Standard myeloma treatment response criteria are determined principally by changes in the monoclonal protein. Reduction in the size of the proliferative component of malignant plasma cells may be an additional metric of assessing response to therapy. We retrospectively analyzed 176 patients with newly diagnosed myeloma with a measurable plasma cell labeling index (PCLI) at diagnosis and repeat measurement 4 months after initiation of therapy. PCLI response was defined as a ≥ 60% reduction. Baseline PCLI is an independent prognostic factor; therefore, we categorized patients into 3 groups: PCLI ≥ 3% (high), ≥ 1% (intermediate), and < 1% (low). Patients achieving a greater PCLI response had improved median overall survival of 54 months compared with 29 months in nonresponders (P = .02). Improved median overall survival with PCLI response occurred in the high initial PCLI group (28 vs 7 months; P = .003) and intermediate group (64 vs 24 months; P = .002). The application of PCLI response and serum M-spike response together provided further prognostic information. On multivariate analysis, the prognostic value of PCLI response was independent of β2-microglobulin, elevated creatinine, serum M-spike response, and baseline PCLI. We conclude that a significant reduction in plasma cell proliferation in patients with newly diagnosed myeloma is an important predictor of survival.

Survival in myeloma varies widely and includes rapidly progressive disease as well as indolent disease with prolonged survival. The International Staging System (ISS) is a simple and reliable tool that uses serum albumin and serum β2-microglobulin (β2M) for patient stratification at time of diagnosis.1  Newly diagnosed patients with multiple myeloma also may be stratified into high-risk versus standard-risk disease by risk factors such as proliferative rate, deletion of chromosome 13 or hypodiploidy on metaphase cytogenetic studies, deletion 17p, and certain IgH translocations.2  Immunophenotyping via multiparameter flow cytometry and gene expression profiling are additional available methods that provide further prognostic information. However, one of the most important factors governing long-term outcome is response to therapy.3,4  Response to therapy is determined principally by changes in the monoclonal protein, and an accurate measurement is critical for patient care, as well as the assessment of various treatment strategies and new drugs in myeloma in clinical trials.

Although a reduction in the M protein is an excellent surrogate for a reduction in overall myeloma cell burden, it may be less sensitive in detecting the effects of treatments that primarily target the proliferative fraction of plasma cells. Furthermore, some investigators have demonstrated the magnitude of M-protein response is not always correlated with improved survival.5  We hypothesized that a reduction in the size of the proliferative component of malignant plasma cells in myeloma may be an additional metric of assessing response to therapy. Because the size of the proliferative compartment in myeloma is usually small, a reduction may not necessarily produce a significant decrease in M protein. The purpose of this study was to determine whether a significant reduction in the plasma cell proliferative rate after therapy is associated with improved survival, validating its potential role as a metric of assessing treatment efficacy in myeloma.

We assessed plasma cell proliferation rate by using the plasma cell labeling index (PCLI). The PCLI is a slide-based immunofluorescence technique that uses antibodies against BrdU, which are incorporated into actively dividing plasma cells, thereby providing the percentage of plasma cells in the S-phase of the cell cycle.6-8  Multiple authors have confirmed the independent prognostic value of an elevated PCLI of > 1%, which is predictive of shorter time to progression9  and decreased survival.10-12  To test our hypothesis, we studied 176 patients seen at Mayo Clinic between 1985 and 2005 with newly diagnosed myeloma who had a measurable PCLI of ≥ 0.5%, which was obtained at time of diagnosis and again 4 months after initiation of therapy. Approval for the study was obtained from the Mayo Clinic Institutional Review Board according to federal regulations and patients provided informed consent in accordance with the Declaration of Helsinki.

Because baseline PCLI is an independent prognostic factor for outcome and greater degrees of response, we first categorized patients into 3 risk groups: initial PCLI ≥ 3% (high), ≥ 1% (intermediate), and < 1% (low). Baseline and subsequent serum and urine M protein, immunofixation, initial and subsequent therapy, stem cell transplantation status, progression date, and date of death or last follow-up were recorded. Laboratory parameters, including heavy chain type, hemoglobin, serum creatinine, β2M, serum albumin, and ISS stage, also were noted. Myeloma was diagnosed with the use of standard criteria.13,14 

Clinical responses were classified by the International Myeloma Working Group uniform response criteria.13,15  We tested different cut-off values for defining PCLI response and used a cutoff of 60% reduction or greater, which was the closest approximation of the median PCLI reduction (53% and 47% patients in the resultant 2 groups) after therapy. Induction therapy was separated into optimal and suboptimal therapy to ensure that differences in therapy did not confound interpretation of the study results. Optimal therapy for the purposes of this analysis was defined as novel agents, including thalidomide, lenalidomide, or bortezomib. Suboptimal therapy was defined as dexamethasone alone; melphalan-prednisone; vincristine, doxorubicin, dexamethasone; or vincristine, carmustine, melphalan, cyclophosphamide, prednisone. To avoid confounding because of longer follow-up times in patients diagnosed earlier in the study period, median overall survival beyond 72 months was censored.

