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The American Journal of Clinical Nutrition logoLink to The American Journal of Clinical Nutrition
. 2021 May 8;114(2):488–495. doi: 10.1093/ajcn/nqab095

Dietary patterns and hip fracture in the Adventist Health Study 2: combined vitamin D and calcium supplementation mitigate increased hip fracture risk among vegans

Donna L Thorpe 1,, W Lawrence Beeson 2, Raymond Knutsen 3, Gary E Fraser 4, Synnove F Knutsen 5
PMCID: PMC8435998  PMID: 33964850

ABSTRACT

Background

Concerns regarding the adequacy of vegetarian diets with respect to fracture risk continue.

Objectives

We aimed to explore the influence of 5 previously defined dietary patterns on hip fracture risk and whether this association is modified by concomitant calcium and vitamin D supplementation.

Methods

The Adventist Health Study 2 is a prospective cohort study in which participants were enrolled during 2002–2007; proportional hazards regression analyses were used to estimate fracture risk. Participants reside throughout the United States and Canada. A total of 34,542 non-Hispanic white peri- and postmenopausal women and men 45 y and older responded to the biennial hospital history form and were followed for a median of 8.4 y.

Results

The study identified 679 incident hip fractures during 249,186 person-years of follow-up. Fracture risk varied according to dietary pattern, with a clear effect modification by concurrent supplementation with both vitamin D and calcium. In multivariable models, including adjustment for calcium and vitamin D supplementation, female vegans had 55% higher risk of hip fracture (HR: 1.55; 95% CI: 1.06, 2.26) than nonvegetarians (NVEGs), whereas there was no association between diet pattern and hip fracture risk in men. When further stratifying females on supplement use with both vitamin D and calcium, vegans taking both supplements were at no greater risk of hip fracture than the subjects with other dietary patterns including the NVEGs.

Conclusions

Without combined supplementation of both vitamin D and calcium, female vegans are at high risk of hip fracture. However, with supplementation the excessive risk associated with vegans disappeared. Further research is needed to confirm the adequacy of a vegan diet supplemented with calcium and vitamin D with respect to risk of fracture.

Keywords: diet pattern, vegan, hip fracture, dietary nutrients, Adventist Health Study


Vegans are at increased for hip fractures: Combined supplementation of vitamin D and calcium may rescue this.

Introduction

Dietary patterns with high consumption of fruits and vegetables have been associated with better bone health outcomes, such as higher bone mineral density (BMD) (1) and reduced fracture risk (2–5). There is also a growing body of evidence about the possible health benefits of vegetarian diets, because they have been shown to reduce the risk of many chronic diseases such as diabetes (6), cardiovascular diseases (7, 8), and cancers (9, 10).

However, there are lingering concerns about the adequacy of vegetarian diets for bone health. In particular, the vegan diet has been criticized (11–15). Because of the lack of dairy consumption among vegans, concern about osteoporosis and risk of fracture has long been expressed in the literature (16). In a relatively recent review, Tucker (12) postulates that vegetarians as well as vegans are at increased risk of fracture in light of characteristically low dietary intakes of calcium, vitamin D, zinc, n–3 PUFAs, and protein, all dietary nutrients which have been shown to be important and positively associated with BMD. Some of these nutrients are either found largely or more easily bioavailable in animal protein sources (12). Not surprisingly, lower BMD has been more consistently observed among vegans than among subjects with other dietary patterns (14, 17–19). A 2009 Bayesian meta-analysis reported a 4% and 6% lower BMD among vegetarians and vegans, respectively, than among nonvegetarians (18). However, most of the studies reviewed in this analysis were cross-sectional.

Few prospective studies have examined the effects of vegetarian diets on risk of fractures. The Adventist Health Study (AHS)-1 (20) and -2 (5) have reported that consumption of foods high in plant protein decreased the risk of forearm and hip fracture, respectively, among vegetarians. On the other hand, the Oxford study (15) as well as the AHS-2 (5) have both found that the vegan diet, compared with other diet patterns, is associated with higher incidence of hip fractures. Although vegetarian diets are increasingly recognized as beneficial in reducing the risk of many chronic diseases including cancer (21) and heart disease (9), the efficacy of plant-based diets for bone health continues to be questioned.

The AHS-2 is a large American cohort, of whom nearly half are vegetarians including ∼8% vegans, and it is therefore well suited to study the risk of fractures among these dietary groups. The purposes of this study were 1) to examine the association of hip fracture with 5 previously described dietary patterns (22) in non-Hispanic white women and men 45 y of age and older, and 2) to determine if this association is modified by calcium and vitamin D supplementation.

Methods

The AHS-2, a large National Cancer Institute–funded cohort study to examine relations between lifestyle and health outcomes, consists of ∼96,000 members of the Seventh-day Adventist church in North America (i.e., the United States and Canada) who were recruited between 2002 and 2007 with ∼27% self-identifying as black. The study population is limited to non-Hispanic white peri- and postmenopausal women and men 45 y and older who completed ≥1 follow-up questionnaire. Owing to lower incidence of osteoporosis, lower risk of fracture, and lower serum vitamin D concentrations among blacks (23), they, and a smaller group, mostly Hispanics and Asians (8.5% of the AHS-2 cohort), were excluded (Supplemental Figure 1). Those with physician-diagnosed osteoporosis or any fracture recorded on the baseline questionnaire were also excluded, yielding a cohort of 34,542 (18,732 women and 15,810 men). The study was approved by the Loma Linda University Institutional Review Board.

At enrollment, participants completed a comprehensive lifestyle survey including a validated FFQ. To calibrate the questionnaire, >1100 randomly selected participants completed several 24-h recalls of diet and 7-d recalls of physical activity (24). Biological samples were also collected for laboratory analysis and validation of the dietary data. A more detailed profile of the AHS-2 cohort has been published elsewhere (25). Biennially, participants were mailed follow-up questionnaires including the following item: “Have you had any fractures (broken bones) of the wrist or hip after 2001? Include only those that came from a fall or minor accident.” Answer options were 2-y time categories such as 2002–2003 and 2004–2005. To date, occurrence of hip fractures has been identified in 3 follow-up questionnaires, the most recent one being in 2015. The midpoint of the selected time interval for hip fracture was used as the time of censoring for cases, whereas those without a reported hip fracture were censored at the time of return of the last biennial questionnaire.

