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Published in: Journal of Cachexia, Sarcopenia and Muscle 4/2012

01-12-2012 | Original Article

Predicting survival in cancer patients: the role of cachexia and hormonal, nutritional and inflammatory markers

Authors: Anne E. Utech, Eiriny M. Tadros, Teresa G. Hayes, Jose M. Garcia

Published in: Journal of Cachexia, Sarcopenia and Muscle | Issue 4/2012

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Abstract

Background

Cancer can lead to weight loss, anorexia, and poor nutritional status, which are associated with decreased survival in cancer patients.

Methods

Male cancer patients (n = 136) were followed for a mean time of 4.5 years. Variables were obtained at baseline: cancer stage, albumin, hemoglobin, tumor necrosis factor alpha (TNF-α), interleukin (IL)-6, bioavailable testosterone, appetite questionnaire, and weight change from baseline to 18 months. Primary statistical tests included Kaplan–Meier survival analysis and Cox proportional hazard regression (PHREG).

Results

Univariate PHREG showed that cancer stage, albumin, hemoglobin, TNF-α, IL-6, and weight change were each significantly associated with mortality risk (P < 0.05), but bioavailable testosterone was not. Multivariate PHREG analysis established that weight change and albumin were jointly statistically significant even after adjusting for stage.

Conclusion

In this sample of male oncology patients, cancer stage, serum albumin, and weight loss predicted survival. High levels of inflammatory markers and hemoglobin are associated with increased mortality, but do not significantly improve the ability to predict survival above and beyond cancer stage, albumin, and weight loss.
Appendix
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Literature
1.
go back to reference Jemal A, Murray T, Samuels A, Ghafoor A, Ward E, Thun MJ. Cancer statistics, 2003. CA Cancer J Clin. 2003;53:5–26.PubMedCrossRef Jemal A, Murray T, Samuels A, Ghafoor A, Ward E, Thun MJ. Cancer statistics, 2003. CA Cancer J Clin. 2003;53:5–26.PubMedCrossRef
2.
go back to reference Maltoni M, Nanni O, Pirovano M, Scarpi E, Indelli M, Martini C, et al. Successful validation of the palliative prognostic score in terminally ill cancer patients. Italian multicenter study group on palliative care. J Pain Symptom Manage. 1999;17:240–7.PubMedCrossRef Maltoni M, Nanni O, Pirovano M, Scarpi E, Indelli M, Martini C, et al. Successful validation of the palliative prognostic score in terminally ill cancer patients. Italian multicenter study group on palliative care. J Pain Symptom Manage. 1999;17:240–7.PubMedCrossRef
3.
go back to reference Strasser F, Bruera ED. Update on anorexia and cachexia. Hematol Oncol Clin North Am. 2002;16:589–617.PubMedCrossRef Strasser F, Bruera ED. Update on anorexia and cachexia. Hematol Oncol Clin North Am. 2002;16:589–617.PubMedCrossRef
4.
go back to reference Sonti G, Ilyin SE, Plata-Salaman CR. Anorexia induced by cytokine interactions at pathophysiological concentrations. Am J Physiol. 1996;270:R1394–402.PubMed Sonti G, Ilyin SE, Plata-Salaman CR. Anorexia induced by cytokine interactions at pathophysiological concentrations. Am J Physiol. 1996;270:R1394–402.PubMed
5.
go back to reference Opara EI, Laviano A, Meguid MM. Correlation between food intake and cerebrospinal fluid interleukin 1 alpha in anorectic tumor-bearing rats. Nutrition. 1995;11:678–9.PubMed Opara EI, Laviano A, Meguid MM. Correlation between food intake and cerebrospinal fluid interleukin 1 alpha in anorectic tumor-bearing rats. Nutrition. 1995;11:678–9.PubMed
6.
go back to reference Laviano A, Gleason JR, Meguid MM, Yang ZJ, Cangiano C, Rossi Fanelli F. Effects of intra-VMN mianserin and IL-1ra on meal number in anorectic tumor-bearing rats. J Investig Med. 2000;48:40–8.PubMed Laviano A, Gleason JR, Meguid MM, Yang ZJ, Cangiano C, Rossi Fanelli F. Effects of intra-VMN mianserin and IL-1ra on meal number in anorectic tumor-bearing rats. J Investig Med. 2000;48:40–8.PubMed
