Blood online
Home About Blood Authors Subscriptions Permission Advertising Public Access contact us
 

 
Advanced
Current Issue
First Edition
Archives
Submit to Blood
Search
American Society of Hematology
Meeting Abstracts
Email Alerts
Blood, 1 August 2007, Vol. 110, No. 3, pp. 827-832.
Prepublished online as a Blood First Edition Paper on April 30, 2007; DOI 10.1182/blood-2007-01-067728.


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
blood-2007-01-067728v1
blood-2007-01-067728v2
110/3/827    most recent
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Right arrow Rights and Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via CrossRef
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by van Rhee, F.
Right arrow Articles by Barlogie, B.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by van Rhee, F.
Right arrow Articles by Barlogie, B.
Related Collections
Right arrow Clinical Trials and Observations
Right arrow Neoplasia
Right arrowRelated Articles in Blood Online
Social Bookmarking
 Add to CiteULike   Add to Connotea   Add to Del.icio.us   Add to Digg   Add to Reddit   Add to Technorati  
What's this?

arrow to previous article Previous Article  |  Table of Contents  |  Next Article next article arrow

CLINICAL TRIALS AND OBSERVATIONS

High serum-free light chain levels and their rapid reduction in response to therapy define an aggressive multiple myeloma subtype with poor prognosis

Frits van Rhee1, Vanessa Bolejack2, Klaus Hollmig1, Mauricio Pineda-Roman1, Elias Anaissie1, Joshua Epstein1, John D. Shaughnessy, Jr1, Maurizio Zangari1, Guido Tricot1, Abid Mohiuddin1, Yazan Alsayed1, Gail Woods1, John Crowley2, and Bart Barlogie1

1 Myeloma Institute for Research and Therapy, University of Arkansas for Medical Sciences, Little Rock; 2 Cancer Research and Biostatistics, Seattle, WA


    Abstract
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 
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 µM (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.


    Introduction
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 
Multiple myeloma (MM) is a prototypic monoclonal B-cell malignancy with a terminally differentiated plasma cell phenotype and monoclonal immunoglobulin secretion in the majority of cases.1 Approximately 30% secrete only light chains instead of complete immunoglobulin molecules comprising 2 heavy and 2 light chains that are assembled in the endoplasmic reticulum and secreted via the Golgi apparatus2; another 5% of patients have "nonsecretory" MM, although monoclonal plasma cells can be identified in the bone marrow or other sites with anti–light chain antibodies; very few patients have "nonproducing" MM, meaning absence of monoclonal cytoplasmic immunoglobulins but typical plasma cell morphologic, phenotypic, and gene expression features.3 Serial assessments of monoclonal protein levels in serum and daily urinary excretion have been used to monitor disease progression and response to therapy. In cases of light-chain–only–secreting MM with renal failure and in nonsecretory disease, such assays have not been helpful. The recently developed serum-free light chain (SFLC) assay has proved invaluable in case of light-chain-secreting MM with renal failure and in a proportion of patients otherwise deemed to have nonsecretory disease.4 SFLC levels have also been useful to predict progression from monoclonal gammopathy of undetermined significance (MGUS) to MM.5

In patients in whom both intact immunoglobulin and light chain are secreted, it is assumed that they originate in different MM plasma cell clones with different levels of differentiation.6 In fact, in the course of MM progression especially with multiple relapses, dedifferentiation is frequently observed, characterized by "Bence Jones escape," cessation of M-protein secretion, or "high-grade transformation" (best captured by increased levels of serum lactate dehydrogenase [LDH]).7,8 The elusive MM stem cell is thought to have a pre–plasma cell phenotype incapable of immunoglobulin secretion,9 although others have shown that the terminally differentiated plasma cell retained self-renewal potential,10 consistent with the recent notion of stem cell plasticity.11 It is generally accepted that the aforementioned dedifferentiated phenotype encountered at advanced disease stages may represent an overgrowth of such cells initially present in a small MM subpopulation; alternatively, such cells may represent truly transformed cells developing under replicative stress in response to treatment, analogous to large cell transformation in non-Hodgkin lymphoma.

