Table of Contents Author Guidelines Submit a Manuscript
Journal of Diabetes Research
Volume 2017 (2017), Article ID 2740372, 8 pages
https://doi.org/10.1155/2017/2740372
Clinical Study

Continuous Glucose Monitoring in Newly Diagnosed Type 2 Diabetes Patients Reveals a Potential Risk of Hypoglycemia in Older Men

1Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
2Department of Endocrinology, The First People’s Hospital of Nantong, Nantong, China
3Department of Endocrinology, The First People’s Hospital of Lianyungang, Lianyungang, China
4Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical College and Huai’an Second People’s Hospital, Huai’an, China
5Department of Endocrinology, Changzhou Hospital of Traditional Chinese Medicine, Changzhou, China
6Department of Endocrinology, Lianyungang Oriental Hospital, Lianyungang, China
7National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
8Department of Medicine, National University of Singapore, Singapore

Correspondence should be addressed to Jian-hua Ma; moc.anihc@auhnaijam

Received 24 August 2016; Revised 29 November 2016; Accepted 28 December 2016; Published 8 February 2017

Academic Editor: Steven F. Abcouwer

Copyright © 2017 Feng-fei Li et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Objectives. We performed continuous glucose monitoring (CGM) to define the features of patients with newly diagnosed type 2 diabetes (T2D) before and after Continuous Subcutaneous Insulin Infusion (CSII) therapy. Methods. This was a retrospective analysis. Newly diagnosed T2D patients (106) were admitted from eight centers in China. They were divided into a younger patient group (<60 years) and an older patient group (≥60 years). Each group was further divided into male and female patients. CSII therapy was maintained for 3 weeks after the glycemic target was reached. CGM was performed 2 times before and after completion of insulin treatment. Results. CGM data showed the expected significant improvement of mean amplitude glycemic excursion (MAGE) with CSII therapy. The older patients had lower hourly glucose concentrations from 0200 to 0700 o’clock compared to the younger patients at baseline. Surprisingly, in the older patient group, the male patients had a potential risk of hypoglycemia after CSII therapy, especially during periods from 2300 to 2400 and 0400 to 0600. Conclusions. Our data suggested that older male patients with newly diagnosed T2D may have lower nocturnal glucose concentrations. This may potentially increase the risk of nocturnal hypoglycemia during CSII therapy. This study was registered with Chinese Clinical Trial Registry, number CliCTR-TRC-11001218.

1. Introduction

Intensive insulin therapy has been used to treat patients with type 2 diabetes (T2D) in China [1]. A proportion of patients with longstanding type 2 diabetes mellitus respond well to intensive treatment [2] and are able to maintain euglycemia with minimal treatment for a long period [3]. Indeed, patients’ response to insulin intensive therapy is quietly variable, mirroring the heterogeneity of diabetes [2]. A relatively large study did highlight the increased risk of hypoglycemia in the older patients but did not differentiate between the male and female patients [4, 5]. Reports have highlighted the importance of hypoglycemia, defined as glucose concentrations less than 4.0 mmol/L, in intensive insulin therapy compared to conventional therapy with or without the use of an insulin pump [6]. The Diabetes Control and Complications Trial (DCCT) study demonstrated that nearly 20% of patients receiving insulin pump therapy had symptomless nocturnal hypoglycemia [7]. Hypoglycemia, especially nocturnal hypoglycemia, might be an important barrier for patients with diabetes to achieve better glucose control or even resulting in death in severe cases [8]. It is therefore important to identify potential factors and associations for hypoglycemia during intensive insulin therapy [9].

However, there have been no previous studies in Chinese patients where continuous glucose monitoring (CGM) has been used to define the features of such patients before and after treatment. In the current study, we performed 2 times 3-day CGM on all consecutive patients with newly diagnosed T2D before and after intensive insulin therapy to characterize the features of 24-hour plasma glucose profile.