Based on the responses to the FFQ, 5 dietary patterns [vegan, lacto-ovo-vegetarian (LOV), pesco-vegetarian, semivegetarian, and nonvegetarian (NVEG)] have been defined along a continuum of avoidance of various types of animal food sources in the diet. Vegans, with rare exception (<1 time/mo), consume only a plant-based diet, whereas LOVs include dairy and eggs in their diet. In addition to dairy and eggs, pesco-vegetarians add fish to their diet. Semivegetarians are defined by a very low frequency of fish and nonfish meat consumption (≤1 times/wk). The NVEGs, comprising 42% of the cohort, consume fish and meat combined >1 time/wk. Precise definitions for the diet patterns have been previously described (26).

Statistics

Nutrient intakes, using the Nutrition Data System for Research database (24), and relevant covariates known to be associated with bone health were compared across the 5-diet-pattern continuum using chi-square tests and 1-factor ANOVA with Scheffe post hoc comparisons for categorical and quantitative variables, respectively. Candidate covariates included energy, total calcium, total vitamin D, potassium, height, weight, education, self-reported health, physical activity, sun-reactive skin type (light/moderate compared with dark tanning), daylight exposure time (</≥1 h), menopausal status (peri- or postmenopausal), hormone therapy (HT), alcohol status, smoking status, prevalent cancer, and number of comorbidities (0, 1, or >1). These self-reported comorbidities included a total of 13 grouped into cardiovascular (angina pectoris, myocardial infarction, stroke, transient ischemic attack, congestive heart failure), respiratory (asthma, chronic bronchitis, emphysema), neurological (Parkinson disease), and musculoskeletal (rheumatoid arthritis, degenerative arthritis, degenerative disc disease/sciatica, fibromyalgia). Including this comorbidity variable or only musculoskeletal comorbidities or only rheumatoid arthritis did not change the main effect, and these were therefore not included in the final model. Student's t test was used to compare nutrients by sex. Differences between cases and noncases were examined with Student's t test for quantitative variables and chi-square tests for categorical variables.

Cox proportional hazards models, with attained age as the time variable, were used to analyze the effects of the 5 dietary patterns on risk of hip fracture. NVEG was used as the reference group. All nutrient variables in the multivariable models were energy adjusted using the residual method (27) and log transformed. The proportional hazards assumption was verified for sex and other categorical covariates using Schoenfeld residuals. Multivariable analyses were performed on men and women separately and together. Effect modification by sex was tested with an interaction term in the final model and was significant. Because both calcium and vitamin D intakes were lowest among vegans compared with other diet patterns, effect modification by supplementation with calcium and vitamin D separately and together were also tested in models for the entire study population and for women alone. All supplement effect modifications tested were significant among women. Subsequently, the effects on hip fracture risk of consuming no supplements, calcium only, or both by diet pattern were modeled separately. There were only 373 women taking vitamin D supplements alone and among these there were only 2 hip fractures. Therefore, we were not able to assess risk on hip fracture among this group separately.

All models for men and women combined controlled for the same covariates. In addition, models for women controlled for menopausal status and HT. To develop the final models, multiple imputation was used to fill both missing dietary data from the FFQ, which was typically 3%–10% per food frequency item, and missing nondietary data (28). This imputation was guided by a random subsample of data originally missing in the questionnaire and subsequently completed in a phone interview. Multivariable HRs and CIs were calculated using 5 imputed data sets; the 5 sets of β-coefficients and their estimated variances were used to calculate composite point estimates and variances (28). All analyses were performed with SAS version 9.4 (SAS Institute, Inc.) or the R computer language.

Results

LOVs and NVEGs comprised 77% of the study population (Table 1). There were notable differences in lifestyle factors among diet patterns. Vegans reported the lowest use of HT and highest frequency of walking ≥5 miles/wk. LOVs were more likely to have a graduate degree and least likely to have ever smoked. Vegans and LOVs generally had lower numbers of comorbidities than the other 3 diet patterns. NVEGs were least likely to have a graduate degree and most likely to ever have smoked or used alcohol. The greatest differences in nutrient intake occurred between subjects on vegan and NVEG diets (Supplemental Table 1). Vegans had the highest intakes of plant protein, magnesium, and potassium and the lowest intakes of animal protein, calcium, and vitamin D, whereas NVEGs had the highest intakes of total protein, animal protein, and dietary and total vitamin D and lowest intake of plant protein. Furthermore, NVEGs consumed twice the intake of animal protein that the semi- and pesco-vegetarians did. Among vegans, 32% supplemented with both vitamin D and calcium compared with ∼50% in the other dietary groups. Interestingly, magnesium intake was also consistently (22%–29%) higher across diet patterns among those who consumed both calcium and vitamin D than among those taking neither or only 1 of the supplements (data not shown). In addition, the nonsupplemented vegans had 11.2% lower dietary vitamin D intake than the supplemented vegans and 31%–53% lower dietary vitamin D intake than those in the other dietary groups (data not shown). Nutrient intake for men and women was relatively similar (Table 2). However, as expected, men consumed more total protein (g/d) than women, but total protein adjusted for body weight (g · kg−1 · d−1) was lower for men than for women: 0.90 and 0.98, respectively. Also, as expected, plant protein consumption, especially nonsoy, was considerably higher than animal protein consumption in this cohort. Most notably, total calcium and total vitamin D intakes were higher in women, largely due to higher frequency of supplementation.

TABLE 1.

Nutrient intake and lifestyle factors by dietary pattern for non-Hispanic white women and men aged 45 y and older1

