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Erschienen in: Skeletal Radiology 9/2016

01.09.2016 | Scientific Article

Abdominal adipose tissue in MGUS and multiple myeloma

verfasst von: Joyce Veld, Elizabeth K. O’Donnell, Michaela R. Reagan, Andrew J. Yee, Martin Torriani, Clifford J. Rosen, Miriam A. Bredella

Erschienen in: Skeletal Radiology | Ausgabe 9/2016

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Abstract

Objective

To determine abdominal adipose tissue parameters on PET/CT in patients with monoclonal gammopathy of undetermined significance (MGUS) and multiple myeloma (MM) that may serve as predictors of progression of MGUS to MM. We hypothesized that patients with MM had higher abdominal adiposity and higher fat metabolic activity compared to patients with MGUS.

Materials and methods

Our retrospective study was IRB approved and HIPAA compliant. The study group comprised 40 patients (mean age 64 ± 13 years) with MGUS and 32 patients (mean age 62 ± 10 years) with recently diagnosed MM (mean time since diagnosis of MM 3.0 ± 3.9 months) who had not undergone MM treatment. All patients underwent whole body FDG-PET/CT. Total abdominal adipose tissue (TAT), abdominal subcutaneous adipose tissue (SAT) and visceral adipose tissue (VAT) cross sectional areas (CSA) (cm2) and metabolic activity (SUV) were assessed. Groups were compared using ANOVA. ROC curve analysis was performed to determine cutoff values for abdominal adipose tissue parameters to detect MM.

Results

Patients with recently diagnosed MM had higher TAT and SAT CSA (p ≤ 0.03) and higher fat metabolic activity (p < 0.01). VAT metabolic activity showed the highest sensitivity and specificity for identifying patients with MM (area under the curve 0.95 with cutoff value of >0.34, sensitivity 90.6 %, specificity 92.5 %, p < 0.0001).

