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Immunohistochemical profiling of caspase signaling pathways predicts clinical response to chemotherapy in primary nodal diffuse large B-cell
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     the Departments of Clinical Pathology, Haematology

    Clinical Epidemiology and Biostatistics, VU Medical Center

    the Department of Clinical Pathology, Utrecht Medical Center

    the Department of Clinical Pathology, Radboud University Medical Center

    the Department of Clinical Pathology Medical Center Alkmaar

    the Department of Clinical Pathology, Leiden University Medical Centre

    the Department of Hematology, University Hospital Groningen, The Netherlands.

    Abstract

    We used biopsy specimens of primary nodal diffuse large B-cell lymphoma (DLBCL) to investigate whether the inhibition of caspase 8 and/or 9 apoptosis signaling pathways predicts clinical outcome. Expression levels of cellular FLICE inhibitory protein (c-Flip) and numbers of active caspase 3-positive lymphoma cells were used to determine the status of the caspase 8-mediated pathway. Expression levels of Bcl-2 and X-linked inhibitor of apoptosis (XIAP) were used to determine the status of the caspase 9-mediated pathway. Expression of c-Flip, XIAP, Bcl-2, and caspase 3 activity all provided prognostic information. According to these immunohistochemical parameters, inhibition of either or both caspase signaling pathways was detected in all patients. Three groups of patients were identified, one with a caspase 8 inhibition profile, one with caspase 8 and 9 inhibition profiles, and one with a caspase 9 inhibition profile. Caspase 9 inhibition was strongly associated with poor response to chemotherapy and usually with fatal outcome, whereas caspase 8 inhibition was associated with excellent clinical outcome. Thus, our data strongly suggest that inhibition of the caspase 9-mediated pathway, but not the caspase 8-mediated pathway, is a major cause for therapy resistance in patients with nodal DLBCL.

    Introduction

    Diffuse large B-cell lymphomas (DLBCLs) are the most frequent type of non-Hodgkin lymphoma (NHL) and account for 40% of adult NHL.1 DLBCLs are potentially curable with multiagent chemotherapy, but the disease proves fatal in approximately 50% of patients. The International Prognostic Index (IPI) is used to categorize patients into low- and high-risk groups.2 Still, clinical outcome in the individual patient remains unpredictable. It is probable that in patients with fatal outcomes, the tumor cells are intrinsically resistant to chemotherapy-induced cell death because chemotherapy fails to induce complete tumor remission in most of them.

    Many studies have shown that the cell death-inducing effect of chemotherapy depends on the induction of apoptosis and that disruption of the apoptosis signaling cascade may thus be an important cause for chemotherapy resistance.3,4 Two major apoptosis pathways have been described,5 a stress-induced caspase 9-mediated pathway and a death receptor-induced caspase 8-mediated pathway (Figure 1).6,7 The stress-induced pathway is activated by p53 after DNA damage and is preferentially involved in chemotherapy-induced cell death.8 The stress-induced pathway can be inhibited at many levels. The most potent inhibitors of this pathway appear to be Bcl-2 and the X-linked inhibitor of apoptosis (XIAP).5,9-11

    The caspase 8-mediated pathway can be triggered by ligation of specific death receptors by FAS ligand, tumor necrosis factor- (TNF-), and TNF-related apoptosis-inducing ligand (TRAIL), also known as Apo2 ligand (Apo2L). In addition, spontaneous apoptosis observed during the follicle center cell reaction is primarily mediated by caspase 8 activation.12,13 An important regulator of this pathway is cellular FLICE inhibitory protein (c-Flip).14-17 Expression of c-Flip was previously detected in Hodgkin and Reed-Sternberg cells in almost all Hodgkin lymphoma biopsy specimens.18,19

    Both pathways induce apoptosis by the activation of caspase 3 and possibly other effector caspases. We have previously demonstrated that apoptosis in B-cell lymphomas indeed always involves the activation of caspase 3.20

    In this study we investigated whether the inhibition of caspase 8- or caspase 9-, or both, mediated apoptosis signaling pathways is related to clinical response to chemotherapy and to eventual clinical outcome in patients with primary nodal DLBCL. To determine the status of the caspase 8-mediated pathway, c-Flip expression and caspase 3 and caspase 8 activation levels were used, whereas the status of the caspase 9-mediated pathway was determined by expression levels of Bcl-2 and XIAP.