Vegans (n = 2832, hip fracture cases = 64) Lacto-ovo-vegetarians (n = 12,008, hip fracture cases = 270) Pesco-vegetarians (n = 2904, hip fracture cases = 70) Semivegetarians (n = 2142, hip fracture cases = 42) Nonvegetarians (n = 14,656, hip fracture cases = 233) P
Age 62.8 ± 11.1 63.6 ± 11.4 65.3 ± 11.4 64.0 ± 11.3 62.5 ± 10.7 <0.00012
Female 52.7 53.7 55.4 56.8 54.5 0.0022
Education (Bachelor's or higher) 32.1 39.2 30.8 28.0 23.3 <0.00012
Hormone use (current) 7.8 18.2 19.3 21.1 21.8 <0.00012
Physical activity (walking >5 miles/wk) 40.3 32.0 30.7 23.8 22.5 <0.00012
Alcohol consumption (ever) 27.9 20.5 34.5 32.6 49.4 <0.00012
Smoking (ever) 13.1 9.8 17.0 16.9 23.6 <0.00012
Sunlight exposure (<1 h/d) 26.1 30.4 27.8 28.8 24.8 <0.00012
Skin type (light tanning vs. dark tanning) 82.6 83.2 83.2 82.5 80.5 <0.00012
Using both vitamin D and calcium supplements 32.3 46.9 51.5 49.1 49.7 <0.00012
Comorbidities3
 1 22.9 23.9 24.8 26.2 26.8 <0.00012
 >1 8.7 13.1 15.7 18.0 18.4
Prevalent cancer (yes) 9.2 9.7 10.9 9.5 10.6
Energy, kcal 1850 ± 678 1887 ± 689 1956 ± 724 1764 ± 6954 1942 ± 752 <0.00015
Total protein, g/d 67.6 ± 27.9 68.9 ± 28.2 72.5 ± 29.54 63.9 ± 26.94 74.8 ± 30.34 <0.00015
Animal protein, g/d 2.48 ± 2.14 11.5 ± 10.34 15.7 ± 11.3 15.5 ± 10.9 31.1 ± 18.14 <0.00015
Plant protein, g/d 65.1 ± 26.94 57.4 ± 25.4 56.8 ± 25.9 48.4 ± 23.14 43.6 ± 22.34 <0.00015
Dairy protein, g/d 0.003 ± 0.044 6.8 ± 8.74 7.7 ± 9.04 8.8 ± 9.34 11.6 ± 9.94 <0.00015
Nondairy animal protein, g/d 2.5 ± 2.14 4.7 ± 4.44 8.0 ± 5.44 6.7 ± 4.84 19.5 ± 13.34 <0.00015
Soy protein, g/d 16.5 ± 13.9 16.7 ± 13.7 16.1 ± 14.2 12.8 ± 11.54 9.1 ± 1.44 <0.00015
Nonsoy plant protein, g/d 48.7 ± 21.14 40.7 ± 18.4 40.7 ± 18.8 35.6 ± 17.4 34.6 ± 18.7 <0.00015
Animal:plant protein ratio 0.04 ± 0.034 0.24 ± 0.304 0.33 ± 0.304 0.39 ± 0.494 0.90 ± 0.784 <0.00015
Total protein, g/kg body weight 1.00 ± 0.44 0.94 ± 0.41 1.00 ± 0.44 0.84 ± 0.394 0.93 ± 0.41 <0.00015
Dietary calcium, mg/d 788 ± 3484 883 ± 4214 937 ± 438 852 ± 4264 920 ± 460 <0.00015
Calcium supplements, mg/d 287 ± 4464 386 ± 476 431 ± 497 398 ± 484 405 ± 493 <0.00015
Total calcium, mg/d 1076 ± 5704 1269 ± 641 1368 ± 6714 1250 ± 652 1325 ± 6814 <0.00015
Magnesium, mg/d 607 ± 2644 538 ± 2544 579 ± 2824 491 ± 250 493 ± 251 <0.00015
Phosphorus, mg/d 1248 ± 480 1266 ± 499 1344 ± 534 1204 ± 5034 1339 ± 542 <0.00015
Potassium, mg/d 3824 ± 15534 3449 ± 13924 3693 ± 15114 3148 ± 13784 3322 ± 13944 <0.00015
Sodium, mg/d 3304 ± 1930 3532 ± 1941 3381 ± 1874 3211 ± 1848 3592 ± 2056 <0.00015
Dietary vitamin D, μg/d 2.4 ± 2.64 3.3 ± 3.2 4.3 ± 3.44 3.5 ± 3.0 4.9 ± 3.64 <0.00015
Vitamin D supplements, μg/d 4.9 ± 24.54 6.3 ± 18.7 7.6 ± 24.7 6.8 ± 20.4 7.2 ± 22.7 <0.00015
Total vitamin D intake, μg/d 7.3 ± 25.04 9.6 ± 19.1 11.9 ± 25.0 10.3 ± 20.5 12.1 ± 23.0 <0.00015
1

n = 34,542. Values are means ± SDs or percentages.

2

Chi-square test.

3

Angina pectoris, myocardial infarction, stroke, transient ischemic attack, congestive heart failure, asthma, Parkinson disease, rheumatoid arthritis, degenerative arthritis, degenerative disc disease/sciatica, or fibromyalgia.

4

Different from all other groups at P < 0.05 (1-factor ANOVA Scheffé post hoc comparisons).

5

One-factor ANOVA.

TABLE 2.

Nutrient intake for non-Hispanic white women and men aged 45 y and older1

Nutrient Women (n = 18,732, hip fracture cases = 419) Men (n = 15,810, hip fracture cases = 216) P 2
Energy, kcal 1830 ± 698 1995 ± 736 <0.0001
Total protein, g/d 68.8 ± 28.5 74.2 ± 30.0 <0.0001
Animal protein, g/d 19.5 ± 16.9 19.9 ± 17.8 <0.0001
Plant protein, g/d 49.3 ± 24.3 54.3 ± 26.1 <0.0001
Dairy protein, g/d 8.6 ± 9.6 8.3 ± 9.5 0.0004
Nondairy animal protein, g/d 10.9 ± 11.1 11.7 ± 12.5 <0.0001
Soy protein, g/d 12.7 ± 12.9 13.7 ± 13.6 <0.0001
Nonsoy plant protein, g/d 36.6 ± 17.5 40.6 ± 19.2 <0.0001
Total protein, g/kg body weight 0.98 ± 0.44 0.90 ± 0.39 <0.0001
Dietary calcium, mg/d 890 ± 437 897 ± 435 0.55
Calcium supplements, mg/d 505 ± 516 254 ± 404 <0.0001
Total calcium, mg/d 1396 ± 1386 1152 ± 1142 <0.0001
Magnesium, mg/d 527 ± 261 523 ± 255 0.09
Phosphorus, mg/d 1263 ± 510 1340 ± 532 <0.0001
Potassium, mg/d 3372 ± 1415 3494 ± 1435 <0.0001
Sodium, mg/d 3502 ± 2010 3511 ± 1948 <0.0001
Dietary vitamin D, μg/d 3.9 ± 3.4 4.1 ± 3.5 <0.0001
Vitamin D supplements, μg/d 7.5 ± 23.3 5.8 ± 19.4 <0.0001
Total vitamin D, μg/d 11.4 ± 23.7 9.9 ± 19.8 <0.0001
1

n = 34,542. Values are means ± SDs unless otherwise indicated.

2

Student t tests.

There were 419 hip fractures in women [3.09/1000 person-years (PYRS)] and 260 in men (2.29/1000 PYRS) during a median 8.4 y of follow-up for a total of 249,186 PYRS. Table 3 shows differences between cases and noncases, stratified on sex. The distribution of diet pattern by sex was remarkably similar. Being older, weighing less, and having >1 comorbidity were associated with hip fracture in both sexes. In addition, prevalent cancer was associated with hip fracture in men.

TABLE 3.