Conclusions

Patients who were recently diagnosed with MM had higher abdominal fat CSA and higher fat metabolic activity compared to patients with MGUS. These parameters may serve as novel biomarkers of progression of MGUS to MM.
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Literatur
2.
3.
Zurück zum Zitat Riedel DA, Pottern LM. The epidemiology of multiple myeloma. Hematol Oncol Clin North Am. 1992;6:225–47.PubMed Riedel DA, Pottern LM. The epidemiology of multiple myeloma. Hematol Oncol Clin North Am. 1992;6:225–47.PubMed
4.
Zurück zum Zitat Landgren O, Kyle RA, Pfeiffer RM, et al. Monoclonal gammopathy of undetermined significance (MGUS) consistently precedes multiple myeloma: a prospective study. Blood. 2009;113:5412–7.CrossRefPubMedPubMedCentral Landgren O, Kyle RA, Pfeiffer RM, et al. Monoclonal gammopathy of undetermined significance (MGUS) consistently precedes multiple myeloma: a prospective study. Blood. 2009;113:5412–7.CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Kyle RA, Therneau TM, Rajkumar SV, et al. A long-term study of prognosis in monoclonal gammopathy of undetermined significance. N Engl J Med. 2002;346:564–9.CrossRefPubMed Kyle RA, Therneau TM, Rajkumar SV, et al. A long-term study of prognosis in monoclonal gammopathy of undetermined significance. N Engl J Med. 2002;346:564–9.CrossRefPubMed
6.
Zurück zum Zitat Alexander DD, Mink PJ, Adami HO, et al. Multiple myeloma: a review of the epidemiologic literature. Int J Cancer. 2007;120 Suppl 12:40–61.CrossRefPubMed Alexander DD, Mink PJ, Adami HO, et al. Multiple myeloma: a review of the epidemiologic literature. Int J Cancer. 2007;120 Suppl 12:40–61.CrossRefPubMed
7.
Zurück zum Zitat Blair CK, Cerhan JR, Folsom AR, Ross JA. Anthropometric characteristics and risk of multiple myeloma. Epidemiology. 2005;16:691–4.CrossRefPubMed Blair CK, Cerhan JR, Folsom AR, Ross JA. Anthropometric characteristics and risk of multiple myeloma. Epidemiology. 2005;16:691–4.CrossRefPubMed
8.
Zurück zum Zitat Brown LM, Gridley G, Pottern LM, et al. Diet and nutrition as risk factors for multiple myeloma among blacks and whites in the United States. Cancer Causes Control. 2001;12:117–25.CrossRefPubMed Brown LM, Gridley G, Pottern LM, et al. Diet and nutrition as risk factors for multiple myeloma among blacks and whites in the United States. Cancer Causes Control. 2001;12:117–25.CrossRefPubMed
9.
Zurück zum Zitat Pan SY, Johnson KC, Ugnat AM, Wen SW, Mao Y. Association of obesity and cancer risk in Canada. Am J Epidemiol. 2004;159:259–68.CrossRefPubMed Pan SY, Johnson KC, Ugnat AM, Wen SW, Mao Y. Association of obesity and cancer risk in Canada. Am J Epidemiol. 2004;159:259–68.CrossRefPubMed
10.
Zurück zum Zitat Samanic C, Gridley G, Chow WH, Lubin J, Hoover RN, Fraumeni Jr JF. Obesity and cancer risk among white and black United States veterans. Cancer Causes Control. 2004;15:35–43.CrossRefPubMed Samanic C, Gridley G, Chow WH, Lubin J, Hoover RN, Fraumeni Jr JF. Obesity and cancer risk among white and black United States veterans. Cancer Causes Control. 2004;15:35–43.CrossRefPubMed
11.
Zurück zum Zitat Teras LR, Kitahara CM, Birmann BM, et al. Body size and multiple myeloma mortality: a pooled analysis of 20 prospective studies. Br J Haematol. 2014;166:667–76.CrossRefPubMedPubMedCentral Teras LR, Kitahara CM, Birmann BM, et al. Body size and multiple myeloma mortality: a pooled analysis of 20 prospective studies. Br J Haematol. 2014;166:667–76.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Christen T, Sheikine Y, Rocha VZ, et al. Increased glucose uptake in visceral versus subcutaneous adipose tissue revealed by PET imaging. JACC Cardiovasc Imaging. 2010;3:843–51.CrossRefPubMedPubMedCentral Christen T, Sheikine Y, Rocha VZ, et al. Increased glucose uptake in visceral versus subcutaneous adipose tissue revealed by PET imaging. JACC Cardiovasc Imaging. 2010;3:843–51.CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Oliveira AL, Azevedo DC, Bredella MA, Stanley TL, Torriani M. Visceral and subcutaneous adipose tissue FDG uptake by PET/CT in metabolically healthy obese subjects. Obesity (Silver Spring). 2015;23:286–9.CrossRef Oliveira AL, Azevedo DC, Bredella MA, Stanley TL, Torriani M. Visceral and subcutaneous adipose tissue FDG uptake by PET/CT in metabolically healthy obese subjects. Obesity (Silver Spring). 2015;23:286–9.CrossRef
14.
Zurück zum Zitat Vongsuvanh R, George J, Qiao L, van der Poorten D. Visceral adiposity in gastrointestinal and hepatic carcinogenesis. Cancer Lett. 2012;330:1–10.CrossRefPubMed Vongsuvanh R, George J, Qiao L, van der Poorten D. Visceral adiposity in gastrointestinal and hepatic carcinogenesis. Cancer Lett. 2012;330:1–10.CrossRefPubMed