    Furthermore, we investigated whether differences in these immunohistochemically determined apoptosis profiles were related to clinical characteristics included in the IPI and to the recently described germinal center B cell-like (GCB) versus non-GCB-like phenotype.21-23

    Patients, materials, and methods

    Patient selection and clinical characteristics

    Patients with primary nodal DLBCL (n = 80) were selected from the files of the Comprehensive Cancer Center Amsterdam (diagnosed between 1986 and 1998), the Department of Pathology of the University Hospital Nijmegen (diagnosed between 1991 and 1999), and the Department of Pathology of the Leiden University Medical Center (diagnosed between 1991 and 2000), The Netherlands. The only selection criteria were availability of paraffin-embedded material and clinical follow-up data. Patients were reclassified according to the World Health Organization (WHO) classification.24 To include only patients with primary nodal DLBCL, those with extranodal disease (localized stage IE or IIE disease) were excluded.25 At first presentation, the extent of the disease was determined through physical examination, serum lactate dehydrogenase (LDH) concentration, full blood count, bone marrow aspirate and biopsy, chest x-ray, and computed tomography of chest, abdomen, and pelvis. From the medical records, the following characteristics were noted: age at diagnosis, sex, Ann Arbor stage at presentation, therapy, achievement of complete remission, occurrence of relapses, and cause of death. The International Prognostic Index (IPI) score was determined, as described previously.2 The institutional review board of the VU Medical Center approved the study. Informed consent was provided according to the Declaration of Helsinki.

    Detection of pro-caspase 3 and active caspase 3, cleaved PARP-1/p89, active caspase 8, c-Flip, Bcl-2, XIAP, CD-10, Bcl-6, and MUM1

    Immunohistochemistry. Three-micrometer-thick sections from the paraffin-embedded biopsy specimens were stained with the following antibodies: polyclonal rabbit antiactive caspase 3, polyclonal rabbit antiactive caspase 8 (both Cell Signaling Technology, Beverly, MA), monoclonal mouse anti-c-Flip (clone NF6; Alexis, Lausen, Switzerland), mouse anti-Bcl-2 (clone 124; DakoCytomation, Glostrup, Denmark), mouse anti-XIAP (clone 2F1; MBL, Nagoya, Japan), mouse anti-CD10 (clone 56C6; Monosan, Uden, The Netherlands), mouse anti-Bcl-6 (clone PG-B6p; DakoCytomation), and mouse anti-MUM1 (clone MUM1p; DakoCytomation). For pro-caspase 3, the polyclonal rabbit anti-pro-caspase 3 (CPP32; DakoCytomation) was used, and the polyclonal rabbit anti-p89 (Promega, Madison, WI) was used to detect the cleaved fragment form of PARP-1.26,27

    Antibodies required antigen retrieval in citrate buffer (10 mM, pH 6.0) for pro-caspase 3, active caspase 3, Bcl-2, XIAP, and Bcl-6. Antigen retrieval in Tris EDTA (ethylenediaminetetraacetic acid) buffer (10 mM/1 mM, pH 9.0) was required for p89, c-Flip, CD10, and MUM1. After antigen retrieval, antibodies were incubated for 1 hour at room temperature or were incubated overnight (active caspase 3, c-Flip, Bcl-2, and XIAP). The catalyzed reported deposition (CARD) method (DakoCytomation) was used to detect pro-caspase 3 and Bcl-2. For active caspase 3, p89, active caspase 8, c-Flip, XIAP, CD10, Bcl-6, and MUM1, a standard, highly sensitive EnVision horseradish peroxidase system (DakoCytomation) was used. Visualizations were performed using diaminobenzidine (DAB) as chromogen. Nonneoplastic lymphoid tissues served as positive control for all tested antibodies. For c-Flip detection, 5 classical Hodgkin lymphomas were also included as positive controls.

