Skip to main content

Advertisement

Log in

Independent association between prediabetes and future pancreatic fat accumulation: a 5-year Japanese cohort study

  • Original Article—Liver, Pancreas, and Biliary Tract
  • Published:
Journal of Gastroenterology Aims and scope Submit manuscript

A Letter to the Editor to this article was published on 12 May 2018

Abstract

Background

The association between pancreatic fat and glucose dysmetabolism has been reported in several cross-sectional studies; however, a recent longitudinal study showed that baseline pancreatic fat did not cause subsequent diabetes mellitus. We hypothesized that pancreatic fat is not a cause but a manifestation of glucose dysmetabolism and aimed to investigate the association between baseline prediabetes and future pancreatic fat accumulation.

Methods

Between 2008 and 2015, 198 nondiabetic participants, who underwent a health check-up via unenhanced computed tomography (CT) twice with CT intervals ≥ 5 years, were enrolled as prediabetes (n = 48) and non-prediabetes participants (n = 150). Prediabetes was defined as fasting plasma glucose of 100–125 mg/dl or hemoglobin A1c of 5.7–6.4%. Pancreatic fat was evaluated using a histologically validated method to measure the difference between pancreas and spleen attenuations (P–S) on CT. Pancreatic fat accumulation during follow-up was measured as P–S change from baseline. Multiple linear regression was used to evaluate the association between baseline prediabetes and future pancreatic fat accumulation with adjustment for age, sex, body mass index, physical activity, and liver fat at baseline.

Results

Mean pancreatic fat accumulation was 0.30 (SD, 5.8) Hounsfield units during follow-up. On univariate analysis, baseline prediabetes was associated with future pancreatic fat accumulation (β = 3.73; 95% CI 1.91–5.55; P < 0.001). This association remained statistically significant on multivariate analysis (β = 3.14; 95% CI 1.25–5.03; P = 0.001).

Conclusions

Prediabetes is a risk factor for future pancreatic fat accumulation. Pancreatic fat may be a manifestation of glucose dysmetabolism.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Abbreviations

DM:

Diabetes mellitus

IR:

Insulin resistance

CT:

Computed tomography

FFA:

Free fatty acids

IFG:

Impaired fasting glucose

SD:

Standard deviation

FPG:

Fasting plasma glucose

HbA1c:

Hemoglobin A1c

NGSP:

National Glycohemoglobin Standardization Program

JDS:

Japan Diabetes Society

P–S:

Difference between pancreas and spleen attenuations

ROIs:

Round regions of interest

BMI:

Body mass index

L–S:

Difference between liver and spleen attenuations

β :

Regression coefficients

CIs:

Confidence intervals

HU:

Hounsfield units

HOMA-IR:

Homeostasis model assessment of insulin resistance

HR:

Hazard ratio

OGTT:

Oral glucose tolerance test

References

  1. Lettner A, Roden M. Ectopic fat and insulin resistance. Curr Diab Rep. 2008;8(3):185–91.

    Article  PubMed  CAS  Google Scholar 

  2. Wong VW, Wong GL, Yeung DK, et al. Fatty pancreas, insulin resistance, and beta-cell function: a population study using fat-water magnetic resonance imaging. Am J Gastroenterol. 2014;109(4):589–97.

    Article  PubMed  CAS  Google Scholar 

  3. Yu TY, Wang CY. Impact of non-alcoholic fatty pancreas disease on glucose metabolism. J Diabetes Investig. 2017. https://doi.org/10.1111/jdi.12665.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Singh RG, Yoon HD, Wu LM, et al. Ectopic fat accumulation in the pancreas and its clinical relevance: a systematic review, meta-analysis, and meta-regression. Metabolism. 2017;69:1–13.

    Article  PubMed  CAS  Google Scholar 

  5. Wang H, Maitra A, Wang H. Obesity, intrapancreatic fatty infiltration, and pancreatic cancer. Clin Cancer Res. 2015;21(15):3369–71.

    Article  PubMed  CAS  Google Scholar 

  6. Rebours V, Gaujoux S, d’Assignies G, et al. Obesity and fatty pancreatic infiltration are risk factors for pancreatic precancerous lesions (PanIN). Clin Cancer Res. 2015;21(15):3522–8.

    Article  PubMed  CAS  Google Scholar 

  7. Hori M, Takahashi M, Hiraoka N, et al. Association of pancreatic fatty infiltration with pancreatic ductal adenocarcinoma. Clin Transl Gastroenterol. 2014;5:e53.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  8. Smits MM, van Geenen EJ. The clinical significance of pancreatic steatosis. Nat Rev Gastroenterol Hepatol. 2011;8(3):169–77.

    Article  PubMed  Google Scholar 

  9. Ou HY, Wang CY, Yang YC, et al. The association between nonalcoholic fatty pancreas disease and diabetes. PLoS ONE. 2013;8(5):e62561.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  10. Steven S, Hollingsworth KG, Small PK, et al. Weight loss decreases excess pancreatic triacylglycerol specifically in type 2 diabetes. Diabetes Care. 2016;39(1):158–65.

    Article  PubMed  CAS  Google Scholar 

  11. Kim SY, Kim H, Cho JY, et al. Quantitative assessment of pancreatic fat by using unenhanced CT: pathologic correlation and clinical implications. Radiology. 2014;271(1):104–12.

    Article  PubMed  Google Scholar 

  12. Yamazaki H, Tsuboya T, Katanuma A, et al. Lack of independent association between fatty pancreas and incidence of type 2 diabetes: 5-year Japanese cohort study. Diabetes Care. 2016;39(10):1677–83.

