Purpose:

One third of patients with diffuse large B-cell lymphoma (DLBCL) succumb to the disease partly due to rituximab resistance. Rituximab-induced calcium flux is an important inducer of apoptotic cell death, and we investigated the potential role of calcium channels in rituximab resistance.

Experimental Design:

The distinctive expression of calcium channel members was compared between patients sensitive and resistant to rituximab, cyclophosphamide, vincristine, doxorubicin, prednisone (RCHOP) regimen. The observation was further validated through mechanistic in vitro and in vivo studies using cell lines and patient-derived xenograft mouse models.

Results:

A significant inverse correlation was observed between CACNA1C expression and RCHOP resistance in two independent DLBCL cohorts, and CACNA1C expression was an independent prognostic factor for RCHOP resistance after adjusting for International Prognostic Index, cell-of-origin classification, and MYC/BCL2 double expression. Loss of CACNA1C expression reduced rituximab-induced apoptosis and tumor shrinkage. We further demonstrated direct interaction of CACNA1C with CD20 and its role in CD20 stabilization. Functional modulators of L-type calcium channel showed expected alteration in rituximab-induced apoptosis and tumor suppression. Furthermore, we demonstrated that CACNA1C expression was directly regulated by miR-363 whose high expression is associated with worse prognosis in DLBCL.

Conclusions:

We identified the role of CACNA1C in rituximab resistance, and modulating its expression or activity may alter rituximab sensitivity in DLBCL.

Translational Relevance

B cells express a wide and diverse pool of ion channels, including components of the Cav1 subfamily of voltage-gated L-type calcium channels. L-type calcium channels can be manipulated by many small molecules and are capable of mediating calcium influx, which is required to trigger apoptosis. Crosslinking of CD20 molecules by rituximab can induce calcium influx leading to apoptosis. In this study, we identified the role of L-type Cav 1.2 Calcium Channel-α-1C (CACNA1C) in regulating response to rituximab in diffuse large B-cell lymphoma. These observations provide a rationale that modulating L-type Cav1.2 calcium channel may increase the clinical efficacy of rituximab. Actually, more attention has now been paid to calcium channels due to their involvement in the proliferation and invasion of cancer cells and their potential modulation by pharmaceuticals.

Diffuse large B-cell lymphoma (DLBCL) is the most common type of non-Hodgkin lymphoma characterized by distinct genetic abnormalities, biological features, and prognosis (1, 2). The addition of rituximab, a humanized chimeric anti-CD20 monoclonal antibody, to the standard CHOP chemotherapy (RCHOP) has significantly improved overall survival (OS) of DLBCL patients (3). However, 30% to 40% of patients experience incomplete response during treatment or progression after the completion of RCHOP treatment (4). Salvage therapy and/or autologous stem cell transplantation do not improve the dismal prognosis, especially in patients with prior rituximab treatment and early relapse (5). It is often regarded that rituximab resistance plays a vital role in treatment failure, thus requires further understandings to improve clinical efficacy of rituximab. Rituximab induces cell death via antibody-dependent cell-mediated cytotoxicity (ADCC), complement-dependent cytotoxicity (CDC), direct apoptotic signaling, and possible vaccinal effects (6). It can inhibit the expression of the antiapoptotic genes BCL2/BCL-XL by downregulating the survival pathways (refs. 7–9; i.e., p38MAPK, NF-κB, ERK 1/2, and PI3K-AKT). The resistance to rituximab is either tumor-intrinsic (i.e., loss of CD20 expression; ref. 10) and/or host-associated factors (FcRIII-α polymorphism at amino acid position 158) that inhibit ADCC action (11). Novel anti-CD20 antibodies (e.g., Obinutuzumab) have been developed to exceed rituximab action (12, 13), but with limited improvement for DLBCL prognosis.

CD20 belongs to the MS4A gene family, having a tetraspanning membrane structure with an N- and C-terminal cytoplasmic domain involved in B-cell proliferation (14). CD20 has been considered as a component of a cell-surface calcium channel or as a direct regulator of calcium channel activity (15, 16). Calcium channels/pumps located in the plasma membrane and subcellular organelles can modulate intracellular calcium signaling. Crosslinking of CD20 molecules by rituximab induces a redistribution of CD20 molecules to lipid rafts at the plasma membrane and calcium influx leading to apoptosis (17). The increased intracellular calcium induced by rituximab was demonstrated to depend on the calcium channel at the plasma membrane, rather than those at the endoplasmic reticulum (18). CD20 deficiency significantly reduced ligation-induced intracellular calcium responses (19). However, CD20-deficient B cells presented incomplete blockade of calcium responses (14), which reflect the possibility that other calcium channels may participate in regulating calcium influx.