15.
Zurück zum Zitat Cottet V, Vaysse C, Scherrer ML, et al. Fatty acid composition of adipose tissue and colorectal cancer: a case-control study. Am J Clin Nutr. 2015;101:192–201.CrossRefPubMed Cottet V, Vaysse C, Scherrer ML, et al. Fatty acid composition of adipose tissue and colorectal cancer: a case-control study. Am J Clin Nutr. 2015;101:192–201.CrossRefPubMed
16.
Zurück zum Zitat Dammacco F, Rubini G, Ferrari C, Vacca A, Racanelli V. (1)(8)F-FDG PET/CT: a review of diagnostic and prognostic features in multiple myeloma and related disorders. Clin Exp Med. 2015;15:1–18.CrossRefPubMed Dammacco F, Rubini G, Ferrari C, Vacca A, Racanelli V. (1)(8)F-FDG PET/CT: a review of diagnostic and prognostic features in multiple myeloma and related disorders. Clin Exp Med. 2015;15:1–18.CrossRefPubMed
17.
Zurück zum Zitat Ryo M, Kishida K, Nakamura T, Yoshizumi T, Funahashi T, Shimomura I. Clinical significance of visceral adiposity assessed by computed tomography: a Japanese perspective. World J Radiol. 2014;6:409–16.CrossRefPubMedPubMedCentral Ryo M, Kishida K, Nakamura T, Yoshizumi T, Funahashi T, Shimomura I. Clinical significance of visceral adiposity assessed by computed tomography: a Japanese perspective. World J Radiol. 2014;6:409–16.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Bredella MA, Torriani M, Ghomi RH, et al. Adiponectin is inversely associated with intramyocellular and intrahepatic lipids in obese premenopausal women. Obesity (Silver Spring). 2011;19:911–6.CrossRef Bredella MA, Torriani M, Ghomi RH, et al. Adiponectin is inversely associated with intramyocellular and intrahepatic lipids in obese premenopausal women. Obesity (Silver Spring). 2011;19:911–6.CrossRef
19.
Zurück zum Zitat Hyun YJ, Kim OY, Jang Y, et al. Evaluation of metabolic syndrome risk in Korean premenopausal women: not waist circumference but visceral fat. Circ J. 2008;72:1308–15.CrossRefPubMed Hyun YJ, Kim OY, Jang Y, et al. Evaluation of metabolic syndrome risk in Korean premenopausal women: not waist circumference but visceral fat. Circ J. 2008;72:1308–15.CrossRefPubMed
20.
Zurück zum Zitat Borkan GA, Gerzof SG, Robbins AH, Hults DE, Silbert CK, Silbert JE. Assessment of abdominal fat content by computed tomography. Am J Clin Nutr. 1982;36:172–7.PubMed Borkan GA, Gerzof SG, Robbins AH, Hults DE, Silbert CK, Silbert JE. Assessment of abdominal fat content by computed tomography. Am J Clin Nutr. 1982;36:172–7.PubMed
21.
Zurück zum Zitat Maurovich-Horvat P, Massaro J, Fox CS, Moselewski F, O’Donnell CJ, Hoffmann U. Comparison of anthropometric, area- and volume-based assessment of abdominal subcutaneous and visceral adipose tissue volumes using multi-detector computed tomography. Int J Obes (Lond). 2007;31:500–6.CrossRef Maurovich-Horvat P, Massaro J, Fox CS, Moselewski F, O’Donnell CJ, Hoffmann U. Comparison of anthropometric, area- and volume-based assessment of abdominal subcutaneous and visceral adipose tissue volumes using multi-detector computed tomography. Int J Obes (Lond). 2007;31:500–6.CrossRef
22.
Zurück zum Zitat International Myeloma Working Group. Criteria for the classification of monoclonal gammopathies, multiple myeloma and related disorders: a report of the International Myeloma Working Group. Br J Haematol 2003;121:749–757 International Myeloma Working Group. Criteria for the classification of monoclonal gammopathies, multiple myeloma and related disorders: a report of the International Myeloma Working Group. Br J Haematol 2003;121:749–757
23.
Zurück zum Zitat Durie BG, Waxman AD, D’Agnolo A, Williams CM. Whole-body (18)F-FDG PET identifies high-risk myeloma. J Nucl Med. 2002;43:1457–63.PubMed Durie BG, Waxman AD, D’Agnolo A, Williams CM. Whole-body (18)F-FDG PET identifies high-risk myeloma. J Nucl Med. 2002;43:1457–63.PubMed
24.
Zurück zum Zitat Caldarella C, Treglia G, Isgro MA, Treglia I, Giordano A. The role of fluorine-18-fluorodeoxyglucose positron emission tomography in evaluating the response to treatment in patients with multiple myeloma. Int J Mol Imaging. 2012;2012:175803.PubMedPubMedCentral Caldarella C, Treglia G, Isgro MA, Treglia I, Giordano A. The role of fluorine-18-fluorodeoxyglucose positron emission tomography in evaluating the response to treatment in patients with multiple myeloma. Int J Mol Imaging. 2012;2012:175803.PubMedPubMedCentral
25.
Zurück zum Zitat Lu YY, Chen JH, Lin WY, et al. FDG PET or PET/CT for detecting intramedullary and extramedullary lesions in multiple Myeloma: a systematic review and meta-analysis. Clin Nucl Med. 2012;37:833–7.CrossRefPubMed Lu YY, Chen JH, Lin WY, et al. FDG PET or PET/CT for detecting intramedullary and extramedullary lesions in multiple Myeloma: a systematic review and meta-analysis. Clin Nucl Med. 2012;37:833–7.CrossRefPubMed
