Skip to main content

Advertisement

Log in

Type 2 diabetes mellitus and obesity are independent risk factors for poor outcome in patients with high-grade glioma

  • Clinical Study – Patient Study
  • Published:
Journal of Neuro-Oncology Aims and scope Submit manuscript

Abstract

Type 2 diabetes mellitus (DM) and obesity are known risk factors for poor outcomes in patients with systemic malignancies but are not well-studied in the brain tumor population. In this study we asked if type 2 DM and elevated body mass index (BMI) are independent risk factors for poor prognosis in patients with high-grade glioma (HGG.). We conducted a retrospective cohort study of 171 patients surgically treated for HGG at a single institution. BMI and records of pre-existing type 2 DM were obtained from medical histories. Variables associated with survival in a univariate analysis were included in the multivariate Cox model if P < 0.10. Variables with probability values >0.05 were then removed from the multivariate model in a step-wise fashion. Mean age at diagnosis was 55.0 ± 17.3 years. Fifteen (8.8%) patients had a history of type 2 DM. Fifty-eight (35.8%) patients had a BMI < 25, 55 (34.0%) BMI 25–30, and 49(30.2%) BMI > 30. Radiation therapy, temozolomide, and higher KPS score were independently associated with prolonged survival while increasing age was associated with decreased survival. DM (P = 0.001) and increasing BMI (P = 0.003) were found to be independently associated with decreased survival. Diabetics had a decreased median overall survival (312 vs. 470 days, P = 0.003) and PFS (106 vs. 166 days, P = 0.04) compared to non-diabetics. Increasing BMI (<25, 25–30, and >30) was also associated with decreased median PFS: 195 vs. 165 vs. 143 days, respectively. Pre-existing DM and elevated BMI are independent risk factors for poor outcome in patients with HGG.

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

References

  1. Central Brain Tumor Registry of the United States (2011) CBTRUS Statistical Report: Primary brain and central nervous system tumors diagnosed in the United States in 2004–2007

  2. Tait MJ, Petrik V, Loosemore A, Bell BA, Papadopoulos MC (2007) Survival of patients with glioblastoma multiform has not improved between 1993 and 2004: analysis of 625 cases. Br J Neurosurg 21:496–500

    Article  PubMed  CAS  Google Scholar 

  3. Buckner JC (2003) Factors influencing survival in high-grade gliomas. Semin Oncol 30:10–14

    Article  PubMed  Google Scholar 

  4. Burger PC, Green SB (1987) Patient age, histologic features, and length of survival in patients with glioblastoma multiforme. Cancer 59:1617–1625

    Article  PubMed  CAS  Google Scholar 

  5. Lamborn KR, Chang SM, Prados MD (2004) Prognostic factors for survival of patients with glioblastoma: recursive partitioning analysis. Neuro Oncol 6:227–235

    Article  PubMed  Google Scholar 

  6. Laws ER, Parney IF, Huang W, Anderson F, Morris AM, Asher A et al (2003) Survival following surgery and prognostic factors for recently diagnosed malignant glioma: data from the glioma outcomes project. J Neurosurg 99:467–473

    Article  PubMed  Google Scholar 

  7. Perry A, Jenkins R, O’Fallon JR et al (1999) Clinicopathologic study of 85 similarly treated patients with anaplastic astrocytic tumors. An analysis of DNA content (ploidy), cellular proliferation, and P53 expression. Cancer 86:672–683

    Article  PubMed  CAS  Google Scholar 

  8. Tortosa A, Vinolas N, Villa S et al (2003) Prognostic implication of clinical, radiologic, and pathologic features in patients with anaplastic gliomas. Cancer 97:1063–1071

    Article  PubMed  Google Scholar 

  9. Derr RL, Ye X, Islas MU, Desideri S, Saudek CD, Grossman SA (2009) Association between hyperglycemia and survival in patients with newly diagnosed glioblastoma. J Clin Oncol 27:1082–1086

    Article  PubMed  Google Scholar 

  10. McGirt MJ, Chaichana KL, Gathinji M, Attenello F, Than K, Ruiz AJ, Olivi A, Quinones-Hinojosa A (2008) Persistent outpatient hyperglycemia is independently associate with decreased survival after primary resection of malignant brain astrocytomas. Neurosurgery 62:286–289

    Article  Google Scholar 

  11. El-Serag HB, Hampel H, Javadi F (2006) The association between diabetes and hepatocellular carcinoma: a systematic review of epidemiologic evidence. Clin Gastroenterol Hepatol 4:369–380