Baseline characteristics of cases and noncases by sex1

Women Men
Cases (n = 419) Noncases (n = 18,313) P Cases (n = 260) Noncases (n = 15,550) P
Dietary pattern 0.00032 0.542
 Vegan 42 (10.0) 1423 (7.8) 22 (8.5) 1345 (8.6)
 Lacto-ovo-vegetarian 166 (39.6) 6281 (34.3) 104 (40.0) 5457 (35.1)
 Pesco-vegetarian 48 (11.5) 1562 (8.5) 22 (8.5) 1272 (8.2)
 Semivegetarian 28 (6.7) 1189 (6.5) 14 (5.4) 911 (5.9)
 Nonvegetarian 135 (32.2) 7858 (42.9) 98 (37.7) 6565 (42.2)
Age, y 73.2 ± 10.7 62.8 ± 10.7 <0.00013 70.9 ± 10.7 63.3 ± 11.5 <0.00013
Height, cm 163 ± 6.7 163 ± 6.7 0.163 1.78 ± 8.2 1.78 ± 7.2 0.993
Weight, kg 73.1 ± 17.1 69.1 ± 15.8 <0.00013 85.1 ± 15.7 82.5 ± 16.3 <0.00013
Education 0.082 0.482
  Some college or less 308 (73.5) 12,729 (69.5) 139 (53.5) 7967 (51.2)
    Bachelor's or higher 111 (26.5) 5584 (30.5) 121 (46.5) 7583 (48.8)
Health self-report 0.00072 0.372
  Fair/poor 79 (19.5) 2445 (13.6) 35 (13.8) 1814 (12.0)
  Good/excellent 327 (80.5) 15,508 (86.4) 219 (86.2) 13370 (88.0)
Using both vitamin D and calcium supplement 0.112 0.292
 Yes 233 (55.6) 9468 (51.7) 118 (45.4) 6548 (42.1)
 No 186 (44.4) 8845 (48.3) 142 (54.6) 9002 (57.9)
Hormone use 0.572
 Never/past 343 (81.9) 14,790 (80.8)
 Current 76 (18.1) 3523 (19.2)
Alcohol <0.00012 0.00082
 Never 332 (79.2) 11,769 (64.3) 168 (64.6) 8424 (54.2)
 Ever 87 (20.8) 6544 (35.7) 92 (35.4) 7126 (45.8)
Smoke <0.00012 0.262
 Never 391 (93.2) 15,152 (82.7) 195 (75.0) 11,175 (71.9)
 Ever 28 (6.7) 3161 (17.3) 65 (25.0) 4375 (28.1)
Physical activity, miles/wk 0.00032 0.202
 ≤5 335 (80.0) 13,160 (71.9) 187 (71.9) 10,605 (68.2)
 >5 84 (20.2) 5153 (28.1) 73 (28.1) 4945 (31.8)
Comorbidities4 0.00022 <0.00012
 None 207 (49.4) 10,873 (59.4) 143 (55.0) 10,400 (66.9)
 1 127 (30.3) 4611 (25.2) 71 (27.3) 3429 (22.1)
 >1 85 (20.3) 2829 (15.5) 46 (17.7) 1721 (11.1)
Prevalent cancer 0.362 0.0092
 No 371 (88.5) 16,499 (89.9) 224 (86.2) 14,135 (90.9)
 Yes 48 (11.5) 1847 (10.1) 36 (13.8) 1415 (9.1)
Sunlight exposure, h/d 0.012 0.312
 ≤1 137 (32.7) 4985 (27.2) 33 (12.7) 2325 (15.0)
 >1 282 (67.3) 13,328 (72.8) 227 (87.3) 13,225 (85.0)
Calcium supplement, mg/d 0.082 0.182
 None 117 (27.9) 6073 (33.2) 117 (45.0) 7900 (50.8)
 ≤800 159 (38.0) 6519 (35.6) 106 (40.8) 5691 (36.6)
 >800 143 (34.1) 5721 (31.2) 37 (14.2) 1959 (12.6)
Vitamin D supplement 0.342 0.542
 No 184 (43.9) 8474 (46.3) 139 (53.5) 8607 (55.4)
 Yes 235 (56.1) 9839 (53.7) 121 (46.5) 6943 (44.6)
1

n = 34,542. Values are mean ± SD or n (%) unless otherwise indicated.

2

Chi-square test.

3

Two-sample t test.

4

Angina pectoris, myocardial infarction, stroke, transient ischemic attack, congestive heart failure, chronic bronchitis, emphysema, asthma, Parkinson disease, rheumatoid arthritis, degenerative arthritis, degenerative disc disease/sciatica, or fibromyalgia.

In pooled analyses of men and women, there was a nonsignificant increasing trend in fracture risk with increasingly plant-based diet patterns (Table 4). However, the effect of diet pattern was modified by sex (P = 0.05), indicating the effect was largely driven by women.

TABLE 4.

Age- and multivariable-adjusted HR models of associations of diet pattern and risk of hip fracture in non-Hispanic white women and men aged 45 y and older, separately and combined, who were participants in the Adventist Health Study 2, USA, 2002–20151

Women (n = 18,712, hip fracture cases = 419) Men (n = 15,798, hip fracture cases = 260) All (n = 34,510, hip fracture cases = 679)
n (Cases) HR (95% CI) n (Cases) HR (95% CI) n (Cases) HR (95% CI)
Age-adjusted P-trend = 0.03 P-trend = 0.84 P-trend = 0.09
 Nonvegetarian 6565 (135) Ref. 7858 (98) Ref. 14,656 (233) Ref.
 Semivegetarian 911 (28) 0.99 (0.64, 1.52) 1189 (14) 0.79 (0.42, 1.47) 2142 (42) 0.92 (0.64, 1.33)
 Pesco-vegetarian 1272 (48) 1.21 (0.83, 1.76) 1562 (22) 0.77 (0.48, 1.25) 2904 (70) 1.01 (0.75, 1.36)
 Lacto-ovo-vegetarian 5457 (166) 1.18 (0.93, 1.49) 6281 (104) 1.06 (0.80, 1.41) 12,008 (270) 1.13 (0.94, 1.35)
 Vegan 1345 (42) 1.53 (1.07, 2.17) 1423 (22) 0.93 (0.58, 1.49) 2832 (64) 1.22 (0.92, 1.62)
Multivariable P-trend = 0.05 P-trend = 0.57 P-trend = 0.06
 Nonvegetarian 6565 (135) Ref. 7858 (98) Ref. 14,656 (233) Ref.
 Semivegetarian 911 (28) 0.99 (0.64, 1.53) 1189 (14) 0.79 (0.42, 1.48) 2142 (42) 0.92 (0.64, 1.33)
 Pesco-vegetarian 1272 (48) 1.20 (0.81, 1.78) 1562 (22) 0.81 (0.50, 1.32) 2904 (70) 1.03 (0.76, 1.41)
 Lacto-ovo-vegetarian 5457 (166) 1.17 (0.91, 1.50) 6281 (104) 1.11 (0.81, 1.51) 12,008 (270) 1.16 (0.95, 1.40)
 Vegan 1345 (42) 1.55 (1.06, 2.26) 1423 (22) 1.01 (0.61, 1.68) 2832 (64) 1.31 (0.97, 1.78)
1

All models adjusted for age, height, weight, energy, calcium, potassium, vitamin D, alcohol intake, outdoor exposure, physical activity, education, alcohol, and smoking. Model for women in addition adjusted for menopausal status and hormone therapy. Model for all in addition adjusted for sex.

