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Identifying patients with chronic hepatitis B at high risk of type 2 diabetes mellitus: a cross-sectional study with pair-matched controls

Abstract

Background

The presence of diabetes mellitus (DM) is associated with increased liver morbidity and mortality risk in patients with chronic hepatitis B (CHB). Aim of this study was to identify factors associated with type 2 diabetes mellitus (T2DM) in CHB patients.

Methods

A cross-sectional study with pair-matched controls was conducted in Nantong Third People’s Hospital, Nantong University, China. From January 2008 to December 2012, a total of 1783 CHB patients were screened for study subjects, among whom 207 patients with T2DM were enrolled as cases and 207 sex- and age-matched non-DM patients as controls. Demographic, anthropometric, lifestyle, clinical, and laboratory data were obtained from each subject.

Results

In the univariate model, thirteen variables showed marked differences between the DM group and non-DM group. Patients with longer duration of CHB (≥15 years) and alcoholic steatosis showed the highest likelihood of T2DM (odds ratio = 5.39 and 4.95; 95% confidence intervals 2.76-10.53 and 1.65-14.91). In the multivariate adjusted analysis, three CHB-related factors, namely high viral load, long duration of illness, and presence of cirrhosis, contributed to substantially increase the likelihood of T2DM, in addition to the other five risk factors including family history of DM, low education level, elevated triglycerides (TG), gamma-glutamyl transferase (GGT) levels, and presence of alcoholic steatosis.

Conclusions

Our findings suggest that high viral load, long duration of CHB, presence of cirrhosis, alcoholic steatosis and several other factors may be potential risk factors for development of T2DM in CHB patients. It is of vital importance to monitor glucose in high-risk CHB patients and aggressively intervene on modifiable risk factors.

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Background

Hepatitis B virus (HBV) infection is a major global public health issue with increasing complication and mortality rates. As a highly endemic country, China bears an estimated 93 million chronic HBV carriers and 30 million chronic hepatitis B (CHB) patients [1]. Approximately 300,000 patients die from HBV-related liver diseases each year in China [2]. Abnormalities in glucose metabolism are common in patients with chronic liver diseases. The presence of diabetes mellitus (DM) and poor diabetic control is associated with increased liver morbidity and mortality risk in patients with HBV-cirrhosis [3]. Type 2 diabetes mellitus (T2DM) is independently associated with the increased risk of hepatocellular carcinoma (HCC) in CHB patients [4-6]. Although it is not clear whether HBV infection has a relation with the development of diabetes [7,8], identifying patients at high risk of diabetes and improving diabetic control should be essential part of the good care for the CHB patients.

While epidemiological studies have evaluated factors associated with the presence of T2DM in general population, the risk factors among CHB patients has not been explored. The aim of this hospital-based cross-sectional study was to identify risk factors associated with type 2 diabetes in patients with chronic hepatitis B.

Methods

Study population

The CHB patients with T2DM (DM group) that formed the basis of this study comprised all patients who fulfilled the following criteria: (1) admitted to Nantong Third People’s Hospital, Nantong University (Jiangsu Province, China) between 1 January 2008 and 31 December 2012; (2) diagnosed as chronic hepatitis B or hepatitis B cirrhosis, without evidence of viral hepatitis other than hepatitis B; (3) complicated with newly diagnosed or previously known T2DM; (4) duration of diabetes not longer than that of hepatitis B surface antigen (HBsAg) positivity. Non-DM controls were patients with CHB who had never been diagnosed with diabetes, and they were matched for sex and age with DM patients at a ratio of 1:1.

