Supplementary Material and Methods Comorbidity description and assessment The KPS was defined as either normal with 100%, negligibly impaired with 80-90% or moderately to substantially impaired ≤70%. Lung impairment was scored as mild with presence of dyspnea upon intense activity and/or FEV1/VC <70% and FEV1 ≥80% (FEV1 % predicted), as moderate with dyspnoea upon moderate activity and/or FEV1/VC <70% and FEV1 >50% and <80%, or dyspnoea at rest or few steps of walking and/or need for oxygen/non invasive ventilation and/or FEV1 <50%.1, 2 Renal function was determined via eGFR (MDRD).3-5 Cardiac function was defined as minor with evidence of coronary artery disease without heart attack or angina pectoris (no significant stenosis), as moderate with past (>6 months) myocardial infarction (MI) with angina pectoris not requiring hospitalization, and as severe with symptomatic congestive heart failure, ejection fraction ≤40%, MI, angina pectoris requiring hospitalization or significant arrhythmias within the past 6 months. Hypertension was defined as moderate vs. severe with systolic values >130 and >150mmHg, respectively. Hepatic comorbidity was scored as mild with steatosis without signs of chronic liver disease (no persistent elevated liver enzymes), as moderate with chronic hepatitis (bilirubin >upper limit of normal [ULN] to 1.5xULN, or aspartate aminotransferase [AST]/alanine aminotransferase [ALT] >ULN to 2.5xULN), and as severe with cirrhosis, fibrosis with portal hypertension and/or esophageal varices (bilirubin >1.5xULN, or AST/ALT >2.5xULN). Pain was assessed when requiring pain medication and as persistent under medication. Evidence of additional malignancies was assessed as described.6 Risk stratification for age >60 years was based on prior results.7, 8 Laboratory data comprised serum creatinine and ß2-MG. Due to the data assessment between 1997 and 2003, routine ß2-MG- and albumin-levels were not available in all patients, therefore the ISS was based on 75 patients. Cytogenetics (via Fluorescence in situ hybridization [FISH]) were available in 56 patients,9-11 since cytogenetics were not routinely assessed between 1997 and 2003. References 1 Sorror ML, Maris MB, Storb R, Baron F, Sandmaier BM, Maloney DG, et al. Hematopoietic cell transplantation (HCT)-specific comorbidity index: a new tool for risk assessment before allogeneic HCT. Blood 2005; 106:29122919. 2 Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 1987; 40:373-383. 3 Dimopoulos MA, Terpos E. Renal insufficiency and failure. Hematology Am Soc Hematol Educ Program 2010; 2010:431-436. 4 Levey AS, Coresh J, Balk E, Kausz AT, Levin A, Steffes MW, et al. National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Ann Intern Med 2003; 139:137147. 5 Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. Ann Intern Med 1999; 130:461-470. 6 Hasskarl J, Ihorst G, De Pasquale D, Schrottner P, Zerweck A, Wasch R, et al. Association of multiple myeloma with different neoplasms: systematic analysis in consecutive patients with myeloma. Leuk Lymphoma 2010; 52 247259. 7 Kleber M, Cybulla M, Bauchmuller K, Ihorst G, Koch B, Engelhardt M. Monitoring of renal function in cancer patients: an ongoing challenge for clinical practice. Ann Oncol 2007; 18:950-958. 8 Kleber M, Ihorst G, Deschler B, Jakob C, Liebisch P, Koch B, et al. Detection of renal impairment as one specific comorbidity factor in multiple myeloma: multicenter study in 198 consecutive patients. Eur J Haematol 2009; 83:519-527. 9 Fonseca R. Strategies for risk-adapted therapy in myeloma. Hematology Am Soc Hematol Educ Program 2007:304-310. 10 Fonseca R, Bergsagel PL, Drach J, Shaughnessy J, Gutierrez N, Stewart AK, et al. International Myeloma Working Group molecular classification of multiple myeloma: spotlight review. Leukemia 2009; 23:2210-2221. 11 Kapoor P, Fonseca R, Rajkumar SV, Sinha S, Gertz MA, Stewart AK, et al. Evidence for cytogenetic and fluorescence in situ hybridization risk stratification of newly diagnosed multiple myeloma in the era of novel therapie. Mayo Clin Proc 2010; 85:532-537.