B lymphocytes express a wide and diverse pool of ion channels, including components of the Cav1 subfamily of voltage-gated L-type calcium channels (VGCC) which are signature molecules of excitable cells (20, 21). L-type calcium channels are composed of five subunits, including α1, α2/δ, β, and γ. There are four different pore-forming α1 subunits, Cav1.1 to 1.4, being encoded by calcium channel alpha 1S (CACNA1S), CACNA1C, CACNA1D, and CACNA1F genes, which mediate L-type currents and contain drug-binding sites. Its other subunits primarily modify channel gating or affinity, being encoded by CACNA2D1-4, CACNB1-4, and CACNG1-8. These channels in B lymphocytes were proven to play roles on calcium influx and cell proliferation by inhibitors of L-type channels (22). Indeed, L-type calcium channels can be manipulated by small molecules and are capable of mediating long-lasting calcium influx, which are required in triggering apoptosis (23). We hypothesized that enhancing calcium influx of B lymphoma cells may increase clinical efficacy of rituximab. In the current study, we have tested the role of L-type calcium channels in modulating rituximab-induced apoptosis and resistance to initial therapy in DLBCL, and identified critical role of CACNA1C expression in DLBCL prognosis. Furthermore, the biological role of CACNA1C was investigated using in vitro, in vivo lymphoma models, which demonstrated direct association of CD20 with CACNA1C in plasma membrane and also regulation of CACNA1C expression by prognostically relevant miR-363 in DLBCL (24).

Patients and cell lines

The study was carried out in a retrospective series of 48 DLBCL cases with cryopreserved tissues and 63 cases with formalin-fixed paraffin-embedded tissues. Basic clinical characteristics of patients are presented in Table 1. The diagnosis of DLBCL was confirmed by at least two pathologists in accordance to the World Health Organization classification (25). All patients were treated with the RCHOP regimen, and involved-field radiotherapy was performed as consolidation treatment in 5 cases in the primary therapy. Responses to treatment were evaluated by CT scans or PET/CT following the response criteria for lymphoma as defined by Cheson and colleagues (26). The study was reviewed and approved by hospital review boards with informed consent of the patients and was conducted in accordance with the Declaration of Helsinki. Another independent DLBCL cohort (27) was used to validate the findings.

Table 1.

Comparison of clinical characteristics between patients sensitive and resistant to RCHOP regimen

CharacteristicsResistance (n = 43)Sensitivity (n = 68)P value
Gender 
 Male, n (%) 20 (47) 32 (47) 0.955 
 Age, median (range, y) 41 (19–82) 47 (18–80) 0.195 
Performance status 
 ECOG score 0–1, n (%) 33 (77) 60 (88) 0.092 
Ann Arbor stage 
 I/II, n (%) 20 (47) 42 (62) 0.115 
LDH level 
 Normal, n (%) 23 (53) 44 (65) 0.239 
Number of extranodal involvement 
 More than 1, n (%) 5 (12) 6 (9) 0.630 
IPI score 
 Low/low-intermediate risk 0–2, n (%) 30 (70) 60 (88) 0.016 
Cell origin 
 Germinal-center B cell, n (%) 11 (26) 20 (29) 0.661 
CACNA1C expression, n (%) 19 (44) 52 (76) 0.001 
Double expression, n (%) 9 (21) 5 (7) 0.044 
CharacteristicsResistance (n = 43)Sensitivity (n = 68)P value
Gender 
 Male, n (%) 20 (47) 32 (47) 0.955 
 Age, median (range, y) 41 (19–82) 47 (18–80) 0.195 
Performance status 
 ECOG score 0–1, n (%) 33 (77) 60 (88) 0.092 
Ann Arbor stage 
 I/II, n (%) 20 (47) 42 (62) 0.115 
LDH level 
 Normal, n (%) 23 (53) 44 (65) 0.239 
Number of extranodal involvement 
 More than 1, n (%) 5 (12) 6 (9) 0.630 
IPI score 
 Low/low-intermediate risk 0–2, n (%) 30 (70) 60 (88) 0.016 
Cell origin 
 Germinal-center B cell, n (%) 11 (26) 20 (29) 0.661 
CACNA1C expression, n (%) 19 (44) 52 (76) 0.001 
Double expression, n (%) 9 (21) 5 (7) 0.044 

OCI-ly7, OCI-ly8, and OCI-ly3 DLBCL cell lines were cultured in IMDM (Gibco) with 10% FBS, 100 U/mL penicillin, 100 mg/mL streptomycin, and 0.2% beta mercaptoethanol (Invitrogen). These cell lines were gifted from Department of Pathology and Microbiology, University of Nebraska Medical Center. All of them were genotyped by short tandem repeat analysis and were confirmed to be negative for mycoplasma at the time of testing with the mycoplasma detection Kit (Lonza).