Men

No association was found between diet pattern and hip fracture risk in age-adjusted analyses. Multivariable analysis and stratification on supplementation with vitamin D and/or calcium did not change these findings.

Women

There was a significant association of diet pattern with hip fracture, with a higher proportion of cases among those consuming a plant-based diet. The incidence of hip fracture per 1000 PYRS was 3.9 and 2.4 for vegans and NVEGs, respectively.

Age-adjusted models showed increasing risk of hip fracture across the diet continuum from NVEGs to vegans (P-trend = 0.03) (Table 4), with vegans having a 53% higher age-adjusted risk of fracture than NVEGs (HR: 1.53; 95% CI: 1.07, 2.17). Multivariable analyses did not change the findings substantially. However, interactions between diet pattern and calcium or vitamin D supplement intake alone or together in multivariable models were each significant. Table 5 shows the multivariable association between diet pattern and hip fracture in the various subgroups of those taking no supplement, only a calcium supplement, or both supplements. Vegan women who consumed neither supplement had almost 3 times the risk of hip fracture relative to NVEG women (HR: 2.99; 95% CI: 1.54, 5.82; P-trend = 0.006). In contrast, among those with calcium and vitamin D supplementation combined, no increase in risk of hip fracture was found across dietary patterns (P-trend = 0.78). Among those who only supplemented with calcium, there was a nonsignificant increased risk for all vegetarian dietary patterns, with pesco-vegetarians and vegans having the highest HRs of 1.88 and 1.62, respectively, but no significant trend was found across the diet categories (P-trend = 0.36).

TABLE 5.

Multivariable-adjusted HR models of associations of diet pattern and risk of hip fracture for non-Hispanic white women by supplement use in the Adventist Health Study 2, USA, 2002–20151

Consumed no supplements (n = 5817, hip fracture cases = 115) (P-trend = 0.006) Consumed calcium supplements only (n = 2841, hip fracture cases = 69) (P-trend = 0.36) Consumed both supplements (n = 9701, hip fracture cases = 233) (P-trend = 0.78)
n (Cases) HR (95% CI) n (Cases) HR (95% CI) n (Cases) HR (95% CI)
 Nonvegetarian 2316 (25) Ref. 1200 (20) Ref. 4314 (10) Ref.
 Semivegetarian 363 (7) 1.38 (0.57, 3.32) 174 (4) 1.31 (0.39, 4.43) 655 (93) 0.83 (0.46, 1.48)
 Pesco-vegetarian 443 (12) 1.45 (0.63, 3.38) 236 (11) 1.88 (0.77, 4.57) 901 (24) 0.99 (0.60, 1.61)
 Lacto-ovo-vegetarian 1983 (47) 1.56 (0.91, 2.66) 997 (26) 1.23 (0.65, 2.32) 3336 (17) 1.08 (0.78, 1.48)
 Vegan 712 (24) 2.99 (1.54, 5.82) 234 (8) 1.62 (0.67, 3.93) 495 (89) 0.84 (0.42, 1.66)
1

All models adjusted for age, menopausal status, hormone therapy, height, weight, energy, potassium, outdoor exposure, physical activity, education, alcohol, smoking, and calcium and vitamin D (total intake if not consuming the supplement, otherwise only dietary intake).

Discussion

A recent meta-analysis of fracture outcomes in a small number of cohort studies concluded that vegans had higher fracture rates than omnivores (29), consistent with our findings. Recently, the EPIC (European Prospective Investigation into Cancer and Nutrition)-Oxford cohort study (15) reported that the risk of hip fracture among 4 dietary patterns was highest among vegans (HR: 2.32) and concluded that the higher risk was due in part to low calcium intake. In the same cohort, vegans and vegetarians had lower serum concentrations of 25-hydroxyvitamin D than meat and fish eaters (30). In the current study, mean dosage of each supplement differed little by pattern: ∼660 mg Ca/d and ∼13.5 μg vitamin D/d. However, the proportion of vegans using both supplements (32%) was significantly lower than for the other patterns (∼50%). When comparing dietary intakes among women, a vegan pattern was associated with significantly lower intakes of calcium and vitamin D and with an increased risk of hip fracture compared with an NVEG diet. However, the vegan diet, when supplemented with both calcium and vitamin D, was associated with the same risk as or a lower risk of fracture than NVEG or the other diet categories. Our results therefore suggest that both vitamin D and calcium are independently important and necessary for an optimal vegan diet.

Only women showed an increasing risk of hip fracture across the diet patterns. Several factors may play a role in the observed sex difference. Power to detect the same effect in men may be low owing to the combined effects of there having been fewer men in the study and an inherently lower risk of hip fracture, because men account for only 30% of hip fractures (31). However, CIs for men and women are about the same (Table 4), making this an unlikely explanation for the sex differences in hip fracture risk by diet. Statistics also show that women fall more often and sustain an injury in a higher percentage of falls than men (31). The lower risk of fracture in men has been attributed to anatomic and hormonal advantages. In early adulthood, men have higher BMD and larger bones for a given height and weight than women (32). With aging, greater loss in bone density and greater increases in cortical bone porosity have been observed in women (33, 34). Furthermore, the impact of declining testosterone in males has minimal impact on bone loss compared with declining female hormones (31). It is also possible that men in this cohort experience greater bone health advantage from a diet with adequate fruits and vegetables, as shown for the Mediterranean diet in several European cohort studies (2, 35–37).

Lack of supplementation with both calcium and vitamin D among vegan women was associated with lower use of hormone replacement and lower dietary vitamin D and magnesium. HT is shown to be protective against hip fracture (38). The lower nutrient intake among nonsupplemented vegans might suggest a poorer quality of diet, such as the proverbial “Western diet” (39) or a more inflammatory (40) diet, both associated with increased risk of hip fracture. This is unlikely, because an earlier report on the dietary patterns of the parent AHS-2 cohort (41) found that vegans had the highest intakes of fiber, vitamin C, folate, β-carotene, vitamin E, and magnesium which are strongly anti-inflammatory (42), and they also had the lowest intakes of inflammatory saturated and trans fats. Furthermore, intake of sugar was shown to be no greater in vegans in the parent AHS-2 cohort (41) than in other diet groups. Although magnesium intake was lower among nonsupplemented than among supplemented vegans, it was still higher than in all other dietary groups. On the other hand, the 27%–51% lower dietary vitamin D intake among vegans than among the other diet groups could be an explanation for the 3-fold increase in risk of hip fracture.