Statistical analysis

Calculations were performed with JMP Version 8.0 (SAS Institute Inc). Median overall survival was the primary end point and defined as the time from initial date of diagnosis to time of death from any cause or last contact. Survival analysis was estimated by the use of the Kaplan-Meier method.16  Curves were compared with the log-rank test.17  The following prognostic factors for overall survival were tested in a univariate analysis: age > 65 years, albumin < 3.5 g/dL, β2M > 3.5 mg/dL, creatinine > 1.4 mg/dL, hemoglobin < 10 g/dL, baseline PCLI ≥ 1% and ≥ 3%, absence of serum M-protein response to therapy (< 50% reduction), and absence of PCLI response (< 60% reduction). P values < .05 were considered to be significant.

Patient characteristics

A total of 176 patients were available for analysis. Patient characteristics, including age, sex, baseline laboratory characteristics, PCLI and M spike at diagnosis, and induction therapy were stratified by response to PCLI and are shown in Table 1. There were 114 men (64%); median age at diagnosis was 59 years (range, 27-78 years), and the median follow-up was 54 months (range, 3.5-297 months). Patients were treated according to the standard of care at time of diagnosis. One-hundred twenty patients (68%) underwent stem cell transplantation after induction therapy. Overall median survival was 46 months (95% confidence interval [CI] 36-54 months; range, 4-165 months). The median baseline PCLI was 1.2% (0.5%-14.4%). Median initial serum M spike was 3.6 g/dL (range, 0-9.4 g/dL); 30 patients (17%) had no measurable serum M spike at time of diagnosis, and only 7 (4%) patients were nonsecretory, without measurable serum or urine M protein. The free light chain assay was available and used to assess treatment response in 4 of these patients; serial BM plasma cell percentage was used to assess response to therapy in the remaining 3 patients.

Table 1

Patient characteristics at diagnosis grouped according to PCLI response

VariablesAll patientsPCLI responseNo PCLI responseP
Patients, n (%) 176 94 (53) 82 (47)  
Age, y, mean ± SD 59 ± 10 59 ± 9 59 ± 10 .81 
Sex, male, n (%) 114 (64) 53 (57) 61 (74) .025* 
Baseline laboratory tests     
    IgG/IgA/IgD/light chain, % 57/25/2/15 32/14/1/6 25/11/1/8 .16 
    Kappa light chain, % 64 54 69 .039* 
    Hemoglobin, g/dL 10.7 ± 2.0 10.7 ± 2.0 10.3 ± 2.0 .32 
    Serum creatinine, mg/dL 1.6 ± 1.2 1.6 ± 1.1 1.6 ± 1.3 .45 
    β2 microglobulin, mg/dL 5.6 ± 7.7 4.8 ± 4.1 6.5 ± 10.3 .63 
    Serum albumin, mg/dL 3.6 ± 0.6 3.5 ± 0.5 3.7 ± 0.6 .033* 
    ISS stage I/ II/ III, % 32/44/24 24/48/28 38/41/21 .14 
Initial PCLI, n (%)     
    < 1% (low), 60 (34) 30 (32) 30 (37) .45 
    ≥ 1 < 3% (intermediate) 94 (53) 50 (53) 44 (54) .72 
    ≥ 3% (high) 22 (13) 15 (16) 8 (10) .15 
Initial serum M-spike, n = 146 3.6 ± 1.8 3.4 ± 1.7 3.8 ± 1.9 .26 
    No serum M spike n = 30 n = 14 n = 16  
Induction therapy, %     
    Suboptimal 71 68 74 .41 
        VAD  14 12  
        Dex  10 11  
        VBMCP  10  
        MP   
        DVD   
    Optimal 29 32 26 .41 
        Thal-Dex  10  
        Rev-Dex   
        Vel-Dex   
Stem cell transplantation after induction therapy, % 68% 72 64 .31 
VariablesAll patientsPCLI responseNo PCLI responseP
Patients, n (%) 176 94 (53) 82 (47)  
Age, y, mean ± SD 59 ± 10 59 ± 9 59 ± 10 .81 
Sex, male, n (%) 114 (64) 53 (57) 61 (74) .025* 
Baseline laboratory tests     
    IgG/IgA/IgD/light chain, % 57/25/2/15 32/14/1/6 25/11/1/8 .16 
    Kappa light chain, % 64 54 69 .039* 
    Hemoglobin, g/dL 10.7 ± 2.0 10.7 ± 2.0 10.3 ± 2.0 .32 
    Serum creatinine, mg/dL 1.6 ± 1.2 1.6 ± 1.1 1.6 ± 1.3 .45 
    β2 microglobulin, mg/dL 5.6 ± 7.7 4.8 ± 4.1 6.5 ± 10.3 .63 
    Serum albumin, mg/dL 3.6 ± 0.6 3.5 ± 0.5 3.7 ± 0.6 .033* 
    ISS stage I/ II/ III, % 32/44/24 24/48/28 38/41/21 .14 
Initial PCLI, n (%)     
    < 1% (low), 60 (34) 30 (32) 30 (37) .45 
    ≥ 1 < 3% (intermediate) 94 (53) 50 (53) 44 (54) .72 
    ≥ 3% (high) 22 (13) 15 (16) 8 (10) .15 
Initial serum M-spike, n = 146 3.6 ± 1.8 3.4 ± 1.7 3.8 ± 1.9 .26 
    No serum M spike n = 30 n = 14 n = 16  
Induction therapy, %     
    Suboptimal 71 68 74 .41 
        VAD  14 12  
        Dex  10 11  
        VBMCP  10  
        MP   
        DVD   
    Optimal 29 32 26 .41 
        Thal-Dex  10  
        Rev-Dex   
        Vel-Dex   
Stem cell transplantation after induction therapy, % 68% 72 64 .31 