As the armamentarium of therapies for MM has been greatly expanded, increasing emphasis is placed on avoiding ineffective treatment modalities or, conversely, documenting that each cycle of treatment is maximally effective. The long half-lives of complete immunoglobulins have prevented their serial use for the early detection of sensitivity or resistance to therapy. In cases with both complete and light-chain–only immunoglobulin secretion, the shorter half-life of the latter lends itself to earlier recognition of treatment response. In this study, we examined (1) whether elevated baseline SFLC levels characterize a less differentiated and more aggressive MM subtype with negative consequences for survival and (2) whether serial SFLC analyses can distinguish early therapeutic response or resistance.


    Patients, materials, and methods
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 
The studies were approved by the institutional review board of the University of Arkansas for Medical Sciences, Little Rock, AR. Informed consent was obtained in accordance with the Declaration of Helsinki.

Three hundred three newly diagnosed patients were enrolled into our current tandem autotransplantation trial, Total Therapy 3 (TT3), using combination therapy with VTD-PACE (Bortezomib, Thalidomide, Dexamethasone, Cisplatin, Doxorubicin, Cytophosphamide, Etoposide) as induction before and consolidation therapy after melphalan-based high-dose therapies (Figure 1). For MM staging, M-protein measurements were performed that included serum and urine electrophereses, nephelometric analyses of serum immunoglobulin levels, and SFLC determination. In addition, serum levels were determined of beta-2-microglobulin (B2M), C-reactive protein (CRP), and lactate dehydrogenase (LDH). Bone marrow aspirate and biopsy specimens were procured to estimate the percentage infiltration by plasma cells along with analysis of DNA/cytoplasmic light chain expression by flow cytometry.3 Cytogenetic abnormalities (CAs) were detected by metaphase analysis of Giemsa-banded chromosomes in typically 20 cells.12


Figure 1
View larger version (45K):
[in this window]
[in a new window]

 
Figure 1. Treatment schema

 
Such studies were performed at baseline before initiation of therapy and periodically, usually monthly, after therapy in order to determine onset of response, classified according to Bladé et al as complete response (CR) and partial response (PR)13; near-complete (n-CR) implied absence of monoclonal protein band on standard electropheresis of serum and urine, although immunofixation detected an M-protein band. For the purpose of some of the analyses presented here, we consider the proportion of patients achieving at least n-CR (≥ n-CR) that includes those achieving CR status. SFLC analyses were performed at least weekly during the first cycle of induction therapy, before initiation of the second cycle and before transplantation, and then monthly.

Of the 303 patients enrolled, 32 had had one cycle of prior systemic therapy as permitted by protocol eligibility criteria. Ninety-two percent had follow-up SFLC data around day 7 (range, days 5-9) of the first cycle; 97%, before the initiation of the second cycle (median, 3 days; range, 1 to 18 days); and 94%, before first transplantation (median, 5 days; range, 1 to 20 days).

Results are reported as of February 2007, with a median follow-up of 21 months (range, 5.1 months to 35.6 months). Event-free survival (EFS) and overall survival (OS) were both counted from initiation of therapy; events for the former were progressions, relapses, and deaths of any cause and, for the latter, deaths of any cause. The Kaplan-Meier method14 was used to estimate EFS and OS, with comparisons using the log-rank test. Tertiles were determined on values of the involved (kappa or lambda) SFLC level at baseline, or percentagereduction at selected time points (day 7 of the first cycle, before cycle 2, and before transplantation). We also applied methodology reported by Dispenzieri et al for patients with AL amyloidosis, evaluating baseline SFLC levels as a continuous variable or dichotomized by median pretreatment values, as well as normalization of SFLC levels and kappa-to-lambda SFLC ratio at baseline and following initiation of treatment.15 A similar approach was used in the evaluation of baseline and posttreatment standard serum and urine M-protein values. Multivariate models (MVs) of prognostic factors were examined using logistic and Cox regression analyses.16 The chi-square test was used to compare baseline patient characteristics. The dichotomized standard prognostic factors used in these analyses were those reported as part of the International Staging System (ISS) for MM.17


