JA
2009
Ten-year fracture probability identifies women who will benefit from clodronate therapy: additional results from a double-blind, placebo-controlled randomised study.
Osteoporos Int
20
:
811
817

28.

Donaldson
MG
,
Cawthon
PM
,
Lui
LY
,
Schousboe
JT
,
Ensrud
KE
,
Taylor
BC
,
Cauley
JA
,
Hillier
TA
,
Black
DM
,
Bauer
DC
,
Cummings
SR
;
Study of Osteoporotic Fractures
2009
Estimates of the proportion of older white women who would be recommended for pharmacologic treatment by the new US National Osteoporosis Foundation.
J Bone Miner Res
24
:
675
680

29.

Pirro
M
,
Fabbriciani
G
,
Leli
C
,
Callarelli
L
,
Manfredelli
MR
,
Fioroni
C
,
Mannarino
MR
,
Scarponi
AM
,
Mannarino
E
2010
High weight or body mass index increase the risk of vertebral fractures in postmenopausal osteoporotic women.
J Bone Miner Metab
28
:
88
93

30.

World Health Organization
2000
Obesity: preventing and managing the global epidemic. Report of a WHO Consultation
.
WHO Tech Rep Ser 894
.
Geneva
:
World Health Organization

31.

Zaninotto
P
,
Head
J
,
Stamatakis
E
,
Wardle
H
,
Mindell
J
2009
Trends in obesity among adults in England between 1993 and 2004 by age and social class and projections of prevalence to 2012.
J Epidemiol Community Health
63
:
140
146