Cumulative percentages may not equal 100% because of rounding.

Dex indicates dexamethasone; DVD, doxorubicin, vincristine, dexamethasone; ISS, International Staging System; MP, melphalan, prednisone; PCLI, plasma cell labeling index; Rev-Dex, Revlimid (lenalidomide)-dexamethasone; Thal-Dex, thalidomide-dexamethasone; Vel-Dex, Velcade (bortezomib)-dexamethasone; VAD, vincristine, Adriamycin (doxorubicin), dexamethasone; and VBMCP, vincristine, carmustine (BCNU), melphalan, cyclophosphamide, and prednisone.

*

Statistically significant.

Assessment for confounding variables was performed between patients who achieved a PCLI response alone versus an M-spike response only and demonstrated no differences between ISS stage (P = .66), initial PCLI risk group (P = .21), serum creatinine (P = .13), hemoglobin (P = .98), serum albumin (P = .74), β2M (P = .43), or optimal versus suboptimal treatment (P = .46).

Impact of reduction in plasma cell proliferation on median overall survival

Table 2 demonstrates median overall survival rates for the group after initial therapy. Ninety-four patients (53%) demonstrated a PCLI response, defined as a ≥ 60% reduction in PCLI after initial therapy. This conferred a significant median overall survival advantage of 54 months compared with 29 months in those who achieved < 60% PCLI reduction (P = .02; Figure 1). Overall survival was significantly longer in the high and intermediate PCLI groups if they achieved a PCLI response to therapy (Figure 2). Patients achieving a PCLI response in the high PCLI group had median overall survival of 28 months versus 7 months in nonresponders (P = .003). PCLI responders in the intermediate PCLI group had median overall survival of 64 months versus 24 months in nonresponders (P = .002). In the low baseline PCLI group (< 1%), median overall survival was comparable in both responders and nonresponders (66 months vs 49 months; P = .56).

