Associations between Plasma Folate and Vitamin B12, Blood Lead, and Bone Mineral Density among Adults and Elderly Who Received a Health Examination
by
, , and
Ru-Lan Hsieh
1,2, 
Ya-Li Huang
3,
Wei-Jen Chen
4,
Hsi-Hsien Chen
5,6,
Horng-Sheng Shiue
7,
Ying-Chin Lin
8,9,10,† and
Yu-Mei Hsueh
3,10,*,† 1
Department of Physical Medicine and Rehabilitation, Shin Kong Wu Ho-Su Memorial Hospital, Taipei 110, Taiwan
2
Department of Physical Medicine and Rehabilitation, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
3
Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
4
Department of Medicine, Section of Epidemiology and Population Sciences, Baylor College of Medicine, Houston, TX 77030, USA
5
Division of Nephrology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
6
Division of Nephrology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan
7
Department of Chinese Medicine, Chang Gung University College of Medicine, Taoyuan 333, Taiwan
8
Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
9
Department of Geriatric Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
10
Department of Family Medicine, Wan Fang Hospital, Taipei Medical University, Taipei 110, Taiwan
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Nutrients 2022, 14(4), 911; https://doi.org/10.3390/nu14040911
Submission received: 4 February 2022
/
Revised: 18 February 2022
/
Accepted: 19 February 2022
/
Published: 21 February 2022
(This article belongs to the Section Nutrition and Public Health)
Abstract
:This study hypothesized that plasma folate and vitamin B12 levels modified the association between blood lead and cadmium and total urinary arsenic levels and bone loss. A total of 447 study subjects who received a physical examination at the Wanfang Hospital Medical Center were recruited. Bone loss was defined as a calcaneus bone mineral density T-score less than −1. Blood cadmium and lead concentrations were measured by ICP-MS. Urinary arsenic species were determined using HPLC-HG-AAS. A SimulTRAC-SNB radioassay was used to measure plasma folate, vitamin B12, and homocysteine levels. Total urinary arsenic and blood lead concentration were positively correlated with the odds ratio (OR) for bone loss in a dose–response manner. The OR and 95% confidence interval (CI) for bone loss in participants with blood lead concentrations > 56.14 versus ≤33.82 μg/dL were 1.82 and 1.10–3.01. No correlation between plasma folate and vitamin B12 levels alone and bone loss was observed. However, this study is the first observational study to find that blood lead concentrations tend to increase the OR of bone loss in a low plasma folate and plasma vitamin B12 group with multivariate ORs (95% CI) of 2.44 (0.85–6.96).
1. Introduction
Osteoporosis, characterized as decreased bone mineral density (BMD), is associated with an increased risk of fractures and subsequent disability, and also contributes to increased morbidity and mortality in an aging population [1]. In a nationwide study analyzing data from the general population with ages equal to and over 50 years in the National Health Insurance Research Database of Taiwan, an increasing trend of osteoporosis prevalence has been reported in the decade from 2001 (17.4%) to 2011 (25.0%) [2]. The Taiwanese population is aging rapidly, and the prevalence of osteoporosis and related fractures has risen rapidly with age, posing an increasing threat to the elderly in Taiwan. Numerous factors have been identified as risk factors for osteoporosis, including sex, age, menopause, body mass index, alcohol consumption, tobacco smoking, corticosteroids use, and histories of fracture, diabetes, rheumatoid arthritis, and hyperthyroidism [3,4].
In addition to established risk factors, several environmental metal exposures, oxidants, and antioxidants are suspected to play a role in osteoporosis development. Previous evidence has implicated lead and cadmium, which may accumulate in the bone tissue of osteoporotic patients and be related to bone metabolism impairment [5]. Recently, a meta-analysis of fourteen published studies reported that exposure to lead and cadmium was associated with an increased risk of osteopenia or osteoporosis [6]. The positive association of cadmium exposure with osteopenia or osteoporosis was consistently observed in another meta-analysis that evaluated the association between urinary cadmium concentration and osteoporosis and osteopenia, but no association was found when assessing cadmium exposure in blood samples [7]. In a study of non-smoking postmenopausal women in Spain, no association was observed between bone health and exposure to lead and cadmium as assessed by the dietary intake questionnaire [8]. Therefore, the association between exposure to cadmium and bone mineral density remains inconclusive. Chronic arsenic exposure has also been identified as a risk factor for osteopenia [9]. Cell experiments have found that low-dose arsenic exposure was significantly associated with reducing the osteoblast differentiation of bone marrow cells [10]. In addition, alteration of bone microstructure and reduction of BMD were observed among rats that were exposed to 0.05 or 0.5 ppm arsenic in drinking water for 12 weeks [10]. However, few epidemiological studies have examined the association of arsenic exposure with low BMD.
