http://orcid.org/0000-0002-8064-4564
Figures
Abstract
Background
Calcium is one of the essential micronutrients in the human body and is well-known for its important role in keeping bones and teeth healthy. However, calcium deficiency is a very common nutritional problem in the world and especially in China. The aim of this research was to determine the dietary calcium intake of Chinese adults and the corresponding food sources based on data from the 2015 China Nutritional Transition Cohort Study.
Methods
We obtained dietary data from Chinese adults ages 18 to 64 years in 15 provinces, autonomous regions, and municipalities using 3 consecutive days combined with the household weighing method. We used the China Food Composition (book 1, 2nd edition) to calculate the calcium intake from each food category. We regarded the percentage of participants with a calcium intake median below the estimated average requirement as the level of calcium inadequacy in the overall population.
Results
We divided the participants into 2 age groups, 18–49 years and 50–64 years, which included 6,630 and 5,307 participants, respectively. The groups’ dietary calcium intake medians were 324.8 milligrams per day (mg/d) and 332.7 mg/d, respectively, and the calcium inadequacies were 92.9% and 96.0%, correspondingly. The median calcium intake for the whole study population was 328.3 mg/d, and the inadequacy was 94.3%, which improved with higher education, income, and urbanization levels. The main food sources of dietary calcium among the study population were vegetables, legumes, and cereals, which contributed 30.2%, 16.7%, and 14.6%, respectively. Milk and dairy products contributed 6.7% to the study population but varied with the urbanization level to 15.0%, 6.1%, 6.3%, and 2.0% in urban, suburban, county, and rural areas, respectively.
Citation: Huang F, Wang Z, Zhang J, Du W, Su C, Jiang H, et al. (2018) Dietary calcium intake and food sources among Chinese adults in CNTCS. PLoS ONE 13(10): e0205045. https://doi.org/10.1371/journal.pone.0205045
Editor: Cheng Hu, Shanghai Diabetes Institute, CHINA
Received: July 3, 2018; Accepted: September 18, 2018; Published: October 1, 2018
Copyright: © 2018 Huang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: The datasets supporting the conclusions of this article are available in http://www.cpc.unc.edu/projects/china/data.
Funding: Financial support was provided by Ministry of Finance of the people’s Republic of China (No. 13103110700015005). The website about this fund is not available. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Calcium is one of the essential micronutrients in the human body and is well-known for its important role in keeping bones and teeth healthy [1]. However, calcium inadequacy is prevalent among adults in both developing and developed countries [2–6]. In Greece 18.2% to 59.3% of middle-aged women and 44.1% to 96.7% of postmenopausal women consumed calcium below the estimated average requirement (EAR) in 2008 [3]. In the United States the percentages were 6.2% for males and 26.2% for females ages 19–50 during 2007–2010 [2]. In the past we assessed the calcium inadequacy in Chinese adults by comparing the actual intake to the adequate intake (AI) level. Between 1991 and 2009 among adults 18–49 years old 94.8%–97.8% of males and 95.7%–98.6% of females showed intakes below the AI level [5]. Using the most recent Chinese Dietary Reference Intakes (DRI), published in 2013, we compared dietary calcium intakes to the EAR to determine the levels of inadequacy among different population groups [7]. Few studies report the national Chinese calcium intake. One study reported that during 2010–2012 the dietary calcium intake was 366.1 milligrams per day (mg/d) among Chinese age 2 and older [6]. But it did not report the specific intake of adults, and the data were out of date. Another study reported that in 2016 in 8 Chinese cities the median was 402.7 mg/d, excluding calcium supplements [8]. But since it only examined residents of cities, that study likely overestimated the dietary calcium intake, and its sample size was not large enough to be representative. Hence it was necessary to determine age-specific intakes in a larger Chinese population.