Table 2

Survival after initial therapy in newly diagnosed myeloma patients according to IMWG response, serum M-spike response, initial PCLI, and PCLI response

StratificationAll patients, median OSPPCLI responseNo PCLI responseP
PCLI response, mo  .02*   – 
    ≥ 60% reduction (n = 94) 54  – – – 
    < 60% reduction (n = 82) 29  – – – 
Initial PCLI, median OS  .001*    
    < 1% (low, n = 60) 56  66 mo 49 mo .56 
    ≥ 1 < 3% (intermediate, n = 94) 49  64 mo 24 mo .002* 
    ≥ 3% (high, n = 22) 17  28 mo 7 mo .003* 
Serum M-spike response, mo  .004*    
    ≥ 50% reduction (n = 92) 55  62 mo 47 mo .32 
    < 50% reduction (n = 54) 29  49 mo 21 mo .03* 
IMWG response, mo or %  < .001*    
    CR (n = 4)   50% 50% 1.0 
    VGPR (n = 12) 64 – 75% 25% .08 
    PR (n = 88) 55 – 65% 35% .004* 
    SD/PD (n = 72) 28 – 37.5% 62.5% .003* 
StratificationAll patients, median OSPPCLI responseNo PCLI responseP
PCLI response, mo  .02*   – 
    ≥ 60% reduction (n = 94) 54  – – – 
    < 60% reduction (n = 82) 29  – – – 
Initial PCLI, median OS  .001*    
    < 1% (low, n = 60) 56  66 mo 49 mo .56 
    ≥ 1 < 3% (intermediate, n = 94) 49  64 mo 24 mo .002* 
    ≥ 3% (high, n = 22) 17  28 mo 7 mo .003* 
Serum M-spike response, mo  .004*    
    ≥ 50% reduction (n = 92) 55  62 mo 47 mo .32 
    < 50% reduction (n = 54) 29  49 mo 21 mo .03* 
IMWG response, mo or %  < .001*    
    CR (n = 4)   50% 50% 1.0 
    VGPR (n = 12) 64 – 75% 25% .08 
    PR (n = 88) 55 – 65% 35% .004* 
    SD/PD (n = 72) 28 – 37.5% 62.5% .003* 

IMWG response was determined by standard IMWG response criteria. Serum M spike was defined as 50% of more reduction in the baseline M spike after therapy. Baseline PCLI values were stratified by low (< 1%), intermediate (≥ 1%), and high (≥ 3%) groups.

Cumulative percentages may not equal 100% because of rounding.

CR indicates complete response; IMWG, International Myeloma Working Group; OS, overall survival; PCLI, plasma cell labeling index; PR, partial response; and VGPR, very good partial response.

*

Statistically significant.

Complete response median OS was not reached.

Figure 1

Kaplan-Meier survival analysis by PCLI response. Median overall survival was significantly longer in PCLI responders (54 months, 95% CI 45-297; P = .02) versus 29 months (95% CI 22-44) in nonresponders (P = .02).

Figure 1

Kaplan-Meier survival analysis by PCLI response. Median overall survival was significantly longer in PCLI responders (54 months, 95% CI 45-297; P = .02) versus 29 months (95% CI 22-44) in nonresponders (P = .02).

Close modal
Figure 2

Kaplan-Meier survival analysis by baseline proliferative rate. Comparison of median overall survival for patients with multiple myeloma who achieved a PCLI response versus PCLI nonresponders who had (left) high baseline PCLI (≥ 3%), (middle) intermediate PCLI (> 1% but < 3%), and (right) low PCLI (< 1%).

Figure 2

Kaplan-Meier survival analysis by baseline proliferative rate. Comparison of median overall survival for patients with multiple myeloma who achieved a PCLI response versus PCLI nonresponders who had (left) high baseline PCLI (≥ 3%), (middle) intermediate PCLI (> 1% but < 3%), and (right) low PCLI (< 1%).

Close modal

Impact of M-spike response on median overall survival

One-hundred forty-six patients had a measurable serum M protein at time of diagnosis. Thirty patients had no measurable serum M spike. Ninety-two (63%) patients achieved at least a 50% reduction in the initial M spike after 4 months of therapy. Median overall survival in patients with ≥ 50% reduction in the serum M spike was 55 months versus 29 months in patients not reaching this level of response (P = .004). The median overall survival for complete response was not reached. No significant difference in median overall survival was present between very good partial response (VGPR) and partial response (PR; P = .57); however, the combined VGPR + PR group achieved a survival advantage of 55 months versus 32 months in the stable disease group and 8 months in the progressive disease group (P = .006).

Univariate and multivariate survival analysis

Table 3 allows comparison in a univariate model of several common prognostic markers, including advanced age, albumin, β2M, elevated creatinine, anemia, baseline PCLI at diagnosis, and serum M-spike response. Initial PCLI ≥ 3%, serum M-spike reduction < 50%, PCLI reduction < 60%, serum β2M > 3.5 mg/dL, and creatinine > 1.4 mg/dL were determined to be poor prognostic indicators on univariate analysis. In multivariate analysis, these prognostic factors were ranked by proportional hazard ratio (Table 4). The prognostic value of PCLI nonresponse was independent of initial PCLI ≥ 3% and M-spike nonresponse. The addition of β2M > 3.5 mg/dL and creatinine > 1.4 was not significant on multivariate analysis.

