Diabetes mellitus impacts risk of macrovascular invasion in patients undergoing transplantation for hepatocellular carcinoma
© Connolly et al.; licensee BioMed Central Ltd. 2013
Received: 15 December 2011
Accepted: 3 January 2013
Published: 14 January 2013
Diabetes mellitus (DM) is identified as a negative prognostic indicator in hepatocellular carcinoma (HCC), though the basis for this is unknown.
This is a retrospective analysis of a prospectively collected database of 191 HCC patients treated at the University of Rochester Medical Center (URMC) with orthotopic liver transplantation between 1998–2008. Clinical characteristics were compared between patients with and without DM prior to liver transplantation and logistic regression analyses were conducted to assess the effect of DM on clinical outcomes including vascular invasion.
Eighty-four of 191 (44%) transplanted patients had DM at time of transplantation. An association of DM with invasive disease was found among transplanted HCC patients where histologically confirmed macrovascular invasion was found in 20.2% (17/84) of diabetics compared to 9.3% of non-diabetics (10/107) (p=0.032). This difference also remained significant when adjusting for tumor size, number of nodules, age, obesity and etiologic risk factors in multivariate logistic regression analysis (OR=3.2, p=0.025).
DM is associated with macrovascular invasion among a cohort of transplanted HCC patients.
KeywordsDiabetes mellitus Hepatocellular carcinoma Vascular invasion
Hepatocellular carcinoma (HCC) is the fifth most common cancer and the third most common cause of cancer related death worldwide . The incidence in the United States has tripled over the past three decades  and is estimated to increase further over the next two decades largely due to the increasing prevalence of hepatitis C infection [3–5]. Established risk factors for HCC include chronic viral hepatitis and alcohol abuse include tobacco smoking , non-alcoholic steatohepatitis (NASH) , autoimmune hepatitis , obesity , aflatoxin exposure , and diabetes mellitus (DM) [11–13].
There is evidence to support a role for DM in the development and progression of HCC. An association between DM and HCC has been demonstrated by population based cohort studies of diabetic patients [11–13] and case–control studies of HCC patients [14–16]. DM negatively impacts survival in early stage HCC patients undergoing resection and other local treatments [17–20] but there is limited data on the impact of DM in the setting of transplanted HCC patients and little is known about the mechanism by which diabetes causes decreased survival. The current study examines a prospectively collected cohort of transplanted HCC patients. As all patients had complete tumor pathologic analysis we focused on pathologic features that might account poorer prognosis in HCC with DM.
This study was approved by the University of Rochester Institutional Review Board (IRB) and is a retrospective analysis of a prospectively collected database. HCC patients who received cadaveric liver transplantation at the University of Rochester medical center (URMC) between January 1998 and December 2008 were identified through the prospectively collected solid organ transplant database. (n=191) Criteria for transplantation included absence of overt tumor thrombus and tumor metastasis, adequate physical health and general functional status, and adequate social support. All patients listed for liver transplantation at URMC are prospectively followed as part of the United Network of Organ Sharing (UNOS) program eligibility requirements. Patients are entered into this database at the time transplantation occurs. Baseline demographic data, date of HCC diagnosis, past medical history, laboratory data, imaging information and explant pathologic data are entered at the time of transplantation. Patients were considered to have alcohol related cirrhosis as an etiologic risk factor if there was a history of at least 3 alcoholic beverages per day for a minimum of 6 months. Post-transplant laboratory data, imaging data and information pertaining to recurrence, survival, and cause of death was collected and entered prospectively.
Pre-transplant DM status was determined by thorough retrospective chart review. Post-transplant DM status was not obtained or included in this analysis. Patients were considered to have DM if the most recent history and physical or office visit note prior to liver transplantation indicated regular use of oral hypoglycemic agents or insulin as an outpatient or a history of DM in the past medical history section.
Pathologic reporting on transplanted HCC is standardized and includes tumor size, grade, and comprehensive information on macrovascular and microvascular invasion . The number of tumors and tumor sizes were obtained from pathology reports of surgical specimens. Patients were considered to have NASH as a potential etiologic risk factor only if there was clear evidence of steatohepatitis on pathologic review of the explant specimen. Macrovascular and microvascular invasion were defined pathologically as previously described . Macrovascular invasion was defined as vascular invasion of either major portal veins or hepatic veins, and microvascular invasion as microscopic vascular invasion of the tumor by small vessels within the parenchyma of the liver. Body mass index (BMI) was prospectively collected in all patients listed for transplant and the value was calculated based on height and weight at closest available time-point prior to transplantation.