Chronic hepatitis B was diagnosed according to the practice guideline of the American Association for the Study of Liver Diseases [9]. All patients were known to have positive hepatitis B surface antigen (HBsAg) for more than six months. Diagnostic criteria for diabetes mellitus include the following: symptoms of diabetes plus casual plasma glucose concentration ≥ 11.1 mmol/L (200 mg/dL); or fasting plasma glucose (FPG) levels ≥ 7.0 mmol/L (126 mg/dL) on 2 separate occasions; or a 2-h postload glucose ≥11.1 mmol/L during an oral glucose tolerance test (OGTT) on 2 separate occasions [10,11]. The use of the hemoglobin A1c (HbA1c) for the diagnosis of diabetes has not been recommended in China [11]. Non-invasive evaluation of fatty liver (steatosis) and cirrhosis was performed with ultrasound, computed tomography scan or transient elastography FibroTouch (Wuxi Hisky Medical Technology, Beijing, China). The diagnosis of alcoholic steatosis was made by documentation of alcohol excess and evidence of fatty liver [12].

This study protocol conformed to the ethical guidelines of the 1975 Declaration of Helsinki and was duly approved by the ethics committee of Nantong Third People’s Hospital, Nantong University. Written informed consents for inclusion in the study were obtained from all patients.

Data collection

The interview included questions related to the diagnosis and treatment of diabetes and hepatitis. A standard questionnaire was administered by trained staff to obtain the following information: age (year), sex, body mass index (BMI; weight [kg]/height [m2]), systolic and diastolic blood pressure (mmHg), marital status (yes/no), educational level (primary/under, middle/high school, college/above), history of CHB and T2DM (yes/no), date of diagnosis of CHB and T2DM, family history of CHB and T2DM (yes/no, first-degree relatives), alcohol consumption (none; moderate, <30/20 g/d men/women; or excessive, ≥ 30/20 g/d men/women) and smoking habit (none; moderate, < 10 cigarettes/d; or excessive, ≥ 10 cigarettes/d).

Blood samples were collected from all subjects at time of enrollment in study, after at least 8 h of fasting. FPG, HbA1c, serum alanine aminotransferase (ALT), aspartate transaminase (AST), bilirubin (TBIL), gamma-glutamyltransferase (GGT), albumin (ALB), prothrombin time (PT), triglycerides (TG), cholesterol (Chol), high density lipoprotein-cholesterol (HDL), low density lipoprotein cholesterol (LDL) and creatinine (CREA) were measured by biochemical tests using an automatic biochemical analyzer (AU2700, Olympus, Japan). Fasting plasma insulin (FPI) concentration was measured by two-site immunoenzymometric assay using Roche Elecsys 2010 autoanalyzer (Roche Diagnostics, USA). Serum alpha-fetoprotein (AFP) levels were measured by an immunoluminometric assay on a random-access analyser (Architect i2000; Abbott Diagnostics, USA). Serological tests for HBsAg and HBeAg and the quantification of HBV DNA load were determined as we described elsewhere [13]. Serological tests for anti-HAV IgM, anti-HCV, anti-HDV and anti-HEV were performed using enzyme immunoassay methods.

Statistical analysis

The continuous data were expressed as mean ± standard deviation (SD) and categorical data as number or percent. Comparison of continuous variables was done by student t test. For categorical variables the chi-square or Fisher’s exact test were used. In this analysis, T2DM was taken as the dependent variable. Demographic, lifestyle, medical history, clinical and laboratory factors were taken as independent variables. Risk factors found significant on univariate analysis were entered into multivariate logistic regression model. All statistical tests were 2-tailed, and a significance level (P) of 0.05 was used. The statistical tests were performed using SPSS for Windows version 20 (Chicago, IL).

Results

During the study period, a total of 1,783 patients were admitted to our hospital with the diagnosis of CHB. After excluding patients who were co-infected with other hepatitis viruses, 1732 patients were recruited for the study. Their mean age was 45.8 ± 15.11 years, and 82.8% were men. There were 1343 CHB patients with no evidence of cirrhosis, and 389 patients with hepatitis B cirrhosis.

The diagnosis of diabetes mellitus was made for 219 CHB patients (49 newly diagnosed), among whom 207 patients met the inclusion criteria for the DM group. At the index date, 207 non-DM controls were pair-matched by sex and year of birth (Figure 1).