RNA isolation and gene expression profiling

Total RNA for gene expression profiling (GEP) was extracted using the Qiagen all prep RNA and DNA isolation Kit (Qiagen). We used HG-U133 plus 2 arrays (Affymetrix) for GEP, and RNA processing, hybridization, and image processing were performed according to the protocol described previously (28). The expression of miR-363 for these cases has been quantitated in a previous study (24).

qRT-PCR

For qRT-PCR, total RNA was isolated from tissues and cells using the miRNeasy Mini Kit (Qiagen). Note that 2 μg RNA was transcribed with the High Capacity cDNA Reverse Transcription Kits (ABI) according to the manufacturer's instructions. The qRT-PCR reactions were set up in triplicate using Brilliant II SYBR Green qPCR Master Mix (Toyobo) and ran on an ABI PRISM7300 Real-Time PCR system (Applied Biosciences) with the specific primers (Supplementary Table S1).

IHC assay

Indirect immunoperoxidase assays were performed on 5-μm-thick paraffin sections using antibodies against CACNA1C (Omnimabs, 1:100), CD20 (Abcam, 1:50), BCL2 (Abcam, 1:250), or C-MYC (Abcam, 1:250). Antigen retrieval was performed by high pressure heating for 1 minute in PH 6.0 buffer for CACNA1C and in PH 9.0 buffer for CD20, BCL2, and C-MYC. Both CACNA1C and CD20 were located at plasma membrane, and the positive one was defined to have more than 30% of lymphoma cells stained.

Flow cytometry assay

The cells were fixed with 80% methanol for 5 minutes and then permeabilized with PBST (0.2% Tween-20) for 20 minutes. The cells were incubated in 10% normal goat serum and followed by antibody against CACNA1C (Omnimabs, 1 μg/106 cells) for 30 minutes at 22°C. The goat anti-mouse IgG (H+L) antibody conjugated with FITC (ThermoFisher, 1:200) was added for 30 minutes at 22°C in the dark. The fluorochrome-conjugated antibody against CD20 (BD, 1:20) was incubated for 30 minutes at 22°C in the dark. Run and analyze on flow cytometry.

Apoptosis assay

After drug treatment, 1 × 106 cells were washed with PBS and resuspended in the 500 μL of 1 × binding buffer containing Annexin-V–PE (Calbiochem). After incubation for 15 minutes at room temperature in the dark, cells were pelleted and resuspended in 500 μL binding buffer containing 10 μL 7-AAD, and analyzed on a FACScan. The lower right-hand and the upper right-hand quadrant cells were considered apoptotic.

Immunofluorescence assay

After being cultured with or without rituximab (50 μg/mL), OCI-ly7 cells were incubated with antibodies against CD20 (Abcam, 1:50) and CACNA1C (Omnimabs, 1:50) at 4°C overnight. Then the secondary antibodies Alexa Fluor 647 (Thermo Fisher Scientific, 1:1,000) and Cy3 (Thermo Fisher Scientific, 1:1,000) were incubated in the dark for 1 hour at room temperature, following 1 μg/mL DAPI being incubated in the dark for 1 minute. Finally, samples were added a drop of Dako fluorescence mounting medium (Dako) and mounted with coverslips. Images were collected with Nikon confocal microscope system.

Calcium flux assay

OCI-ly3 and OCI-ly7 cells were suspended at a density of 1 × 106 cells/mL with the Hank's Balanced Salt Solution (HBSS) containing 1% BSA(W/V), and 2 μmol/L Fluo-4 AM was dispatched into the 5 mL Falcon cytometry tubes for 30 minutes at 37°C in the dark. After being washed twice with HBSS, the cells were resuspended in saline solution containing 10 mmol/L HEPES, 1 mmol/L Na2HPO4, 137 mmol/L NaCl, 5 mmol/L KCl, 1 mmol/L CaCl2, 0.5 mmol/L MgCl2, 5 mmol/L Glucose, and 0.1% BSA(W/V). After adding 50 μg/mL rituximab, calcium flux assays were performed on the Becton-Dickinson FACS AriaII flow cytometry. The Fluo-4 bound cytoplasmic free calcium and emitted a green fluorescence (peak at 526 nm) detected using FL1.

Western blotting assay

Total proteins were extracted with NP40 lysis buffer (Beyotime). Western blotting assay was carried out using standard protocols with antibodies against CACNA1C (Omnimabs, 1:500), CACNA1D (Omnimabs, 1:200), CACNA1F (Abcam, 1:1,000), CACNA1S (Abcam, 1:2,000), and CD20 (Abcam, 1:2,000). Protein bands were visualized using the enhanced chemiluminescence system (Millipore) according to the manufacturers instruction.

Coimmunoprecipitation

Total proteins from OCI-ly7 cells were extracted with NP40 lysis buffer (Beyotime). Anti-CD20 antibody (Abcam, 1:50) or control immunoglobulin (anti-IgG; Santa Cruz Biotechnology, 1:250) was incubated with cell lysate. Antigen–antibody complex was slowly shaken on rotating shaker overnight at 4°C followed by protein A/G PLUS-Agarose (Santa Cruz Biotechnology, 20 μL/500 μL) incubation for 3 hours at 4°C. The pellets were washed 3 times with NP40 lysis buffer (Beyotime). The pulled-down proteins were examined by Western blotting as described above.