    Article  PubMed  Google Scholar 

  12. Friberg E, Orsini N, Mantzoros CS, Wolk A (2007) Diabetes mellitus and risk of endometrial cancer: a meta-analysis. Diabetologia 50:1365–1374

    Article  PubMed  CAS  Google Scholar 

  13. Huxley R, Ansary-Moghaddam A, Berrington de Gonzalez A, Barzi F, Woodward M (2005) Type 2 diabetes and pancreatic cancer: a meta-analysis of 36 studies. Br J Cancer 92:2076–2083

    Article  PubMed  CAS  Google Scholar 

  14. Larsson SC, Mantzoros CS, Wolk A (2007) Diabetes mellitus and risk of breast cancer: a meta-analysis. Int J Cancer 121:856–862

    Article  PubMed  CAS  Google Scholar 

  15. Larsson SC, Orsini N, Wolk A (2005) Diabetes mellitus and risk of colon cancer: a meta-analysis. J Natl Cancer Inst 97:1679–1687

    Article  PubMed  Google Scholar 

  16. Mitri J, Castillo J, Pittas AG (2008) Diabetes and risk of non-hodgkins lymphoma: a metaanalysis of observational studies. Diabetes Care 31:2391–2397

    Article  PubMed  Google Scholar 

  17. Calle EE, Kaaks R (2004) Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms. Nat Rev Cancer 4:579–591

    Article  PubMed  CAS  Google Scholar 

  18. Calle EE, Rodriquez C, Walker-Thurmond K, Thun MJ (2003) Overweight, obesity and mortality from cancer in a prospectively studied cohort of US adults. NEJM 348:1625–1638

    Article  PubMed  Google Scholar 

  19. Renehan AG, Tyson M, Egger M, Heller RF, Zwahlen M (2008) Body mass index and incidence of cancer: a systematic review and meta-analysis of prospective observational studies. Lancet 371:569–578

    Article  PubMed  Google Scholar 

  20. Barone BB, Yeh HC, Snyder CF, Peairs KS, Stein KB, Derr RL, Wolff AC, Brancati FL (2008) Long-term all-cause mortality in cancer patients with pre-existing diabetes mellitus. JAMA 300:2754–2764

    Article  PubMed  CAS  Google Scholar 

  21. Haydon AM, Macinnis RJ, English DR, Giles GG (2006) Effect of physical activity and body size on survival after diagnosis with colorectal cancer. Gut 55:62–67

    Article  PubMed  CAS  Google Scholar 

  22. Benson VS, Pirie K, Green J, Casabonne D, Beral V, Million Women Study Collaborators (2008) Lifestyle factors and primary glioma and meningioma tumors in the million women study cohort. Br J Cancer 99:185–190

    Article  PubMed  CAS  Google Scholar 

  23. Moore SC, Rajaraman P, Dubrow R et al (2009) Height, body mass index, and physical activity in relation to glioma risk. Cancer Res 69:8349–8355

    Article  PubMed  CAS  Google Scholar 

  24. Belfiore A, Frasca F, Pandini G, Sciacca L, Vigneri R (2009) Insulin receptor isoforms and insulin receptor/insulin-like growth factor receptor hybrids in physiology and disease. Endocr Rev 30:586–623

    Article  PubMed  CAS  Google Scholar 

  25. Trojan J, Cloix JF, Ardourel MY, Chatel M, Anthony DD (2007) Insulin-like growth factor type 1 biology and targeting in malignant gliomas. Neuroscience 145:795–811

    Article  PubMed  CAS  Google Scholar 

  26. Wang H, Wang H, Shen W et al (2003) Insulin-like growth factor-binding protein 2 enhances GBM invasion by activating invasion-enhancing genes. Cancer Res 63:4315–4321

    PubMed  CAS  Google Scholar 

  27. Lammers R, Gray A, Schlessinger J, Ulrich A (1989) Differential signalling potential of insulin and IGF-1 receptor cytoplasmic domains. EMBO J 8:1369–1375

    PubMed  CAS  Google Scholar 

  28. Hirano H, Lopes MB, Laws ER et al (1999) Insulin-like growth factor 1 content and pattern of expression correlates with histopathologic grade in diffusely infiltrating astrocytomas. Neuro Oncol 1:109–119