Methods
The China Nutritional Transition Cohort Study and study participants
We evaluated adults ages 18–64 who participated in the China Nutritional Transition Cohort Study (CNTCS), a national project financed by the National Institute for Nutrition and Health of the Chinese Center for Disease Control and Prevention. This project was a longitudinal follow-up study based on the China Health and Nutrition Survey was developed by the National Institute for Nutrition and Health and the University of North Carolina at Chapel Hill [9]. In 2015, 3 provinces (Shaanxi, Yunnan, and Zhejiang) were added to the original 12 areas. We drew samples from each of the provinces via a multistage, random cluster method. We excluded pregnant (number [n] = 51) or lactating (n = 103) women and adults reporting implausible energy intakes (< 500 or > 5,000 kilocalories per day, n = 61). We also excluded participants with dietary calcium intakes less than the 0.25 percentile or higher than the 99.75 percentile. Our sample totaled 11,937 participants. The institutional review board of the National Institute for Nutrition and Health approved the study protocol, ethics approval code 2015017 and approval date August 8, 2015. All subjects provided written informed consent prior to their participation in this research. We conducted the research in accordance with the Declaration of Helsinki.
Dietary intake measures
Trained investigators obtained the dietary intake data in each province, autonomous region, and municipality. Using consecutive 3-day dietary recalls combined with the household weighing method, including 2 weekdays and 1 weekend day, investigators collected data on individual food consumption at home and away from home. With a household weighing method they compiled data on household oil and condiment consumption and calculated individual consumption according to the proportion of food each household member ate at home. The study required that the participants write down what they ate as soon as possible afterward to reduce recall bias. In addition a tablet device (Lenovo ThinkPad Tablet 2, China) showed the weights of a large number of foods as a reference for the participants.
Calcium intake sources and assessment
We used the Chinese Food Composition Table to compute the calcium intake from each food the participants consumed [10]. We grouped foods not included in the table into the most similar categories. We expressed the total calcium intake for each person as the daily intake level (mg/d). We used the EAR cut-point method to estimate the population prevalence of calcium intake inadequacy. Applying this method both in China and abroad, we computed the population prevalence of inadequate intake as the proportion of the group with calcium intakes below the EAR [7, 11–14]. Because the EARs for calcium intake vary according to age, we show parts of our results separately for the 18–49 age group and the 50–64 age group [7].
Statistical analysis
We expressed continuous variables as means ± standard deviations (SD), medians, 25th percentile (P25), and 75th percentile (P75) and categorical variables as percentages. With the Wilcoxon rank sum test, a nonparametric test, we compared the mean values of calcium intake between the 2 age groups. We used another nonparametric test, the Kruskal-Wallis rank sum test, to compare the mean values of calcium intake among more than 2 groups. For the meaningful multigroup results, we used the student-Newman-Keuls (SNK) test to find the differences between pairings of individual groups. A chi-square test compared the percentage of calcium intake below the EAR in areas with different urbanization levels. All p values reported are two-tailed. The level of statistical significance was p < 0.05. We conducted our statistical analysis with SPSS 21.0 and SAS 9.4.
Results
Characteristics of the study participants
Table 1 summarizes the characteristics of the 11,937 Chinese adults ages 18–64 included in this study. Of them 6,630 (55.5%) were 18–49 years old, 5,307 (44.5%) were 50–64 years old, and 52.9% were female.
Dietary calcium intakes of the study participants
Table 1 also summarizes the mean, the median, and some selected percentiles of participants’ dietary calcium intakes. The intakes were 328.3 mg/d, 324.8 mg/d, and 332.7 mg/d among the study population as a whole, the 18–49 age group, and the 50–64 age group, respectively. Intake among males was significantly higher than that among females, 347.2 mg/d compared to 312.7 mg/d. The higher the education level was, the higher the dietary calcium intake was. Participants with primary school or lower educations had the lowest dietary calcium intake at 299.3 mg/d, while those with university or higher educations consumed the highest at 362.9 mg/d. Similarly, intake increased with urbanization level. The intake was 386.0 mg/d for urb, 339.9 mg/d for suburb, 319.3 mg/d for county, and 303.3 mg/d for rural areas. They were all significantly different. In addition the intake increased with the household per capita annual income. Participants with high household incomes consumed about 34.0 mg/d more than those with low or middle incomes. These trends also appeared in both age groups.