Homocysteine, vitamin B12, and folate have been identified as determinants that may affect BMD. A meta-analysis has found that an increased level of homocysteine and vitamin B12 was observed among postmenopausal women with osteoporosis [11]. However, no association was observed between serum vitamin B12 and BMD in the study using data from the National Health and Nutrition Examination Survey (NHANES) in the United States [12]. Folate, a cofactor in homocysteine metabolism with vitamin B12 [13], has been found to be positively associated with higher BMD in the population of NHANES [12]. Nevertheless, in a Turkish study of postmenopausal women, serum levels of folate were not associated with BMD [14]. The association between vitamin B12, folate, and BMD remains inconclusive; more extensive studies are needed to clarify this association. The present study aimed to expand the evidence assessing the associations of environmental metal exposure, homocysteine, vitamin B12, and folate with bone loss, defined as decreased measured T-score of BMD. Given that environmental metal exposure has been implicated in homocysteine metabolism with respect to vitamin B12 and folate [15], we explored whether vitamin B12 and folate modify the association between environmental metal exposure and bone loss.
2. Materials and Methods
2.1. Study Subjects
A total of 405 subjects who received an adult health examination and 42 subjects who received a senile health examination at the Taipei Municipal Wanfang Hospital between July 2007 and September 2011 were enrolled in this cross-sectional study. Eligible participants included individuals who resided in Taipei City, spoke Mandarin, and expressed willingness to participate. In Taiwan, employees aged 40–65 can undergo a health examination each year provided by their designated hospital, which is a health and welfare measure provided by public or private organizations. All participants understood the purpose of the research and provided informed consent for urine and blood specimens to be collected for analysis in this study. The present study was approved by the Research Ethics Committee of Taipei Medical University, Taiwan (TMU-Joint Institutional Review Board N202007046) and conducted in accordance with the Declaration of Helsinki.
2.2. Questionnaire Interview and Specimens Collection
Each participant completed a standardized interview by a well-trained interviewer based on a structured questionnaire. The information collected included demographic and socioeconomic characteristics; lifestyle factors, such as cigarette smoking status, alcohol, tea, and coffee consumption; analgesic use; and personal medical history of hypertension and diabetes. Urine samples were collected at the time of recruitment and immediately transferred to a refrigerator at −20 °C for analysis of arsenic species. We used ethylenediaminetetraacetic acid (EDTA) vacuum syringes to collect 5–8 mL of peripheral blood samples and separated plasma and red blood cells at the time of recruitment and immediately transferred these to a refrigerator at −80 °C in order to prepare for the determination of homocysteine, folate, and vitamin B12, and red blood cells for the measurement of lead and cadmium concentrations.
2.3. Measurement of Bone Mineral Density
Quantitative ultrasound was used to obtain broadband ultrasound attenuation for measuring BMD in the calcaneus using an Ultrasound bone densitometer PEGASUS, Medilink. France. Quantitative ultrasound is a convenient and economical tool for evaluating BMD by quantifying the attenuations when ultrasound waves pass through the bone tissue at different speeds at the same time. A T-score was calculated by comparing the BMD of each participant to the peak BMD of a healthy 30-year-old adult. According to WHO standards, T-score ≤ −2.5 indicates osteoporosis, −2.5 < T-score < −1 indicates low BMD (osteopenia), and T-score ≥ −1 is considered normal BMD [16]. Since the number of participants with a T-score ≤ −2.5 was small in this study (n = 18), participants with a T-score ≤ −2.5 and −2.5 < T-score < −1 were collectively defined as the bone loss group in the analysis. Participants with a T-score ≥ −1 were defined as the normal bone mineral density group.
2.4. Measurement of Environmental Metal Exposure, Homocysteine, Vitamin B12, and Folate
We assessed inorganic arsenic exposure by summing the urinary concentrations of arsenite, arsenate, monomethylarsonic acid, and dimethylarsinic acid as quantified by a high-performance liquid chromatography-linked hydride generator and atomic absorption spectrometry [17]. Concentrations of total urinary arsenic were adjusted for urinary creatinine concentrations in order to take urinary dilution into account. Concentrations of lead and cadmium were measured from red blood cells determined by inductively coupled plasma mass spectrometry [18].
Concentrations of plasma homocysteine, vitamin B12 and folate were assessed with a radioassay kit (Bio-Rad, Richmond, CA, USA) and 1470 Wizard series gamma counters [19]. The validity, reliability, and detection limits of the measurement of metals, homocysteine, vitamin B12, and folate are presented in Supplementary Table S1.