2. Methods

Between February 2010 and December 2014, we recruited a total of 106 patients with newly diagnosed T2D from 8 hospitals in Jiangsu province in China. The inclusion criteria were (1) patients aged between 18 and 80 years and (2) 9.0% < HbA1c 12% at diagnosis. Patients were excluded from analysis if they had chronic kidney disease, if they were positive for antiglutamic acid decarboxylase (aGAD) antibody, or if they had maturity onset diabetes in the young (MODY) or mitochondria diabetes mellitus [1]. The study protocol and patient consent forms were approved by the Institutional Ethical Committee of Nanjing First Hospital, Nanjing Medical University, the First People’s Hospital of Nantong, the First People’s Hospital of Lianyungang, Huai’an Second People’s Hospital, Changzhou Hospital of Traditional Chinese Medicine, and Lianyungang Oriental Hospital. All patients gave written informed consent. The methods were carried out in accordance with the Declaration of Helsinki guidelines, including any relevant details.

We recruited all drug naïve patients with newly diagnosed T2D and HbA1c concentrations > 9%. They did not receive any medical treatment before the assessment of initial CGM in the study. All these patients were recruited to receive CSII after informed consent was obtained. All patients were admitted as inpatients for Continuous Subcutaneous Insulin Infusion (CSII) therapy and CGM. After the baseline parameters were assessed, fasting blood serum was collected for insulin and C-peptide measurements. Enrolled subjects received intensive insulin treatment, without any oral antidiabetic drugs except metformin. Patients were divided into two groups based on their age: younger patient group: <60 years and older patient group: ≥60 years (the older population in China was above 60 years old). Patients in each group were also divided into two subgroups based on their gender (Table 1). The total daily insulin (human insulin, Novo Nordisk, Bagsværd, Denmark) dose was 0.5 IU/kg which was given in two modes: 50% of total daily dose was given as boluses with three meals at a fixed rate, and the remaining insulin was given over 24 hours (hrs). Insulin doses were then titrated on an individual-patient basis using the algorithm (if the fasting blood glucose level was less than 4.4 mmol/L, the basal insulin dose was reduced 0.2 units per hour from 1900 to 0500 by slowing the infusion speed; if the fasting blood glucose level was within 4.4 to 6.1 mmol/L, the basal insulin dose would be unchanged; if the fasting blood glucose level was from 6.2 to 7.8 and 7.9 to 10.0 and 10.0 mmol/L, the basal insulin dose would be increased subsequently by 0.2, 0.4, and 0.6 units per hour from 1900 to 0500 by increasing the infusion speed, resp., and if 2-hour postprandial blood glucose level was up, then the bolus insulin dose was titrated with the same algorithm as basal dose). When euglycemic control was achieved, treatments would be unchanged for another 3 weeks.

Table 1: Demographic characteristics in study subjects. Data are presented as means ± SD. -test was used to compare the differences between two groups, .

All patients were subjected to 2 times’ 3-day retrospective CGM (Sof-sensor, CGMS-Gold, Medtronic Incorporated, Northridge, USA) in hospital by the specialist nurse during the study period. The first CGM was performed before therapy, and the second CGM was done after the completion of insulin treatment. Briefly, the CGM sensor was subcutaneously embedded at Day 0 around 1600–1700 PM. If CGM was performing well, subjects were instructed to keep the sensor fixed. The study nurse inputted at least 4 calibration readings every day. At Day 4, around 1600–1700 PM, subjects had the sensor removed, and the CGM data were saved by the investigator, as described previously [1012]. All patients received the same energy intake during the CGM periods. All subjects were instructed to maintain their usual physical activity and received meals consisting of a total daily caloric intake of 25 kcal/kg/day. The ratio of carbohydrate, proteins, and fats was 55%, 17% and 28%, respectively.

The 24-hrs mean glucose (MG), the standard deviation of the MG, the coefficient of variation (CV), the 24-hrs mean amplitude of glycemic excursions (MAGE), the percentage time duration (%) of hyperglycemia (glucose > 10.0 mmol/L), the incremental area under curve (AUC) of glucose above 10.0 mmol/L, and the hourly BG were recorded and calculated. The β-cell function and insulin resistance were assessed by the homoeostasis model assessment B (HOMA-B) and HOMA-IR [1, 13]. Matsuda Index [14] and Insulinogenic Index [15] were calculated as previously described.

Insulin, C-peptide, and HbA1c were measured centrally at the Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University. Routine clinical laboratory tests were done in the central laboratory of the eight participating centers.

2.1. Statistical Analysis

Data were analyzed with the SPSS PASW Statistics 18 Package. Shapiro-Wilk test was used to assess the distribution of data. Normally distributed and continuous variables are presented as mean ± standard deviation (SD). Non-normally distributed variables were presented as median (IQR) and logarithmically transformed before analysis. The independent samples -test was used to compare the differences between two groups. A two-way ANOVA for repeated measurements was used in the comparison between groups. Bonferroni correction was followed. values were two-tailed with a significance level of 5%.