Construction of CACNA1C shRNA and miR-363 lentiviral vectors and transduction

The shRNA to suppress the expression of CACNA1C was inserted into the Plk0.1-puro vector digested by AgeI/EcoRI according to the manufacturers instruction. The lentiviral vector of miR-363 was generated after BamHI/EcoRI cloning and under the control of the Ubc promoter (Supplementary Fig. S1A).

293T cells were transfected with 12 μg of plasmid containing the desired construct and 8 μg of packing vector pSPAX2 and 4 μg of envelope vector pMD2G in a 10 cm dish for the production of lentivirus. After 48 hours, culture supernatant was filtered through the 0.45 μm filter and virus concentrated with PEG 6000 method. Lymphoma cells were incubated with the virus preparation overnight, and the culture medium was replaced with 2 mL fresh medium. We used puromycin (2 μg/mL) to select infected cells.

CRISPR/Cas9 system to knock out miR-363

The single-guide RNA (sgRNA) was designed nearest to the seed region of miR-363-3p and inserted into the pSpCas9 (BB)-2A-GFP (PX458) vector. A single-stranded DNA oligonucleotide (ssODN) of 99 bp was also designed in which the seed region of miR-363 (ATTGCAC) was replaced by EcoRI sequence (GAATTC). The sgRNA and ssODN were cotransfected into OCI-ly3 cell line using the Lonza Nucleofector system (Supplementary Fig. S1B). EGFP-positive cells were sorted by flow cytometry after transfection for 48 hours and then diluted into 96-well to generate single clones. All single clones were examined by DNA sequencing and qRT-PCR before further application.

Xenograft mouse model assay

Five- to 7-week-old SCID mice (Charles River) were injected with 1 × 107 OCI-ly7 cells that had been transduced with e-GFP or CACNA1C shRNA lentiviral vector, or DLBCL cells from patient sample in the posterior flank subcutaneously. When the tumor approached about 100 mm3, mice were randomly divided in groups of seven mice each. Saline (control), rituximab (25 μg/g), nimodipine (2 μg/g), Bay K8644 (2 μg/g), rituximab (25 μg/g) plus nimodipine (2 μg/g), and rituximab (25 μg/g) plus Bay K8644 (2 μg/g) were injected i.p. into patient-derived xenograft (PDX) mice once every other day for 10 times, respectively; saline (control) and rituximab (25 μg/g) were injected i.p. into OCI-ly7–derived mouse xenografts once every other day for 7 times. Tumor volume was measured every 3 days with a caliper and calculated using the formula: (Length × Width2) × 0.5. Animals were maintained in accordance with the principles of laboratory animal care under an Institutional Animal Care and Use Committee–approved protocol.

Statistical analysis

Statistical analyses were performed using the Statistical Software Package for the Social Sciences (SPSS version 13.0 for Windows) and TIGR TM4 software (version 4.8.1). OS and event-free survival (EFS) were estimated using the Kaplan–Meier method, and differences were assessed using the log-rank test. We used the probe sets (242973_at and 238636_at) for estimating the CACNA1C mRNA expression and rituximab efficacy association (Supplementary Fig. S2). Multivariate logistic regression examined the effect of CACNA1C mRNA expression on RCHOP resistance. Differences among groups were considered statistically significant at P values below 0.05 (*).

Inverse correlation between CACNA1C expression and RCHOP resistance

DLBCL patients treated with RCHOP regimen were divided into sensitive (n = 30) and resistant (n = 18) groups according to treatment response. Resistant patients were defined as not achieving complete remission or developing rapid disease progression (less than 6 months) after 6 to 8 cycles of RCHOP administration. Using GEP, we found that members of L-type calcium channel [i.e., CACNA1 (−C, −D, −F, −S), CACNA2 (−D1, −D2,D3, −D4), CACNB (−1, −2, −3, −4), CACNG (1 to 8)] were expressed in both sensitive and refractory subgroups. Of them only CACNA1C mRNA expression presented significant difference with lower levels in resistant patients (P = 0.009), whereas CD20 mRNA expression did not show significant difference (Fig. 1A; Supplementary Table S2). The CACNA1C expression was not significantly different between germinal center (GC) B-cell (n = 26) and non-GC B-cell (n = 22) subtypes (P = 0.797). Using IHC, we observed that loss of CACNA1C protein was significantly associated with RCHOP resistance (44% vs. 76%, P = 0.001; Table 1). Two cases which represented the distinctive expression were presented in Fig. 1B. Univariate analysis revealed the correlation of CACNA1C expression (P = 0.001), double expression (P = 0.044), and international prognostic index (IPI) score (P = 0.017) with resistant disease. Multivariate analysis showed the independent association of CACNA1C expression and IPI score with resistance, excluding double expression.

Figure 1.