    Double-staining procedures. To determine whether active caspase 3 and PARP-1/p89-positive cells in DLBCL are indeed neoplastic cells, double stainings were performed in 5 patients for active caspase 3 and CD20 and for PARP-1/p89 and CD20. Antibodies against active caspase 3 and PARP-1/p89 were rabbit antibodies mixed with mouse anti-CD20 antibody (clone L26, mouse IgG2a; DakoCytomation) in appropriate concentrations and were incubated for 1 hour. Both secondary antibodies—biotinylated polyclonal donkey-antirabbit (Jackson ImmunoResearch Laboratories, West Grove, PA) and alkaline phosphatase-labeled goat antimouse IgG2a (Southern Biotechnology, Birmingham, AL)—were mixed and incubated for 30 minutes. Active caspase 3 and PARP-1/p89 were detected after amplification with the sensitive CARD method (DakoCytomation). Active caspase 3- and PARP-1/p89-positive staining were visualized with DAB. CD20+ staining was visualized with naphthol as MX phosphate and fast-blue BB phosphate. Negative controls included simultaneously processed slides with omission of the primary antibodies. Images were obtained using a Leica DM 4000 B microscope equipped with a 63 x/0.75 objective lens and a Leica DC 500 digital imaging system. Postprocessing and white balancing were done with Adobe Photoshop 7.0 (San Jose, CA).

    Quantification of active caspase 3- and cleaved PARP-1/p89-positive cells. Percentages of active caspase 3- and cleaved PARP-1/p89-positive tumor cells were quantified using a commercially available interactive video overlay-based measuring system (Q-PRODIT; Leica, Cambridge, United Kingdom), as described previously.28,29 In the selected areas, up to 150 fields of vision were screened, and within these fields at least 75 to 100 tumor cells were counted. To avoid counting macrophages with phagocytosed apoptotic debris, only cells with nuclear staining or with nuclear and cytoplasmic staining were counted.

    Quantification of c-Flip, Bcl-2, XIAP, and pro-caspase 3. c-Flip, Bcl-2, XIAP, and pro-caspase 3-positive tumor cells were evaluated semiquantitatively as percentages of all tumor cells. For Bcl-2, XIAP, and pro-caspase 3, reactive lymphocytes served as internal positive control. For c-Flip expression, endothelial cells served as an internal positive control while GCB cells in hyperplastic tonsils served as an external positive control.18 All stainings were analyzed independently by 2 observers. If they disagreed, the observers reanalyzed the staining results until they reached a consensus.

    Functional analysis of sensitivity to chemotherapy-induced apoptosis. Sensitivity to chemotherapy-induced apoptosis was performed as described elsewhere (S.A.G.M.C., C.J.L.M.M., Kitty C. M. Castricum, Petra Niesten, J.J.F.M., G.J.O., W.V., Marcel J. Flens, and J.J.O., manuscript in preparation). Briefly, isolated lymphoma cells of 6 prospectively collected DLBCL samples were incubated for 4 hours with 25 μM etoposide (VP16; Sigma, St Louis, MO) after negative selection using superparamagnetic Dynabeads coated with CD3 antibodies (Dynal, Wirral, United Kingdom). Caspase 3-like effector caspase activity was determined in isolated lymphoma cells using a fluorometric homogeneous caspase assay (Roche, Mannheim, Germany), according to the manufacturer's instructions in 1E5 cells. Sensitivity to etoposide-induced apoptosis was determined as the ratio between etoposide-induced caspase activation and untreated samples. Experiments were performed in triplicate.

    Classification in GCB or non-GCB subtypes according to expression of CD10, Bcl-6, and MUM1. Patients were categorized as GCB or non-GCB cell subtype according to the algorithm recently published by Hans et al23 using the same cut-off values for the different markers. Briefly, patients were assigned to the GCB group if CD10 alone or if both CD10 and Bcl-6 were positive. If both CD10 and Bcl-6 were negative, the patient was assigned to the non-GCB subgroup. In the remaining Bcl-6-positive, CD10-negative patients, expression of MUM1 determined GCB phenotype. MUM1-negative patients were assigned to the GCB subgroup, and MUM1-positive patients were assigned to the non-GCB subgroup.

