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1.
Blood ; 114(7): 1299-305, 2009 Aug 13.
Article in English | MEDLINE | ID: mdl-19515721

ABSTRACT

Landmark analyses are used to investigate the importance for survival of achieving complete response (CR), an important initial goal of myeloma therapy. With median times to CR in Total Therapy (TT) trials of approximately 1 year, this approach excludes a sizeable fraction of patients dying before such a landmark. To permit inclusion of all trial participants, we investigated the prognostic implications of both onset and duration of CR as time-dependent variables. Superseding the adverse effects of cytogenetic abnormalities and other standard prognostic parameters, both failure to achieve CR (non-CR) and, especially, loss of CR (los-CR) were independently associated with inferior survival in TT1, TT2, and TT3 protocols. In the context of gene array-defined risk, available in TT2 and TT3 subsets, both los-CR and non-CR terms were retained in the survival model as dominant adverse variables, stressing the prognostic importance of sustaining CR status, especially in high-risk disease.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Multiple Myeloma/drug therapy , Age of Onset , Disease-Free Survival , Female , Humans , Male , Multiple Myeloma/mortality , Remission Induction , Survival Rate , Time Factors
2.
Blood ; 113(26): 6572-5, 2009 Jun 25.
Article in English | MEDLINE | ID: mdl-19389881

ABSTRACT

We report on prognostic implications for post-relapse survival (PRS) of a gene expression profiling (GEP)-defined risk score at relapse available in 120 myeloma patients previously enrolled in tandem transplantation trial Total Therapy 2. Among the 71 patients with additional GEP baseline information, 3-year PRS was 71% in 40 patients with low risk present both at baseline and relapse contrasting with only 17% in 28 patients with high risk at relapse, 12 of whom with baseline low-risk status fared better than the remainder (P = .08). On multivariate analysis of relapse parameters available in 104 patients, high risk conferred short PRS (hazard ratio = 4.00, P < .001, R(2) = 33%), whereas relapse hyperdiploidy predicted long PRS (hazard ratio = 0.37, P = .022, cumulative R(2) = 41%). In case the initial partial response lasted less than 2 years, relapse low-risk identified 26 patients with superior 3-year PRS of 61% versus 9% among 32 with relapse high-risk (P < .001). Based on its PRS predictive power, GEP analysis should be an integral part of new agent trials in search of better therapy for high-risk myeloma.


Subject(s)
Gene Expression Profiling , Multiple Myeloma/genetics , Neoplastic Stem Cells/metabolism , Plasma Cells/metabolism , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Clinical Trials as Topic/statistics & numerical data , Combined Modality Therapy , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic , Hematopoietic Stem Cell Transplantation , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Multiple Myeloma/surgery , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/genetics , Polyploidy , Prognosis , Proportional Hazards Models , Risk Assessment , Salvage Therapy
3.
Blood ; 112(8): 3122-5, 2008 Oct 15.
Article in English | MEDLINE | ID: mdl-18669874

ABSTRACT

Smoldering multiple myeloma (SMM) is usually followed expectantly without therapy. We conducted a phase 2 trial in 76 eligible patients with SMM, combining thalidomide (THAL, 200 mg/d) with monthly pamidronate. In the first 2 years, THAL dose reduction was required in 86% and drug was discontinued in 50%. Within 4 years, 63% improved, including 25% qualifying for partial response (PR); by then, 34 patients had progressed and 17 required salvage therapy. Unexpectedly, attaining PR status was associated with a shorter time to salvage therapy for disease progression (P < .001), perhaps reflecting greater drug sensitivity of more aggressive disease. Low beta-2-microglobulin levels less than 2 mg/L were independently associated with superior overall and event-free survival. Four-year survival and event-free survival estimates of 91% and 60%, respectively, together with a median postsalvage therapy survival of more than 5 years justify the conduct of a prospective randomized clinical trial to determine the clinical value of preemptive therapy in SMM. Trial registered at http://www.clinicaltrials.gov under identifier NCT00083382.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bone Marrow/pathology , Diphosphonates/administration & dosage , Immunosuppressive Agents/administration & dosage , Multiple Myeloma/drug therapy , Multiple Myeloma/prevention & control , Precancerous Conditions/drug therapy , Thalidomide/administration & dosage , Disease Progression , Disease-Free Survival , Humans , Multivariate Analysis , Pamidronate , Salvage Therapy , Time Factors , Treatment Outcome
4.
Blood ; 112(8): 3115-21, 2008 Oct 15.
Article in English | MEDLINE | ID: mdl-18492953