Table 3

Univariate analysis of common prognostic markers and response to PCLI as predictors of overall survival

Prognostic variableProportional hazard ratio95% CIP
Age > 65 y 1.15 0.73-1.67 .60 
Albumin < 3.5 g/dL 1.23 0.84-1.78 .28 
β2M > 3.5 mg/dL 1.47 1.01-2.14 .042* 
Creatinine > 1.4 1.51 1.02-2.22 .042* 
Hemoglobin < 10 g/dL 1.20 0.82-1.74 .34 
Serum M-spike response < 50% 1.64 1.13-2.38 .009* 
PCLI response < 60% 1.56 1.08-2.25 .019* 
Initial PCLI    
    ≥ 3% 2.54 1.50-4.08 < .001* 
    ≥ 1% 1.42 0.96-2.12 .08 
Prognostic variableProportional hazard ratio95% CIP
Age > 65 y 1.15 0.73-1.67 .60 
Albumin < 3.5 g/dL 1.23 0.84-1.78 .28 
β2M > 3.5 mg/dL 1.47 1.01-2.14 .042* 
Creatinine > 1.4 1.51 1.02-2.22 .042* 
Hemoglobin < 10 g/dL 1.20 0.82-1.74 .34 
Serum M-spike response < 50% 1.64 1.13-2.38 .009* 
PCLI response < 60% 1.56 1.08-2.25 .019* 
Initial PCLI    
    ≥ 3% 2.54 1.50-4.08 < .001* 
    ≥ 1% 1.42 0.96-2.12 .08 

β2M indicates β2-microglobulin; CI, confidence interval; and PCLI, plasma cell labeling index.

*

Statistically significant.

Table 4

Multivariate analysis of prognostic variables, serum M-spike response, and PCLI response

Prognostic variableProportional hazard ratio95% CIP
Initial PCLI ≥ 3% 2.71 1.52-4.62 .001* 
Serum M-spike response < 50% 1.47 1.01-2.16 .047* 
PCLI response < 60% 1.70 1.14-2.03 .009* 
β2M > 3.5 mg/dL 1.33 0.87-2.03 .19 
Creatinine > 1.4 1.20 0.76-1.88 .43 
Prognostic variableProportional hazard ratio95% CIP
Initial PCLI ≥ 3% 2.71 1.52-4.62 .001* 
Serum M-spike response < 50% 1.47 1.01-2.16 .047* 
PCLI response < 60% 1.70 1.14-2.03 .009* 
β2M > 3.5 mg/dL 1.33 0.87-2.03 .19 
Creatinine > 1.4 1.20 0.76-1.88 .43 

β2M indicates β2-microglobulin; CI, confidence interval; and PCLI, plasma cell labeling index.

*

Statistically significant.

Concordance between PCLI and M-spike response

Of the 92 patients with M-spike response, 36% did not meet criteria for PCLI response. Conversely, of the 81 PCLI responders with a measurable serum M protein, 27% did not achieve a > 50% reduction in the M protein. In patients who did not achieve an M-spike response, if a PCLI response was attained (n = 22), median overall survival was 49 months compared with 21 months in patients who failed to respond by either M spike or PCLI after induction therapy (P = .03). If both a M spike and PCLI response occurred (n = 59), there was a nonstatistically significant trend toward improved overall survival of 62 months versus 47 months (P = .32) in patients who achieved a M spike but not PCLI response (n = 33).

In this study, we evaluated reduction in plasma cell proliferative rate as an additional metric for assessing response to therapy. Because the proliferative compartment in myeloma is usually small, a reduction may not necessarily produce a significant decrease in M protein. The baseline proliferative rate is a known independent predictor of survival, and because it is easier biologically and mathematically to meet criteria for response when the starting values are greater, we stratified patients in to 3 groups on the basis of the PCLI level before therapy. Our findings show that in patients with intermediate- and high-risk initial plasma cell proliferation values, a reduction in the proliferative rate after initial therapy identifies patient subsets with significantly different survival rates. Similar median overall survival was demonstrated between PCLI responders and M-spike responders. The improved median overall survival in patients achieving reduction in the plasma cell proliferation after initial therapy measured by PCLI was independent of changes in M-protein levels as determined by multivariate analysis. With the combined application of M-spike and PCLI response, a distinct subset of patients with improved survival was identified. Interestingly, more than one-third of patients meeting M-spike response criteria did not achieve a PCLI response; conversely, nearly 30% of patients with a PCLI response did not achieve a greater than 50% reduction in the M protein. A trend toward improved median overall survival was present in patients who responded by both PCLI and M spike; however, our study was underpowered for this analysis and was unable to demonstrate statistical significance. These findings argue for a need to further study possible integration of these 2 biomarkers (M protein and proliferative rate) to comprehensively assess response to therapy.