Assessment of dietary calcium intakes of the study participants
As Table 2 shows, inadequate dietary calcium intakes were widespread among our study participants. In the study population as a whole dietary calcium intake below the EAR was 94.3%. It was significantly lower among those 18–49 years old at 92.9% than those 50–64 years old at 96.0%. Specifically, regardless of region of residence, more participants in the 50–64 age group, 93.0%–97.3%, than in the 18–49 age group, 87.8%–94.3%, did not meet the dietary calcium EAR. The percentage of dietary calcium intake below the EAR was 90.4% in urban areas, which was significantly lower than that in suburban, county, and rural areas at 94.8%, 95.4%, and 95.5%, respectively.
Food sources of dietary calcium
Table 3 reveals several food groups’ percentages of contributions to dietary calcium intake. Vegetables were the major sources in all populations, accounting for 30.2%, legumes followed at 16.7% and then cereals at 14.6%. This trend also appeared in both age groups. Other food groups, including fish, shrimp, and shellfish; milk and dairy products (liquid milk, powder, yoghurt, cheese, etc. Beverage with milk are not included.); condiments; snacks and fast foods; eggs; and meats, contributed less than 10.0% in suburb, county, and rural areas. Among all age groups vegetables were the major sources of calcium in urban areas, followed by milk and dairy products, which contributed 15.0–15.1%. This was significantly higher than in suburban and county areas, where it contributed 5.2–6.9%, and rural areas, where it contributed 2.0%.
Discussion
In the past researchers have assessed populations’ calcium intake levels by comparing actual intake to AI values [5]. With the publication of the Chinese DRI in 2013, EAR replaced AI in assessing inadequacy. However, few studies assessed calcium intake inadequacy through EAR. Huijun Wang examined the usual daily micronutrient intake of Chinese children in 2017 [15]. The China National Nutrition and Health Survey in 2002 reported dietary calcium intake among Chinese adults [16], and another surveyed Chinese adults ages 18 to 75 in 8 cities [8]. But either the data were out of date or the sample size was not large enough in these studies. Our study is the first to estimate the most recent dietary calcium intake inadequacies among Chinese adults with the EAR cut-point method and a comparatively enormous sample size.
The results indicate that dietary calcium intake was severely inadequate in China even though the dietary structure has changed in recent decades. The Chinese EAR for dietary calcium intake is 650.0 mg/d for adults ages 18–49 and 800.0 mg/d for those ages 50–64 [7]. However, our study found that intake was 324.8 mg/d for those 18–49 and 332.7 mg/d for those 50–64, essentially half the EAR levels.
The dietary calcium intake of Chinese adults was not much different from that of adults in other Asian countries. For example, the medians were 292.0 mg/d for women and 306.0 mg/d for men 40 years old or over in South Korea [17], 522.0 mg/d–680.0 mg/d for adults 40–59 years old in Japan [18], and 295.0 mg/d–619.0 mg/d for Chinese adults 45–74 years old in Singapore [19]. These figures are significantly lower than those in some developed countries. The dietary calcium intakes were 933.0–1,025.0 mg/d for adults 19–70 years old in the United States [2], 770.0–934.4 mg/d for those 18–64 in Spain [20], and 833.6–1,013.6 mg/d for those 18–79 in France [21].
The disparity may be due to the diversity of the dietary structures in different countries. A large portion of the Chinese population may not meet the calcium DRI because of poor dietary choices. Between 1991 and 2009 among Chinese adults vegetables were the leading food source of dietary calcium, contributing 28.0–45.3%, followed by cereals and legumes sequentially [5]. Nowadays, vegetables was still the leading source of dietary calcium, contributing 30.2%. However, legumes, at 16.7%, had replaced cereals as the second highest contributor. These 3 food groups accounted for 61.5% of the total dietary calcium intake. In fact, milk and dairy products were the optimum food source of dietary calcium which made nearly half contribution to the U.S. and Spanish population’s calcium intake [22, 23]. In contrast, Chinese adults consumed 21.3 grams of milk and dairy products per day, 6.7% of the total dietary calcium intake [24]. The contributions were almost the same in both of our age groups, but it increased with the urbanization levels. In 2009 milk and dairy products contributed 8.3%, 3.9%, 2.8%, and 0.8% of dietary calcium in urban, suburban, county, and rural areas, respectively. In 2015 the contributions increased to 15.0%, 6.1%, 6.3%, and 2.0%, respectively [5]. These contribution percentages are in line with Chinese adults’ milk and dairy product consumption in 2015 [24]. T. A. Nicklas et al. have shown that consumption of more dairy can reduce the prevalence of calcium deficiency [25]. Therefore it is necessary for the Chinese to increase consumption of milk and dairy products to reduce calcium inadequacies, especially in areas with low urbanization levels.