3. Results

Consecution of 106 newly diagnosed T2D patients met inclusion criteria (58 men and 48 women, age years, body-mass index  kg/m2,   %, and mean fasting plasma glucose  mmol/L) and were admitted to the study. We excluded a total of 2 younger patients (1 male and 1 female) who had glucose levels more than 22.2 mmol/L during the first CGM period as the CGM sensor used in this study is unable to monitor glucose concentrations > 22.2 mmol/L.

Patients were then divided into two groups. There were no differences in demographic characteristics between the 69 younger patients and the 35 older patients (Table 1). The younger female patients had higher 2-hr postprandial insulin concentrations, but all other baseline characteristics were similar between male and female patients in the younger patient group. The baseline characteristics were similar between male and female older patients.

There were no differences in the 24-hrs MG, the SD of 24-hrs MG, the CV of 4-hrs MG, the MAGE, the time spent in hyperglycemia (10 mmol/L) and the incremental AUC of hyperglycemia, and the percentage time duration (%) of hypoglycemia (glucose 10.0 mmol/L) within the two groups. CGM data showed that the hourly glucose concentrations (mmol/L) in older patients were lower than that in younger patients, especially from 0200 to 0700 o’clock (, , , , , and versus , , , , , and , , resp.) and 1100 to 1200 o’clock (, versus , , , resp.) (Figure 1).

Figure 1: The hourly glucose concentrations in older patients (60 years) and younger patients (<60 years). Data are presented as means ± SD. A two-way ANOVA was used in the comparison between groups, and .

The same standard weight based intensive insulin therapy treatment protocol was applied to all patients. CGM data showed that, as expected, all patients had significant improvement of MAGE, 24-hrs MG, and the incremental AUC of glucose above 10.0 mmol/L after treatment with intensive insulin therapy. No statistically significant differences in the abovementioned parameters were found when comparing between the groups before treatment. However, the female patients exhibited an increased 24-hrs MG levels after CSII treatment compared to the male patients using the same insulin therapy treatment protocol (Table 2). The younger male and female 24-hrs MG levels were almost the same after CSII treatment ( versus , ).

Table 2: Glycemic variations in study subjects before and after intensive insulin therapy treatment. Data are presented as means ± SD. -test was used to compare the differences between two groups, .

A stratified analysis comparing the older male and female groups revealed that male patients experienced lower glucose concentrations during intensive insulin therapy compared to female patients. In contrast, the younger male and female patient subgroups (<60 years) did not differ and had similar mean glucose concentrations at every hour at baseline before and after intensive insulin therapy (Figures 2(a) and 2(b)).

Figure 2: The hourly glucose concentrations calculated from CGM. The hourly glucose concentrations in young patients (<60 years) before (a) and after intensive insulin therapy treatment (b). The hourly glucose concentrations in older patients (≥60 years) before (c) and after intensive insulin therapy treatment (d). Data are presented as means ± SD. A two-way ANOVA was used in the comparison between groups, .

There was a tendency of lower glucose concentrations in older male subgroup as compared with that of old female subgroup at baseline, especially from 2200 to 0500 (Figure 2(c)), but this tendency was not statistically significant. After 3-week intensive insulin therapy, the hourly glucose concentrations, especially between 2300 and 2400 and from 0400 to 0600, in older male patient subgroup were significantly lower compared with that of the older female patients (, resp.) (Figure 2(d)). Furthermore, the 0000–0600 hours’ glucose concentrations in older male patients were significantly lower than that of older female patients after CSII treatment ( versus  mmol/L, ). In addition, we did not observe statistic differences in nocturnal glycemic variations (0000–0600 hours) between old male and female patient groups after treatment (SD: versus  mmol/L, ; and CV: versus , ).

Our data thus demonstrated that the older (≥60 years of age) male patients with newly diagnosed T2D had significantly lower mean plasma glucose concentration as compared with female patients during the nocturnal period. The lower mean plasma glucose concentration was more prominent at some isolated time points during intensive insulin treatment.