    Analysis of clinical data

    Survival time was measured from time of initial diagnosis until death, with or without disease, or until the end of follow-up. Analysis of disease-free survival time was performed only for patients who achieved complete remission and was measured from time of initial diagnosis until diagnosis of relapse.

    Survival curves were constructed according to the Kaplan-Meier method. Differences between the curves were analyzed using the log-rank test. Multivariate analysis for overall survival time was performed using the Cox proportional hazards model.30 Multivariate analysis for the chance to reach complete remission was performed by log linear regression analysis using the Wald test. Qualitative variables were analyzed by the Pearson 2 test or by the Fisher exact test, when appropriate. The Kruskal-Wallis test was used to compare group means, and the Spearman test was used to test correlations between different variables. All P values were based on 2-tailed statistical analysis, with P < .05 considered significant. Analyses were performed using SPSS statistical software (version 10.1; SPSS Inc, Chicago, IL). The optimal cut-off value for the percentage of active caspase 3-, p89, Bcl-2-, and XIAP-positive tumor cells was determined using 2 methods: (1) log-rank test, testing the prognostic value for each possible cut-off point (eg, 1%, 2%, 3%) for active caspase 3 and p89 and (eg, 10%, 20%, 30%) for c-Flip, Bcl-2 and XIAP; and (2) Cox regression analysis, including all points as categorical variables. Both methods gave identical results.

    Results

    Patient characteristics

    Spontaneous caspase 3 activity correlates with PARP-1 cleavage and caspase 8 activation and varies strongly among lymphomas

    In all patients tested (n = 80), active caspase 3-positive cells were observed, displaying a mainly nuclear staining pattern usually in cells with morphologic features of apoptosis (Figure 2A). The percentage of active caspase 3-positive tumor cells ranged from less than 1% to 17%, with a median of 3.5%. As in our previous study,20 the number of active caspase 3-positive tumor cells correlated strongly with the number of PARP-1/p89-positive tumor cells (Spearman correlation, R = 0.87; P < .001), suggesting proper functioning of active caspase 3 (Figure 2B). Using double-staining procedures, we found in all patients tested (n = 5) that staining for active caspase 3 and PARP-1/p89 was largely restricted to CD20+ tumor cells (Figure 2C-D). To investigate whether caspase 3 activation correlates with caspase 8 activation, we stained for active caspase 8- in 10 patients with high numbers of active caspase 3 and in 10 patients with low numbers of active caspase 8-positive cells. Although slightly less intense, the staining was highly comparable to that of active caspase 3-positive cells in all patients, demonstrating primarily nuclear staining in cells with apoptotic morphology (Figure 2E). In all tested patients (n = 20), numbers of active caspase 8-positive cells were similar to the numbers of active caspase 3- and PARP-1/p89-positive cells.

    Expression of c-Flip, Bcl-2, XIAP, and pro-caspase 3

    c-Flip expression was found in 24 of 69 (35%) patients with interpretable data. In positive patients, c-Flip expression was detected as cytoplasmic staining in a maximum of 30% of the neoplastic cells (Figure 3A). In addition, Bcl-2 and XIAP were detected as cytoplasmic staining (Figure 3B-C). Bcl-2 expression was detected in 63 of 79 patients with interpretable data. In positive patients, the percentage of Bcl-2-positive tumor cells ranged from 5% to 100%; the median was 80%. XIAP expression was observed as granular cytoplasmic staining in 49 of 73 patients with interpretable data. In positive patients, the percentage of XIAP-positive tumor cells ranged from 10% to 100%; the median was 20%. Pro-caspase 3 was detected in all patients with DLBCL, consistent with previous studies.20,32