Patient demographics and clinical characteristics were summarized. Continuous variables were compared between non-diabetic and diabetic groups using t-tests. Chi-square tests were used to compare the difference between the two groups for categorical variables in each cohort. Similarly, the associations between macrovascular invasion and DM as well as post-transplant HCC recurrence and DM were evaluated in the transplant cohort using multivariate logistic regressions. We included total tumor diameter and multinodular disease in the multivariate models a-priori because they are known risk factors for macrovascular invasion and HCC recurrence . Variables including age, BMI and etiologic risk factors (NASH, hepatitis C and hepatitis B) were included in the multivariate models because univariate testing revealed significant differences (p<0.05) in distribution between the diabetic and non-diabetic cohorts. Mortality was estimated by the method of Kaplan-Meier and differences between groups were compared using log-rank test in each cohort. The transplant program at the University of Rochester has a quality assessment committee. Cause of death was determined by transplant committee multidisciplinary consensus in a prospective fashion when cause of death was ascertainable. Hazard ratios for the relevant clinical factors were assessed using multivariate Cox regressions. Tests were two-sided with p<0.05 considered statistically significant. All statistical analyses were carried out using SPSS.
Patient characteristics of transplanted cohort
Age (Mean ± StDev)
57.2 ± 8.6
60.7 ± 7.2
55.03 ± 8.9
>65 years old (%)
Sex (% Male)
75 (89.3 %)
89 (83.2 %)
Body mass index > 30
Etiologic Risk Factors *
Total tumor diameter (mean)+
Microvascular Invasion Only
Portal Vein Thrombosis
MELD score (Mean ± SD)
15.91 ± 7.8
14.69 ± 7.19
16.86 ± 8.27
INR (Mean ± SD)
1.51 ± 0.52
1.37 ± 0.35
1.64 ± 0.59
Albumin (Mean ± SD)
3.3 ± 0.73
3.34 ± 0.82
3.27 ± 0.65
Bilirubin (Mean ± SD)
4.12 ± 5.69
3.34 ± 4.96
4.73 ± 6.16
Creatinine (Mean ± SD)
1.27 ± 0.81
1.36 ± 0.94
1.21 ± 0.70
Alpha fetoprotein IU/ml (median)
Alpha fetoprotein IU/ml (mean)
Transplant wait list time (mean number of months)
Multivariate analysis for macrovascular invasion among transplanted patients
95% Confident Limits
Total Tumor Diameter
Multinodular vs Uninodular
Age > 65
Impact of DM on HCC macrovascular invasion
The presence of DM was associated with a significantly higher rate of histologically confirmed macrovascular in the cohort of HCC patients receiving liver transplantation. Seventeen of 84 (20.2%) patients with DM had histologic evidence of gross vascular invasion compared to 10 of 107 (9.4%) non-DM patients (p=0.034). Only one of these subjects had a suggestion of possible macrovascular invasion on pre-transplant imaging. All but one patient with evidence of macrovascular invasion also had histologic evidence of microvascular invasion. Thirty three patients (17.2%) had evidence of microvascular invasion without macrovascular invasion, and the rate was equal in patients with and without DM (17.9% vs 17.0%, p=0.82). In multivariate logistic regression analysis adjusting for total tumor diameter, number of nodules, age, BMI>30 and etiologic risk factors the presence of DM predicted for an increased risk of macrovascular invasion (OR=3.2, p=0.025) (Table 2). If NASH and BMI are taken out of the model DM remains a significant independent predictor of macrovascular invasion (OR=3.19, p0.034). In addition we examined the model with the additional interaction term of diabetes and macrovascular invasion in the multivariate regression analysis and the effect was not significant (p=0.6407). Therefore, we did not include the term in our final model.
DM and post-transplant HCC recurrence
Multivariate analysis of post-transplant HCC recurrence
95% Confidence Limits
Microvascular only vs. None
Macrovascular vs. None
Total Tumor Diameter
Impact of diabetes on survival in HCC
Multivariate analysis of post-transplant overall survival
95% Confident Limits
Total Tumor Diameter
This analysis suggests that DM is associated with an increased incidence of histologically confirmed vascular invasion in a cohort of HCC patients receiving liver transplantation. DM remained a significant predictor of macrovascular invasion when adjusting for tumor size, number of nodules, age, obesity and etiologic risk factors in multivariate analysis. Among pathologic features of HCC macrovascular invasion is identified as the strongest predictor of post-transplant recurrence of HCC and survival, a finding consistent with previous reports [24, 25].