A limitation of our research is that we did not examine the use of calcium supplements, which likely had a small effect on the calcium intake calculations. One study indicated that the rate of calcium supplement use among Chinese adults was 10.6% and that the calcium intake among adults taking supplements was 25.8 mg/d higher than that among those not taking supplements, which was negligible in 2016 [8]. In addition it is still controversial whether or not calcium supplements are associated with an excess risk of cardiovascular disease [26–29]. Therefore we do not recommend elevating calcium intake with supplements.
In conclusion, the dietary data in the 2015 CNTCS show that the dietary calcium intake among Chinese adults was severely insufficient and well below the calcium DRI. Vegetables, legumes, and cereals are the main sources of dietary calcium among this population. It is urgent that China improve the population’s poor dietary choices and promote consumption of milk and dairy products.
Acknowledgments
The authors thank the researchers involved in this study and all of the participants for their collaboration.
References
- 1. Food labeling: health claims; calcium and osteoporosis, and calcium, vitamin D, and osteoporosis. Final rule. Fed Regist. 2008;73:56477–87. pmid:18985959
- 2. Quann E.E, Fulgoni V.R, Auestad N. Consuming the daily recommended amounts of dairy products would reduce the prevalence of inadequate micronutrient intakes in the United States: diet modeling study based on NHANES 2007–2010. NUTR J. 2015;14:90. pmid:26337916
- 3. Manios Y, Moschonis G, Grammatikaki E, Mavrogianni C, van den Heuvel E, Bos R, et al. Food Group and Micronutrient Intake Adequacy among Children, Adults and Elderly Women in Greece. NUTRIENTS. 2015;7:1841–58. pmid:25768954
- 4. Mensink G.B, Fletcher R, Gurinovic M, Huybrechts I, Lafay L, Serra-Majem L, et al. Mapping low intake of micronutrients across Europe. Br J Nutr. 2013;110:755–73. pmid:23312136
- 5. Aidong L, Bing Z, Huijun W, Wenwen D, Chang S, Fengying Z. The nutrients intake trend of Chinese population in nine provinces from 1991 to 2009 (VI) calcium intake trend in Chiense adults aged 18–49 years. Acta Nutrimenta Sinica. 2012;34:10–4.
- 6.
Jile C, Yu W. Monitoring of nutrition and health status of Chinese Residents, comprehensive report 2010–2013. Peking University Medical Press: Beijing, 2016:37.
- 7.
Nutrition C.S.O. Chinese Dietary Reference Intakes. Science Press: Beijing, 2013:31.
- 8. Meichen W, Ai Z, Ignatius S, Yan W, Ting L.I, Peiyu W, et al. Calcium intake among Chinese adults in eight cities. Acta Nutrimenta Sinica. 2017;39:332–6.
- 9. Popkin B.M, Du S, Zhai F, Zhang B. Cohort Profile: The China Health and Nutrition Survey—monitoring and understanding socio-economic and health change in China, 1989–2011. INT J EPIDEMIOL. 2010;39:1435–40. pmid:19887509
- 10.
Yuexin Y, Guangya W, Xingchang P. China Food Composition, Book 1, 2nd Edition. Peking University Medical Press: Beijing; 3–191.
- 11. Barr S.I. Applications of Dietary Reference Intakes in dietary assessment and planning. Appl Physiol Nutr Metab. 2006;31:66–73. pmid:16604145
- 12. Murphy S.P, Poos M.I. Dietary Reference Intakes: summary of applications in dietary assessment. PUBLIC HEALTH NUTR. 2002;5:843–9. pmid:12633508
- 13. Barr S.I, Murphy S.P, Poos M.I. Interpreting and using the dietary references intakes in dietary assessment of individuals and groups. J Am Diet Assoc. 2002;102:780–8. pmid:12067043
- 14. Murphy S.P. Using DRIs for dietary assessment. ASIA PAC J CLIN NUTR. 2008;17 Suppl 1:299–301.