2.5. Statistical Analysis
Means ± standard deviation and numbers (as percentages) were reported for continuous and categorical variables, respectively. The Wilcoxon rank-sum test and the Kruskal–Wallis test were employed to compare the differences between two groups or more than two groups for the continuous variables, respectively. The distributions of the categorical variables between groups were tested by means of the chi-squared test. The correlation between plasma folate and vitamin B12 levels and bone mineral density T-scores and plasma homocysteine levels were determined by a multivariate linear regression model after adjusting for confounding variables. Multivariate logistic regressions were used to analyze the association between the risk factors and bone loss. The cut-off points of the continuous variable among the independent variables were the corresponding tertiles of the reference group for these analyses. The risk of bone loss was calculated by multivariate-adjusted odds ratio (OR) and with a 95% confidence interval (CI). The significance test of the linear trend was to use the exposure stratification variable as a scoring variable and analyzed it as a continuous variable. All data analyses used the SAS software package (version 9.4; SAS Institute, Cary, NC, USA). Statistical significance was expressed as p < 0.05 (two-tailed).
3. Results
The association among sociodemographic characteristics, lifestyle, disease history, and bone loss are presented in Table 1. In total, 447 participants were aged 23 to 84 years. There were 284 males and 163 females. As age increased, the OR of bone loss increased, which indicates a significant dose–response relationship between the two factors. The OR of bone loss in women was higher than that in men. However, the difference was not significant. Furthermore, participants who frequently or occasionally drank alcohol had a significantly higher risk of bone loss than those who never drank, with an OR (95% CI) of 1.70 (1.10–2.63). Participants who frequently or occasionally drank coffee had a significantly lower risk of bone loss than those who did not drink coffee, with an OR (95% CI) of 0.64 (0.43–0.94). However, body mass index, education level, cigarette smoking habit, tea drinking, and history of diabetes or hypertension were not associated with bone loss.
As blood lead concentrations increased, the OR of bone loss significantly increased after adjustment for age, sex, and alcohol and coffee consumption. The OR (95% CI) of bone loss in patients with blood lead levels > 56.14 μg/dL was 1.82 (1.10–3.01) after multivariate adjustment compared to those with blood levels ≤ 33.82 μg/dL. Furthermore, a higher total urinary arsenic concentration was associated with a higher OR of bone loss (Table 2). No evidence of associations was observed between plasma folate, vitamin B12, homocysteine concentrations, and bone loss.
Notably, plasma homocysteine significantly decreased as plasma folate and vitamin B12 increased, with regression coefficients of −0.0197 (p-value = 0.0004) and −0.0012 (p-value = 0.014), respectively (Figure 1A,B). However, vitamin B12 and plasma folate and vitamin B12 were not related to BMD T-scores (Figure 1C,D).
These findings indicate that, although plasma folate and vitamin B12 concentrations are positively correlated (Figure 1E), they are not directly related to bone loss. To explore whether low plasma folate and low vitamin B12 levels alter the association between metals and bone loss, we performed a combination analysis. Patients with low plasma folate (≤6.95 ng/mL) and low vitamin B12 (≤522.50 pg/mL), low plasma folate and high vitamin B12, high plasma folate and low vitamin B12, and high plasma folate and high vitamin B12 concentrations were defined as low/low, low/high, high/low, and high/high groups, respectively. Concentrations of plasma homocysteine in the low/low and the low/high and high/low groups were significantly higher than those in the high/high group (Table 3). However, no difference was observed for total urinary arsenic or blood lead concentrations. In the low/low group, the total urinary arsenic concentrations for individuals with bone loss were significantly higher than those for individuals with normal bone mineral density. In the low/high and high/low and the high/high groups, the total urinary arsenic concentrations for individuals with bone loss were marginally higher than those for individuals with normal bone mineral density. Furthermore, in the low/low group, blood lead concentrations for individuals with bone loss were marginally higher than those for individuals with normal bone mineral density. No difference was found in plasma homocysteine concentrations between individuals with bone loss and individuals with normal bone mineral density even stratified by the combination groups of plasma folate and vitamin B12 (Table 3).
Subsequently, we analyzed the association between total urinary arsenic, blood lead, and plasma homocysteine concentrations and bone loss in the three groups. We found that in the low/low group an increase in blood lead concentrations was associated with an increase in the OR of bone loss (Table 4).
4. Discussion
In this study, we found aging to be associated with bone loss. Alcohol and coffee consumption increased and decreased the OR of bone loss, respectively. Total urinary arsenic and blood lead concentrations were positively correlated with the OR of bone loss in a dose–response manner. No correlation was observed between bone loss and plasma folate or vitamin B12 levels. However, this was the first observational study to find that an increase in blood lead concentrations was associated with an increase in the OR of bone loss in individuals with low plasma folate and plasma vitamin B12 levels.
In a previous study, arsenic was found in in vitro and in vivo experiments to directly and indirectly affect bone remodeling, respectively, which was mainly due to changes in osteoblast differentiation and function, resulting in a decrease in bone mineral density [20]. In another study, long-term exposure to low doses of lead reduced bone density and the number of cancellous bone trabeculae in male mice, which then inhibited bone formation and led to bone damage [21]. A cross-sectional study of the general population in the United States found that lead exposure was associated with a decrease in femoral and spine bone mineral density in premenopausal women [22]. In this study, we found a significant dose–response relationship between total urinary arsenic and blood lead concentrations and bone loss in adult and older patients who underwent health examinations. Arsenic and lead exposure were both related to bone loss.