7.
go back to reference Jatoi A, Daly BD, Hughes VA, Dallal GE, Kehayias J, Roubenoff R. Do patients with nonmetastatic non-small cell lung cancer demonstrate altered resting energy expenditure? Ann Thorac Surg. 2001;72:348–51.PubMedCrossRef Jatoi A, Daly BD, Hughes VA, Dallal GE, Kehayias J, Roubenoff R. Do patients with nonmetastatic non-small cell lung cancer demonstrate altered resting energy expenditure? Ann Thorac Surg. 2001;72:348–51.PubMedCrossRef
8.
go back to reference Vigano A, Bruera E, Jhangri GS, Newman SC, Fields AL, Suarez-Almazor ME. Clinical survival predictors in patients with advanced cancer. Arch Intern Med. 2000;160:861–8.PubMedCrossRef Vigano A, Bruera E, Jhangri GS, Newman SC, Fields AL, Suarez-Almazor ME. Clinical survival predictors in patients with advanced cancer. Arch Intern Med. 2000;160:861–8.PubMedCrossRef
9.
go back to reference Garcia JM, Garcia-Touza M, Hijazi RA, Taffet G, Epner D, Mann D, et al. Active ghrelin levels and active to total ghrelin ratio in cancer-induced cachexia. J Clin Endocrinol Metab. 2005;90:2920–6.PubMedCrossRef Garcia JM, Garcia-Touza M, Hijazi RA, Taffet G, Epner D, Mann D, et al. Active ghrelin levels and active to total ghrelin ratio in cancer-induced cachexia. J Clin Endocrinol Metab. 2005;90:2920–6.PubMedCrossRef
11.
go back to reference Pfitzenmaier J, Vessella R, Higano CS, Noteboom JL, Wallace Jr D, Corey E. Elevation of cytokine levels in cachectic patients with prostate carcinoma. Cancer. 2003;97:1211–6.PubMedCrossRef Pfitzenmaier J, Vessella R, Higano CS, Noteboom JL, Wallace Jr D, Corey E. Elevation of cytokine levels in cachectic patients with prostate carcinoma. Cancer. 2003;97:1211–6.PubMedCrossRef
12.
go back to reference Lee BN, Dantzer R, Langley KE, Bennett GJ, Dougherty PM, Dunn AJ, et al. A cytokine-based neuroimmunologic mechanism of cancer-related symptoms. Neuroimmunomodulation. 2004;11:279–92.PubMedCrossRef Lee BN, Dantzer R, Langley KE, Bennett GJ, Dougherty PM, Dunn AJ, et al. A cytokine-based neuroimmunologic mechanism of cancer-related symptoms. Neuroimmunomodulation. 2004;11:279–92.PubMedCrossRef
13.
go back to reference Lyngso D, Simonsen L, Bulow J. Metabolic effects of interleukin-6 in human splanchnic and adipose tissue. J Physiol. 2002;543:379–86.PubMedCrossRef Lyngso D, Simonsen L, Bulow J. Metabolic effects of interleukin-6 in human splanchnic and adipose tissue. J Physiol. 2002;543:379–86.PubMedCrossRef
14.
go back to reference Homsi J, Luong D. Symptoms and survival in patients with advanced disease. J Palliat Med. 2007;10:904–9.PubMedCrossRef Homsi J, Luong D. Symptoms and survival in patients with advanced disease. J Palliat Med. 2007;10:904–9.PubMedCrossRef
15.
16.
go back to reference Evans WJ, Morley JE, Argiles J, Bales C, Baracos V, Guttridge D, et al. Cachexia: a new definition. Clin Nutr. 2008;27:793–9.PubMedCrossRef Evans WJ, Morley JE, Argiles J, Bales C, Baracos V, Guttridge D, et al. Cachexia: a new definition. Clin Nutr. 2008;27:793–9.PubMedCrossRef
17.
go back to reference Garcia JM, Li H, Mann D, Epner D, Hayes TG, Marcelli M, et al. Hypogonadism in male patients with cancer. Cancer. 2006;106:2583–91.PubMedCrossRef Garcia JM, Li H, Mann D, Epner D, Hayes TG, Marcelli M, et al. Hypogonadism in male patients with cancer. Cancer. 2006;106:2583–91.PubMedCrossRef
18.
go back to reference Bruera E, Kuehn N, Miller MJ, Selmser P, Macmillan K. The Edmonton Symptom Assessment System (ESAS): a simple method for the assessment of palliative care patients. J Palliat Care. 1991;7:6–9.PubMed Bruera E, Kuehn N, Miller MJ, Selmser P, Macmillan K. The Edmonton Symptom Assessment System (ESAS): a simple method for the assessment of palliative care patients. J Palliat Care. 1991;7:6–9.PubMed
19.