A number of studies have evaluated the impact of DM on HCC incidence, prognosis, and disease behavior. Patients with DM have up to a 4-fold increased risk of developing HCC compared to patients without DM [11–16]. Studies of early stage HCC patients undergoing liver resection demonstrated significantly decreased overall survival and recurrence free survival in diabetic patients compared to non-diabetics by multivariate analysis [18, 19]. Other studies in early stage HCC patients with DM treated with resection have demonstrated decreased survival in some subgroups [17, 20].
The impact of DM on pathologic parameters has been evaluated in colorectal cancer where it is suggested to influence pathologic stage  and in breast cancer where DM is associated with estrogen receptor negativity. [27, 28] Macrovascular invasion  and microvascular invasion  have been identified as key negative prognostic indicators in HCC, findings which were echoed in the current study. Among patient and tumor characteristics that could be indentified prior to transplantation tumor size and the presence of DM were significantly associated with macrovascular invasion. Macrovascular invasion was the strongest predictor of disease recurrence following transplantation and significantly associated with risk of post-transplant death.
Several potential explanations can be offered regarding the association between DM and HCC development and progression. Stage migration, delayed diagnosis, or less stringent screening may be factors although our analysis showing equal waiting list times would refute this argument. DM may have a direct causative role in HCC development and progression possibly through promotion of carcinogenesis, tumor growth, and invasiveness. These direct effects may be mediated by alterations in gene transcription induced by increased levels of glucose , insulin, or counter-regulatory hormones such as growth hormone and insulin-like growth factor. An etiologic role for increased insulin levels is supported by epidemiologic studies showing a higher rate of HCC development in diabetic cirrhotics treated with insulin compared to those treated with oral hypoglycemic agents . Also, diabetic patients may have alterations in hepatocyte expression of surface receptors such as insulin receptor or insulin-like growth factor receptor that increase susceptibility to unidentified tumor promoting factors. Recent studies have demonstrated increased expression and activity of ILGFR-1 in HCC tumors , and inhibition of these receptors in animal models results in decreased metastatic potential of HCC tumor cell lines .
There are several limitations to this study. First the presence of DM was determined based on medical history or medication use rather than by fasting glucose or hemoglobin A1C measurement. Thus, the presence of physiologic glucose intolerance is likely underestimated. The lack of reliable data on the timing of DM onset relative to diagnosis of cirrhosis and HCC hinder our ability to confer a causal relationship. We were not able to examine the potential impact of DM on histologic grade or histologic grade as a potential confounder on the relationship between DM and vascular invasion because histologic grade was not adequately captured in this database. Also, this study was exploratory and hypothesis generating in nature and confined to a single institution. It is possible that the observed associations are due to chance. Confirmatory studies in larger cohorts including multiple institutions are needed. Given that this is a tertiary liver transplant referral center there is potential for referral bias. Lastly, we did not observe a significant difference in overall survival although we do note a trend toward decreased survival as indicated by the Kaplan meier estimates. Patients with transplanted HCC die from causes other than recurrent or uncontrolled HCC such as liver failure, infection, bleeding, and post-operative complications in the setting of transplantation and there is considerable variation in survival times as indicated by the large standard deviations in mean survival times. It seems likely that any direct effect of DM on HCC-related mortality would require a larger cohort.
Despite the limitations this study offers evidence that DM is associated with increased vascular invasion in HCC. These novel findings, if confirmed, could have clinical implications, and suggest clinicians may need to consider the impact of DM when selecting patients for liver transplantation. The incidence of glucose intolerance and DM in patients with liver cirrhosis is 60-80% and 20-60% respectively  so it is imperative that we understand how to best manage DM in the setting of cirrhosis and HCC. The current study suggests further research is required to better understand the interaction between DM and disease pathogenesis and outcomes in HCC.
Dr. Connolly is supported by a grant from the James P Wilmot Research Foundation.