Figure 1
figure1

Flowchart of selection of study patients.

Characteristics of demographics, lifestyle, and medical history

As shown in Table 1, we observed a significant difference of education level, history of smoking and alcohol drinking, hypertension, duration of CHB, family history of CHB and family history of DM between the DM and non-DM groups (P < 0.05). Patients with T2DM had longer CHB duration (9.26 ± 8.78 vs. 4.97 ± 6.22 years, P < 0.001). The percentages of smoking or drinking history were significantly higher among the diabetic patients when compared to the non-diabetic patients. As expected, the diabetic patients also had more often a diagnosis of hypertension (20.29% vs. 10.63%, P < 0.01). No significant difference was found on BMI and marital status between the two groups.

Table 1 Characteristics of demographic, lifestyle and medical history

The proportion of patients with newly-diagnosed DM, duration less than 2 years, 2 to 4.9 years, 5 to 9.9 years, or more than 10 years, was 24%, 48%, 22%, 5% and 1% respectively.

Clinical and laboratory features

The percentage of HBeAg-positive CHB patients was significantly higher in the DM group than that in the non-DM group (45.89% vs. 31.88%, P < 0.01). The mean HBV DNA level was higher in the DM group, compared with the non-DM group (5.34 ± 1.59 vs. 4.78 ± 1.96 lg copies/mL, P < 0.01). Concerning the mean levels of serum ALT, AST, TBIL, ALB, PT and AFP, there were no significant differences found between the two groups. However, for serum GGT and creatinine, the DM patients had higher levels than the non-DM controls. The mean levels of plasma triglyceride, FPG, HbA1c and insulin were significantly higher in the DM group than in the non-DM group, whereas the HDL cholesterol level was lower in the DM patients than in the non-DM controls (Table 2).

Table 2 Clinical and laboratory features

The higher prevalence rates of steatosis and cirrhosis were found in the DM group than the non-DM group (13.53% vs. 4.83%, 24.64% vs. 16.43%, P < 0.05). The DM group did not differ in the percentage of HCC from the non-DM group (Table 2).

Antiviral therapy with nucleos(t)ide analogues (NAs) was either initiated or continued in 38.16% (79/207) of the DM patients and 35.27% (73/207) of the non-DM patients (P = 0.55) at the time of enrollment. Entecavir was the most common NA used at baseline diagnosis in 41 (19.81%) and 32 (15.46%), lamivudine in 24 (11.59%) and 15 (7.25%), telbivudine in 3 (1.45%) and 10 (4.83%), and lamivudine plus adefovir in 11 (5.31%) and 6 (2.90%) of DM and non-DM patients respectively. Of the DM patients, 62 (29.95%) had diet-controlled DM, 72 (34.78%) were on insulin, 54 (26.09%) on metformin, and 19 (9.18%) patients on sulphonylurea treatment.

Factors associated with T2DM in patients with CHB

A univariate logistic analysis was performed to quantify the effect of potential risk factors on T2DM in CHB patients and generated the odds ratio (OR) and 95% confidence interval (CI). Long duration of CHB (≥ 15 years) and concomitant alcoholic steatosis were the two most important and significant risk factors with OR (95% CI) of 5.39 (2.76-10.53) and 4.95 (1.65-14.91) respectively. The logistic regression analysis showed that high viral load (HBV DNA ≥ 106copies/mL) significantly increased the OR for developing type 2 diabetes (OR 2.84, 95% CI 1.73-4.66; P < 0.001), as did the presence of cirrhosis (OR 1.66, 95% CI 1.02-2.70; P < 0.05), HBeAg positivity (OR 1.81, 95% CI 1.21-2.70; P < 0.01), and family history of CHB (OR 2.36, 95% CI 1.18-4.71; P < 0.05). Family history of DM, low education level, smoking and alcohol drinking habits, hypertension, high GGT and TG, and were also associated with the increased risk of T2DM. No significant effect of LDL level or presence of HCC on the risk of diabetes was observed (Table 3).