ABSTRACT

Total Therapy 2 examined the clinical benefit of adding thalidomide up-front to a tandem transplant regimen for newly diagnosed patients with multiple myeloma. When initially reported with a median follow-up of 42 months, complete response rate and event-free survival were superior among the 323 patients randomized to thalidomide, whereas overall survival was indistinguishable from that of the 345 patients treated on the control arm. With further follow-up currently at a median of 72 months, survival plots segregated 5 years after initiation of therapy in favor of thalidomide (P = .09), reaching statistical significance for the one third of patients exhibiting cytogenetic abnormalities (CAs; P = .02), a well-recognized adverse prognostic feature. The duration of complete remission was also superior in the cohort presenting with CAs such that, at 7 years from onset of complete remission, 45% remained relapse-free as opposed to 20% on the control arm (P = .05). These observations were confirmed when examined by multivariate analysis demonstrating that thalidomide reduced the hazard of death by 41% among patients with CA-positive disease (P = .008). Because two thirds of patients without CAs have remained alive at 7 years, the presently emerging separation in favor of thalidomide may eventually reach statistical significance as well.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Chromosome Aberrations , Cytogenetics , Metaphase , Multiple Myeloma/genetics , Multiple Myeloma/metabolism , Thalidomide/therapeutic use , Disease-Free Survival , Follow-Up Studies , Humans , Multivariate Analysis , Prognosis , Remission Induction , Time Factors , Treatment Outcome
5.
Cancer ; 113(2): 355-9, 2008 Jul 15.
Article in English | MEDLINE | ID: mdl-18470907

ABSTRACT

BACKGROUND: Complete response (CR) has been considered a necessary although not sufficient early clinical endpoint for extended survival in multiple myeloma. METHODS: By using Total Therapy 2 (TT2) clinical outcome data in 668 patients, whether sustained CR (SUS-CR) was potentially a superior surrogate for survival than attaining CR status per se was evaluated. RESULTS: Compared with not achieving CR (NON-CR) and especially achieving and subsequently losing CR status (LOS-CR) within a 3-year landmark from treatment initiation, SUS-CR was associated with highly superior postlandmark survival (P < .0001). These results were validated in 231 untreated patients enrolled in the predecessor trial, TT1 (hazard ratio [HR] = 0.54, P = .013) and in 1103 previously treated patients on other transplant protocols (HR = 0.49; P < .001). CONCLUSIONS: In all 3 trial settings the survival benefit of SUS-CR was independent of metaphase abnormalities as a dominant adverse parameter. Given its bleak prognosis despite high CR rates, SUS-CR should be evaluated as a primary trial endpoint in high-risk myeloma.


Subject(s)
Multiple Myeloma/therapy , Aged , Humans , Multiple Myeloma/epidemiology , Remission Induction , Survival Rate , Time Factors , Treatment Outcome
6.
Blood ; 111(1): 94-100, 2008 Jan 01.
Article in English | MEDLINE | ID: mdl-17895401

ABSTRACT

Myelodysplastic syndrome (MDS) is a well-recognized complication of chemotherapy for multiple myeloma (MM). Serial bone marrow metaphase examinations were performed for MM restaging in 3,077 patients undergoing high-dose therapy (HDT). MDS-associated cytogenetic abnormalities (MDS-CAs) were observed in 105 of 2,418 patients in whom cytogenetic data were available after HDT. MDS-CAs occurred transiently in 72 patients and on 3 successive occasions (persistent MDS-CAs) in 33 patients, for 10-year estimates of 4% and 2%, respectively; only 21 patients developed overt clinical MDS and 5, acute myeloblastic leukemia (AML). MDS-CA development was linked to lower CD34 yield at collection, longer time interval from MM diagnosis to HDT, older age, and lower platelet recovery after HDT; persistent MDS-CAs were predicted by CD34 yield of less than 3 x 10(6)/kg and need for more than 2 apheresis procedures. Applying a tertile frequency distribution over time to all 105 patients with MDS-CAs, its detection early after HDT was associated with longer time interval from diagnosis and low pre-HDT platelet count (likely resulting from pre-HDT damage), whereas late-onset MDS-CAs were noted among patients treated with Total Therapy 2 and Total Therapy 3 that applied post-HDT consolidation chemotherapy (suggesting possible post-HDT damage). While the risk of MDS-CAs was low and clinical MDS occurred infrequently, monitoring after post-HDT consolidation chemotherapy appears warranted.