26.
Zurück zum Zitat Bianchini F, Kaaks R, Vainio H. Overweight, obesity, and cancer risk. Lancet Oncol. 2002;3:565–74.CrossRefPubMed Bianchini F, Kaaks R, Vainio H. Overweight, obesity, and cancer risk. Lancet Oncol. 2002;3:565–74.CrossRefPubMed
27.
Zurück zum Zitat Calle EE, Rodriguez C, Walker-Thurmond K, Thun MJ. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults. N Engl J Med. 2003;348:1625–38.CrossRefPubMed Calle EE, Rodriguez C, Walker-Thurmond K, Thun MJ. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults. N Engl J Med. 2003;348:1625–38.CrossRefPubMed
28.
Zurück zum Zitat Kern PA, Di Gregorio GB, Lu T, Rassouli N, Ranganathan G. Adiponectin expression from human adipose tissue: relation to obesity, insulin resistance, and tumor necrosis factor-alpha expression. Diabetes. 2003;52:1779–85.CrossRefPubMed Kern PA, Di Gregorio GB, Lu T, Rassouli N, Ranganathan G. Adiponectin expression from human adipose tissue: relation to obesity, insulin resistance, and tumor necrosis factor-alpha expression. Diabetes. 2003;52:1779–85.CrossRefPubMed
29.
Zurück zum Zitat Bao Y, Giovannucci EL, Kraft P, et al. A prospective study of plasma adiponectin and pancreatic cancer risk in five US cohorts. J Natl Cancer Inst. 2012;105:95–103.CrossRefPubMedPubMedCentral Bao Y, Giovannucci EL, Kraft P, et al. A prospective study of plasma adiponectin and pancreatic cancer risk in five US cohorts. J Natl Cancer Inst. 2012;105:95–103.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Miyoshi Y, Funahashi T, Kihara S, et al. Association of serum adiponectin levels with breast cancer risk. Clin Cancer Res. 2003;9:5699–704.PubMed Miyoshi Y, Funahashi T, Kihara S, et al. Association of serum adiponectin levels with breast cancer risk. Clin Cancer Res. 2003;9:5699–704.PubMed
31.
Zurück zum Zitat Hofmann JN, Liao LM, Pollak MN, et al. A prospective study of circulating adipokine levels and risk of multiple myeloma. Blood. 2012;120:4418–20.CrossRefPubMedPubMedCentral Hofmann JN, Liao LM, Pollak MN, et al. A prospective study of circulating adipokine levels and risk of multiple myeloma. Blood. 2012;120:4418–20.CrossRefPubMedPubMedCentral
32.
Zurück zum Zitat Fowler JA, Lwin ST, Drake MT, et al. Host-derived adiponectin is tumor-suppressive and a novel therapeutic target for multiple myeloma and the associated bone disease. Blood. 2011;118:5872–82.CrossRefPubMedPubMedCentral Fowler JA, Lwin ST, Drake MT, et al. Host-derived adiponectin is tumor-suppressive and a novel therapeutic target for multiple myeloma and the associated bone disease. Blood. 2011;118:5872–82.CrossRefPubMedPubMedCentral
33.
34.
Zurück zum Zitat Tilg H, Moschen AR. Adipocytokines: mediators linking adipose tissue, inflammation and immunity. Nat Rev Immunol. 2006;6:772–83.CrossRefPubMed Tilg H, Moschen AR. Adipocytokines: mediators linking adipose tissue, inflammation and immunity. Nat Rev Immunol. 2006;6:772–83.CrossRefPubMed
35.
Zurück zum Zitat Wolf AM, Wolf D, Rumpold H, Enrich B, Tilg H. Adiponectin induces the anti-inflammatory cytokines IL-10 and IL-1RA in human leukocytes. Biochem Biophys Res Commun. 2004;323:630–5.CrossRefPubMed Wolf AM, Wolf D, Rumpold H, Enrich B, Tilg H. Adiponectin induces the anti-inflammatory cytokines IL-10 and IL-1RA in human leukocytes. Biochem Biophys Res Commun. 2004;323:630–5.CrossRefPubMed
36.
Zurück zum Zitat Doucette CR, Horowitz MC, Berry R, et al. A high fat diet increases bone marrow adipose tissue (MAT) but does not alter trabecular or cortical bone mass in C57BL/6J mice. J Cell Physiol. 2015;230:2032–7.CrossRefPubMed Doucette CR, Horowitz MC, Berry R, et al. A high fat diet increases bone marrow adipose tissue (MAT) but does not alter trabecular or cortical bone mass in C57BL/6J mice. J Cell Physiol. 2015;230:2032–7.CrossRefPubMed
37.
Zurück zum Zitat Lwin ST, Olechnowicz SW, Fowler JA, Edwards CM. Diet-induced obesity promotes a myeloma-like condition in vivo. Leukemia. 2015;29:507–10.CrossRefPubMed Lwin ST, Olechnowicz SW, Fowler JA, Edwards CM. Diet-induced obesity promotes a myeloma-like condition in vivo. Leukemia. 2015;29:507–10.CrossRefPubMed
Metadaten
Titel
Abdominal adipose tissue in MGUS and multiple myeloma
verfasst von
Joyce Veld
Elizabeth K. O’Donnell
Michaela R. Reagan
Andrew J. Yee
Martin Torriani
Clifford J. Rosen
Miriam A. Bredella
Publikationsdatum
01.09.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Skeletal Radiology / Ausgabe 9/2016
Print ISSN: 0364-2348
Elektronische ISSN: 1432-2161
DOI
https://doi.org/10.1007/s00256-016-2425-4

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