Table 3 Univariate and multivariate-adjusted logistic analysis of risk factors of T2DM in CHB patients

In the multivariate adjusted model, T2DM remained significantly associated with lower education level, family history of DM, longer duration of CHB (≥ 15 years), higher viral load (HBV DNA ≥ 106 copies/mL), presence of cirrhosis, elevated GGT level (≥ 200 U/L, upper limit of normal or ULN for 50 U/L), higher TG (≥ 1.7 mmol/L), and alcoholic steatosis, as shown in Table 3.

Discussion

The liver plays an important role in the metabolism of carbohydrates and is responsible for balance of blood glucose [14]. In the presence of liver diseases, the metabolic homeostasis of glucose is often impaired [15]. The alleged mechanisms consist of insulin resistance (IR) in a hitherto unexplained way, direct pancreatic islet β-cell damage, perhaps caused by an autoimmune process via molecular mimicry or by dysregulation of autoimmune functions [16]. Moreover, the etiology of liver disease is important in the incidence of diabetes: the non-alcoholic fatty liver disease (NAFLD), alcohol and hepatitis C virus (HCV) are more frequently associated with diabetes [17-19].

Among the few previous studies about the relationship of HBV infection and diabetes, findings were controversial [7,8]. A positive association was found in a cohort study in which HBsAg-positive Asian American subjects had a higher risk of incident diabetes (OR 9.73; 95% CI, 3.30-28.69), compared with non-infected controls [7]. In contrast, in a 10-year Taiwanese community-based cohort study, persons with asymptomatic chronic HBV infection did not have an increased risk of diabetes, in comparison with non-HBV controls [8]. In this hospital-based cross-sectional study with pair-matched controls, CHB-related variables, namely duration of CHB, HBV viral load and cirrhosis were associated with patients with type 2 diabetes mellitus compared to those without.

IR, associated with impaired cellular response of the insulin signaling pathway, is a risk factor for T2DM. The association between CHB and IR also remains unclear [20-22]. In this study, we observed the hyperinsulinemia in diabetic CHB patients, suggesting the body responded by increasing serum insulin concentrations to compensate IR. BMI is supposed to be an important potential intermediary or confounder for diabetes risk association. But we observed no difference of the mean BMI between the DM group and non-DM group. It might be explained in part by the fact that Chinese develop DM at a notably lower BMI [23] and by the low rate of newly diagnosed DM in this study.

HBV infection status in these CHB patients was classified by HBeAg status and HBV DNA level in our study. Univariate analysis showed that the percentage of patients with positive HBeAg or high HBV DNA in the case group was significantly higher than that of control group. Multivariate-adjusted Logistic analysis further confirmed that high viral load (HBV DNA ≥ 106copies/mL) was independently associated with T2DM in patients with CHB.

We noted a significant association between CHB duration and T2DM risk in our study population, a four-fold higher diabetes risk for subjects with CHB duration ≥ 5 years than for those with a shorter duration (< 5 years). A positive association between cirrhosis and diabetes risk was also observed. These results suggest that the association between CHB and diabetes risk may be a time- and severity-dependent relationship.

It is hard to accurately determine the severity of chronic hepatitis on the basis of physical examination and liver biochemistry. Liver enzymes ALT and GGT elevation have been reported to be independent predictors for diabetes in the general population [24]. In our stratified analysis, we found that the elevation of GGT (≥ 4 ULN), but not ALT, was an independent risk factor of diabetes after adjustment for other variables.

Fatty liver in HBV-infected patients seems to be as frequent as in the general population [20,25]. Glucose, the key component of diabetes, is overproduced by the fatty liver. In a previous nine-year study, the fatty liver index (FLI) for evaluating the extent of liver fat has been found predictive of incident diabetes [26]. In this study, alcoholic steatosis is seen more commonly in the DM patients. Both alcohol consumption and alcoholic steatosis increased the risk of diabetes in the univariate analysis. After multivariate adjustment, alcoholic steatosis remained to be an independent risk factor. This finding suggests that alcoholic liver disease plays an important role in the development of diabetes in relatively lean Chinese population.