CACNA1C expression and significance in DLBCL patients and normal B cells. A, The mRNA expression of CACNA1C was lower in rituximab-resistant patients compared with rituximab-sensitive patients (P = 0.009), whereas CD20 mRNA expression showed no correlation (P = NS). B, The protein expression of CACNA1C was negative in one case with rituximab resistance and positive in the other case with rituximab sensitivity, whereas CD20 protein expression was positive in both of them. C, In an independent DLBCL cohort, there was no significant difference in CACNA1C mRNA expression between GCB-DLBCL and ABC-DLCBL subtypes (P = NS). D, Of the normal B-cell subsets, centrocytes and plasmablast showed comparatively lower expression of CACNA1C. E, The patients with lowest quartile of CACNA1C expression showed inferior OS (HR = 1.974, P = 0.020).

Figure 1.

CACNA1C expression and significance in DLBCL patients and normal B cells. A, The mRNA expression of CACNA1C was lower in rituximab-resistant patients compared with rituximab-sensitive patients (P = 0.009), whereas CD20 mRNA expression showed no correlation (P = NS). B, The protein expression of CACNA1C was negative in one case with rituximab resistance and positive in the other case with rituximab sensitivity, whereas CD20 protein expression was positive in both of them. C, In an independent DLBCL cohort, there was no significant difference in CACNA1C mRNA expression between GCB-DLBCL and ABC-DLCBL subtypes (P = NS). D, Of the normal B-cell subsets, centrocytes and plasmablast showed comparatively lower expression of CACNA1C. E, The patients with lowest quartile of CACNA1C expression showed inferior OS (HR = 1.974, P = 0.020).

Close modal

The results were confirmed in an independent DLBCL cohort with RCHOP treatment (27). There was no correlation between CACNA1C expression and cell-of-origin classification (P = 0.94; Fig. 1C). Of the normal B-cell subsets, centrocytes and plasmablast cells showed comparatively lower expression of CACNA1C mRNA (Fig. 1D). When CACNA1C expression was divided into quartiles, the first quartile (Q1) with the lowest expression showed independent association with RCHOP resistance (OR = 2.897, P = 0.014). We also demonstrated the independent correlation of the lowest quartile of CACNA1C expression with inferiors OS (HR = 1.974, P = 0.020; Fig. 1E). Similar trends were observed with EFS analysis (HR = 1.686, P = 0.053). In patients treated by CHOP regimen, we did not observe the relation of CACNA1C expression with outcome (Supplementary Fig. S3).

Loss of CACNA1C expression leading to rituximab resistance

To demonstrate the significance of CACNA1C expression in rituximab resistance, we used three DLBCL cell lines OCI-ly3, OCI-ly7, and OCI-ly8 for in vitro assays, including qRT-PCR, flow cytometry, and Western blotting assays. A good concordance was observed between mRNA and protein expression for CACNA1C and CD20 with OCI-ly3 showing the lowest and OCI-ly7 showing the highest expression (Supplementary Fig. S4A–S4E). When these cell lines were treated with rituximab (50 μg/mL) for 48 hours, we observed a positive relationship between CACNA1C expression and rituximab sensitivity. As shown in Supplementary Fig. S4F–S4G, cell lines with high expression of CACNA1C produced significant apoptosis (27.59% ± 2.41% in OCI-ly7, 18.84% ± 2.63% in OCI-ly8) compared with low expressing cell line (1.54% ± 1.39% in OCI-ly3; P < 0.05).

To further validate mechanistically, we generated CACNA1C-deficient stable cell lines using shRNAs (sh1C-1 and sh1C-2) in OCI-ly7 and OCI-ly8 cell lines, which resulted in significant loss of CACNA1C protein expression, and observed significant decrease in percentage of apoptosis in transduced cells after rituximab treatment (OCI-ly7: 23.05% ± 2.12%, sh1C-1 9.85% ± 1.32%, P = 0.042; sh1C-2 3.70% ± 1.03%, P = 0.022; and OCI-ly8: 17.86% ± 2.32%, sh1C-1 4.80% ± 1.06%, P = 0.035; sh1C-2 4.84% ± 1.08%, P = 0.038; Fig. 2A and B). To validate the finding in vivo, xenografts mice models were established using transduced OCI-ly7 cell line (with and without sh1C-1 vector) and treated with rituximab. As expected, xenografts with control vector showed significant tumor shrinkage in tumor volume (P = 0.035) and weight (P = 0.024), whereas those with sh1C vector was not significantly reduced in tumor volume (P = 0.273) and weight (P = 0.278; Fig. 2C). These data suggested that loss of CACNA1C significantly reduced rituximab-induced tumor inhibition.

Figure 2.

The effect of CACNA1C downregulation on rituximab-induced apoptosis and tumor inhibition. A and B, The interference with shRNA to CACNA1C reduced the percentage of rituximab-induced cell apoptosis (P < 0.05) in OCI-ly7 and OCI-Ly8 cell line. C, In xenograft mice models of OCI-ly7 cell line, downregulation of CACNA1C by its shRNA obviously suppressed rituximab-induced tumor shrinkage in tumor volume and weight (P < 0.05).