    Results
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 
Inferior event-free and overall survival with baseline SFLC levels of 75 mg/dL or higher

Two years after initiation of treatment, 83% of 303 patients enrolled in TT3 remain event free and 86% are alive (Figure 2A). Baseline SFLC levels were available for 301 patients and ranged from 0.06 to 7120 mg/dL (median, 31.6 mg/dL). Baseline SFLC levels were not lower among patients with prior treatment than among those without prior therapy (mean, 219 mg/dL vs161 mg/dL, P = .43), justifying inclusion of both groups in the analyses. Baseline levels of SFLC were significantly associated with OS when examined as log-transformed (P = .005) and as dichotomized variables (based on median values, P = .011) and also with EFS (P = .002 and P = .007, respectively). Top-tertile SFLC levels higher than 75 mg/dL were associated with inferior OS and EFS (Figure 2B,C) and were stronger predictors of outcome than the other SFLC measures listed above. Baseline concentrations of standard serum and urine M-protein did not identify prognostic subgroups (data not shown).


Figure 2
View larger version (20K):
[in this window]
[in a new window]

 
Figure 2. Kaplan-Meier survival plots. (A) All patients, and (B,C) according to tertiles of baseline levels of serum-free light chain (SFLC). Overall survival and event-free survival were inferior among patients with top-tertile SFLC baseline levels.

 
Top-tertile baseline SFLC levels higher than 75 mg/dL are associated with more aggressive disease features

In light of the prognostic implications of baseline SFLC levels, we examined whether associations existed with traditional variables known to affect clinical outcome. Higher proportions of patients with baseline SFLC higher than 75 mg/dL were observed in case of ISS stage III, with elevations of B2M, LDH, and creatinine, bone marrow plasmacytosis higher than 30%; and in case of light-chain-only MM, a strong trend existed for the association of high SFLC levels with the presence of CA (Table 1).


View this table:
[in this window]
[in a new window]

 
Table 1. Comparison of patient characteristics according to baseline SFLC levels

 
Inferior outcome in patients with top-tertile decline in SFLC levels before cycle 2 and before transplantation

Serial SFLC measurements were available in 92% of patients for day 7 (range, days 5-9) of the first course, in 94% immediately before the second cycle of induction therapy, and in 94% before first transplantation. When examined according to SFLC percentage reduction tertiles for the 3 follow-up time points, OS was inferior among the top-tertile SFLC percentage reduction groups before cycle 2 and before transplantation; thus, 24-month survival estimates were 81% and 79% among the top-tertile SFLC reduction group as opposed to 91% and 92% for the remainder (Figure 3). Similar findings pertained to EFS (data not shown). No such survival implications were noted for tertile reductions in serum and urine M-protein values (data not shown).


Figure 3
View larger version (21K):
[in this window]
[in a new window]

 
Figure 3. Kaplan-Meier plots of overall survival from landmarks of SFLC reduction. (A) By day 7 of the first induction cycle, (B) before cycle 2, and (C) before transplantation. Top-tertile SFLC reductions are associated with inferior survival when considered before cycle 2 and before transplantation, unadjusted for SFLC baseline values.

 
Univariate and multivariate analyses of features predicting event-free and overall survival

Univariately significant baseline factors associated with inferior EFS and OS included advanced age of 65 years or older, presence of CA, advanced ISS stage, as well as serum elevations of B2M, CRP, LDH, creatinine, and SFLC (Table 2). Among these baseline variables, CA and high levels of LDH and SFLC retained independent prognostic significance for both EFS and OS (Table 3). Among follow-up parameters considered (Table 2), top-tertile SFLC reduction at cycle 2 and before transplantation both were also significant independent adverse parameters for EFS or OS (Tables 45), after adjustment for LDH and CA (Tables 4-5). Serum and urine M-protein baseline levels or their posttreatment reduction failed to influence clinical outcome.