Subject(s)
Hematopoietic Stem Cell Mobilization/adverse effects , Melphalan/adverse effects , Multiple Myeloma/therapy , Myeloablative Agonists/adverse effects , Myelodysplastic Syndromes/etiology , Transplantation, Autologous/adverse effects , Age Distribution , Arkansas/epidemiology , Chromosome Aberrations , Databases, Factual , Follow-Up Studies , Hematopoietic Stem Cell Mobilization/methods , Humans , Kaplan-Meier Estimate , Leukemia, Myeloid, Acute/etiology , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/mortality , Metaphase , Multiple Myeloma/mortality , Myelodysplastic Syndromes/genetics , Myelodysplastic Syndromes/mortality , Predictive Value of Tests , Prognosis , Prospective Studies , Risk Factors , Transplantation, Autologous/methods
7.
Clin Cancer Res ; 13(23): 7073-9, 2007 Dec 01.
Article in English | MEDLINE | ID: mdl-18056185

ABSTRACT

EXPERIMENTAL DESIGN: To determine whether the clinical benefit of complete remission (CR) may depend on prognostic subgroups of patients with multiple myeloma. PATIENTS AND METHODS: Newly diagnosed patients with myeloma received a tandem autotransplant regimen. Using multivariate regression analyses, we examined the prognostic implications of time-dependent onset of CR on overall survival and event-free survival in the context of standard prognostic factors (SPF) and gene expression profiling-derived data available for 326 patients. RESULTS: CR benefited patients regardless of risk status when only SPFs were examined. With knowledge of gene array data, a survival (and event-free survival) benefit of CR only pertained to the small high-risk subgroup of 13% of patients (hazard ratio, 0.23; P = 0.001), whereas the majority of patients with low-risk disease had similar survival expectations whether or not CR was achieved (hazard ratio, 0.68; P = 0.128). CONCLUSIONS: Access to gene expression information permitted the recognition of a small very high-risk subgroup of 13% of patients, in whom prolonged survival critically depended on achieving CR. Absence of such benefit in the remainder should lead to a reassessment of clinical trial designs that rely on this end point as a surrogate for long-term prognosis.


Subject(s)
Hematopoietic Stem Cell Transplantation/methods , Multiple Myeloma/genetics , Multiple Myeloma/surgery , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Combined Modality Therapy , Gene Expression Profiling , Humans , Kaplan-Meier Estimate , Multiple Myeloma/blood , Prognosis , Remission Induction , Risk Factors , Survival Rate , Thalidomide/therapeutic use , Transplantation, Autologous , Treatment Outcome
8.
Br J Haematol ; 138(2): 176-85, 2007 Jul.
Article in English | MEDLINE | ID: mdl-17593024

ABSTRACT

Total therapy 3 incorporated bortezomib into a melphalan-based tandem transplant regimen for 303 newly diagnosed patients with myeloma. Induction chemotherapy prior to and consolidation chemotherapy after transplants each consisted of two cycles of VTD-PACE (bortezomib, thalidomide, dexamethasone and 4-d continuous infusions of cis-platin, doxorubicin, cyclophosphamide, etoposide); 3-year maintenance comprised monthly cycles of VTD in the first and TD in the remaining years. The median age was 59 years (age >64 years, 28%). A minimum of 20 x 10(6) CD34 cells/kg was collected in 87% of patients; 83% completed both transplants, and only 5% suffered a treatment-related death. At 24 months, 83% had achieved near-complete remission, which was sustained in 88% at 2 years from its onset. With a median follow-up of 20 months, 2-year estimates of event-free and overall survival were 84% and 86% respectively. The 44 patients who experienced an event more often had a high-risk gene array profile, cytogenetic abnormalities and indicators of high lactate dehydrogenase, beta-2-microglobulin, creatinine and International Staging System stage. Toxicities of grade > 2 included thrombo-embolic events in 27% and peripheral neuropathy in 12%. Results of this phase-2 study demonstrated that bortezomib could be safely combined with multi-agent chemotherapy, effecting near-complete remission status and 2-year survival rates in more than 80% of patients.


Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Boronic Acids/administration & dosage , Multiple Myeloma/drug therapy , Pyrazines/administration & dosage , Aged , Angiogenesis Inhibitors/administration & dosage , Antineoplastic Agents/adverse effects , Antineoplastic Agents, Alkylating/administration & dosage , Antineoplastic Agents, Hormonal/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Boronic Acids/adverse effects , Bortezomib , Combined Modality Therapy/methods , Dexamethasone/administration & dosage , Female , Humans , Kaplan-Meier Estimate , Male , Melphalan/administration & dosage , Middle Aged , Multiple Myeloma/mortality , Multiple Myeloma/surgery , Pyrazines/adverse effects , Stem Cell Transplantation/methods , Thalidomide/administration & dosage , Treatment Outcome
9.
Br J Haematol ; 137(6): 530-6, 2007 Jun.
Article in English | MEDLINE | ID: mdl-17489983