Figure 2.

The effect of CACNA1C downregulation on rituximab-induced apoptosis and tumor inhibition. A and B, The interference with shRNA to CACNA1C reduced the percentage of rituximab-induced cell apoptosis (P < 0.05) in OCI-ly7 and OCI-Ly8 cell line. C, In xenograft mice models of OCI-ly7 cell line, downregulation of CACNA1C by its shRNA obviously suppressed rituximab-induced tumor shrinkage in tumor volume and weight (P < 0.05).

Close modal

Direct interaction of CACNA1C with CD20 during rituximab action

Using confocal microscopy, we observed that CD20 molecules located in the plasma membrane exhibited a gradual polarization (green light) after rituximab treatment at 0, 2, and 12 hours (Fig. 3A). CACNA1C molecule mainly confined to the plasma membrane with modest cytoplasmic and nuclear expression, and showed similar polarized distribution (red light) after rituximab treatment. The colocalization of CD20 and CACNA1C was observed in the merged image with overlapping distribution (yellow light) in the plasma membrane, which suggested possible interaction. To validate their interaction, CACNA1C protein was coimmunoprecipitated with either anti-CD20 or anti-IgG antibody after rituximab treatment of 2 hours in OCI-ly7 cells. CACNA1C protein was detected in anti-CD20 pull-down proteins, suggesting the association between CD20 and CACNA1C molecules (Fig. 3B).

Figure 3.

The interaction between CACNA1C and CD20 molecules during rituximab action. A, CD20 (green light) and CACNA1C (red light) molecules exhibited a similar polarized distribution after rituximab treatment of 0, 2, and 12 hours. Their overlapping distribution (yellow light) was captured in the plasma membrane in the merged phase. B, CACNA1C protein was detected in anti-CD20 pull-down protein using Western blot after rituximab treatment of 2 hours in OCI-ly7 cells. C, Knockdown of CACNA1C expression with transduced shRNAs did not affect CD20 mRNA levels, but downregulated CD20 protein expression. Other isoforms of α1 subunits, such as CACNA1D, CACNA1F, and CACNA1S, showed no obvious alteration. D, Proteasome inhibitor bortezomib (20 nmol/L) restored CD20 expression after administration of 6 hours in OCI-ly7 cells.

Figure 3.

The interaction between CACNA1C and CD20 molecules during rituximab action. A, CD20 (green light) and CACNA1C (red light) molecules exhibited a similar polarized distribution after rituximab treatment of 0, 2, and 12 hours. Their overlapping distribution (yellow light) was captured in the plasma membrane in the merged phase. B, CACNA1C protein was detected in anti-CD20 pull-down protein using Western blot after rituximab treatment of 2 hours in OCI-ly7 cells. C, Knockdown of CACNA1C expression with transduced shRNAs did not affect CD20 mRNA levels, but downregulated CD20 protein expression. Other isoforms of α1 subunits, such as CACNA1D, CACNA1F, and CACNA1S, showed no obvious alteration. D, Proteasome inhibitor bortezomib (20 nmol/L) restored CD20 expression after administration of 6 hours in OCI-ly7 cells.

Close modal

Because rituximab performs its action via the ligation with cell surface CD20 molecule, we further explored the role of CACNA1C in regulating rituximab action. Knockdown of CACNA1C expression in DLBCL cell lines downregulated CD20 protein expression without any significant change in CD20 mRNA levels (Fig. 3C). Other forms of α1 subunits, such as CACNA1D, CACNA1F, and CACNA1S, showed no obvious alteration, indicating the specific effect of CACNA1C on CD20 expression. When these cells were treated with the proteasome inhibitor bortezomib (20 nmol/L) for 6 hours, CD20 expression was restored suggesting that CACNA1C may play a role in proteasome-dependent CD20 degradation, thus affecting efficacy of rituximab (Fig. 3D).

Modulators of L-type calcium channel affecting rituximab efficacy

Because there was not a specific modulator of CACNA1C, antagonist (nimodipine) and agonist (Bay K8644) of pan-L-type calcium channel were used to evaluate the effect of on rituximab efficacy. We observed significant reduction of apoptosis in cell lines when treated with rituximab (50 μg/mL) and nimodipine (2 μmol/L) for 48 hours compared with rituximab alone (OCI-ly7: 26.02% ± 3.12% vs. 10.05% ± 1.25%, P < 0.01; OCI-ly8: 17.65% ± 1.54% vs. 1.89% ± 0.98%, P < 0.01). When rituximab combined with agonist Bay K8644 (10 nmol/L), significant increase in apoptosis was observed in the above cell lines (OCI-ly7: 26.02% ± 3.12% vs. 37.36% ± 3.18%, P < 0.01; OCI-ly8: 17.65% ± 1.54% vs. 35.02% ± 2.58%, P < 0.01), and even in OCI-ly3 cell line, which initially showed poor response to rituximab (1.54% ± 1.39% vs. 21.13% ± 4.39%, P < 0.01; Fig. 4A).