View this table:
[in this window]
[in a new window]

 
Table 2. Univariate analysis of baseline and follow-up parameters associated with event-free and overall survival

 


View this table:
[in this window]
[in a new window]

 
Table 3. Multivariate analysis of baseline parameters associated with event-free and overall survival

 


View this table:
[in this window]
[in a new window]

 
Table 4. Multivariate analysis of baseline parameters and before cycle 2 percentage SFLC reduction associated with event-free and overall survival

 


View this table:
[in this window]
[in a new window]

 
Table 5. Multivariate analysis of baseline parameters and pretransplantation percentage SFLC reduction associated with event-free and overall survival

 
Multivariate analyses of features associated with near-complete response (n-CR) rate before transplantation

The frequency of n-CR to induction therapy was higher (37% vs 20%, P = .002) when baseline SFLC levels exceeded 75 mg/dL. Independently significant baseline parameters associated with n-CR before first transplantation included non-IgG isotype and light-chain-only disease (Table 6). Excluding these disease-type indicators from the multivariate model, high LDH and top-tertile baseline SFLC levels were significantly associated with higher n-CR rates.


View this table:
[in this window]
[in a new window]

 
Table 6. Multivariate analysis of variables associated with near-complete response

 

    Discussion
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 
High baseline SFLC levels were a reflection of higher tumor burden (ISS stage, B2M, bone marrow plasmacytosis), higher degree of disease aggressiveness (LDH, CA), and light-chain-only MM with its greater propensity for renal failure (Table 1). These data are in agreement with findings reported by Rajkumar et al in MGUS, portending earlier progression to MM in patients with elevated SFLC levels.5 In the case of myeloma requiring therapy, high baseline SFLC levels conferred inferior EFS and OS despite being associated with higher n-CR rate (Figure 2B,C; Table 6). Top-tertile SFLC reductions before cycle 2 and before transplantation also were independent adverse features for EFS and OS (Figure 3; Tables 45).

The apparent paradox of high n-CR rates and inferior survival in case of high baseline SFLC levels and high SFLC reduction rates is reminiscent of the adverse implications for survival, despite higher CR rates, of LDH elevation, and presence of CA and of immunoglobulin A isotype.18 While associated with more rapid cell kill initially, these features of aggressive high-proliferative activity MM are likely associated with rapid disease regrowth between treatment cycles and thus account for early relapse and death. We recently demonstrated, in the context of comprehensive data including gene expression profiling, that CR uniquely benefited a small subgroup of 13% with very high-risk myeloma that could be identified only by molecular genetic studies.19 The current data are also consistent with observations of favorable clinical outcome, despite slower onset and lower rates of CR, among patients with genetic features of a MGUS-like MM20 and those with a documented prior history of this benign precursor condition.21 Our data support the incorporation of SFLC assays into the work-up of newly diagnosed patients with MM at baseline and early after induction therapy to help identify those at high risk. Studies are in progress to determine whether serial SFLC analyses in remission may permit earlier detection of (dedifferentiated) relapse than is currently possible with the use of serial serum and urine M-protein examinations.


    Authorship
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 
Contribution: F.R. and B.B. conceptualized the work and supervised studies; V.B. and J.C. analyzed data; F.R., K.H., M.P.-R., E.A., M.Z., G.T., A.M., Y.A., and B.B. enrolled patients and ensured high-quality clinical research data; J.E. and J.D.S. provided critical discussions; B.B. and F.R. wrote the paper.

Conflict-of-interest disclosure: The authors declare no competing financial interests.

Correspondence: Bart Barlogie, Myeloma Institute for Research and Therapy, University of Arkansas for Medical Sciences, Little Rock, AR 72205; e-mail: barlogiebart{at}uams.edu.


    Acknowledgment
 
This work was supported by National Institutes of Health grant CA55819.


    Footnotes
 
Submitted January 11, 2007; accepted February 28, 2007.