ABSTRACT

Prognostic models for multiple myeloma have been fraught with tremendous heterogeneity in outcome among subgroups. In the context of Total Therapy 2, a tandem transplant trial for newly diagnosed myeloma, comprehensive information was available in 220 patients on standard prognostic factors (SPF), magnetic resonance imaging (MRI)-defined focal lesions, cytogenetic abnormalities (CA), fluorescence-in-situ-hybridisation (FISH)-derived amplification of chromosome 1q21 (amp1q21) and deletion of 13q14, as well as gene expression profiling (GEP). Five multivariate analysis-based survival models were derived, utilising SPF only (model 1), with progressive addition of CA (model 2), MRI (model 3), FISH (model 4) and GEP (model 5). The R(2) value, a measure of accounting for clinical outcome variability, increased progressively from 18% in model 1 to 38% in model 5. The hazard ratio for overall survival was highest for GEP (3.07, P < 0.001) followed by amp1q21 (1.71, P = 0.05). According to the presence of none (49%), one (35%) or both of these two risk features (16%), 3-year survival decreased progressively from 92% to 78% to 43% (P < 0.0001). Thus, the dominance over other prognostic parameters of molecular genetics justifies the generation of quantitative reverse transcription polymerase chain reaction methodology ('MM genetic kit') for the optimal risk stratification of patients participating in therapeutic trials.


Subject(s)
Gene Expression Profiling , Models, Statistical , Multiple Myeloma/genetics , Adult , Aged , Chromosome Deletion , Chromosomes, Human, Pair 1 , Cytogenetic Analysis , Disease-Free Survival , Female , Follow-Up Studies , Humans , In Situ Hybridization, Fluorescence , Kaplan-Meier Estimate , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Multivariate Analysis , Prognosis , Risk Factors
10.
Blood ; 110(3): 827-32, 2007 Aug 01.
Article in English | MEDLINE | ID: mdl-17416735

ABSTRACT

Serum-free light chain (SFLC) levels are useful for diagnosing nonsecretory myeloma and monitoring response in light-chain-only disease, especially in the presence of renal failure. As part of a tandem autotransplantation trial for newly diagnosed multiple myeloma, SFLC levels were measured at baseline, within 7 days of starting the first cycle, and before both the second induction cycle and the first transplantation. SFLC baseline levels higher than 75 mg/dL (top tertile) identified 33% of 301 patients with higher near-complete response rate (n-CR) to induction therapy (37% vs 20%, P = .002) yet inferior 24-month overall survival (OS: 76% vs 91%, P < .001) and event-free survival (EFS: 73% vs 90%, P < .001), retaining independent prognostic significance for both EFS (HR = 2.40, P = .008) and OS (HR = 2.43, P = .016). Baseline SFLC higher than 75 mg/dL was associated with light-chain-only secretion (P < .001), creatinine level 176.8 microM (2 mg/dL) or higher (P < .001), beta-2-microglobulin 297.5 nM/L (3.5 mg/L) or higher (P < .001), lactate dehydrogenase 190 U/L or higher (P < .001), and bone marrow plasmacytosis higher than 30% (P = .003). Additional independent adverse implications were conferred by top-tertile SFLC reductions before cycle 2 (OS: HR = 2.97, P = .003; EFS: HR = 2.56, P = .003) and before transplantation (OS: HR = 3.31, P = .001; EFS: HR = 2.65, P = .003). Unlike baseline and follow-up analyses of serum and urine M-proteins, high SFLC levels at baseline-reflecting more aggressive disease-and steeper reductions after therapy identified patients with inferior survival.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Biomarkers, Tumor/blood , Biomarkers, Tumor/urine , Immunoglobulin Light Chains/blood , Immunoglobulin Light Chains/urine , Multiple Myeloma/blood , Multiple Myeloma/urine , Stem Cell Transplantation , Adult , Aged , Aged, 80 and over , Blood Proteins/analysis , Blood Proteins/urine , Bone Marrow/pathology , Boronic Acids/administration & dosage , Bortezomib , Cisplatin/administration & dosage , Creatinine/blood , Creatinine/urine , Dexamethasone/administration & dosage , Disease-Free Survival , Doxorubicin/administration & dosage , Etoposide/administration & dosage , Female , Follow-Up Studies , Humans , Male , Middle Aged , Multiple Myeloma/complications , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Multiple Myeloma/therapy , Pyrazines/administration & dosage , Renal Insufficiency/blood , Renal Insufficiency/etiology , Renal Insufficiency/mortality , Renal Insufficiency/pathology , Renal Insufficiency/therapy , Renal Insufficiency/urine , Survival Rate , Thalidomide/administration & dosage , Transplantation, Autologous
11.
J Clin Oncol ; 25(9): 1121-8, 2007 Mar 20.
Article in English | MEDLINE | ID: mdl-17296972