go back to reference Chang VT, Hwang SS, Feuerman M. Validation of the Edmonton Symptom Assessment Scale. Cancer. 2000;88:2164–71.PubMedCrossRef Chang VT, Hwang SS, Feuerman M. Validation of the Edmonton Symptom Assessment Scale. Cancer. 2000;88:2164–71.PubMedCrossRef
20.
go back to reference Heedman PA, Strang P. Symptom assessment in advanced palliative home care for cancer patients using the ESAS: clinical aspects. Anticancer Res. 2001;21:4077–82.PubMed Heedman PA, Strang P. Symptom assessment in advanced palliative home care for cancer patients using the ESAS: clinical aspects. Anticancer Res. 2001;21:4077–82.PubMed
22.
go back to reference Dewys WD, Begg C, Lavin PT, Band PR, Bennett JM, Bertino JR, et al. Prognostic effect of weight loss prior to chemotherapy in cancer patients. Eastern Cooperative Oncology Group. Am J Med. 1980;69:491–7.PubMedCrossRef Dewys WD, Begg C, Lavin PT, Band PR, Bennett JM, Bertino JR, et al. Prognostic effect of weight loss prior to chemotherapy in cancer patients. Eastern Cooperative Oncology Group. Am J Med. 1980;69:491–7.PubMedCrossRef
23.
go back to reference Reuben DB, Mor V, Hiris J. Clinical symptoms and length of survival in patients with terminal cancer. Arch Intern Med. 1988;148:1586–91.PubMedCrossRef Reuben DB, Mor V, Hiris J. Clinical symptoms and length of survival in patients with terminal cancer. Arch Intern Med. 1988;148:1586–91.PubMedCrossRef
24.
go back to reference Vigano A, Donaldson N, Higginson IJ, Bruera E, Mahmud S, Suarez-Almazor M. Quality of life and survival prediction in terminal cancer patients: a multicenter study. Cancer. 2004;101:1090–8.PubMedCrossRef Vigano A, Donaldson N, Higginson IJ, Bruera E, Mahmud S, Suarez-Almazor M. Quality of life and survival prediction in terminal cancer patients: a multicenter study. Cancer. 2004;101:1090–8.PubMedCrossRef
25.
go back to reference Rajagopal A, Vassilopoulou-Sellin R, Palmer JL, Kaur G, Bruera E. Symptomatic hypogonadism in male survivors of cancer with chronic exposure to opioids. Cancer. 2004;100:851–8.PubMedCrossRef Rajagopal A, Vassilopoulou-Sellin R, Palmer JL, Kaur G, Bruera E. Symptomatic hypogonadism in male survivors of cancer with chronic exposure to opioids. Cancer. 2004;100:851–8.PubMedCrossRef
26.
go back to reference Fouladiun M, Korner U, Bosaeus I, Daneryd P, Hyltander A, Lundholm KG. Body composition and time course changes in regional distribution of fat and lean tissue in unselected cancer patients on palliative care—correlations with food intake, metabolism, exercise capacity, and hormones. Cancer. 2005;103:2189–98.PubMedCrossRef Fouladiun M, Korner U, Bosaeus I, Daneryd P, Hyltander A, Lundholm KG. Body composition and time course changes in regional distribution of fat and lean tissue in unselected cancer patients on palliative care—correlations with food intake, metabolism, exercise capacity, and hormones. Cancer. 2005;103:2189–98.PubMedCrossRef
27.
go back to reference Simons JP, Schols AM, Buurman WA, Wouters EF. Weight loss and low body cell mass in males with lung cancer: relationship with systemic inflammation, acute-phase response, resting energy expenditure, and catabolic and anabolic hormones. Clin Sci (Lond). 1999;97:215–23.CrossRef Simons JP, Schols AM, Buurman WA, Wouters EF. Weight loss and low body cell mass in males with lung cancer: relationship with systemic inflammation, acute-phase response, resting energy expenditure, and catabolic and anabolic hormones. Clin Sci (Lond). 1999;97:215–23.CrossRef
28.
go back to reference Tas F, Duranyildiz D, Argon A, Oguz H, Camlica H, Yasasever V, et al. Serum levels of leptin and proinflammatory cytokines in advanced-stage non-small cell lung cancer. Med Oncol. 2005;22:353–8.PubMedCrossRef Tas F, Duranyildiz D, Argon A, Oguz H, Camlica H, Yasasever V, et al. Serum levels of leptin and proinflammatory cytokines in advanced-stage non-small cell lung cancer. Med Oncol. 2005;22:353–8.PubMedCrossRef
29.