Prepublished online as Blood First Edition Paper, April 30, 2007 DOI: 10.1182/blood-2007-01-067728

The publication costs of this article were defrayed in part by page charge payment. Therefore, and solely to indicate this fact, this article is hereby marked "advertisement" in accordance with 18 USC section 1734.


    References
 Top
 Abstract
 Introduction
 Patients, materials, and methods
 Results
 Discussion
 Authorship
 References
 

  1. Kyle RA and Rajkumar SV. Multiple myeloma. N Engl J Med 2004; 351:1860–1873.[Free Full Text]

  2. Fiebiger E, Tortorella D, Jouvin MH, Kinet JP, Ploegh HL. Cotranslational endoplasmic reticulum assembly of Fc (varepsilon) RI controls the formation of functional IgE-binding receptors. J Exp Med 2005; 201:267.[Abstract/Free Full Text]

  3. Barlogie B, Alexanian R, Pershouse M, et al. Cytoplasmic immunoglobulin content in multiple myeloma. J Clin Invest 1985; 76:765–769.[Medline] [Order article via Infotrieve]

  4. Bradwell AR, Carr-Smith HG, Mead GP, Harvey TC, Drayson MT. Serum test for assessment of patients with Bence Jones myeloma. Lancet 2003; 36:489–491.

  5. Rajkumar SV, Kyle RA, Therneau TM, et al. Serum free light chain ratio is an independent risk factor for progression in monoclonal gammopathy of undetermined significance. Blood 2005; 106:812–817.[Abstract/Free Full Text]

  6. Mohit B. Immunoglobulin G and free kappa-chain synthesis in different clones of a hybrid cell line. Proc Natl Acad Sci U S A 1971; 68:3045–3048.[Abstract/Free Full Text]

  7. Durie BGM. Is myeloma really a monoclonal disease? Br J Haematol 1984; 57:357–363.[Medline] [Order article via Infotrieve]

  8. Barlogie B, Smallwood L, Smith T, Alexanian R. High serum levels of lactic dehydrogenase identify a high-grade lymphoma-like myeloma. Ann Int Med 1989; 110:521–525.[Medline] [Order article via Infotrieve]

  9. Matsui W, Huff CA, Wang Q, et al. Characterization of clonogenic multiple myeloma cells. Blood 2004; 103:2332–2336.[Abstract/Free Full Text]

  10. Yaccoby S and Epstein J. The proliferative potential of myeloma plasma cells manifest in the SCID-hu host. Blood 1999; 94:3576–3582.[Abstract/Free Full Text]

  11. Surani MA and McLaren A. Stem cells: a new route to rejuvenation. Nature 2006; 443:284–285.[CrossRef][Medline] [Order article via Infotrieve]

  12. Sawyer JR, Waldron JA, Jagannath S, Barlogie B. Cytogenetic findings in 200 patients with multiple myeloma. Cancer Genet Cytogenet 1995; 82:41–49.[CrossRef][Medline] [Order article via Infotrieve]

  13. Bladé J, Samson D, Reece D, et al. Criteria for evaluating disease response and progression in patients with multiple myeloma treated by high-dose therapy and haemopoietic stem cell transplantation. Br J Haematol 1998; 102:1115–1123.[CrossRef][Medline] [Order article via Infotrieve]

  14. Kaplan EL and Meier P. Nonparametric estimation from incomplete observations. J Am Stat Assoc 1958; 53:457–481.[CrossRef]

  15. Dispenzieri A, Lacy MQ, Katzmann JA, et al. Absolute values of immunoglobulin free light chains are prognostic in patients with primary systemic amyloidosis undergoing peripheral blood stem cell transplantation. Blood 2006; 107:3378–3383.[Abstract/Free Full Text]

  16. Cox DR. Regression models and life-tables. J R Stat Soc B 1972; 34:187–202.

  17. Greipp PR, San Miguel J, Durie BG, et al. International Staging System for multiple myeloma. J Clin Oncol 2005; 23:3412–3420.[Abstract/Free Full Text]