Figure 4.

The influence of L-type calcium channel modulators on rituximab-induced apoptosis and tumor suppression. A, The agonist of L-type calcium (Bay K8644) enhanced the rituximab-induced apoptosis, whereas the antagonist of L-type calcium channel (nimodipine) attenuated the rituximab-induced apoptosis (P < 0.01) in DLBCL cell lines. B, In PDX mouse models, rituximab combined with agonist (Bay K8644) markedly enhanced rituximab action (P < 0.05). Neither its combination with antagonist (nimodipine) nor modulators of L-type calcium channel alone showed obvious effect on tumor growth (P > 0.05).

Figure 4.

The influence of L-type calcium channel modulators on rituximab-induced apoptosis and tumor suppression. A, The agonist of L-type calcium (Bay K8644) enhanced the rituximab-induced apoptosis, whereas the antagonist of L-type calcium channel (nimodipine) attenuated the rituximab-induced apoptosis (P < 0.01) in DLBCL cell lines. B, In PDX mouse models, rituximab combined with agonist (Bay K8644) markedly enhanced rituximab action (P < 0.05). Neither its combination with antagonist (nimodipine) nor modulators of L-type calcium channel alone showed obvious effect on tumor growth (P > 0.05).

Close modal

Because rituximab-mediated calcium influx is a sensitive indicator of rituximab action, we measured the calcium influx with fluo-4-AM using flow cytometry after rituximab (50 μg/mL) treatment. We observed that the addition of rituximab resulted in significant increase in intracellular calcium ions in OCI-ly3 and OCI-ly7 cell lines. Expectedly, rituximab-mediated intracellular calcium ions were enhanced in cells treated with Bay K8644 for 2 hours, whereas it was reduced in cells treated with nimodipine for 2 hours. Ionomycin (2 μg/mL) was used as a positive control for calcium influx (Supplementary Fig. S5A). Neither nimodipine nor Bay K8644 treatment alone led to a significant alteration in intracellular calcium ions. Concurrently, we did not find the influence of nimodipine and Bay K8644 on CD20 expression after treatment of 24 and 48 hours in the study (Supplementary Fig. S5B).

We tested the action of these compounds in in vivo DLBCL PDX mice (Fig. 4B) and observed that rituximab combined with agonist (Bay K8644) markedly enhanced rituximab action, as estimated by tumor volume (P = 0.024) and weight (P = 0.012). Neither rituximab combination with antagonist (nimodipine) nor modulators of L-type calcium channel alone showed obvious effect on tumor growth.

MiR-363 epigenetically regulating the expression of CACNA1C

Target Scan, a computational algorithm, predicted CACNA1C to be the direct target of miR-363. We demonstrated the direct regulation of miR-363 on CACNA1C expression using luciferase reporter assay in 293T cells, where we found that luciferase expression was significantly inhibited by miR-363 with wild-type 3′-untranslated region (UTR) of CACNA1C, but not with mutant 3′-UTR of CACNA1C (Fig. 5A). Furthermore, ectopic expression of miR-363 in OCI-ly7 and OCI-ly8 cell lines led to significant loss of CACNA1C and as anticipated loss of CD20 protein expression in these cell lines (Fig. 5B). The overexpression of miR-363 significantly reduced rituximab-induced apoptosis in OCI-ly7 (27.07% ± 2.54% vs. 1.22% ± 1.06%, P = 0.018) and OCI-ly8 cell lines (17.23% ± 2.21% vs. 2.94% ± 1.11%, P = 0.014) after rituximab treatment of 48 hours (Fig. 5C). To explore direct regulation, we further knocked out miR-363 locus in the OCI-ly3 cell line using the CRISPR/Cas9 system, and as expected resulted in the upregulation of CACNA1C (Fig. 5D). These edited cells showed significantly increased apoptosis (0.80% ± 0.69% vs. 10.25% ± 1.80%, P = 0.001; Fig. 5E), when treated with rituximab.

Figure 5.

The association of miR-363 with CACNA1C expression and rituximab-induced apoptosis. A, The miR-363 inhibited the luciferase activity in 293T cells with wild-type (WT) 3′-UTR of CACNA1C gene, but did not affect it in cells with mutant 3′-UTR of CACNA1C gene (P < 0.01). B, The ectopic expression of miR-363 reduced CACNA1C and CD20 protein expression in OCI-ly7 and OCI-ly8 cell lines. C, The ectopic expression of miR-363 decreased rituximab-induced apoptosis in OCI-ly7 and OCI-ly8 cell lines (P < 0.05). D, The knockout of miR-363 led to the upregulation of CACNA1C expression and (E) the increase of rituximab-induced apoptosis (P < 0.05).

Figure 5.