go back to reference Dulger H, Alici S, Sekeroglu MR, Erkog R, Ozbek H, Noyan T, et al. Serum levels of leptin and proinflammatory cytokines in patients with gastrointestinal cancer. Int J Clin Pract. 2004;58:545–9.PubMedCrossRef Dulger H, Alici S, Sekeroglu MR, Erkog R, Ozbek H, Noyan T, et al. Serum levels of leptin and proinflammatory cytokines in patients with gastrointestinal cancer. Int J Clin Pract. 2004;58:545–9.PubMedCrossRef
30.
go back to reference Yeh SS, Hafner A, Chang CK, Levine DM, Parker TS, Schuster MW. Risk factors relating blood markers of inflammation and nutritional status to survival in cachectic geriatric patients in a randomized clinical trial. J Am Geriatr Soc. 2004;52:1708–12.PubMedCrossRef Yeh SS, Hafner A, Chang CK, Levine DM, Parker TS, Schuster MW. Risk factors relating blood markers of inflammation and nutritional status to survival in cachectic geriatric patients in a randomized clinical trial. J Am Geriatr Soc. 2004;52:1708–12.PubMedCrossRef
31.
go back to reference Levine JA, Morgan MY. Preservation of macronutrient preferences in cancer anorexia. Br J Cancer. 1998;78:579–81.PubMedCrossRef Levine JA, Morgan MY. Preservation of macronutrient preferences in cancer anorexia. Br J Cancer. 1998;78:579–81.PubMedCrossRef
32.
go back to reference Strasser F, Palmer JL, Schover LR, Yusuf SW, Pisters K, Vassilopoulou-Sellin R, et al. The impact of hypogonadism and autonomic dysfunction on fatigue, emotional function, and sexual desire in male patients with advanced cancer: a pilot study. Cancer. 2006;107:2949–57.PubMedCrossRef Strasser F, Palmer JL, Schover LR, Yusuf SW, Pisters K, Vassilopoulou-Sellin R, et al. The impact of hypogonadism and autonomic dysfunction on fatigue, emotional function, and sexual desire in male patients with advanced cancer: a pilot study. Cancer. 2006;107:2949–57.PubMedCrossRef
33.
go back to reference Del Fabbro E, Hui D, Nooruddin ZI, Dalal S, Dev R, Freer G, et al. Associations among hypogonadism, C-reactive protein, symptom burden, and survival in male cancer patients with cachexia: a preliminary report. J Pain Symptom Manage. 2010;39:1016–24.PubMedCrossRef Del Fabbro E, Hui D, Nooruddin ZI, Dalal S, Dev R, Freer G, et al. Associations among hypogonadism, C-reactive protein, symptom burden, and survival in male cancer patients with cachexia: a preliminary report. J Pain Symptom Manage. 2010;39:1016–24.PubMedCrossRef
34.
go back to reference Taira AV, Merrick GS, Galbreath RW, Butler WM, Wallner KE, Allen ZA, et al. Pretreatment serum testosterone and androgen deprivation: effect on disease recurrence and overall survival in prostate cancer patients treated with brachytherapy. Int J Radiat Oncol Biol Phys. 2009;74:1143–9.PubMedCrossRef Taira AV, Merrick GS, Galbreath RW, Butler WM, Wallner KE, Allen ZA, et al. Pretreatment serum testosterone and androgen deprivation: effect on disease recurrence and overall survival in prostate cancer patients treated with brachytherapy. Int J Radiat Oncol Biol Phys. 2009;74:1143–9.PubMedCrossRef
35.
go back to reference von Haehling S, Morley JE, Coats AJS, Anker SD. Ethical guidelines for authorship and publishing in the Journal of Cachexia, Sarcopenia and Muscle. J Cachexia Sarcopenia Muscle. 2010;1:7–8.CrossRef von Haehling S, Morley JE, Coats AJS, Anker SD. Ethical guidelines for authorship and publishing in the Journal of Cachexia, Sarcopenia and Muscle. J Cachexia Sarcopenia Muscle. 2010;1:7–8.CrossRef
Metadata
Title
Predicting survival in cancer patients: the role of cachexia and hormonal, nutritional and inflammatory markers
Authors
Anne E. Utech
Eiriny M. Tadros
Teresa G. Hayes
Jose M. Garcia
Publication date
01-12-2012
Publisher
Springer-Verlag
Published in
Journal of Cachexia, Sarcopenia and Muscle / Issue 4/2012
Print ISSN: 2190-5991
Electronic ISSN: 2190-6009
DOI
https://doi.org/10.1007/s13539-012-0075-5

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