    Survival analysis of active caspase 3, c-Flip, Bcl-2, and XIAP

    When tested individually, all 4 markers demonstrated prognostic value, as determined by the log-rank test for prediction of overall survival time and by the 2 test for the chance to reach complete remission (Table 2). In addition, Cox regression analysis was used to determine the prognostic value of percentages of active caspase 3-positive tumor cells when entered as a continuous variable. Using this method, we found that the prognosis declined with increasing percentages of active caspase 3-positive cells (P = .01). The threshold giving the greatest discriminative power was found to be 5%. For c-Flip, the threshold with the greatest discriminative power was found when patients were considered negative or positive, irrespective of the number of positive cells. Using log-rank and Cox regression analyses, the threshold with the greatest discriminative value for Bcl-2 and XIAP was found to be 50%. The prognostic value of percentages of active caspase 3-positive cells, c-Flip, Bcl-2, and XIAP expression were independent of the IPI score and of the GCB profile. Multivariate regression analysis using the Wald test showed that the percentage of active caspase 3-positive cells and Bcl-2 expression remained independent prognostic predictors for the chance to reach complete remission.

    Patients with high percentages of active caspase 3-positive cells are c-Flip negative and express Bcl-2, XIAP, or both

    A strong relation between percentages of active caspase 3-positive cells and expression of apoptosis-inhibiting proteins was observed (Table 3). Expression of c-Flip was predominantly found in patients with few active caspase 3-positive tumor cells.3 In contrast, patients with high percentages of caspase 3 activation always expressed Bcl-2 or XIAP, or both (Table 3). Based on these results, patients were divided into 3 groups (Table 4). Because caspase 3 activity closely correlated with caspase 8 activity, all patients with low numbers of active caspase 3-positive tumor cells were assigned a caspase 8 inhibition profile, including lymphomas, without expression of c-Flip (n = 26).

    Inhibition of apoptosis-mediated pathways is a frequent event and strongly predicts response to chemotherapy and clinical outcome

    When patients were divided according to the immunohistochemical apoptosis profile in the 3 groups described in Table 4, strong differences in clinical outcome were observed (Table 5; Figure 4). Patients with the caspase 8 inhibition profile always achieved complete remission. Only 1 patient experienced relapse, and none of the patients died. This is in contrast to the group of patients with the caspase 9 inhibition profile. Only 9 of 24 patients achieved complete remission, and 19 patients died within 3 years of diagnosis. Unexpectedly, patients with immunohistochemical evidence of inhibition of both pathways fared significantly better than did patients with only caspase 9 inhibition (log-rank test, P = .01). Most of these patients achieved complete remission but then experienced relapse, usually with fatal outcome. Thus, grouping according to immunohistochemical apoptosis profile strongly predicted the chance to achieve complete remission (2 test, P < .001) and overall survival time (log-rank test, P < .0001). Patients with the caspase 9 inhibition profile also tended to experience relapse more frequently than did patients without this profile. Apoptosis profile was not related to IPI score (Table 5) and did retain its prognostic power for low/low-intermediate and intermediate-high/high IPI groups, respectively (Figure 5A-B). However, in patients with low/low-intermediate IPI scores, no difference was found between those with inhibition of both pathways and those with inhibition of only the caspase 9-mediated pathway.

    Immunohistochemical apoptosis profiling correlates with in vitro-determined sensitivity to etoposide-induced apoptosis

    To investigate whether the immunohistochemical apoptosis profile correlates with functional sensitivity to chemotherapy-induced apoptosis, we tested 6 prospectively selected patients with DLBCL. Indeed, the highest levels of etoposide-induced caspase 3 activation were observed in the 2 patients without immunohistochemical evidence of caspase 9 inhibition (Table 6). Moreover, high levels of etoposide-induced caspase activation correlated with the achievement of complete remission.