When the family history of DM, a well-known risk factor for DM, was entered through logistic model, the correlation between CHB-related factors and DM remained significant. This finding, in consistence with previous studies [15], indicates that liver injury per se is associated with DM, while the family history of DM is only an adjunctive factor. As similar observations from general population [23], elevated serum triglyceride level and lower educational level were also significantly associated with an increased risk of diabetes among these CHB patients.

Although we were able to demonstrate a potential positive association with T2DM and three CHB-related factors, our study is hypothesis generating rather than proving a firm cause-effect relationship due to several limitations. It is apparent that such a cross-sectional study with pair-matched controls generally do not allow interpretation with respect to an etiological or causal relation. In an attempt to establish a temporal relationship, we aimed to assess exposure to CHB prior to onset of DM, implicating that this exposure might trigger some metabolic pathways for DM. Cirrhosis was identified as an independent risk factor for DM, we were only able to suggest a potential relationship between the severity of CHB and the incidence of DM. Besides, our patient population is a selected hospital-based population, which may not represent the CHB population as a whole. These problems could be addressed in a population-based cohort study which follow patients with HBV from time of infection for a long enough time to the incidence of diabetes.

Conclusions

The findings of our study indicate that the risk of T2DM in CHB patients is not homogeneous and varied substantially due to the presence of quite a few potential diabetic risk factors. In addition to other risk factors, such as family history of diabetes, low education level, elevated serum GGT and TG level, presence of alcoholic steatosis, three CHB-related features, i.e. long duration of CHB, high HBV load and presence of cirrhosis, contribute to substantially increase the likelihood of T2DM. Despite its role as an independent predictor of cardiovascular, renal and hepatic outcomes, the importance of monitoring diabetes and acting on modifiable risk factors among CHB patients is still underestimated. Physicians should screen for diabetes in patients at a greater risk, in order to improve care, target lifestyle and medical interventions, and reduce the clinical and economic burden of both hepatic and diabetic complications.

Abbreviations

CHB:

Chronic hepatitis B

T2DM:

Type 2 diabetes mellitus

HBV:

Hepatitis B virus

DM:

Diabetes mellitus

HCC:

Hepatocellular carcinoma

HBsAg:

Hepatitis B surface antigen

BMI:

Body mass index

ALT:

Alanine aminotransferase

AST:

Aspartate transaminase

TBIL:

Bilirubin

GGT:

Gamma-glutamyltransferase

ALB:

Albumin

PT:

Prothrombin time

FPG:

Fasting plasma glucose

HbA1c:

Hemoglobin A1c

FPI:

Fasting plasma insulin

TG:

Triglycerides

Chol:

Cholesterol

HDL:

High density lipoprotein-cholesterol

LDL:

Low density lipoprotein cholesterol

CREA:

Creatinine

AFP:

Alpha-fetoprotein

HBeAg:

Hepatitis B e antigen

OR:

Odds ratio

CI:

Confidence interval

SD:

Standard deviation

ULN:

Upper limit of normal

IR:

Insulin resistance

NAFLD:

Non-alcoholic fatty liver disease

HCV:

Hepatitis C virus

References

  1. 1.

    Lu FM, Zhuang H. Management of hepatitis B in China. Chin Med J (Engl). 2009;122(1):3–4.

    Google Scholar 

  2. 2.

    Wang FS, Fan JG, Zhang Z, Gao B, Wang HY. The global burden of liver disease: the major impact of China. Hepatology. 2014;60(6):2099–108.

    PubMed  PubMed Central  Article  Google Scholar 

  3. 3.

    Hsiang JC, Gane EJ, Bai WW, Gerred SJ. Type 2 diabetes: a risk factor for liver mortality and complications in hepatitis B cirrhosis patients. J Gastroenterol Hepatol. 2015;30:591–9.