- Gomaa AI, et al: Hepatocellular carcinoma: epidemiology, risk factors and pathogenesis. World J Gastroenterol. 2008, 14 (27): 4300-4308. 10.3748/wjg.14.4300.View ArticlePubMedPubMed CentralGoogle Scholar
- Altekruse SF, McGlynn KA, Reichman ME: Hepatocellular carcinoma incidence, mortality, and survival trends in the United States from 1975 to 2005. J Clin Oncol. 2009, 27 (9): 1485-1491. 10.1200/JCO.2008.20.7753.View ArticlePubMedPubMed CentralGoogle Scholar
- El-Serag HB, et al: The continuing increase in the incidence of hepatocellular carcinoma in the United States: an update.[see comment][erratum appears in Ann Intern Med. 2004 Jan 20;140(2):151][summary for patients in Ann Intern Med. 2003 Nov 18;139(10):I28; PMID: 14623640]. Ann Intern Med. 2003, 139 (10): 817-823.View ArticlePubMedGoogle Scholar
- Tanaka Y, et al: Inaugural Article: A comparison of the molecular clock of hepatitis C virus in the United States and Japan predicts that hepatocellular carcinoma incidence in the United States will increase over the next two decades. Proc Natl Acad Sci USA. 2002, 99 (24): 15584-15589. 10.1073/pnas.242608099.View ArticlePubMedPubMed CentralGoogle Scholar
- El-Serag HB, Mason AC: Rising incidence of hepatocellular carcinoma in the United States. N Engl J Med. 1999, 340 (10): 745-750. 10.1056/NEJM199903113401001.View ArticlePubMedGoogle Scholar
- Hassan MM, et al: Effect of different types of smoking and synergism with hepatitis C virus on risk of hepatocellular carcinoma in American men and women: case–control study. Int J Cancer. 2008, 123 (8): 1883-1891. 10.1002/ijc.23730.View ArticlePubMedPubMed CentralGoogle Scholar
- Page JM, Harrison SA: NASH and HCC. Clin Liver Dis. 2009, 13 (4): 631-647. 10.1016/j.cld.2009.07.007.View ArticlePubMedGoogle Scholar
- Werner M, et al: Hepatic and extrahepatic malignancies in autoimmune hepatitis. A long-term follow-up in 473 Swedish patients. J Hepatol. 2009, 50 (2): 388-393. 10.1016/j.jhep.2008.08.022.View ArticlePubMedGoogle Scholar
- Ohki T, et al: Visceral fat accumulation is an independent risk factor for hepatocellular carcinoma recurrence after curative treatment in patients with suspected NASH. Gut. 2009, 58 (6): 839-844. 10.1136/gut.2008.164053.View ArticlePubMedGoogle Scholar
- Wu HC, et al: Aflatoxin B1 exposure, hepatitis B virus infection, and hepatocellular carcinoma in Taiwan. Cancer Epidemiol Biomarkers Prev. 2009, 18 (3): 846-853. 10.1158/1055-9965.EPI-08-0697.View ArticlePubMedPubMed CentralGoogle Scholar
- Adami HO, et al: Excess risk of primary liver cancer in patients with diabetes mellitus.[see comment]. J Natl Cancer Inst. 1996, 88 (20): 1472-1477. 10.1093/jnci/88.20.1472.View ArticlePubMedGoogle Scholar
- Lai MS, et al: Type 2 diabetes and hepatocellular carcinoma: A cohort study in high prevalence area of hepatitis virus infection.[see comment]. Hepatology. 2006, 43 (6): 1295-1302. 10.1002/hep.21208.View ArticlePubMedGoogle Scholar
- Wideroff L, et al: Cancer incidence in a population-based cohort of patients hospitalized with diabetes mellitus in Denmark. J Natl Cancer Inst. 1997, 89 (18): 1360-1365. 10.1093/jnci/89.18.1360.View ArticlePubMedGoogle Scholar
- Davila JA, et al: Diabetes increases the risk of hepatocellular carcinoma in the United States: a population based case control study. Gut. 2005, 54 (4): 533-539. 10.1136/gut.2004.052167.View ArticlePubMedPubMed CentralGoogle Scholar
- El-Serag HB, Richardson PA, Everhart JE: The role of diabetes in hepatocellular carcinoma: a case–control study among United States Veterans. Am J Gastroenterol. 2001, 96 (8): 2462-2467. 10.1111/j.1572-0241.2001.04054.x.View ArticlePubMedGoogle Scholar
- Lagiou P, et al: Role of diabetes mellitus in the etiology of hepatocellular carcinoma. J Natl Cancer Inst. 2000, 92 (13): 1096-1099. 10.1093/jnci/92.13.1096.View ArticlePubMedGoogle Scholar
- Huo TI, et al: Differential mechanism and prognostic impact of diabetes mellitus on patients with hepatocellular carcinoma undergoing surgical and nonsurgical treatment.[see comment]. Am J Gastroenterol. 2004, 99 (8): 1479-1487. 10.1111/j.1572-0241.2004.30024.x.View ArticlePubMedGoogle Scholar