    Predictive power of GCB versus non-GCB immune phenotype is partly explained by association with inhibition of the caspase 9-mediated pathway

    Immunohistochemical analysis for CD10, Bcl-6, and MUM1 was performed in 68 patients to determine a GCB or a non-GCB profile. GCB phenotype was detected in 37% of patients; patients with GCB profiles fared significantly better than those with non-GCB profiles (P = .02). When the GCB profile was compared with the apoptosis profile, it appeared that the non-GCB profile demonstrated inhibition of the caspase 9 pathway more frequently than the GCB profile (Table 7; P = .05). Multivariate analysis for overall survival time, including IPI, apoptosis profile, and GCB profile, identified apoptosis profile as the strongest prognostic marker. IPI score and GCB profile did not add significant prognostic information.

    Discussion

    In this study, we have shown that expression profiles of apoptosis-inhibiting proteins have different effects on clinical outcome in patients with DLBCL. Low percentages of active caspase 3-positive tumor cells and expression of c-Flip are related to favorable outcomes, whereas expression of Bcl-2 and XIAP are strongly related to unfavorable outcomes. When all results were included in 1 model (Figure 1), we found that a caspase 8 inhibition profile predicted a highly favorable clinical outcome whereas a caspase 9 inhibition profile was strongly predictive of poor response to chemotherapy and overall survival time. In multivariate analysis, the prognostic power of the apoptosis profile was independent of and stronger than the prognostic power of the IPI score and the GCB profile.

    DLBCL originates from GCB cells12 that normally undergo spontaneous caspase 8-mediated apoptosis in the absence of high-affinity B-cell receptors.12,13 Inhibition of spontaneous apoptosis in these GCB cells depends on continuous expression of c-Flip.14-17 Because antigenic stimulation is not necessary to sustain tumor growth in DLBCL, inhibition of the caspase 8-mediated pathway by c-Flip would provide these cells with a strong growth advantage. Indeed we found that patients with c-Flip-positivity demonstrated low levels of spontaneous caspase 3 and caspase 8 activation. None of the commercially available c-FLIP antibodies allowed discrimination between the long and short splice forms of c-FLIP, which is important given that c-FLIPS exerts an apoptosis inhibitory signal whereas c-FLIPL expression may exert proapoptotic and antiapoptotic effects.33,34 However, Mathas et al19 demonstrated that the c-FLIP expression detected in Hodgkin lymphoma does result in the inhibition of caspase 8-mediated apoptosis. Moreover, the strong correlation we observed between c-Flip expression and low levels of caspase 3 and caspase 8 activation suggested that in DLBCL c-Flip expression results in the inhibition, not the induction, of caspase 8-mediated apoptosis. Apparently, inhibition of only this caspase 8-mediated pathway does not interfere with chemotherapy-induced cell death because patients respond favorably to chemotherapy. This is consistent with the notion that chemotherapy-induced cell death involves primarily the caspase 9-mediated pathway.9

    Our findings that the caspase 9 inhibition profile in DLBCL is strongly associated with a poor response to therapy provide further proof for this notion. Expression of Bcl-2 has previously been linked to poor prognosis in DLBCL patients.35-37 The percentage Bcl-2-positive cases was relatively high compared with the study by Barrans et al,36 who used the same cut-off value for Bcl-2 we used. In the studies by Hermine et al35 and Kramer et al,37 DLBCLs were grouped in 3 Bcl-2-expressing categories, making their data more difficult to compare with our data. However, in all these studies, Bcl-2 expression provided strong IPI-independent prognostic information, similar to our results. In addition, we have shown for the first time that the expression of XIAP, reported in several types of lymphoma and lymphoma cell lines,38-41 is related to poor clinical outcome in these patients. Selective inhibition of only the caspase 9-mediated pathway may explain the paradoxical observation that many patients with expression of Bcl-2, XIAP, or both demonstrate high levels of spontaneous apoptosis (Figure 3B-C). Furthermore, it suggests that in these patients, caspase 8-induced activation of caspase 3 does not depend on activation of the caspase 9-mediated pathway through truncation of the proapoptotic Bcl-2 family member Bid42 (Figure 1).