    PubMed  CAS  Google Scholar 

  29. Zumkeller W, Westphal M (2011) The IGF/IGFBP system in CNS malignancy. Mol Pathol 54:227–229

    Google Scholar 

  30. McDonald KL, O’Sullivan MG, Parkinson JF et al (2007) IQGAP1 and IGFBP2: valuable biomarkers for determining prognosis in glioma patients. J Neuropathol Exp Neurol 66:405–417

    Article  PubMed  CAS  Google Scholar 

  31. Sallinen SL, Sallinen PK, Haapasalo HK et al (2000) Identification of differentially expressed genes in human gliomas by DNA microarray and tissue chip techniques. Cancer Res 60:6617–6622

    PubMed  CAS  Google Scholar 

  32. Santosh V, Arivazhagan A, Sreekanthreddy P et al (2010) Grade-specific expression of insulin-like growth factor-binding proteins 2, 3 and 5 in astrocytomas: IGFBP-3 emerges as a strong predictor of survival in patients with newly diagnosed glioblastoma. Cancer Epidemiol Biomarkers Prev 19:1399–1408

    Article  PubMed  CAS  Google Scholar 

  33. Wang H, Fuller GN, Zhang W (2004) Insulin-like growth factors and insulin-like growth factors binding proteins in CNS tumors. In: Zhang W, Fuller GN (eds) Genomic and molecular neurooncology. Jones and Bartlett, Sudbury, pp 119–130

    Google Scholar 

  34. Gariboldi MB, Ravizza R, Monti E (2010) The IGFR1 inhibitor NVP-AEW541 disrupts a pro-survival and pro-angiogenic IGF-STAT-HIF1 pathway in human glioblastoma cells. Biochem Pharmacol 80:455–462

    Article  PubMed  CAS  Google Scholar 

  35. Pozsgai E, Schally AV, Halmos G, Rick F, Bellyei S (2010) The inhibitory effect of a novel cytotoxic somatostatin analog AN-162 on experimental glioblastoma. Horm Metab Res 42:781–863

    Article  PubMed  CAS  Google Scholar 

  36. Yin S, Girnita A, Stromberg T, Khan Z, Andersson S, Zheng H, Ericsson C, Axelson M, Nister M, Larsson O, Ekstrom TJ, Girnita L (2010) Targeting the insulin-like growth factor-1 receptor by picropodophyllin as a treatment option for glioblastoma. Neuro Oncol 12:19–27

    Article  PubMed  CAS  Google Scholar 

  37. Jones LW, Ali-Osman F, Lipp E, Marcello JE, McCarthy B, McCoy L, Rice T, Wrensch M, Il’yasova D (2010) Association between body mass index and mortality in patients with glioblastoma multiforme. Cancer Causes Control 21:2195–2201

    Article  PubMed  Google Scholar 

  38. Shields M, Carroll MD, Ogden CL (2011) Adult obesity prevalence in Canada and the United States. NCHS Data Brief, Centers for Disease Control

  39. Dube JJ, Amati F, Toledo FG, Stefanovic-Racic M, Rossi A, Coen P, Goodpaster BH (2011) Effects of weight loss and exercise on insulin resistance, and intramyocellular triacylglycerol, diacylglycerol, and ceramide. Diabetologia 5:1147–1156

    Article  Google Scholar 

  40. Kourelis TV, Siegel RD (2011) Metformin and cancer: new applications for an old drug. Med Oncol. doi:10.1007/s12032-011-9846-7

  41. Micic D, Cvijovic G, Trajkovic V, Duntas LH, Polovina S (2011) Metformin: its emerging role in oncology. Hormones 10:5–15

    PubMed  Google Scholar 

  42. Lee MS, Hsu CC, Wahlqvist ML, Tsai HN, Chang YH, Huang YC (2011) Type 2 diabetes increases and metformin reduces total, colorectal, liver and pancreatic cancer incidences in Taiwanese representative population prospective cohort study of 800, 000 individuals. BMC Cancer 11:20

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

The authors wish to acknowledge Merry Beth Braswell, Aimee Cutrer, and Daniel Brill for their assistance in collection and maintenance of the clinical database used in this study and Kyle Weaver MD for his contribution of patients for analysis.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lola B. Chambless.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Chambless, L.B., Parker, S.L., Hassam-Malani, L. et al. Type 2 diabetes mellitus and obesity are independent risk factors for poor outcome in patients with high-grade glioma. J Neurooncol 106, 383–389 (2012). https://doi.org/10.1007/s11060-011-0676-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11060-011-0676-4

Keywords

Navigation