Our results, if confirmed, may be important for clinical practice for several reasons. The aforementioned summarized data provide support for the concept that reduction in plasma cell proliferative rate after therapy is clinically beneficial and is independent of M-component response. Assessment of the malignant proliferative component could be complementary to the currently used M-component response criteria and may provide the clinician a more comprehensive approach when considering response to therapy. For example, patients who do not achieve an adequate response as defined by a significant reduction in plasma cell proliferative rate may require change in therapy, even though their M protein levels indicate achievement of an objective response. The PCLI was used in this study because it has repeatedly been shown to be a powerful prognostic tool in newly diagnosed myeloma patients and provided an accurate measure of the malignant plasma cell proliferative rate.10,18-20 

In addition, in the current setting of numerous effective myeloma treatment options, assessment of plasma cell proliferation in phase 1/2 clinical trials may be a valuable method of identifying novel agents.21  Novel agents that do not reduce M-protein levels significantly because their effect may be primarily on the slow-growing but nevertheless critical small proliferative compartment of plasma cells in myeloma may be discovered with use of the PCLI or another measure of change in proliferation. In such trials, a reduction in the measured plasma cell proliferative rate may be a better marker for success of therapy and hence needs to be explored further.

Clearly, a more widely available and reproducible tool to assess proliferative capacity would offer significant clinical benefit compared with the PCLI for incorporation into practice and in clinical trials. Flow cytometry has become widely available in most clinical centers and is a promising method for assessment of the proliferative component of malignant plasma cells. A recent study by Minarik et al22  demonstrated that the combined assessment of proliferation in conjunction with apoptosis is a strong prognostic factor that is able to identify proliferation subtype and outcome. Multiparameter flow cytometry also allows the detection of small numbers of plasma cells, which may be missed by less-sensitive morphologic and immunohistochemical evaluation, improving the evaluation of minimal residual disease after treatment.23-25  Use of the PCLI has not gained widespread acceptance largely because of its labor-intensive fluorescent microscope slide-based method. At our institution, the labeling index is commonly obtained at diagnosis and applied clinically as part of a risk-adapted therapy strategy.2 

Our data do confirm that reduction of M protein remains an important surrogate end point in myeloma because patients who achieved PR, VGPR, or complete response had improved median overall survival. Median overall survival was similar between the VGPR and PR groups, a finding that is in contrast to previous large, prospective trials involving induction therapy.26-30  Of note, Martinez-Lopez et al31  found no difference in survival between the VGPR and PR group after long-term follow-up in patients after stem cell transplantation. The patient population in our study was not representative of the full spectrum of myeloma patients at initial diagnosis as those with a PCLI of < 0.5% were excluded.

Limitations of our study include the retrospective nature of the design and the heterogeneous therapy administered during a 2-decade period. To avoid bias resulting from different available follow-up time, overall survival was censored after 72 months. Only one-third of patients in this study were treated with the novel biologic agents currently in use, such as thalidomide, lenalidomide, and bortezomib as front-line therapy. The limited availability of the PCLI will restrict its widespread use. However, the emphasis of this study is not on the use of a specific test but rather the concept of the importance of proliferation of myeloma plasma cells in assessing prognosis. Proliferation may be better measured by the use of multiparametric flow cytometric methods, which can be more widely used; such studies need to be performed. We conclude that a significant reduction in plasma cell proliferative rate in patients with newly diagnosed multiple myeloma is an important predictor of survival and is therefore an additional marker of response to therapy. On the basis of our results, we recommend that further studies be undertaken to evaluate reduction in myeloma cell proliferative rate as an additional marker of response assessment.

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.

This work was supported in part by the Jabbs Foundation (Birmingham, United Kingdom); National Cancer Institute grants CA107476, CA 62242, CA100707, and CA83724; and the Predolin Foundation.