    Article  PubMed  CAS  Google Scholar 

  13. Teranishi T, Ohara T, Maeda K, et al. Effects of pioglitazone and metformin on intracellular lipid content in liver and skeletal muscle of individuals with type 2 diabetes mellitus. Metabolism. 2007;56(10):1418–24.

    Article  PubMed  CAS  Google Scholar 

  14. Majumder S, Chari ST. Chronic pancreatitis. Lancet. 2016;387(10031):1957–66.

    Article  PubMed  Google Scholar 

  15. Seino Y, Nanjo K, Tajima N, et al. Report of the committee on the classification and diagnostic criteria of diabetes mellitus. J Diabetes Investig. 2010;1(5):212–28.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Chamberlain JJ, Rhinehart AS, Shaefer CF Jr, et al. Diagnosis and management of diabetes: synopsis of the 2016 American Diabetes Association standards of medical care in diabetes. Ann Intern Med. 2016;164(8):542–52.

    Article  PubMed  Google Scholar 

  17. Park SH, Kim PN, Kim KW, et al. Macrovesicular hepatic steatosis in living liver donors: use of CT for quantitative and qualitative assessment. Radiology. 2006;239(1):105–12.

    Article  PubMed  Google Scholar 

  18. Glymour MM, Weuve J, Berkman LF, et al. When is baseline adjustment useful in analyses of change? An example with education and cognitive change. Am J Epidemiol. 2005;162(3):267–78.

    Article  PubMed  Google Scholar 

  19. van der Zijl NJ, Goossens GH, Moors CC, et al. Ectopic fat storage in the pancreas, liver, and abdominal fat depots: impact on beta-cell function in individuals with impaired glucose metabolism. J Clin Endocrinol Metab. 2011;96(2):459–67.

    Article  PubMed  CAS  Google Scholar 

  20. Wu WC, Wang CY. Association between non-alcoholic fatty pancreatic disease (NAFPD) and the metabolic syndrome: case-control retrospective study. Cardiovasc Diabetol. 2013;12:77.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  21. Mathur A, Pitt HA, Marine M, et al. Fatty pancreas: a factor in postoperative pancreatic fistula. Ann Surg. 2007;246(6):1058–64.

    Article  PubMed  Google Scholar 

  22. Majumder S, Philip NA, Takahashi N, et al. Fatty pancreas: should we be concerned? Pancreas. 2017;46(10):1251–8.

    Article  PubMed  Google Scholar 

  23. Khoury T, Asombang AW, Berzin TM, et al. The clinical implications of fatty pancreas: a concise review. Dig Dis Sci. 2017;62(10):2658–67.

    Article  PubMed  CAS  Google Scholar 

  24. Catanzaro R, Cuffari B, Italia A, et al. Exploring the metabolic syndrome: nonalcoholic fatty pancreas disease. World J Gastroenterol. 2016;22(34):7660–75.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  25. Navina S, Acharya C, DeLany JP, et al. Lipotoxicity causes multisystem organ failure and exacerbates acute pancreatitis in obesity. Sci Transl Med. 2011;3(107):107ra10.

    Article  CAS  Google Scholar 

  26. Kabeya Y, Kato M, Isogawa A, et al. Descriptive epidemiology of diabetes prevalence and HbA1c distributions based on a self-reported questionnaire and a health checkup in the JPHC diabetes study. J Epidemiol. 2014;24(6):460–8.

    Article  PubMed  Google Scholar 

  27. Hu FB. Globalization of diabetes: the role of diet, lifestyle, and genes. Diabetes Care. 2011;34(6):1249–57.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Le KA, Ventura EE, Fisher JQ, et al. Ethnic differences in pancreatic fat accumulation and its relationship with other fat depots and inflammatory markers. Diabetes Care. 2011;34(2):485–90.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  29. Saisho Y, Butler AE, Meier JJ, et al. Pancreas volumes in humans from birth to age one hundred taking into account sex, obesity, and presence of type-2 diabetes. Clin Anat. 2007;20(8):933–42.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

Download references

Acknowledgements

The authors appreciate Keita Numata from the System Development Section, Keijinkai Maruyama Clinic; Kunihiko Hayashi, Hiromitsu Yonezawa, Eiji Kazuta, Kimihiro Saito, Keiko Takasaki, and Miyuki Yoshioka from the Department of Radiology, Keijinkai Maruyama Clinic; and Yuki Yoshino from the Department of Radiology, Teine Keijinkai Hospital, for assistance in data collection. We would also like to thank Editage (http://www.editage.jp) for English language editing.

Author information

Authors and Affiliations

Authors

Contributions

HY, MK, and SFukuma designed the study. ST, MD, NH, and YK collected the data. HY drafted the manuscript and analyzed the data. HY, ST, MK, MD, NH, YK, AK, YY, SFukuhara, and SFukuma reviewed, made critical revisions, and approved the article before submission. SFukuma is the guarantor of this work and, as such, had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Corresponding author

Correspondence to Hajime Yamazaki.

Ethics declarations

Conflict of interest

This study received no financial support relevant to this work. All authors have no potential conflicts of interest associated with this study.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOC 52 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yamazaki, H., Tauchi, S., Kimachi, M. et al. Independent association between prediabetes and future pancreatic fat accumulation: a 5-year Japanese cohort study. J Gastroenterol 53, 873–882 (2018). https://doi.org/10.1007/s00535-017-1422-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00535-017-1422-2

Keywords

Navigation