4. Discussion

Our data revealed a novel observation that older men with newly diagnosed T2D in Jiangsu Provence in China have a high incidence of nocturnal low glucose before and during intensive insulin therapy. Our data indicates that special attention should be paid to prevention of hypoglycemia in elderly male patients when started on intensive insulin therapy with insulin pump.

The number of older patients with diabetes started on intensive insulin treatment has been increasing in recent years [16]. This has mainly been in type 1 diabetes mellitus patients. Few studies have used intensive insulin therapy in older patients with T2D. A relatively large study did highlight the increased risk of hypoglycemia in the older age group but did not differentiate between the male and female patients [4, 5]. In the pilot study, the same standard weight based intensive insulin therapy treatment protocol was applied to all patients. Our data strengthens this finding and further indicates that older patients with newly diagnosed T2D, especially older men in the current study population, were prone to hypoglycemia especially in nocturnal time.

The ACCORD study, which aimed to determine whether intensive therapy to treat to the target of normal glycated hemoglobin levels would reduce cardiovascular events in patients with T2D, found that intensive-therapy group had a significantly higher mortality as compared with standard therapy group [17]. The mean age of study subjects was 53.5 years and 46% of them are male patients. Hypoglycemia requiring medical assistance was much more frequent in the intensive-therapy group. Our current study is partially consistent with their findings [17], although the low glucose did not reach the criteria of significant hypoglycemia during their short hospital study period. Our data suggests that this may be important in intensive insulin therapy with or without using an insulin pump.

China has tremendous T2D patients according to national survey performed by Yang et al. in 2010 [18]. Increasing evidences demonstrated that patients with T2D in Chinese population are quite different from the Western countries, such as the thrifty gene carried in Chinese population [19], the different pattern of intake of nutrients and life style, the good responsiveness to oral antidiabetic agents (e.g., -glucosidase inhibitor and sulfonylureas), the lower insulin dose requirements, the higher remission rate of short intensive insulin therapy [20], and the lower BMI and the less waist circumferences compared to whites [21]. In addition, Chinese population has the higher percentage of body fat than Europeans and African Americans at the same level of BMI [22, 23]. Early intensive insulin therapy in patients with newly diagnosed T2D in Chinese population achieved prolonged glycemic remission, as well as recovery and maintenance of β-cell function compared with treatment with oral hypoglycemic agents [1]. However, the importance of hypoglycemia in intensive insulin therapy compared to conventional therapy should be paid more attention.

Our data also indicated that patients with onset of T2D had relatively less BMI ( kg/m2). This was in agreement with Ntuk et al. who reported that Chinese women with BMI 24.0 kg/m2 and Chinese men with BMI 26.0 kg/m2 have the equivalent prevalence of diabetes at BMI 30 kg/m2 in Western participants [21]. Furthermore, we found that insulin resistance was elevated in patients with higher BMI (≥25 kg/m2) compared to patients with less BMI (<25 kg/m2) [3.24 (2.25, 5.75) versus 2.05 (1.27, 3.37), ]. We did not exclude patients with BMI less than 20 kg/m2, for Stommel and Schoenborn revealed that the chronic disease risk in underweight people was not increased compared with persons with BMI in the range of 20-21 and analyzed a very large sample (337,375 adults) [24].

Our study has several limitations. First, the study only observed patients population in Jiangsu Provence in China, so the situation might not be applicable to patients of other populations. Second, the stratified sample size (the older male and female patients) was relatively modest. Third, we did not demonstrate the underline mechanisms of older male patients who had a higher risk of nocturnal hypoglycemia when started on insulin intensive therapy. However, the increase of Matsuda Index (insulin sensitivity) [25] in male older patients compared to female older patients in our study might be related to the potential of nocturnal hypoglycemia in older male patients.

It is unknown why the old Chinese patients (≥60 years) tend to have higher incidence of lower nocturnal glucose concentrations, which may be potential risk of nocturnal hypoglycemia, especially after intensive insulin therapy. However, this highlights that more careful blood glucose monitoring may be necessary in older patients receiving intensive insulin therapy, especially in men, to prevent the incidence of nocturnal hypoglycemia.

Competing Interests

The authors declare that there is no conflict of interests.