- 15. Wang H, Wang D, Ouyang Y, Huang F, Ding G, Zhang B. Do Chinese Children Get Enough Micronutrients? NUTRIENTS. 2017;9(4):397.
- 16. Yiou F, Ailing L, Yuna H, Xiaoguang Y, Guifa X, Guansheng M. Assessment of nutrient adequacy of adult residents in China. Acta Nutrimenta Sinica. 2012;34:15–9.
- 17. Oh J.M, Woo H.W, Kim M.K, Lee Y.H, Shin D.H, Shin M.H, et al. Dietary total, animal, vegetable calcium and type 2 diabetes incidence among Korean adults: The Korean Multi-Rural Communities Cohort (MRCohort). Nutr Metab Cardiovasc Dis. 2017;27(12):1152–64. pmid:29167059
- 18. Koyama T, Yoshita K, Okuda N, Saitoh S, Sakata K, Okayama A, et al. Overall nutrient and total fat intake among Japanese people: The INTERLIPID Study Japan. ASIA PAC J CLIN NUTR. 2017;26:837–48. pmid:28802293
- 19. Talaei M, Pan A, Yuan J.M, Koh W.P. Dairy Food Intake Is Inversely Associated with Risk of Hypertension: The Singapore Chinese Health Study. J NUTR. 2017;147:235–41. pmid:27974606
- 20. Serra-Majem L, Ribas-Barba L, Salvador G, Jover L, Raido B, Ngo J, et al. Trends in energy and nutrient intake and risk of inadequate intakes in Catalonia, Spain (1992–2003). PUBLIC HEALTH NUTR. 2007;10:1354–67. pmid:17988407
- 21. Dubuisson C, Lioret S, Touvier M, Dufour A, Calamassi-Tran G, Volatier J.L, et al. Trends in food and nutritional intakes of French adults from 1999 to 2007: results from the INCA surveys. Br J Nutr. 2010;103:1035–48. pmid:20028601
- 22. O'Neil C.E, Keast D.R, Fulgoni V.L, Nicklas T.A. Food sources of energy and nutrients among adults in the US: NHANES 2003–2006. NUTRIENTS. 2012;4:2097–120. pmid:23363999
- 23. Olza J, Aranceta-Bartrina J, Gonzalez-Gross M, Ortega R.M, Serra-Majem L, Varela-Moreiras G, et al. Reported Dietary Intake, Disparity between the Reported Consumption and the Level Needed for Adequacy and Food Sources of Calcium, Phosphorus, Magnesium and Vitamin D in the Spanish Population: Findings from the ANIBES Study. NUTRIENTS. 2017;9(2):168.
- 24. Feifei H, Zhihong W, Ji Z, Hongru J, Jiguo Z, Huijun W. Consumption status of dairy products by Chinese adults aged 18–59 years in 15 provinces and autonomous regions in 2015. ACTA Nutrimenta SINICA. 2018.
- 25. Nicklas T.A, O'Neil C.E, Fulgoni V.R. The role of dairy in meeting the recommendations for shortfall nutrients in the American diet. J AM COLL NUTR. 2009;28:73–81.
- 26. Xiao Q, Murphy R.A, Houston D.K, Harris T.B, Chow W.H, Park Y. Dietary and supplemental calcium intake and cardiovascular disease mortality: the National Institutes of Health-AARP diet and health study. JAMA INTERN MED. 2013;173:639–46. pmid:23381719
- 27. Paik J.M, Curhan G.C, Sun Q, Rexrode K.M, Manson J.E, Rimm E.B, et al. Calcium supplement intake and risk of cardiovascular disease in women. Osteoporos Int. 2014;25:2047–56. pmid:24803331
- 28. Bolland M.J, Grey A, Avenell A, Gamble G.D, Reid I.R. Calcium supplements with or without vitamin D and risk of cardiovascular events: reanalysis of the Women's Health Initiative limited access dataset and meta-analysis. BMJ. 2011;342:2040.
- 29. Strohle A, Hadji P, Hahn A. Calcium and bone health—goodbye, calcium supplements? CLIMACTERIC. 2015;18:702–14. pmid:25689871