ABSTRACT

PURPOSE: Magnetic resonance imaging (MRI) permits the detection of diffuse and focal bone marrow infiltration in the absence of osteopenia or focal osteolysis on standard metastatic bone surveys (MBSs). PATIENTS AND METHODS: Both baseline MBS and MRI were available in 611 of 668 myeloma patients who were treated uniformly with a tandem autologous transplantation-based protocol and were evaluated to determine their respective merits for disease staging, response assessment, and outcome prediction. RESULTS: MRI detected focal lesions (FLs) in 74% and MBS in 56% of imaged anatomic sites; 52% of 267 patients with normal MBS results and 20% of 160 with normal MRI results had FL on MRI and MBS, respectively. MRI- but not MBS-defined FL independently affected survival. Cytogenetic abnormalities (CAs) and more than seven FLs on MRI (MRI-FLs) distinguished three risk groups: 5-year survival was 76% in the absence of both more than seven MRI-FLs and CA (n = 276), 61% in the presence of one MRI-FL (n = 262), and 37% in the presence of both unfavorable parameters (n = 67). MRI-FL correlated with low albumin and elevated levels of C-reactive protein, lactate dehydrogenase, and creatinine, but did not correlate with age, beta-2-microglobulin, and CA. Resolution of MRI-FL, occurring in 60% of cases and not seen with MBS-defined FL, conferred superior survival. CONCLUSION: MRI is a more powerful tool for detection of FLs than is MBS. MRI-FL number had independent prognostic implications; additionally, MRI-FL resolution identified a subgroup with superior survival. We therefore recommend that, in addition to MBS, MRI be used routinely for staging, prognosis, and response assessment in myeloma.


Subject(s)
Bone Marrow/pathology , Magnetic Resonance Imaging , Multiple Myeloma/diagnosis , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bone Marrow/diagnostic imaging , Bone Marrow Transplantation , Chromosome Aberrations , Cytogenetic Analysis , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Magnetic Resonance Imaging/methods , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Multiple Myeloma/therapy , Neoplasm Staging , Predictive Value of Tests , Prognosis , Prospective Studies , Radiography , Recurrence , Risk Assessment , Time Factors , Transplantation, Autologous , Treatment Outcome
12.
Blood ; 109(4): 1692-700, 2007 Feb 15.
Article in English | MEDLINE | ID: mdl-17023574

ABSTRACT

Monoclonal gammopathy of undetermined significance (MGUS) can progress to multiple myeloma (MM). Although these diseases share many of the same genetic features, it is still unclear whether global gene-expression profiling might identify prior genomic signatures that distinguish them. Through significance analysis of microarrays, 52 genes involved in important pathways related to cancer were differentially expressed in the plasma cells of healthy subjects (normal plasma-cell [NPC]; n=22) and patients with stringently defined MGUS/smoldering MM (n=24) and symptomatic MM (n=351) (P<.001). Unsupervised hierarchical clustering of 351 patients with MM, 44 with MGUS (24+20), and 16 with MM from MGUS created 2 major cluster branches, one containing 82% of the MGUS patients and the other containing 28% of the MM patients, termed MGUS-like MM (MGUS-L MM). Using the same clustering approach on an independent cohort of 214 patients with MM, 27% were found to be MGUS-L. This molecular signature, despite its association with a lower incidence of complete remission (P=.006), was associated with low-risk clinical and molecular features and superior survival (P<.01). The MGUS-L signature was also seen in plasma cells from 15 of 20 patients surviving more than 10 years after autotransplantation. These data provide insight into the molecular mechanisms of plasma-cell dyscrasias.


Subject(s)
Gene Expression Profiling , Monoclonal Gammopathy of Undetermined Significance/genetics , Multiple Myeloma/genetics , Aged , Case-Control Studies , Cluster Analysis , Female , Gene Expression Regulation, Neoplastic , Hematopoietic Stem Cell Transplantation/mortality , Humans , Male , Monoclonal Gammopathy of Undetermined Significance/diagnosis , Monoclonal Gammopathy of Undetermined Significance/mortality , Monoclonal Gammopathy of Undetermined Significance/therapy , Multiple Myeloma/diagnosis , Multiple Myeloma/mortality , Multiple Myeloma/therapy , Oligonucleotide Array Sequence Analysis , Prognosis , Survival Rate , Transplantation, Autologous , Treatment Outcome
13.
Blood ; 109(6): 2276-84, 2007 Mar 15.
Article in English | MEDLINE | ID: mdl-17105813

ABSTRACT

To molecularly define high-risk disease, we performed microarray analysis on tumor cells from 532 newly diagnosed patients with multiple myeloma (MM) treated on 2 separate protocols. Using log-rank tests of expression quartiles, 70 genes, 30% mapping to chromosome 1 (P < .001), were linked to early disease-related death. Importantly, most up-regulated genes mapped to chromosome 1q, and down-regulated genes mapped to chromosome 1p. The ratio of mean expression levels of up-regulated to down-regulated genes defined a high-risk score present in 13% of patients with shorter durations of complete remission, event-free survival, and overall survival (training set: hazard ratio [HR], 5.16; P < .001; test cohort: HR, 4.75; P < .001). The high-risk score also was an independent predictor of outcome endpoints in multivariate analysis (P < .001) that included the International Staging System and high-risk translocations. In a comparison of paired baseline and relapse samples, the high-risk score frequency rose to 76% at relapse and predicted short postrelapse survival (P < .05). Multivariate discriminant analysis revealed that a 17-gene subset could predict outcome as well as the 70-gene model. Our data suggest that altered transcriptional regulation of genes mapping to chromosome 1 may contribute to disease progression, and that expression profiling can be used to identify high-risk disease and guide therapeutic interventions.