The low dietary intake of both calcium and vitamin D in this large population of vegans reinforces the concern regarding the adequacy of a vegan diet for bone health. Supplementation with both nutrients was associated with a strong risk reduction in vegans, suggesting that strict adherence to a vegan diet may necessitate supplementation with both calcium and vitamin D. Currently the supplemental use of both nutrients for the purpose of fracture prevention is intensely debated (43). Conclusions of a number of meta-analyses of randomized clinical trials of calcium and vitamin D supplementation are challenging the routine practice of supplementation with calcium and/or vitamin D in healthy community-dwelling adults over the age of 50 y without demonstrated vitamin D insufficiency (44–46). Others have expressed caution against premature conclusions, citing study design concerns (47). Furthermore, a recent systematic review and meta-analysis of both observational studies and randomized clinical trials (48) concluded that using both supplements together is a promising strategy to reduce the risk of fracture among those at elevated risk.

Because vegans in this study have the lowest number of comorbidities among the diet patterns, this would qualify them as healthy community-dwelling adults. Nevertheless, the very dietary choices that appear to be associated with low comorbidities also appear to contribute to higher risk of hip fracture. Thus, our findings support the importance of an adequate intake of calcium and vitamin D to prevent hip fracture in women consuming a vegan diet.

The size of the overall cohort, the largest known longitudinal study of vegans and vegetarians, use of a validated FFQ (49), guided imputation for missing data, and length of follow-up are strengths of this study. Nonetheless, there was low power to detect a significant effect of consuming only calcium or vitamin D alone among vegans. Also, in spite of finding no effect of time spent outdoors or skin type in our models, lack of adjustment for amount of body exposure to sunlight, an important determinant of serum vitamin D, is also a limitation that may confound the impact of vitamin D supplementation on fracture risk (50). The lack of repeat dietary surveys to adjust for changes in diet over the 8- to 13-y follow-up period is a weakness of the study, although unpublished findings show that change of their basic dietary pattern is quite uncommon among subjects in the AHS-2. The importance of adequate dietary protein intake in relation to hip fracture risk among vegans has been observed in the recent study by Tong et al. (15). In unpublished data, low protein intake was a risk factor for vegans compared with NVEGs only among those consuming less than the median intake for our cohort. Accuracy of self-reported hip fracture, although another source of error, has nevertheless been reported as relatively high (51). However, some hip fractures as a cause of death could have been missed, because data from death certificates were not obtained. Inclusion of individuals with prevalent cancer who may have been on medications for cancer could have altered the effects of diet on fracture risk. However, controlling for prevalent cancer in the final model among men did not change the estimates of primary effects. Finally, some have reported a slight increase in fracture risk among healthy subjects taking supplements of vitamin D and calcium (52). We cannot exclude a possible attenuation of our findings in the final stratified analysis caused by a slight increase in hip fracture risk among our reference group, the supplemented NVEGs. Lastly, results may only be generalizable to whites, because nonwhites were excluded from this study.

In conclusion, the purpose of this study was to examine the association between hip fracture and 5 dietary patterns. Among white women, a vegan diet was associated with significantly higher risk of hip fracture. However, a vegan diet supplemented with both vitamin D and calcium yielded no greater risk of hip fracture than the NVEG diet. Further research is needed to confirm the adequacy of a supplemented vegan diet with respect to risk of osteoporosis and fracture in comparison with supplemented NVEGs.

Supplementary Material

nqab095_Supplemental_File

ACKNOWLEDGEMENTS

The authors’ responsibilities were as follows—DLT, RK, WLB, and SFK: collaborated in the conception of this paper; DLT: conducted the statistical analyses and wrote the paper; RK: assisted in interpretation of the findings and the refining of manuscript drafts; WLB and SFK: provided overall guidance and statistical consultation; SFK: had primary responsibility for the final content; GEF: as the Principal Investigator of the AHS-2, contributed statistical advice and provided consultation on the final draft; and all authors: read and approved the final manuscript. The authors report no conflicts of interest.

Notes

The Adventist Health Study 2 was supported by National Cancer Institute (NCI) grants 5R01-CA94594 and 1U01CA152939 (to GEF). The NCI had no role in the design, analysis, or writing of this article.

Supplemental Figure 1 and Supplemental Table 1 are available from the “Supplementary data” link in the online posting of the article and from the same link in the online table of contents at https://academic.oup.com/ajcn/.

Abbreviations used: AHS-2, Adventist Health Study 2; BMD, bone mineral density; HT, hormone therapy; LOV, lacto-ovo-vegetarian; NVEG, nonvegetarian; PYRS, person-years.

Contributor Information

Donna L Thorpe, School of Allied Health Professions, Loma Linda University, Loma Linda, CA, USA.

W Lawrence Beeson, Adventist Health Study, School of Public Health, Loma Linda University, Loma Linda, CA, USA.

Raymond Knutsen, Adventist Health Study, School of Public Health, Loma Linda University, Loma Linda, CA, USA.

Gary E Fraser, Adventist Health Study, School of Public Health, Loma Linda University, Loma Linda, CA, USA.

Synnove F Knutsen, Adventist Health Study, School of Public Health, Loma Linda University, Loma Linda, CA, USA.

Data availability

Data described in the article, codebook, and analytic code will be made available upon request pending application and approval.