National Institutes of Health

Contribution: J.T.L. collected and analyzed data and wrote the manuscript; C.E.C. analyzed the data; S.V.R. designed and conducted research and analyzed data; and J.A.L. and P.R.G. designed and conducted research.

Conflict-of-interest disclosure: P.R.G. holds a patent and has collected royalties for the plasma cell labeling index. All other authors declare no competing financial interests.

Correspondence: S. Vincent Rajkumar, MD, Division of Hematology, Mayo Clinic, 200 First St SW, Rochester, MN 55905; e-mail: rajks@mayo.edu.

1
Greipp
 
PR
San Miguel
 
J
Durie
 
BG
, et al. 
International staging system for multiple myeloma.
J Clin Oncol
2005
, vol. 
23
 
15
(pg. 
3412
-
3420
)
2
Kumar
 
SK
Mikhael
 
JR
Buadi
 
FK
, et al. 
Management of newly diagnosed symptomatic multiple myeloma: updated Mayo Stratification of Myeloma and Risk-Adapted Therapy (mSMART) consensus guidelines.
Mayo Clin Proc
2009
, vol. 
84
 
12
(pg. 
1095
-
1110
)
3
Alexanian
 
R
Bonnet
 
J
Gehan
 
E
, et al. 
Combination chemotherapy for multiple myeloma.
Cancer
1972
, vol. 
30
 
2
(pg. 
382
-
389
)
4
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. Myeloma Subcommittee of the EBMT. European Group for Blood and Marrow Transplant.
Br J Haematol
1998
, vol. 
102
 
5
(pg. 
1115
-
1123
)
5
Durie
 
BG
Jacobson
 
J
Barlogie
 
B
Crowley
 
J
Magnitude of response with myeloma frontline therapy does not predict outcome: importance of time to progression in southwest oncology group chemotherapy trials.
J Clin Oncol
2004
, vol. 
22
 
10
(pg. 
1857
-
1863
)
6
Greipp
 
PR
Kumar
 
S
Brown
 
R
Ho
 
PJ
Plasma cell labeling index.
Multiple Myeloma: Methods and Protocols
2005
Totowa, NJ
Humana Press
(pg. 
25
-
35
)
7
Greipp
 
PR
Witzig
 
TE
Gonchoroff
 
NJ
, et al. 
Immunofluorescence labeling indices in myeloma and related monoclonal gammopathies.
Mayo Clin Proc
1987
, vol. 
62
 
11
(pg. 
969
-
977
)
8
Lokhorst
 
HM
Boom
 
SE
Bast
 
BJ
Ballieux
 
RE
Determination of the plasma cell labelling index with bromodeoxyuridine in a double fluorescence technique.
Br J Haematol
1986
, vol. 
64
 
2
(pg. 
271
-
275
)
9
Boccadoro
 
M
Marmont
 
F
Tribalto
 
M
, et al. 
Early responder myeloma: kinetic studies identify a patient subgroup characterized by very poor prognosis.
J Clin Oncol
1989
, vol. 
7
 
1
(pg. 
119
-
125
)
10
Greipp
 
PR
Lust
 
JA
O’Fallon
 
WM
Katzmann
 
JA
Witzig
 
TE
Kyle
 
RA
Plasma cell labeling index and beta 2-microglobulin predict survival independent of thymidine kinase and C-reactive protein in multiple myeloma.
Blood
1993
, vol. 
81
 
12
(pg. 
3382
-
3387
)
11
Rajkumar
 
SV
Greipp
 
PR
Prognostic factors in multiple myeloma.
Hematol Oncol Clin North Am
1999
, vol. 
13
 
6
(pg. 
1295
-
1314
)pg. 
xi
 
12
Witzig
 
TE
Timm
 
M
Larson
 
D
Therneau
 
T
Greipp
 
PR
Measurement of apoptosis and proliferation of bone marrow plasma cells in patients with plasma cell proliferative disorders.
Br J Haematol
1999
, vol. 
104
 
1
(pg. 
131
-
137
)
13
Kyle
 
RA
Rajkumar
 
SV
Criteria for diagnosis, staging, risk stratification and response assessment of multiple myeloma.
Leukemia
2009
, vol. 
23
 
1
(pg. 
3
-
9
)
14
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
, vol. 
121
 
5
(pg. 
749
-
757
)
15
Durie
 
BG
Harousseau
 
JL
Miguel
 
JS
, et al. 
International uniform response criteria for multiple myeloma.
Leukemia
2006
, vol. 
20
 