Low blood lead concentrations have been found to interfere with the calcium regulation process; in an in vivo experiment involving lead-intoxicated animals, lead was observed to replace calcium and combine with osteocalcin, which resulted in a low bone formation rate [23]. Mineralization of bone tissue as a response to lead exposure may be mediated by changes in the bone turnover mechanism involved in mineral remodeling. These effects may be related to the adverse effects of lead on the processes regulating the bone turnover mechanism and affecting bone maturation and bone growth [24]. Bone can accumulate pentavalent arsenic for long periods; the accumulation of arsenate in bone may be due to the similarity between arsenate and phosphate. Arsenate may replace phosphate in hydroxyapatite crystals [25], which affects the function of bones.
A high serum total homocysteine concentration has also been reported to affect bones; this phenomenon occurs due to the deficiency of vitamin B12 and folate related to their metabolization, which is further related to decreased bone mineral density [26]. Previous studies have explored correlations among homocysteine, vitamin B12, folate, and bone mineral density; however, the results have been inconsistent. One study found that bone mineral density had a significantly positive correlation with serum folate levels, but not with homocysteine or vitamin B12, in postmenopausal women [27]. In addition, osteoporosis in Turkish postmenopausal women was reported to be related to homocysteine levels above the median and vitamin B12 values below the lowest quintile [28]. In healthy Moroccan postmenopausal women, high homocysteine and high vitamin B12 levels were reported to be independent risk factors for osteoporosis [29]. Furthermore, a meta-analysis indicated that high homocysteine and vitamin B12, but not folate, levels were associated with osteoporosis in postmenopausal women [11]. A 2021 study in American adults found that serum folate levels were positively correlated with bone mineral density; furthermore, although no correlation was found between serum vitamin B12 and bone mineral density, differences related to race and ethnicity were found [12]. In the present study, we observed that higher plasma folate and vitamin B12 levels were significantly related to lower plasma homocysteine levels. However, plasma folate, vitamin B12, and homocysteine levels were not related to bone loss. This may be due to the subjects in this study being patients undergoing health examinations rather than those with serious health problems. However, high blood lead concentrations were observed to be related to bone loss in the group with both low plasma folate and low vitamin B12 concentrations. A lack of vitamin B12 or taurine is often associated with delayed growth and bone maturation; in one study, a vitamin B12 deficiency in mice resulted in a significant reduction in body growth and a decline in bone mass due to the decreased activity of osteoblasts [30]. In addition, folate is a cofactor of nitric oxide synthase; it promotes the maintenance of bone density by contributing to the maintenance of optimal nitric oxide synthase activity in bone cells [31]. However, insufficient levels of serum folate prevent the appropriate regulation of fat and protein metabolization, which increases fatty acid synthesis and reduces muscle growth and function [32]. In addition, folate promotes cell homeostasis; therefore, an insufficient dietary intake of folate may prevent the counteraction of inflammation, apoptosis, and autophagy [32]. Moreover, low levels of plasma folate cannot indirectly regulate bone metabolism through bone–muscle crosstalk. The potential of low plasma folate and vitamin B12 levels caused by environmental metal exposure to increase the risk of bone loss requires further investigation.
Regarding the relationship between homocysteine levels and bone loss, a study of postmenopausal women found a significant negative correlation between homocysteine levels and bone loss [26]; another study reported that low plasma homocysteine levels were related to increased forearm bone mineral density [33]. However, other studies have found that homocysteine was not related to bone loss in postmenopausal women [34,35]. In this study, homocysteine levels in the low plasma folate and vitamin B12 group were significantly higher than those in the high plasma folate and vitamin B12 group; however, homocysteine levels were not related to bone loss. This may be because most of the participants in this study were healthy, and plasma homocysteine was, therefore, not involved in the process of bone loss. However, this topic requires further exploration.
This study has several limitations. Firstly, this was a cross-sectional study; therefore, the causal relationship between blood lead and total urinary arsenic concentrations and bone loss could not be confirmed. Biospecimens were collected only once for evaluation of blood cadmium and lead, total urinary arsenic, plasma folate, and plasma vitamin B12 concentrations. However, if all subjects have stable lifestyles and steady-state metabolism, these measurements may be reliable. Additionally, physical activity and dietary patterns could not be adjusted in the models, as these factors were not measured in our study. The study had the further limitations of a small sample size and the inability to obtain data on other factors that may affect bone mineral density. However, the results of this study revealed high blood lead levels to be associated with bone loss in participating individuals with low plasma folate and vitamin B12 levels.