References

  • 1.McNaughton SA, Wattanapenpaiboon N, Wark JD, Nowson CA. An energy-dense, nutrient-poor dietary pattern is inversely associated with bone health in women. J Nutr. 2011;141(8):1516–23. [DOI] [PubMed] [Google Scholar]
  • 2.Benetou V, Orfanos P, Pettersson-Kymmer U, Bergström U, Svensson O, Johansson I, Berrino F, Tumino R, Borch KB, Lund Eet al. . Mediterranean diet and incidence of hip fractures in a European cohort. Osteoporos Int. 2013;24(5):1587–98. [DOI] [PubMed] [Google Scholar]
  • 3.Dai Z, Butler LM, van Dam RM, Ang L-W, Yuan J-M, Koh W-P. Adherence to a vegetable-fruit-soy dietary pattern or the Alternative Healthy Eating Index is associated with lower hip fracture risk among Singapore Chinese. J Nutr. 2014;144(4):511–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Haring B, Crandall CJ, Wu C, LeBlanc ES, Shikany JM, Carbone L, Orchard T, Thomas F, Wactawaski-Wende J, Li Wet al. . Dietary patterns and fractures in postmenopausal women: results from the Women's Health Initiative. JAMA Intern Med. 2016;176(5):645–52. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Lousuebsakul-Matthews V, Thorpe DL, Knutsen R, Beeson WL, Fraser GE, Knutsen SF. Legumes and meat analogues consumption are associated with hip fracture risk independently of meat intake among Caucasian men and women: the Adventist Health Study-2. Public Health Nutr. 2014;17(10):2333–43. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Qian F, Liu G, Hu FB, Bhupathiraju SN, Sun Q. Association between plant-based dietary patterns and risk of type 2 diabetes: a systematic review and meta-analysis. JAMA Intern Med. 2019;179(10):1335–44. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Zampelas A, Magriplis E. Dietary patterns and risk of cardiovascular diseases: a review of the evidence. Proc Nutr Soc. 2020;79(1):68–75. [DOI] [PubMed] [Google Scholar]
  • 8.Benatar JR, Stewart RAH. Cardiometabolic risk factors in vegans; a meta-analysis of observational studies. PLoS One. 2018;13(12):e0209086. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Le LT, Sabaté J. Beyond meatless, the health effects of vegan diets: findings from the Adventist cohorts. Nutrients. 2014;6(6):2131–47. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Dinu M, Abbate R, Gensini GF, Casini A, Sofi F. Vegetarian, vegan diets and multiple health outcomes: a systematic review with meta-analysis of observational studies. Crit Rev Food Sci Nutr. 2017;57(17):3640–9. [DOI] [PubMed] [Google Scholar]
  • 11.New SA. Do vegetarians have a normal bone mass?. Osteoporos Int. 2004;15(9):679–88. [DOI] [PubMed] [Google Scholar]
  • 12.Tucker KL. Vegetarian diets and bone status. Am J Clin Nutr. 2014;100(suppl_1):329S–35S. [DOI] [PubMed] [Google Scholar]
  • 13.Orlich MJ, Fraser GE. Vegetarian diets in the Adventist Health Study 2: a review of initial published findings. Am J Clin Nutr. 2014;100(suppl_1):353S–8S. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Knurick JR, Johnston CS, Wherry SJ, Aguayo I. Comparison of correlates of bone mineral density in individuals adhering to lacto-ovo, vegan, or omnivore diets: a cross-sectional investigation. Nutrients. 2015;7(5):3416–26. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Tong TYN, Appleby PN, Armstrong MEG, Fensom GK, Knuppel A, Papier K, Perez-Cornago A, Travis RC, Key TJ. Vegetarian and vegan diets and risks of total and site-specific fractures: results from the prospective EPIC-Oxford study. BMC Med. 2020;18(1):353. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Ellis FR, Holesh S, Ellis JW. Incidence of osteoporosis in vegetarians and omnivores. Am J Clin Nutr. 1972;25(6):555–8. [DOI] [PubMed] [Google Scholar]
  • 17.Smith AM. Veganism and osteoporosis: a review of the current literature. Int J Nurs Pract. 2006;12(5):302–6. [DOI] [PubMed] [Google Scholar]
  • 18.Ho-Pham LT, Nguyen ND, Nguyen TV. Effect of vegetarian diets on bone mineral density: a Bayesian meta-analysis. Am J Clin Nutr. 2009;90(4):943–50. [DOI] [PubMed] [Google Scholar]
  • 19.Matthews VL, Knutsen SF, Beeson WL, Fraser GE. Soy milk and dairy consumption is independently associated with ultrasound attenuation of the heel bone among postmenopausal women: the Adventist Health Study-2. Nutr Res. 2011;31(10):766–75. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Thorpe DL, Knutsen SF, Beeson WL, Rajaram S, Fraser GE. Effects of meat consumption and vegetarian diet on risk of wrist fracture over 25 years in a cohort of peri- and postmenopausal women. Public Health Nutr. 2008;11(6):564–72. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Orlich MJ, Singh PN, Sabaté J, Fan J, Sveen L, Bennett H, Knutsen SF, Beeson WL, Jaceldo-Siegl K, Butler TLet al. . Vegetarian dietary patterns and the risk of colorectal cancers. JAMA Intern Med. 2015;175(5):767–76. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Orlich MJ, Jaceldo-Siegl K, Sabaté J, Fan J, Singh PN, Fraser GE. Patterns of food consumption among vegetarians and non-vegetarians. Br J Nutr. 2014;112(10):1644–53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Sakamoto R, Jaceldo-Siegl K, Haddad E, Oda K, Fraser GE, Tonstad S. Relationship of vitamin D levels to blood pressure in a biethnic population. Nutr Metab Cardiovasc Dis. 2013;23(8):776–84. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Jaceldo-Siegl K, Fan J, Sabaté J, Knutsen SF, Haddad E, Beeson WL, Herring RP, Butler TL, Bennett H, Fraser GE. Race-specific validation of food intake obtained from a comprehensive FFQ: the Adventist Health Study-2. Public Health Nutr. 2011;14(11):1988–97. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Butler TL, Fraser GE, Beeson WL, Knutsen SF, Herring RP, Chan J, Sabaté J, Montgomery S, Haddad E. Cohort profile: the Adventist Health Study-2 (AHS-2). Int J Epidemiol. 2008;37(2):260–5. [DOI] [PubMed] [Google Scholar]
  • 26.Orlich MJ, Singh PN, Sabaté J, Jaceldo-Siegl K, Fan J, Knutsen S, Beeson WL, Fraser GE. Vegetarian dietary patterns and mortality in Adventist Health Study 2. JAMA Intern Med. 2013;173(13):1230–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Hu FB, Stampfer MJ, Rimm E, Ascherio A, Rosner BA, Spiegelman D, Willett WC. Dietary fat and coronary heart disease: a comparison of approaches for adjusting for total energy intake and modeling repeated dietary measurements. Am J Epidemiol. 1999;149(6):531–40. [DOI] [PubMed] [Google Scholar]