Authors’ Contributions

Jian-hua Ma, Kok-Onn Lee, and Lei Ye contributed to the conception and design of the study. Feng-fei Li, Xue-qin Wang, Ning Xu, Wei-Nan Yu, Qun Yuan, Guan-cheng Qi, and Wen-li Zhang contributed to the conduct/data collection. Xiao-fei Su, Bing-li Liu, and Jin-dan Wu contributed to data analysis. Feng-fei Li contributed to manuscript writing. Jian-hua Ma, Kok-Onn Lee, and Lei Ye provided final approval of the manuscript. Feng-fei Li, Bing-li Liu, Hong-hong Zhu, and Ting Li contributed equally to this article.

Acknowledgments

This research was funded by Nanjing Public Health Bureau Project (no. YKK11110) and Jiangsu Provincial Department of Science, Technology Project (no. BL2014010), and Project Funded by China Postdoctoral Science Foundation (no. 2015M581829).

References

  1. J. Weng, Y. Li, W. Xu et al., “Effect of intensive insulin therapy on β-cell function and glycaemic control in patients with newly diagnosed type 2 diabetes: a multicentre randomised parallel-group trial,” The Lancet, vol. 371, no. 9626, pp. 1753–1760, 2008. View at Publisher · View at Google Scholar · View at Scopus
  2. R. Retnakaran, N. Yakubovich, Y. Qi, C. Opsteen, and B. Zinman, “The response to short-term intensive insulin therapy in type 2 diabetes,” Diabetes, Obesity and Metabolism, vol. 12, no. 1, pp. 65–71, 2010. View at Publisher · View at Google Scholar · View at Scopus
  3. Y. Reznik, O. Cohen, R. Aronson et al., “Insulin pump treatment compared with multiple daily injections for treatment of type 2 diabetes (OpT2mise): a randomised open-label controlled trial,” The Lancet, vol. 384, no. 9950, pp. 1265–1272, 2014. View at Publisher · View at Google Scholar · View at Scopus
  4. W. H. Herman, L. L. Ilag, S. L. Johnson et al., “A clinical trial of continuous subcutaneous insulin infusion versus multiple daily injections in older adults with type 2 diabetes,” Diabetes Care, vol. 28, no. 7, pp. 1568–1573, 2005. View at Publisher · View at Google Scholar · View at Scopus
  5. J. P. Bremer, K. Jauch-Chara, M. Hallschmid, S. Schmid, and B. Schultes, “Hypoglycemia unawareness in older compared with middle-aged patients with type 2 diabetes,” Diabetes Care, vol. 32, no. 8, pp. 1513–1517, 2009. View at Publisher · View at Google Scholar · View at Scopus
  6. “The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus,” Retina, vol. 14, no. 3, pp. 286–287, 1994. View at Publisher · View at Google Scholar
  7. The DCCT Research Group, “Epidemiology of severe hypoglycemia in the diabetes control and complications trial,” The American Journal of Medicine, vol. 90, no. 4, pp. 450–459, 1991. View at Publisher · View at Google Scholar
  8. W.-S. Lv, L. Li, J.-P. Wen et al., “Comparison of a multiple daily insulin injection regimen (glargine or detemir once daily plus prandial insulin aspart) and continuous subcutaneous insulin infusion (aspart) in short-term intensive insulin therapy for poorly controlled type 2 diabetes patients,” International Journal of Endocrinology, vol. 2013, Article ID 614242, 6 pages, 2013. View at Publisher · View at Google Scholar · View at Scopus
  9. M. E. Miller, D. E. Bonds, H. C. Gerstein et al., “The effects of baseline characteristics, glycaemia treatment approach, and glycated haemoglobin concentration on the risk of severe hypoglycaemia: post hoc epidemiological analysis of the ACCORD study,” BMJ, vol. 340, Article ID b5444, 2010. View at Publisher · View at Google Scholar · View at Scopus
  10. J. Zhou, H. Li, X. Ran et al., “Reference values for continuous glucose monitoring in Chinese subjects,” Diabetes Care, vol. 32, no. 7, pp. 1188–1193, 2009. View at Publisher · View at Google Scholar · View at Scopus
  11. F.-F. Li, X.-H. Xu, L.-Y. Fu et al., “Influence of acarbose on plasma glucose fluctuations in insulin-treated patients with type 2 diabetes: a pilot study,” International Journal of Endocrinology, vol. 2015, Article ID 903524, 5 pages, 2015. View at Publisher · View at Google Scholar · View at Scopus