    Combination therapy with rituximab and CHOP has been shown to be more effective than therapy with CHOP alone for treating elderly patients with DLBCL.43 In addition, it was found that Bcl-2-positive patients benefit especially from this combination therapy,44 suggesting that rituximab-induced cell death is independent of the caspase 9-mediated pathway and that the apoptosis profile should also predict response to rituximab. This topic is the subject of a new prospective study. Of note, none of the patients studied here had been treated with a rituximab-containing regimen.

    Immunohistochemical apoptosis profiles correlated well with our functional analysis of apoptosis sensitivity. In isolated lymphoma cells from a restricted number of patients, we demonstrated that DLBCL patients with caspase 9 inhibition profiles were more resistant to chemotherapy-induced apoptosis than were patients with caspase 8 inhibition profiles (Table 6).

    Surprisingly, patients with DLBCL with caspase 9-only inhibition profiles fared significantly worse, especially in the intermediate high/high IPI group, than patients with caspase 8 and caspase 9 inhibition profiles. Our data cannot explain these observations, but they suggest the existence of additional apoptosis-inhibiting factors, such as loss of apoptosis-activating factor-1 (Apaf-1),45 in patients with chemotherapy-refractory lymphoma with caspase 8 and caspase 9 inhibition profiles. We are investigating the existence of these putative additional factors using microarray expression analysis.

    Recently, it has been shown that expression patterns of DLBCL separate GCB from non-GCB DLBCL by mRNA expression profiling and immunohistochemical analysis.21,23 We were able to confirm the data of Hans et al23 because our patients with GCB-like DLBCL had significantly better prognoses than those with non-GCB like DLBCL. Interestingly, patients with non-GCB-like profiles more often displayed caspase 9 inhibition profiles (P = .05; Table 7), providing a possible explanation for their less favorable prognoses.

    This is in accordance with the microarray results of Alizadeh et al,21 who also identified Bcl-2 and c-Flip among the class-predicting genes between GCB and activated B-cell DLBCL.46 Only the strong contribution of Bcl-2, but not of c-Flip to the prognostic power of microarray analysis was confirmed in the recent study by Lossos et al.47 Supervised clustering analysis of microarray expression data by Shipp et al48 did not identify c-FLIP, Bcl-2, or XIAP as an informative marker but did identify other useful apoptosis-regulating genes. Although microarray analysis is a powerful tool to identify prognostic markers, the clustering algorithms used group genes according to similar expression profiles and as yet do not allow characterization of the functional status of signaling pathways. This limits the comparability of microarray data to our model-based analysis. Future clustering algorithms based on analysis of specific signaling pathways, such as the model published by Fussenegger et al,49 might identify all involved apoptosis-regulating genes, possibly providing better prediction of response to therapy.

    Our observation that some chemotherapy-refractory DLBCLs have an apparently intact caspase 8-mediated pathway can be used to specifically trigger the caspase 8 pathway by TRAIL/Apo2L.50,51 This strategy has been shown previously to be feasible in therapy-refractory multiple myeloma cells.52 Thus, TRAIL/Apo2L might offer an alternative treatment for some patients with chemotherapy-resistant DLBCL. Studies determining the sensitivity of DLBCL cells to TRAIL/Apo2L are under way.

    We conclude that all patients with primary nodal DLBCL demonstrate immunohistochemical evidence suggestive of caspase 8 and/or caspase 9 inhibition and that a caspase 8 inhibition-only profile predicts a highly favorable clinical outcome whereas a caspase 9 inhibition-only profile strongly predicts poor clinical response to therapy. The possibly intact caspase 8-mediated pathway in some chemotherapy-refractory DLBCL presents an opportunity for treatment with death receptor triggering therapies, including TRAIL/Apo2L.

    Acknowledgements

    We thank Prof Dr R. Willemze, Dr L. H. Siegenbeek van Heukelom, Dr M. A. MacKenzie, and Dr. M. J. Flens for their help in collecting clinical data and fresh lymphoma biopsy specimens.

    Footnotes

    Prepublished online as Blood First Edition Paper, December 2, 2004; DOI 10.1182/blood-2004-07-2716.

    Supported by the Dutch Cancer Foundation (grant VU 2003-2818).

    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 U.S.C. section 1734.

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