5. Conclusions
Our study demonstrated that age increment and high blood lead and total urinary arsenic levels significantly increased the OR for bone loss in a dose–response manner. In addition, this study is the first observational study to find that an increase in blood lead concentrations tended to increase the OR of bone loss in a low plasma folate and low plasma vitamin B12 group. These findings indicate that for those with lower plasma folate and vitamin B12 concentrations, the greater the lead exposure, the higher the OR of bone loss.
Supplementary Materials
The following are available online at https://www.mdpi.com/article/10.3390/nu14040911/s1, Table S1: The validity and reliability of the measurement of urinary arsenic species, red blood cell lead and cadmium, and plasma homocysteine, vitamin B12, and folate.
Author Contributions
Conceptualization, H.-S.S.; Visualization, Y.-L.H.; Funding acquisition, Y.-M.H. and R.-L.H.; Resources, Y.-C.L. and H.-H.C.; Writing—original draft, R.-L.H.; Formal analysis and Writing—review & editing, W.-J.C.; Supervision and Project administration, Y.-M.H. All authors have read and agreed to the published version of the manuscript.
Funding
This study was supported by grants from the Taipei Medical University-Wanfang Hospital Research Project (110TMU-WFH-01) in Taiwan and the Ministry of Science and Technology, Taiwan (MOST 106-2314-B-038-066, MOST 107-2314-B-038-073, MOST 108-2314-B-038-089, MOST 109-2314-B-038-081, MOST 109-2314-B-038-067, and MOST 110-2314-B-038-054).
Institutional Review Board Statement
The present study was approved by the Research Ethics Committee of Taipei Medical University, Taiwan (TMU-Joint Institutional Review Board N202007046).
Informed Consent Statement
Informed consent was obtained from all subjects involved in the study.
Conflicts of Interest
We have disclosed all financial and interpersonal relationships that could be viewed as potential conflicts of interest.
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Figure 1.
The correlations between plasma folate, vitamin B12, homocysteine, and bone mineral density while adjusting for age, sex, alcohol, and coffee consumption. (A) plasma folate and homocysteine; (B) plasma vitamin B12 and homocysteine; (C) plasma folate and bone mineral density; (D) plasma vitamin B12 and bone mineral density; (E) plasma vitamin B12 and folate.
Figure 1.
The correlations between plasma folate, vitamin B12, homocysteine, and bone mineral density while adjusting for age, sex, alcohol, and coffee consumption. (A) plasma folate and homocysteine; (B) plasma vitamin B12 and homocysteine; (C) plasma folate and bone mineral density; (D) plasma vitamin B12 and bone mineral density; (E) plasma vitamin B12 and folate.
Table 1.
The association between sociodemographic characteristics, lifestyle, and disease history and bone loss.
Table 1.
The association between sociodemographic characteristics, lifestyle, and disease history and bone loss.
| Variables | Bone Loss (N = 185) N (%) | Normal Bone Mineral Density (N = 262) N (%) | Age–Sex Adjusted OR (95% CI) |
|---|---|---|---|
| Age (years) | 56.02 ± 9.66 *** | 51.85 ± 10.23 *** | |
| ≤50 | 38 (20.54) | 109 (41.60) | 1.00 a,§,*** |
| >50–65 | 122 (65.95) | 136 (51.91) | 2.43 (1.55–3.81) *** |
| >65 | 25 (13.51) | 17 (6.49) | 4.00 (1.94–8.24) *** |
| Sex | |||
| Male | 106 (57.30) | 178 (67.94) | 1.00 b |
| Female | 79 (42.70) | 84 (32.06) | 1.37 (0.92–2.05) |
| BMI (kg/m2) | |||
| ≤24 | 119 (64.32) | 149 (56.87) | 1.00 |
| >24–27 | 37 (20.00) | 65 (24.81) | 0.62 (0.38–1.02) + |
| >27 | 29 (15.68) | 48 (18.32) | 0.72 (0.42–1.24) |
| Educational level | |||
| Illiterate/elementary | 37 (20.00) | 28 (10.69) | 1.00 |
| Junior/senior high | 56 (30.27) | 73 (27.86) | 0.79 (0.42–1.49) |
| College and above | 92 (49.73) | 161 (61.45) | 0.65 (0.36–1.18) |
| Cigarette smoking | |||
| Non-smoker | 135 (72.97) | 182 (69.73) | 1.00 |
| Smoker | 50 (27.03) | 79 (30.27) | 1.06 (0.66–1.69) |
| Alcohol consumption | |||
| Never | 109 (58.93) | 165 (62.98) | 1.00 §,** |
| Frequent | 31 (16.76) | 52 (19.85) | 2.14 (1.27–3.61) ** |
| Occasional | 45 (24.31) | 45 (17.18) | 1.36 (0.75–2.26) |
| Frequent or occasional | 76 (41.07) | 97 (37.03) | 1.70 (1.10–2.63) * |
| Coffee consumption | |||
| No | 103 (55.68) | 114 (43.51) | 1.00 |
| Frequent | 45 (24.32) | 94 (35.88) | 0.81 (0.49–1.35) |
| Occasional | 37 (20.00) | 54 (20.61) | 0.54 (0.34–0.85) ** |
| Frequent or occasional | 82 (44.32) | 148 (56.49) | 0.64 (0.43–0.94) * |
| Tea consumption | |||
| No | 76 (41.08) | 82 (31.64) | 1.00 |
| Frequent | 67 (36.22) | 132 (51.56) | 0.65 (0.42–1.01) + |
| Occasional | 42 (22.70) | 43 (16.80) | 1.29 (0.75–2.22) |
| Frequent or occasional | 109 (58.92) | 175 (68.36) | 0.81 (0.54–1.21) |
| Diabetes | |||
| No | 173 (93.51) | 243 (92.75) | 1.00 |
| Yes | 12 (6.49) | 19 (7.25) | 0.67 (0.31–1.46) |
| Hypertension | |||
| No | 149 (89.54) | 206 (79.54) | 1.00 |
| Yes | 36 (19.46) | 53 (20.46) | 0.76 (0.47–1.26) |
Abbreviations: OR, odds ratio; CI, confidence interval; BMI, body mass index. Values are expressed as the mean ± standard deviation. a Adjusted for sex. b Adjusted for age. § p-values < 0.05 for trend test. + 0.05 < p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001.