    CAS  PubMed  Article  Google Scholar 

  4. 4.

    Li Q, Li WW, Yang X, Fan WB, Yu JH, Xie SS, et al. Type 2 diabetes and hepatocellular carcinoma: a case–control study in patients with chronic hepatitis B. Int J Cancer. 2012;131(5):1197–202.

    CAS  PubMed  Article  Google Scholar 

  5. 5.

    Lai MS, Hsieh MS, Chiu YH, Chen TH. Type 2 diabetes and hepatocellular carcinoma: a cohort study in high prevalence area of hepatitis virus infection. Hepatology. 2006;43(6):1295–302.

    PubMed  Article  Google Scholar 

  6. 6.

    Chen CL, Yang HI, Yang WS, Liu CJ, Chen PJ, You SL, et al. Metabolic factors and risk of hepatocellular carcinoma by chronic hepatitis B/C infection: a follow-up study in Taiwan. Gastroenterology. 2008;135(1):111–21.

    CAS  PubMed  Article  Google Scholar 

  7. 7.

    Li-Ng M, Tropp S, Danoff A, Bini E. Association between chronic hepatitis B virus infection and diabetes among Asian Americans and Pacific Islanders. Dig Liver Dis. 2007;39(6):549–56.

    CAS  PubMed  Article  Google Scholar 

  8. 8.

    Huang ZS, Huang TS, Wu TH, Chen MF, Hsu CS, Kao JH. Asymptomatic chronic hepatitis B virus infection does not increase the risk of diabetes mellitus: a ten‐year observation. J Gastroenterol Hepatol. 2010;25(8):1420–5.

    PubMed  Article  Google Scholar 

  9. 9.

    Lok AS, McMahon BJ. Chronic hepatitis B. Hepatology. 2007;45(2):507–39.

    CAS  PubMed  Article  Google Scholar 

  10. 10.

    American Diabetes A. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2006;29 Suppl 1:S43–8.

    Google Scholar 

  11. 11.

    Ji L-N, Lu J-M, Weng J-P, Jia W-P, Zhou Z-G, Zou D-J. China guideline for type 2 diabetes. Chin J Diabetes. 2012;20(1):s1–36.

    Google Scholar 

  12. 12.

    O'Shea RS, Dasarathy S, McCullough AJ, Practice Guideline Committee of the American Association for the Study of Liver D, Practice Parameters Committee of the American College of G. Alcoholic liver disease. Hepatology. 2010;51(1):307–28.

    PubMed  Article  Google Scholar 

  13. 13.

    Qin G, Shao JG, Wang B, Shen Y, Zheng J, Liu XJ, et al. Artificial liver support system improves short- and long-term outcomes of patients with HBV-associated acute-on-chronic liver failure: a single-center experience. Medicine. 2014;93(28):e338.

    PubMed  PubMed Central  Article  Google Scholar 

  14. 14.

    Postic C, Dentin R, Girard J. Role of the liver in the control of carbohydrate and lipid homeostasis. Diabetes Metab. 2004;30(5):398–408.

    CAS  PubMed  Article  Google Scholar 

  15. 15.

    Alavian SM, Hajarizadeh B, Nematizadeh F, Larijani B. Prevalence and determinants of diabetes mellitus among Iranian patients with chronic liver disease. BMC Endocr Disord. 2004;4(1):4.

    PubMed  PubMed Central  Article  Google Scholar 

  16. 16.

    Picardi A, D'Avola D, Gentilucci UV, Galati G, Fiori E, Spataro S, et al. Diabetes in chronic liver disease: from old concepts to new evidence. Diabetes Metab Res Rev. 2006;22(4):274–83.

    CAS  PubMed  Article  Google Scholar 

  17. 17.

    Tolman KG, Fonseca V, Dalpiaz A, Tan MH. Spectrum of liver disease in type 2 diabetes and management of patients with diabetes and liver disease. Diabetes Care. 2007;30(3):734–43.