Subject(s)
Chromosomes, Human, Pair 1/genetics , Gene Expression Regulation, Neoplastic , Models, Genetic , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Aged , Chromosome Mapping , Cohort Studies , Gene Expression Profiling , Humans , Multigene Family , Multiple Myeloma/epidemiology , Recurrence , Risk Factors , Survival Rate
14.
Br J Haematol ; 136(3): 393-9, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17156398

ABSTRACT

Complete response (CR) is still considered an important surrogate marker for outcome in multiple myeloma (MM). Long-term survival after transplantation, however, has been observed in a substantial proportion of patients who never achieved CR. The tandem transplant trial, Total Therapy 2, enrolled 668 patients, who were randomised up-front to thalidomide (THAL) or no THAL; 56 patients were identified as having had, for at least 6 months prior to initiation of therapy, monoclonal gammopathy of undetermined significance (MGUS, n = 21), smouldering MM (SMM, n = 22) or solitary plasmacytoma of bone (SPC, n = 13). The clinical characteristics and outcomes of patients with such 'evolved' MM (E-MM) and of those with 'unknown' prior history (U-MM) were compared. Fewer patients with MGUS/SMM-E-MM had anaemia or renal failure; CR was lower (22% vs. 48%) but 4-year estimates of event-free survival (54% vs. 56% with U-MM) and overall survival (65% vs. 70% with U-MM) were similar to those with SPC-E-MM or U-MM. In the latter group, achieving CR was associated with prolonged survival. In comparison with U-MM, E-MM evolved from MGUS/SMM was associated with lower CR rate without adversely affecting survival. In contrast, CR was an independent favourable feature for survival in U-MM.


Subject(s)
Antimetabolites/therapeutic use , Bone Neoplasms/therapy , Monoclonal Gammopathy of Undetermined Significance/therapy , Multiple Myeloma/therapy , Plasmacytoma/therapy , Thalidomide/therapeutic use , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bone Neoplasms/drug therapy , Bone Neoplasms/surgery , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Male , Monoclonal Gammopathy of Undetermined Significance/drug therapy , Monoclonal Gammopathy of Undetermined Significance/surgery , Multiple Myeloma/drug therapy , Multiple Myeloma/surgery , Peripheral Blood Stem Cell Transplantation , Plasmacytoma/drug therapy , Plasmacytoma/surgery , Proportional Hazards Models , Remission Induction , Survival Analysis , Transplantation, Autologous
15.
Clin Lymphoma Myeloma ; 6(6): 469-74, 2006 May.
Article in English | MEDLINE | ID: mdl-16796777

ABSTRACT

BACKGROUND: Complete response has been considered a surrogate for favorable long-term outcome in multiple myeloma. Data on the impact of the duration of response on prognosis are lacking. PATIENTS AND METHODS: Of the 899 patients enrolled in Total Therapy trials (Total Therapy 1, N = 231; Total Therapy 2, N = 668), 254 survived for > 5 years. The prognostic impact of continuous (Rc) versus discontinuous (Rd) 4-year remission after 5-year survival was examined along with laboratory features present at baseline and at 5 years. RESULTS: Most baseline prognostic features were evenly distributed among Rc and Rd groups; however, a greater proportion of Rc patients were enrolled in Total Therapy 2 (60%) compared with Rd (19%; P < 0.001). Twelve-year survival (7 years after the 5-year landmark) was 66% with Rc and only 30% with Rd. Hypodiploidy and deletion 13, present in 24 patients at baseline, were associated with a 12-year survival of only 20%. Among the 200 patients lacking these cytogenetic abnormalities, Rc (n = 141) defined a superior 12-year survival rate of 70% versus 35% among those with Rd (n = 59). Initial quality of response (complete response) or having received the scheduled tandem transplantations did not affect post-5-year survival. CONCLUSION: Five-year Rc appears to be an important prerequisite for prolonged subsequent overall survival.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hematopoietic Stem Cell Transplantation , Multiple Myeloma/therapy , Combined Modality Therapy , Follow-Up Studies , Humans , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Remission Induction , Retrospective Studies , Survival Analysis , Survivors , Time Factors
16.
Blood ; 108(6): 2020-8, 2006 Sep 15.
Article in English | MEDLINE | ID: mdl-16728703