Table 2.
The associations between total urinary arsenic, red blood cell lead and cadmium, plasma folate, vitamin B12, homocysteine, and bone loss.
Table 2.
The associations between total urinary arsenic, red blood cell lead and cadmium, plasma folate, vitamin B12, homocysteine, and bone loss.
| Variables | Bone Loss N (%) | Normal Bone Mineral Density N (%) | Age–Sex Adjusted OR (95% CI) | Multivariate Adjusted OR (95% CI) |
|---|---|---|---|---|
| Total urinary arsenic (μg/g creatinine) | 14.33 (0.13, 62.46) a,** | 11.25 (0.06, 92.99) a,** | ||
| ≤9.30 | 41 (22.16) | 87 (33.21) | 1.00 §,* | 1.00 §,+ |
| >9.30–14.91 | 63 (34.05) | 88 (33.58) | 1.39 (0.84–2.31) | 1.27 (0.76–2.12) |
| >14.91 | 81 (43.78) | 87 (33.21) | 1.72 (1.05–2.81) * | 1.55 (0.94–2.56) + |
| Blood lead (μg/dL) | 4.91 (1.30, 19.25) a,* | 4.29 (0.92, 14.97) a,* | ||
| ≤33.82 | 44 (23.78) | 88 (33.58) | 1.00 §,** | 1.00 §,* |
| >33.82–56.14 | 66 (35.68) | 87 (33.21) | 1.60 (0.97–2.62) + | 1.52 (0.92–2.53) * |
| >56.14 | 75 (40.54) | 87 (33.21) | 1.95 (1.20–3.20) ** | 1.82 (1.10–3.01) * |
| Blood cadmium (μg/L) | 1.26 (0.08, 10.86) | 1.16 (0.12, 14.82) | ||
| ≤0.84 | 54 (29.19) | 89 (33.97) | 1.00 | 1.00 |
| >0.84–1.58 | 64 (34.59) | 87 (33.21) | 1.06 (0.65–1.73) | 1.00 (0.61–1.64) |
| >1.58 | 67 (36.22) | 86 (32.82) | 1.16 (0.72–1.89) | 0.97 (0.59–1.61) |
| Plasma folate (ng/mL) | 6.98 (2.28, 28.70) | 6.95 (1.87, 18.50) | ||
| ≤5.83 | 55 (30.39) | 88 (33.58) | 1.00 | 1.00 |
| >5.83–8.46 | 59 (32.60) | 87 (33.21) | 0.87 (0.54–1.41) | 0.84 (0.52–1.36) |
| >8.46 | 67 (37.02) | 87 (33.21) | 0.70 (0.43–1.16) | 0.71 (0.43–1.17) |
| Plasma vitamin B12 (pg/mL) | 530.0 (113.0, 3666.0) | 522.50 (198.0, 3608.0) | ||
| ≤442 | 58 (31.35) | 87 (33.21) | 1.00 | 1.00 |
| >442–610 | 71 (38.38) | 88 (33.58) | 1.23 (0.77–1.96) | 1.24 (0.77–1.99) |
| >610 | 56 (30.27) | 87 (33.21) | 0.85 (0.52–1.38) | 0.87 (0.53–1.42) |
| Homocysteine (μmole/L) | 10.52 (4.99, 31.06) a,+ | 10.80 (4.50, 33.10) a,+ | ||
| ≤9.03 | 63 (34.05) | 89 (33.79) | 1.00 | 1.00 |
| >9.03–12.78 | 80 (43.24) | 87 (33.21) | 1.31 (0.82–2.07) | 1.34 (0.84–2.15) |
| >12.78 | 42 (22.70) | 86 (32.82) | 0.68 (0.41–1.15) | 0.70 (0.41–1.19) |
Abbreviations: OR, odds ratio; CI, confidence interval. Values are expressed as the median (minimum, maximum). The multivariate regression model was adjusted for age, sex, alcohol, and coffee consumption. a Wilcoxon rank-sum test. § Test for trend. + 0.05 < p < 0.1, * p < 0.05, ** p < 0.01.