9
(pg. 
1467
-
1473
)
16
Kaplan
 
EL
Meier
 
P
Nonparametric estimation for incomplete observations.
J Am Stat Assoc
1958
53
(pg. 
457
-
481
)
17
Cox
 
DR
Regression models and life-tables.
J Roy Stat Soc B
1972
34
(pg. 
187
-
220
)
18
Greipp
 
PR
Katzmann
 
JA
O’Fallon
 
WM
Kyle
 
RA
Value of beta 2-microglobulin level and plasma cell labeling indices as prognostic factors in patients with newly diagnosed myeloma.
Blood
1988
, vol. 
72
 
1
(pg. 
219
-
223
)
19
Steensma
 
DP
Gertz
 
MA
Greipp
 
PR
, et al. 
A high bone marrow plasma cell labeling index in stable plateau-phase multiple myeloma is a marker for early disease progression and death.
Blood
2001
, vol. 
97
 
8
(pg. 
2522
-
2523
)
20
Kapoor
 
P
Snozek
 
C
Colby
 
CL
, et al. 
Incorporation of the plasma cell labeling index into the international staging system of multiple myeloma: Impact on prognostic value.
J Clin Oncol
2008
, vol. 
26
 
15S
pg. 
8591
 
21
Ocio
 
EM
Mateos
 
MV
Maiso
 
P
Pandiella
 
A
San-Miguel
 
JF
New drugs in multiple myeloma: mechanisms of action and phase I/II clinical findings.
Lancet Oncol
2008
, vol. 
9
 
12
(pg. 
1157
-
1165
)
22
Minarik
 
J
Scudla
 
V
Ordeltova
 
M
, et al. 
Combined measurement of plasma cell proliferative and apoptotic index in multiple myeloma defines patients with good and poor prognosis.
Leuk Res
2011
, vol. 
35
 
1
(pg. 
44
-
48
)
23
Kumar
 
S
Kimlinger
 
T
Morice
 
W
Immunophenotyping in multiple myeloma and related plasma cell disorders.
Best Pract Res Clin Haematol
2010
, vol. 
23
 
3
(pg. 
433
-
451
)
24
Rawstron
 
AC
Orfao
 
A
Beksac
 
M
, et al. 
Report of the European Myeloma Network on multiparametric flow cytometry in multiple myeloma and related disorders.
Haematologica
2008
, vol. 
93
 
3
(pg. 
431
-
438
)
25
Paiva
 
B
Vidriales
 
MB
Perez
 
JJ
, et al. 
Multiparameter flow cytometry quantification of bone marrow plasma cells at diagnosis provides more prognostic information than morphological assessment in myeloma patients.
Haematologica
2009
, vol. 
94
 
11
(pg. 
1599
-
1602
)
26
Attal
 
M
Harousseau
 
JL
Stoppa
 
AM
, et al. 
A prospective, randomized trial of autologous bone marrow transplantation and chemotherapy in multiple myeloma. Intergroupe Francais du Myelome.
N Engl J Med
1996
, vol. 
335
 
2
(pg. 
91
-
97
)
27
Harousseau
 
JL
Attal
 
M
Avet-Loiseau
 
H
The role of complete response in multiple myeloma.
Blood
2009
, vol. 
114
 
15
(pg. 
3139
-
3146
)
28
Harousseau
 
JL
Avet-Loiseau
 
H
Attal
 
M
, et al. 
Achievement of at least very good partial response is a simple and robust prognostic factor in patients with multiple myeloma treated with high-dose therapy: long-term analysis of the IFM 99-02 and 99-04 Trials.
J Clin Oncol
2009
, vol. 
27
 
34
(pg. 
5720
-
5726
)
29
Moreau
 
P
Attal
 
M
Pegourie
 
B
, et al. 
Achievement of VGPR to induction therapy is an important prognostic factor for longer PFS in the IFM 2005-01 trial.
Blood
2011
, vol. 
117
 
11
(pg. 
3041
-
3044
)
30
Tan
 
D
Lao
 
Z
Loh
 
Y
, et al. 
Attainment of at least a very good partial response after induction treatment is an important surrogate of longer survival for multiple myeloma.
Bone Marrow Transplant
2010
, vol. 
45
 
11
(pg. 
1625
-
1630
)
31
Martinez-Lopez
 
J
Blade
 
J
Mateos
 
MV
, et al. 
Long-term prognostic significance of response in multiple myeloma after stem cell transplantation.
Blood
2011
, vol. 
118
 
3
(pg. 
529
-
534
)
Sign in via your Institution