ABSTRACT

To better define the molecular basis of multiple myeloma (MM), we performed unsupervised hierarchic clustering of mRNA expression profiles in CD138-enriched plasma cells from 414 newly diagnosed patients who went on to receive high-dose therapy and tandem stem cell transplants. Seven disease subtypes were validated that were strongly influenced by known genetic lesions, such as c-MAF- and MAFB-, CCND1- and CCND3-, and MMSET-activating translocations and hyperdiploidy. Indicative of the deregulation of common pathways by gene orthologs, common gene signatures were observed in cases with c-MAF and MAFB activation and CCND1 and CCND3 activation, the latter consisting of 2 subgroups, one characterized by expression of the early B-cell markers CD20 and PAX5. A low incidence of focal bone disease distinguished one and increased expression of proliferation-associated genes of another novel subgroup. Comprising varying fractions of each of the other 6 subgroups, the proliferation subgroup dominated at relapse, suggesting that this signature is linked to disease progression. Proliferation and MMSET-spike groups were characterized by significant overexpression of genes mapping to chromosome 1q, and both exhibited a poor prognosis relative to the other groups. A subset of cases with a predominating myeloid gene expression signature, excluded from the profiling analyses, had more favorable baseline characteristics and superior prognosis to those lacking this signature.


Subject(s)
Multiple Myeloma/classification , Multiple Myeloma/genetics , Chromosome Mapping , Cluster Analysis , Cyclin D , Cyclins/genetics , Data Interpretation, Statistical , Gene Expression Profiling/statistics & numerical data , Humans , Membrane Glycoproteins/genetics , Multiple Myeloma/immunology , Oligonucleotide Array Sequence Analysis/statistics & numerical data , Plasma Cells/immunology , Prognosis , Proteoglycans/genetics , RNA, Messenger/genetics , RNA, Neoplasm/genetics , Syndecan-1 , Syndecans
17.
Blood ; 108(5): 1724-32, 2006 Sep 01.
Article in English | MEDLINE | ID: mdl-16705089

ABSTRACT

Using fluorescence in situ hybridization we investigated amplification of chromosome band 1q21 (Amp1q21) in more than 500 untreated patients with monoclonal gammopathy of undetermined significance (MGUS; n = 14), smoldering multiple myeloma (SMM; n = 31), and newly diagnosed MM (n = 479) as well as 45 with relapsed MM. The frequency of Amp1q21 was 0% in MGUS, 45% in SMM, 43% in newly diagnosed MM, and 72% in relapsed MM (newly diagnosed versus relapsed MM, P < .001). Amp1q21 was detected in 10 of 12 patients whose disease evolved to active MM compared with 4 of 19 who remained with SMM (P < .001). Patients with newly diagnosed MM with Amp1q21 had inferior 5-year event-free/overall survival compared with those lacking Amp1q21 (38%/52% versus 62%/78%, both P < .001). Thalidomide improved 5-year EFS in patients lacking Amp1q21 but not in those with Amp1q21 (P = .004). Multivariate analysis including other major predictors revealed that Amp1q21 was an independent poor prognostic factor. Relapsed patients who had Amp1q21 at relapse had inferior 5-year postrelapse survival compared with those lacking Amp1q21 at relapse (15% versus 53%, P = .027). The proportion of cells with Amp1q21 and the copy number of 1q21 tended to increase at relapse compared with diagnosis. Our data suggest that Amp1q21 is associated with both disease progression and poor prognosis.


Subject(s)
Chromosome Banding , Chromosomes, Human, Pair 1 , Multiple Myeloma/genetics , Paraproteinemias/genetics , Aged , Disease Progression , Female , Gene Expression Profiling , Humans , In Situ Hybridization, Fluorescence , Male , Multiple Myeloma/mortality , Proportional Hazards Models , Survival Analysis , Treatment Outcome
18.
N Engl J Med ; 354(10): 1021-30, 2006 Mar 09.
Article in English | MEDLINE | ID: mdl-16525139

ABSTRACT

BACKGROUND: High-dose therapy with melphalan can prolong survival among patients with multiple myeloma. We assessed whether the addition of thalidomide, which has activity against advanced and refractory myeloma, would further improve survival. METHODS: Between October 1998 and February 2004, 668 patients with newly diagnosed multiple myeloma received two cycles of intensive melphalan-based chemotherapy, each supported by autologous hematopoietic stem-cell transplantation. A total of 323 were randomly assigned to receive thalidomide from the outset until disease progression or undue adverse effects, and 345 did not receive thalidomide. The primary end point was the five-year event-free survival rate. Secondary end points were complete response and overall survival. RESULTS: After a median follow-up of 42 months among survivors, the thalidomide and control groups had rates of complete response of 62 percent and 43 percent, respectively (P<0.001), and five-year event-free survival rates of 56 percent and 44 percent (P=0.01). The five-year rate of overall survival was approximately 65 percent in both groups (P=0.90). Median survival after relapse was 1.1 years in the thalidomide group and 2.7 years in the control group (P=0.001). Severe peripheral neuropathy and deep-vein thrombosis occurred more frequently in the thalidomide group than in the control group. CONCLUSIONS: When incorporated into high-dose therapy for myeloma, thalidomide increased the frequency of complete responses and extended event-free survival at the expense of added adverse effects without improving overall survival. (ClinicalTrials.gov number, NCT00083551.).