    CAS  PubMed  Article  Google Scholar 

  18. 18.

    Wang C-S, Wang S-T, Yao W-J, Chang T-T, Chou P. Hepatitis C virus infection and the development of type 2 diabetes in a community-based longitudinal study. Am J Epidemiol. 2007;166(2):196–203.

    PubMed  Article  Google Scholar 

  19. 19.

    Thuluvath PJ, John PR. Association between hepatitis C, diabetes mellitus, and race. a case–control study. Am J Gastroenterol. 2003;98(2):438–41.

    PubMed  Google Scholar 

  20. 20.

    Wang CC, Hsu CS, Liu CJ, Kao JH, Chen DS. Association of chronic hepatitis B virus infection with insulin resistance and hepatic steatosis. J Gastroenterol Hepatol. 2008;23(5):779–82.

    PubMed  Article  Google Scholar 

  21. 21.

    Lee JG, Lee S, Kim YJ, Cho BM, Park JS, Kim HH, et al. Association of chronic viral hepatitis B with insulin resistance. World J Gastroenterol. 2012;18(42):6120–6.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  22. 22.

    Tkachenko LI, Maleev VV. Clinical features of chronic hepatitis B in the presence of metabolic syndrome and insulin resistance. Ter Arkh. 2014;86(8):18–22.

    CAS  PubMed  Google Scholar 

  23. 23.

    Yang W, Lu J, Weng J, Jia W, Ji L, Xiao J, et al. Prevalence of diabetes among men and women in China. N Engl J Med. 2010;362(12):1090–101.

    CAS  PubMed  Article  Google Scholar 

  24. 24.

    Doi Y, Kubo M, Yonemoto K, Ninomiya T, Iwase M, Tanizaki Y, et al. Liver enzymes as a predictor for incident diabetes in a Japanese population: the Hisayama study. Obesity. 2007;15(7):1841–50.

    CAS  PubMed  Article  Google Scholar 

  25. 25.

    Machado MV, Oliveira AG, Cortez-Pinto H. Hepatic steatosis in hepatitis B virus infected patients: meta-analysis of risk factors and comparison with hepatitis C infected patients. J Gastroenterol Hepatol. 2011;26(9):1361–7.

    PubMed  Google Scholar 

  26. 26.

    Balkau B, Lange C, Vol S, Fumeron F, Bonnet F, Group Study DESIR. Nine-year incident diabetes is predicted by fatty liver indices: the French D.E.S.I.R. study. BMC Gastroenterol. 2010;10:56.

    PubMed  PubMed Central  Article  Google Scholar 

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Acknowledgements

This study was supported in part by grant number BK2012653 from the Natural Science Foundation of Jiangsu Province, China, by grant number 81370520 from National Natural Science Foundation of China (NSFC), by the Young Investigator Grant number Q201208 from the Department of Health, Jiangsu Province, China, and by grant number Y2012076 from Jiangsu Preventive Medicine Association, China.

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Correspondence to Gang Qin or Yan Qin.

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The authors declare that they have no competing interests.

Authors’ contributions

YS, JZ, Y-ML and GQ carried out the field study. YS, JZ, HC and GQ performed the statistical analysis. GQ and YQ drafted the manuscript. GQ YQ and YS participated in the study design and coordination and helped to refine the manuscript. JZ, J-GS Y-YZ and Y-ML participated in the field investigation. All authors read and approved the final manuscript.

Yi Shen and Jian Zhang contributed equally to this work.

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Shen, Y., Zhang, J., Cai, H. et al. Identifying patients with chronic hepatitis B at high risk of type 2 diabetes mellitus: a cross-sectional study with pair-matched controls. BMC Gastroenterol 15, 32 (2015). https://doi.org/10.1186/s12876-015-0263-9

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Keywords

  • Chronic hepatitis B
  • Type 2 diabetes mellitus
  • Cross-sectional study