- Ikeda Y, et al: Prognosis of hepatocellular carcinoma with diabetes mellitus after hepatic resection. Hepatology. 1998, 27 (6): 1567-1571. 10.1002/hep.510270615.View ArticlePubMedGoogle Scholar
- Komura T, et al: Impact of diabetes on recurrence of hepatocellular carcinoma after surgical treatment in patients with viral hepatitis. Am J Gastroenterol. 2007, 102 (9): 1939-1946. 10.1111/j.1572-0241.2007.01354.x.View ArticlePubMedGoogle Scholar
- Toyoda H, et al: Impact of diabetes mellitus on the prognosis of patients with hepatocellular carcinoma. Cancer. 2001, 91 (5): 957-963. 10.1002/1097-0142(20010301)91:5<957::AID-CNCR1085>3.0.CO;2-J.View ArticlePubMedGoogle Scholar
- Chan EY, et al: Identifying risk for recurrent hepatocellular carcinoma after liver transplantation: implications for surveillance studies and new adjuvant therapies. Liver Transpl. 2008, 14 (7): 956-965. 10.1002/lt.21449.View ArticlePubMedGoogle Scholar
- Shah SA, et al: Does microvascular invasion affect outcomes after liver transplantation for HCC? A histopathological analysis of 155 consecutive explants. J Gastrointest Surg. 2007, 11 (4): 464-471. 10.1007/s11605-006-0033-7.View ArticlePubMedPubMed CentralGoogle Scholar
- Jonas S, et al: Vascular invasion and histopathologic grading determine outcome after liver transplantation for hepatocellular carcinoma in cirrhosis. Hepatology. 2001, 33 (5): 1080-1086. 10.1053/jhep.2001.23561.View ArticlePubMedGoogle Scholar
- Hao K, et al: Predicting prognosis in hepatocellular carcinoma after curative surgery with common clinicopathologic parameters. BMC Cancer. 2009, 9: 389-10.1186/1471-2407-9-389.View ArticlePubMedPubMed CentralGoogle Scholar
- Imamura H, et al: Risk factors contributing to early and late phase intrahepatic recurrence of hepatocellular carcinoma after hepatectomy. J Hepatol. 2003, 38 (2): 200-207. 10.1016/S0168-8278(02)00360-4.View ArticlePubMedGoogle Scholar
- Siddiqui AA, et al: Elevated HbA1c is an independent predictor of aggressive clinical behavior in patients with colorectal cancer: a case–control study. Dig Dis Sci. 2008, 53 (9): 2486-2494. 10.1007/s10620-008-0264-4.View ArticlePubMedGoogle Scholar
- Wolf I, et al: Association between diabetes mellitus and adverse characteristics of breast cancer at presentation. Eur J Cancer. 2006, 42 (8): 1077-1082. 10.1016/j.ejca.2006.01.027.View ArticlePubMedGoogle Scholar
- Gillespie EF, et al: Obesity and angiolymphatic invasion in primary breast cancer. Ann Surg Oncol. 2010, 17 (3): 752-759. 10.1245/s10434-009-0797-6.View ArticlePubMedGoogle Scholar
- Vaulont S, Vasseur-Cognet M, Kahn A: Glucose regulation of gene transcription. J Biol Chem. 2000, 275 (41): 31555-31558.View ArticlePubMedGoogle Scholar
- Donadon V, et al: Association between hepatocellular carcinoma and type 2 diabetes mellitus in Italy: potential role of insulin. World J Gastroenterol. 2008, 14 (37): 5695-5700. 10.3748/wjg.14.5695.View ArticlePubMedPubMed CentralGoogle Scholar
- Desbois-Mouthon C, et al: Insulin-like growth factor-1 receptor inhibition induces a resistance mechanism via the epidermal growth factor receptor/HER3/AKT signaling pathway: rational basis for cotargeting insulin-like growth factor-1 receptor and epidermal growth factor receptor in hepatocellular carcinoma. Clin Cancer Res. 2009, 15 (17): 5445-5456. 10.1158/1078-0432.CCR-08-2980.View ArticlePubMedGoogle Scholar
- Chen YW, Boyartchuk V, Lewis BC: Differential roles of insulin-like growth factor receptor- and insulin receptor-mediated signaling in the phenotypes of hepatocellular carcinoma cells. Neoplasia (New York). 2009, 11 (9): 835-845.View ArticleGoogle Scholar
- Garcia-Compean D, et al: Liver cirrhosis and diabetes: risk factors, pathophysiology, clinical implications and management. World J Gastroenterol. 2009, 15 (3): 280-288. 10.3748/wjg.15.280.View ArticlePubMedPubMed CentralGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-230X/13/9/prepub
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