  18. Barlogie B, Tricot G, Anaissie E, et al. Thalidomide and hematopoietic-cell transplantation for multiple myeloma. N Engl J Med 2006; 354:1021–1030.[Abstract/Free Full Text]

  19. Haessler J, et al. Clin Can Res 2007; in press.

  20. Zhan F, Barlogie B, Arzoumanian V, et al. A gene expression signature of benign monoclonal gammopathy evident in multiple myeloma is linked to good prognosis. Blood 2007; 109:1692–1700.[Abstract/Free Full Text]

  21. Pineda-Roman M, Bolejack V, Arzoumanian V, et al. Complete response in myeloma extends survival without, but not with history of prior monoclonal gammopathy of undetermined significance or smoldering disease. Br J Haemotol 2007; 136:393–399.[CrossRef][Medline] [Order article via Infotrieve]


Add to CiteULike CiteULike   Add to Connotea Connotea   Add to Del.icio.us Del.icio.us   Add to Digg Digg   Add to Reddit Reddit   Add to Technorati Technorati    What's this?

Related Articles in Blood Online:

Response: Top tertile SFLC reduction indeed is an independent feature of myeloma aggressiveness
Frits van Rhee, John Crowley, and Bart Barlogie
Blood 2008 111: 2491. [Full Text] [PDF]

FMC7 is an epitope of CD20
Julie P. Deans and Maria J. Polyak
Blood 2008 111: 2492. [Full Text] [PDF]



This article has been cited by other articles:


Home page
BloodHome page
A. Dispenzieri, L. Zhang, J. A. Katzmann, M. Snyder, E. Blood, R. DeGoey, K. Henderson, R. A. Kyle, M. M. Oken, A. R. Bradwell, et al.
Appraisal of immunoglobulin free light chain as a marker of response
Blood, May 15, 2008; 111(10): 4908 - 4915.
[Abstract] [Full Text] [PDF]


Home page
BloodHome page
A. Dispenzieri
Is early, deep free light chain response really an adverse prognostic factor?
Blood, February 15, 2008; 111(4): 2490 - 2491.
[Full Text] [PDF]


Home page
BloodHome page
F. van Rhee, J. Crowley, and B. Barlogie
Response: Top tertile SFLC reduction indeed is an independent feature of myeloma aggressiveness
Blood, February 15, 2008; 111(4): 2491 - 2491.
[Full Text] [PDF]


Home page
BloodHome page
B. Barlogie, G. Tricot, J. Haessler, F. van Rhee, M. Cottler-Fox, E. Anaissie, J. Waldron, M. Pineda-Roman, R. Thertulien, M. Zangari, et al.
Cytogenetically defined myelodysplasia after melphalan-based autotransplantation for multiple myeloma linked to poor hematopoietic stem-cell mobilization: the Arkansas experience in more than 3000 patients treated since 1989
Blood, January 1, 2008; 111(1): 94 - 100.
[Abstract] [Full Text] [PDF]


Home page
Clin. Cancer Res.Home page
J. Haessler, J. D. Shaughnessy Jr., F. Zhan, J. Crowley, J. Epstein, F. van Rhee, E. Anaissie, M. Pineda-Roman, M. Zangari, K. Hollmig, et al.
Benefit of Complete Response in Multiple Myeloma Limited to High-Risk Subgroup Identified by Gene Expression Profiling
Clin. Cancer Res., December 1, 2007; 13(23): 7073 - 7079.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
blood-2007-01-067728v1
blood-2007-01-067728v2
110/3/827    most recent
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Right arrow Rights and Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via CrossRef
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by van Rhee, F.
Right arrow Articles by Barlogie, B.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by van Rhee, F.
Right arrow Articles by Barlogie, B.
Related Collections
Right arrow Clinical Trials and Observations
Right arrow Neoplasia
Right arrowRelated Articles in Blood Online
Social Bookmarking
 Add to CiteULike   Add to Connotea   Add to Del.icio.us   Add to Digg