  • 28.Fraser G, Yan R. Guided multiple imputation of missing data: using a subsample to strengthen the missing-at-random assumption. Epidemiology. 2007;18(2):246–52. [DOI] [PubMed] [Google Scholar]
  • 29.Iguacel I, Miguel-Berges ML, Gómez-Bruton A, Moreno LA, Julián C. Veganism, vegetarianism, bone mineral density, and fracture risk: a systematic review and meta-analysis. Nutr Rev. 2019;77(1):1–18. [DOI] [PubMed] [Google Scholar]
  • 30.Crowe FL, Steur M, Allen NE, Appleby PN, Travis RC, Key TJ. Plasma concentrations of 25-hydroxyvitamin D in meat eaters, fish eaters, vegetarians and vegans: results from the EPIC-Oxford study. Public Health Nutr. 2011;14(2):340–6. [DOI] [PubMed] [Google Scholar]
  • 31.Nieves JW. Sex-differences in skeletal growth and aging. Curr Osteoporos Rep. 2017;15(2):70–5. [DOI] [PubMed] [Google Scholar]
  • 32.Nieves JW, Formica C, Ruffing J, Zion M, Garrett P, Lindsay R, Cosman F. Males have larger skeletal size and bone mass than females, despite comparable body size. J Bone Miner Res. 2005;20(3):529–35. [DOI] [PubMed] [Google Scholar]
  • 33.Nicks KM, Amin S, Atkinson EJ, Riggs BL, Melton LJ 3rd, Khosla S. Relationship of age to bone microstructure independent of areal bone mineral density. J Bone Miner Res. 2012;27(3):637–44. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Shanbhogue VV, Brixen K, Hansen S. Age- and sex-related changes in bone microarchitecture and estimated strength: a three-year prospective study using HRpQCT. J Bone Miner Res. 2016;31(8):1541–9. [DOI] [PubMed] [Google Scholar]
  • 35.Byberg L, Bellavia A, Larsson SC, Orsini N, Wolk A, Michaelsson K. Mediterranean diet and hip fracture in Swedish men and women. J Bone Miner Res. 2016;31(12):2098–105. [DOI] [PubMed] [Google Scholar]
  • 36.Kunutsor SK, Laukkanen JA, Whitehouse MR, Blom AW. Adherence to a Mediterranean-style diet and incident fractures: pooled analysis of observational evidence. Eur J Nutr. 2018;57(4):1687–700. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.de Jonge EA, Kiefte-de Jong JC, Hofman A, Uitterlinden AG, Kieboom BC, Voortman T, Franco OH, Rivadeneira F. Dietary patterns explaining differences in bone mineral density and hip structure in the elderly: the Rotterdam Study. Am J Clin Nutr. 2017;105(1):203–11. [DOI] [PubMed] [Google Scholar]
  • 38.Zhu L, Jiang X, Sun Y, Shu W. Effect of hormone therapy on the risk of bone fractures: a systematic review and meta-analysis of randomized controlled trials. Menopause. 2016;23(4):461–70. [DOI] [PubMed] [Google Scholar]
  • 39.Fabiani R, Naldini G, Chiavarini M. Dietary patterns in relation to low bone mineral density and fracture risk: a systematic review and meta-analysis. Adv Nutr. 2019;10(2):219–36. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Veronese N, Stubbs B, Koyanagi A, Hébert JR, Cooper C, Caruso MG, Guglielmi G, Reginster JY, Rizzoli R, Maggi Set al. . Pro-inflammatory dietary pattern is associated with fractures in women: an eight-year longitudinal cohort study. Osteoporos Int. 2018;29(1):143–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Rizzo NS, Jaceldo-Siegl K, Sabate J, Fraser GE. Nutrient profiles of vegetarian and nonvegetarian dietary patterns. J Acad Nutr Diet. 2013;113(12):1610–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Shivappa N, Steck SE, Hurley TG, Hussey JR, Hébert JR. Designing and developing a literature-derived, population-based dietary inflammatory index. Public Health Nutr. 2014;17(8):1689–96. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Bischoff-Ferrari HA. Should vitamin D administration for fracture prevention be continued? A discussion of recent meta-analysis findings. Z Gerontol Geriatr. 2019;52(5):428–32. [DOI] [PubMed] [Google Scholar]
  • 44.Bolland MJ, Grey A, Avenell A. Effects of vitamin D supplementation on musculoskeletal health: a systematic review, meta-analysis, and trial sequential analysis. Lancet Diabetes Endocrinol. 2018;6(11):847–58. [DOI] [PubMed] [Google Scholar]
  • 45.Kahwati LC, Weber RP, Pan H, Gourlay M, LeBlanc E, Coker-Schwimmer M, Viswanathan M. Vitamin D, calcium, or combined supplementation for the primary prevention of fractures in community-dwelling adults: evidence report and systematic review for the US Preventive Services Task Force. JAMA. 2018;319(15):1600–12. [DOI] [PubMed] [Google Scholar]
  • 46.Zhao J-G, Zeng X-T, Wang J, Liu L. Association between calcium or vitamin D supplementation and fracture incidence in community-dwelling older adults: a systematic review and meta-analysis. JAMA. 2017;318(24):2466–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Bischoff-Ferrari HA, Dawson-Hughes B, Willett WC. Issues of trial selection and subgroup considerations in the recent meta-analysis of Zhao and colleagues on fracture reduction by calcium and vitamin D supplementation in community-dwelling older adults. Osteoporos Int. 2018;29(9):2151–2. [DOI] [PubMed] [Google Scholar]
  • 48.Yao P, Bennett D, Mafham M, Lin X, Chen Z, Armitage J, Clarke R. Vitamin D and calcium for the prevention of fracture: a systematic review and meta-analysis. JAMA Network Open. 2019;2(12):e1917789. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Jaceldo-Siegl K, Knutsen SF, Sabaté J, Beeson WL, Chan J, Herring RP, Butler TL, Haddad E, Bennett H, Montgomery Set al. . Validation of nutrient intake using an FFQ and repeated 24 h recalls in black and white subjects of the Adventist Health Study-2 (AHS-2). Public Health Nutr. 2010;13(6):812–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Chan J, Jaceldo-Siegl K, Fraser GE. Serum 25-hydroxyvitamin D status of vegetarians, partial vegetarians, and nonvegetarians: the Adventist Health Study-2. Am J Clin Nutr. 2009;89(5):1686S–92S. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Ivers RQ, Cumming RG, Mitchell P, Peduto AJ. The accuracy of self-reported fractures in older people. J Clin Epidemiol. 2002;55(5):452–7. [DOI] [PubMed] [Google Scholar]
  • 52.Bischoff-Ferrari HA, Dawson-Hughes B, Baron JA, Burckhardt P, Li R, Spiegelman D, Specker B, Orav JE, Wong JB, Staehelin HBet al. . Calcium intake and hip fracture risk in men and women: a meta-analysis of prospective cohort studies and randomized controlled trials. Am J Clin Nutr. 2007;86(6):1780–90. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

nqab095_Supplemental_File

Data Availability Statement

Data described in the article, codebook, and analytic code will be made available upon request pending application and approval.


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