  12. F.-F. Li, L.-Y. Fu, W.-L. Zhang et al., “Blood glucose fluctuations in type 2 diabetes patients treated with multiple daily injections,” Journal of Diabetes Research, vol. 2016, Article ID 1028945, 8 pages, 2016. View at Publisher · View at Google Scholar · View at Scopus
  13. D. R. Matthews, J. P. Hosker, A. S. Rudenski, B. A. Naylor, D. F. Treacher, and R. C. Turner, “Homeostasis model assessment: insulin resistance and β-cell function from fasting plasma glucose and insulin concentrations in man,” Diabetologia, vol. 28, no. 7, pp. 412–419, 1985. View at Publisher · View at Google Scholar · View at Scopus
  14. M. Matsuda and R. A. DeFronzo, “Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp,” Diabetes Care, vol. 22, no. 9, pp. 1462–1470, 1999. View at Publisher · View at Google Scholar · View at Scopus
  15. H. S. Seltzer, E. W. Allen, A. L. Herron Jr., and M. T. Brennan, “Insulin secretion in response to glycemic stimulus: relation of delayed initial release to carbohydrate intolerance in mild diabetes mellitus,” The Journal of Clinical Investigation, vol. 46, no. 3, pp. 323–335, 1967. View at Publisher · View at Google Scholar · View at Scopus
  16. E. Yeoh, P. Beato-Vibora, H. Rogers, S. A. Amiel, and P. Choudhary, “Efficacy of insulin pump therapy in elderly patients,” Diabetes Technology & Therapeutics, vol. 17, no. 5, pp. 364–365, 2015. View at Publisher · View at Google Scholar · View at Scopus
  17. W. T. Friedewald, J. B. Buse, J. T. Bigger et al., “Effects of intensive glucose lowering in type 2 diabetes,” New England Journal of Medicine, vol. 358, no. 24, pp. 2545–2559, 2008. View at Publisher · View at Google Scholar · View at Scopus
  18. W. Yang, J. Lu, J. Weng et al., “Prevalence of diabetes among men and women in China,” The New England Journal of Medicine, vol. 362, no. 12, pp. 1090–1101, 2010. View at Publisher · View at Google Scholar · View at Scopus
  19. J. V. Neel, “Diabetes mellitus: a “thrifty” genotype rendered detrimental by “progress”?” American Journal of Human Genetics, vol. 14, pp. 353–362, 1962. View at Google Scholar · View at Scopus
  20. J. H. DeVries, “Intensive insulin therapy for type 2 diabetes at diagnosis,” The Lancet Diabetes and Endocrinology, vol. 1, no. 1, pp. 3–4, 2013. View at Publisher · View at Google Scholar · View at Scopus
  21. U. E. Ntuk, J. M. R. Gill, D. F. Mackay, N. Sattar, and J. P. Pell, “Ethnic-specific obesity cutoffs for diabetes risk: cross-sectional study of 490,288 uk biobank participants,” Diabetes Care, vol. 37, no. 9, pp. 2500–2507, 2014. View at Publisher · View at Google Scholar · View at Scopus
  22. J. Wang, J. C. Thornton, M. Russell, S. Burastero, S. Heymsfield, and R. N. Pierson Jr., “Asians have lower body mass index (BMI) but higher percent body fat than do whites: comparisons of anthropometric measurements,” American Journal of Clinical Nutrition, vol. 60, no. 1, pp. 23–28, 1994. View at Google Scholar · View at Scopus
  23. J. W. Mott, J. Wang, J. C. Thornton, D. B. Allison, S. B. Heymsfield, and R. N. Pierson Jr., “Relation between body fat and age in 4 ethnic groups,” The American Journal of Clinical Nutrition, vol. 69, no. 5, pp. 1007–1013, 1999. View at Google Scholar · View at Scopus
  24. M. Stommel and C. A. Schoenborn, “Variations in BMI and prevalence of health risks in diverse racial and ethnic populations,” Obesity, vol. 18, no. 9, pp. 1821–1826, 2010. View at Publisher · View at Google Scholar · View at Scopus
  25. R. Sasaki, Y. Yano, T. Yasuma et al., “Association of waist circumference and body fat weight with insulin resistance in male subjects with normal body mass index and normal glucose tolerance,” Internal Medicine, vol. 55, no. 11, pp. 1425–1432, 2016. View at Publisher · View at Google Scholar · View at Scopus