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hematopoietic Stem Cell Transplantation , Multiple Myeloma/therapy , Thalidomide/therapeutic use , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Combined Modality Therapy , Disease-Free Survival , Female , Humans , Male , Melphalan/administration & dosage , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Multiple Myeloma/radiotherapy , Recurrence , Salvage Therapy , Survival Rate , Thalidomide/adverse effects
19.
Blood ; 107(7): 2633-8, 2006 Apr 01.
Article in English | MEDLINE | ID: mdl-16322468

ABSTRACT

Patients with myeloma, treated on the thalidomide arm of total therapy 2 (TT2), had a higher complete response (CR) rate and improved event-free survival (EFS) but not overall survival (OS). To evaluate the benefit of TT2's posttandem autotransplant consolidation chemotherapy and dexamethasone maintenance, outcomes were compared on TT2 without thalidomide (n = 345; median follow-up, 3.5 years) and on predecessor trial TT1 (n = 231; median follow-up, 11.5 years). CR rates were similar (43% vs 41%); however, 5-year estimates of continuous CR (45% vs 32%, P < .001) and 5-year EFS (43% vs 28%, P < .001) were superior with TT2, with a trend for improved OS (62% vs 57%; P = .11). OS was also superior among patients achieving CR and receiving the second transplantation early after the first transplantation. Superior EFS and OS with TT2 versus TT1 was noted in the two thirds presenting without cytogenetic abnormalities (CAs); 4-year posttandem transplantation OS for patients with CAs was 47% with TT1 and 76% with TT2 when combination chemotherapy rather than DEX was applied for consolidation (P = .040). Thus, TT2 (without thalidomide) improved OS of patients without CAs; those with CAs benefited from posttransplantation consolidation chemotherapy. The favorable effects of CR and rapidly sequenced second transplantation attest to the validity of a melphalan dose-response effect in myeloma.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Multiple Myeloma/drug therapy , Multiple Myeloma/therapy , Stem Cell Transplantation , Thalidomide/therapeutic use , Aged , Antineoplastic Agents/therapeutic use , Combined Modality Therapy , Dexamethasone/therapeutic use , Follow-Up Studies , Humans , Multiple Myeloma/mortality , Survival Analysis , Time Factors , Transplantation, Autologous , Treatment Outcome
20.
Cancer Immunol Immunother ; 50(11): 625-37, 2002 Jan.
Article in English | MEDLINE | ID: mdl-11807626

ABSTRACT

We recently identified a CD2-mediated, IL-12-dependent signaling pathway that inhibits apoptosis in mitogen-stimulated human gammadelta-T cells. Here we show that gammadelta-T cells which acquire resistance to mitogen-induced apoptosis upregulate IL-12 receptor beta 1 subunit (IL-12Rbeta1); in contrast, gammadelta-T cells which remain sensitive to mitogen-induced apoptosis fail to express IL-12Rbeta1. Next we show that gammadelta-T cells which are rendered resistant to mitogen-induced apoptosis attenuate their expression of the IL-2 receptor alpha chain (IL-2Ralpha/CD25), this in part accounting for their acquired resistance to IL-2-induced death. In contrast, apoptosis-sensitive gammadelta-T cells are shown to persist in their expression of IL-2Ralpha/CD25, thus remaining sensitive to IL-2-induced death. Moreover, we show that apoptosis-resistant, but not apoptosis-sensitive, gammadelta-T cells display an enhanced responsiveness to IL-15, a finding in keeping with the known function of IL-15 as a growth and survival factor. Finally, we present evidence to suggest that this differential responsiveness to IL-15 occurs in part by the increased expression of the IL-15Ralpha chain on apoptosis-resistant gammadelta-T cells, compared to apoptosis-sensitive gammadelta-T cells. The biological and clinical implications of these findings are discussed.


Subject(s)
Apoptosis/immunology , CD2 Antigens/immunology , Interleukin-12/immunology , Receptors, Interleukin-2/immunology , T-Lymphocytes/immunology , Apoptosis/drug effects , Cells, Cultured , Down-Regulation , Flow Cytometry , Humans , Interleukin-12/pharmacology , Receptors, Antigen, T-Cell, gamma-delta/immunology , T-Lymphocytes/pathology
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