Table 3.
Comparison of total urinary arsenic level, red blood cell lead, and plasma homocysteine between bone loss cases and normal bone mineral density stratified by a combination of plasma folate and vitamin B12 levels.
Table 3.
Comparison of total urinary arsenic level, red blood cell lead, and plasma homocysteine between bone loss cases and normal bone mineral density stratified by a combination of plasma folate and vitamin B12 levels.
| Variables | Overall | Bone Loss | Normal Bone Mineral Density |
|---|---|---|---|
| Low/low group for plasma folate and vitamin B12 (N = 141) | |||
| Total urinary arsenic (μg/g creatinine) | 12.97 (1.18, 62.46) | 15.22 (4.77, 62.46) a,* | 11.10 (1.18, 52.68) a,* |
| Blood lead (μg/dL) | 4.79 (1.10, 14.51) | 5.20 (1.31, 14.49) d,+ | 4.50 (1.10, 14.51) d,+ |
| Plasma homocysteine (μmole/L) | 11.42 (5.53, 31.06) e,* | 11.30 (5.53, 31.06) | 11.40 (6.21, 26.34) |
| Low/high or high/low groups for plasma folate and vitamin B12 (N = 164) | |||
| Total urinary arsenic (μg/g creatinine) | 12.69 (0.13, 54.90) | 14.57 (0.13, 44.0) b,+ | 11.38 (3.35, 54.90) b,+ |
| Blood lead (μg/dL) | 4.74 (0.92, 19.25) | 5.08 (1.44, 19.25) | 4.31 (0.92, 13.40) |
| Plasma homocysteine (μmole/L) | 10.82 (4.99, 33.10) f,* | 10.49 (4.99, 18.81) | 10.49 (5.62, 33.11) |
| High/high group for plasma folate and vitamin B12 (N = 142) | |||
| Total urinary arsenic (μg/g creatinine) | 12.26 (0.06, 92.99) | 13.32 (2.53, 35.66) c,+ | 11.51 (0.06, 92.99) c,+ |
| Blood lead (μg/dL) | 4.46 (1.13, 16.23) | 4.67 (1.30, 16.23) | 4.24 (1.13, 14.97) |
| Plasma homocysteine (μmole/L) | 9.44 (4.50, 24.40) e,f,* | 8.84 (5.19, 16.38) g,* | 9.87 (4.50, 24.40) g,* |
The low/low group was defined as participants with low levels of plasma folate (≤6.95 ng/mL) and vitamin B12 (≤522.50 pg/mL); the low/high and high/low groups were defined as participants either with a low level of plasma folate and a high level of vitamin B12 or a high level of plasma folate and a low level of vitamin B12; participants with high levels of plasma folate and vitamin B12 were defined as the high/high group. Values are expressed as the median (minimum, maximum). The comparison of the average of metals between three groups (overall) and between two groups (bone loss and normal mineral bone density) was determined by Kruskal–Wallis and Wilcoxon tests, respectively. The same English letters indicate that there was a significant difference between each of two groups. + 0.05 < p < 0.1, * p < 0.05.
Table 4.
Dose−response relationship between total urinary arsenic level, red blood cell lead, plasma homocysteine, and bone loss stratified by a combination of plasma folate and vitamin B12 levels.
Table 4.
Dose−response relationship between total urinary arsenic level, red blood cell lead, plasma homocysteine, and bone loss stratified by a combination of plasma folate and vitamin B12 levels.
| Variables | Case/Control | Age–Sex Adjusted ORs (95% CI) | Multivariate Adjusted ORs (95% CI) a | |
|---|---|---|---|---|
| Low/low group for plasma folate and vitamin B12 (N = 141) | ||||
| Total urinary arsenic (μg/g creatinine) | Low | 13/29 | 1.00 §,+ | 1.00 |
| Moderate | 15/28 | 1.33 (0.52–3.37) | 1.17 (0.45–3.02) | |
| High | 28/28 | 2.10 (0.89–4.94) + | 1.97 (0.82–4.97) | |
| Blood lead (μg/dL) | Low | 7/29 | 1.00 | 1.00 |
| Moderate | 30/28 | 4.44 (1.65–11.97) ** | 4.24 (1.53–11.73) ** | |
| High | 19/28 | 2.64 (0.94–7.42) + | 2.44 (0.85–6.96) + | |
| Plasma homocysteine (μmole/L) | Low | 19/29 | 1.00 | 1.00 |
| Moderate | 29/29 | 1.38 (0.62–3.09) | 1.31 (0.58–2.96) | |
| High | 8/27 | 0.44 (0.16–1.21) | 0.45 (0.16–1.26) | |
| Low/high or high/low groups for plasma folate and vitamin B12 (N = 164) | ||||
| Total urinary arsenic (μg/g creatinine) | Low | 16/30 | 1.00 | 1.00 |
| Moderate | 27/33 | 1.34 (0.59–3.01) | 1.32 (0.37–3.06) | |
| High | 28/30 | 1.54 (0.68–3.47) | 1.43 (0.62–3.29) | |
| Blood lead (μg/dL) | Low | 18/31 | 1.00 §,+ | 1.00 |
| Moderate | 23/32 | 1.33 (0.59–3.98) | 1.19 (0.52–2.73) | |
| High | 30/30 | 2.09 (0.93–4.66) + | 1.82 (0.80–4.15) | |
| Plasma homocysteine (μmole/L) | Low | 20/32 | 1.00 | 1.00 |
| Moderate | 31/31 | 1.77 (0.81–3.85) | 1.77 (0.81–3.92) | |
| High | 20/30 | 1.17 (0.50–2.74) | 1.21 (0.51–2.89) | |
| High/high group for plasma folate and vitamin B12 (N = 142) | ||||
| Total urinary arsenic (μg/g creatinine) | Low | 9/27 | 1.00 | 1.00 |
| Moderate | 27/29 | 2.52 (0.96–6.63) + | 2.63 (0.96–7.24) + | |
| High | 22/28 | 1.85 (0.68–5.03) | 1.61 (0.57–4.57) | |
| Blood lead (μg/dL) | Low | 15/28 | 1.00 | 1.00 |
| Moderate | 24/29 | 1.35 (0.57–3.20) | 1.48 (0.59–3.67) | |
| High | 19/27 | 1.73 (0.69–4.36) | 1.73 (0.65–4.56) | |
| Plasma homocysteine (μmole/L) | Low | 27/29 | 1.00 | 1.00 |
| Moderate | 19/28 | 0.65 (0.28–1.49) | 0.72 (0.30–1.71) | |
| High | 12/27 | 0.41 (0.16–1.06) + | 0.42 (0.16–1.10) + | |
The low/low group was defined as participants with low levels of plasma folate (≤6.95 ng/mL) and vitamin B12 (≤522.50 pg/mL); the low/high and high/low groups were defined as participants either with a low level of plasma folate and a high level of vitamin B12 or a high level of plasma folate and a low level of vitamin B12; participants with high levels of plasma folate and vitamin B12 were defined as the high/high group. Cut-off points for total urinary arsenic (μg/g creatinine), blood lead (μg/dL) and plasma homocysteine (μmole/L) were 9.38 and 14.67 (μg/g creatinine), 28.98 and 59.46 (μg/dL), and 10.19 and 13.75 (μmole/L), respectively, in the low/low group; 0.09456 and 0.15835 (μg/g creatinine), 3.572 and 5.518 (μg/dL), and 8.9 and 12.8 (μmole/L), respectively, in the low/high and high/low groups; 0.08439 and 0.14905 (μg/g creatinine), 3.346 and 5.982 (μg/dL), and 8.44 and 11.73 (μmole/L), respectively, in the high/high group. + 0.05 ≤ p < 0.1. ** p < 0.01. § p-values < 0.05 for trend test. a Adjusted for age, sex, alcohol, and coffee consumption.
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Hsieh, R.-L.; Huang, Y.-L.; Chen, W.-J.; Chen, H.-H.; Shiue, H.-S.; Lin, Y.-C.; Hsueh, Y.-M. Associations between Plasma Folate and Vitamin B12, Blood Lead, and Bone Mineral Density among Adults and Elderly Who Received a Health Examination. Nutrients 2022, 14, 911. https://doi.org/10.3390/nu14040911
AMA Style
Hsieh R-L, Huang Y-L, Chen W-J, Chen H-H, Shiue H-S, Lin Y-C, Hsueh Y-M. Associations between Plasma Folate and Vitamin B12, Blood Lead, and Bone Mineral Density among Adults and Elderly Who Received a Health Examination. Nutrients. 2022; 14(4):911. https://doi.org/10.3390/nu14040911
Chicago/Turabian StyleHsieh, Ru-Lan, Ya-Li Huang, Wei-Jen Chen, Hsi-Hsien Chen, Horng-Sheng Shiue, Ying-Chin Lin, and Yu-Mei Hsueh. 2022. "Associations between Plasma Folate and Vitamin B12, Blood Lead, and Bone Mineral Density among Adults and Elderly Who Received a Health Examination" Nutrients 14, no. 4: 911. https://doi.org/10.3390/nu14040911
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