The association of miR-363 with CACNA1C expression and rituximab-induced apoptosis. A, The miR-363 inhibited the luciferase activity in 293T cells with wild-type (WT) 3′-UTR of CACNA1C gene, but did not affect it in cells with mutant 3′-UTR of CACNA1C gene (P < 0.01). B, The ectopic expression of miR-363 reduced CACNA1C and CD20 protein expression in OCI-ly7 and OCI-ly8 cell lines. C, The ectopic expression of miR-363 decreased rituximab-induced apoptosis in OCI-ly7 and OCI-ly8 cell lines (P < 0.05). D, The knockout of miR-363 led to the upregulation of CACNA1C expression and (E) the increase of rituximab-induced apoptosis (P < 0.05).

Close modal

We investigated the role of L-type calcium channel in rituximab-induced apoptosis and demonstrated that loss of CACNA1C expression correlates with rituximab-mediated immunochemotherapy resistance in DLBCL. The role of CACNA1C in normal B-cell activation is not known, but several studies showed that L-type calcium channels play a role in B-cell calcium influx and proliferation (22), and increased intracellular calcium correlates with apoptosis (29). Calcium influx can affect the depolarization of mitochondria, which is fundamental in the activation of executioner caspases (30). The increased levels of cytosolic calcium may also activate calcium-dependent proteases, such as calpains, which have been implicated in caspase-independent death (31). The elevated intracellular calcium has been shown to be critical in rituximab-induced apoptosis. Thus, enhancing calcium influx could be an approach to increase rituximab-induced direct cell apoptosis in DLBCL. We attempted to knock out CACNA1C using CRISPR/Cas9 system in DLBCL cell lines, but these knockout cells lost the ability of persistent growth (Supplementary Fig. S6), which indicated a critical role of CACNA1C in the long-term survival of DLBCL cells.

The independent association of CACNA1C expression with refractory disease and inferior survival was proven in DLBCL patients. We did not find distinctive expression of CACNA1C between GCB and ABC DLBCL subtypes. Of the normal B-cell subsets, centrocytes and plasmablast cells showed comparatively lower CACNA1C expression. Our study further revealed the function of the accessory L-type calcium channels CACNA1C in rituximab-induced apoptosis, and the interaction between CACNA1C and CD20 in cell membrane is critical for this process. We observed direct interaction between CACNA1C and CD20 molecule using confocal immunofluorescent and pull-down assays and demonstrated that loss of CACNA1C expression resulted in lower CD20 stability and also reduced rituximab-induced cell death. This direct relationship between CACNA1C expression and rituximab sensitivity was also demonstrated in DLBCL cell lines and xenograft mouse models.

Rituximab resistance remains to be a clinical challenge. Many studies have explored the regulatory mechanisms of CD20 expression, including transcription factors SPI1/PU.1 (32), Oct2 (33), and Pax5 (34). Other factors, such as epigenetic changes, somatic mutation, and noncoding RNA, could also affect CD20 expression (35). A recent study using RNAi screening method identified CREM (cAMP Responsive Element Modulator) as a top candidate for CD20 suppression, CHD4 (Chromodomain Helicase DNA Binding Protein 4) and MBD2 (Methyl-CpG Binding Domain Protein 2) as positive regulators of CD20 expression (36). In addition, CD20 regulation at the posttranscriptional level was also suggested. Bortezomib can sensitize CD20-positive lymphoma cells to rituximab-induced CDC after the incubation of 24 hours (37), and rituximab-resistant lymphoma cells were observed to exhibit upregulation of components of the ubiquitin-proteasome system (38, 39). In this study, we found that CACNA1C may perform a critical function in CD20 protein stabilization through proteasome system, because lowered CD20 protein level was restored in cells with CACNA1C shRNAs after bortezomib incubation of 6 hours.

Furthermore, we investigated the effect of modulators of L-type calcium channel on rituximab-induced apoptosis and explored the potential approach to raise therapeutic efficacy for DLBCL in the future clinical trials. This study validated that inhibiting L-type calcium channel with nimodipine reduced rituximab action, whereas Bay K8644, an agonist of L-type calcium channel, increased it. These observations provide a rationale that modulating L-type Cav1.2 calcium channel may increase the clinical efficacy of rituximab. Actually, more attention has now been paid on calcium ion channels due to their involvement in the proliferation and invasion of cancer cells and their potential modulation by pharmaceuticals (40, 41). This is the first study showing that modulating Cav1.2 subfamily of L-type calcium channel can affect rituximab-induced cell apoptosis on DLBCL. Blocking L-type calcium channels in human B cells has been demonstrated to reduce B-cell receptor (BCR)-induced calcium entry (42). Some knowledge gaps on L-type calcium channels remain to be addressed in B lymphocytes and malignancy.

The miR-363 is a member of miR-106-363 cluster which is also a paralog of miR-17-92 superfamily (43–45). Although the miRNA-17–92 cluster is a paradigm of oncomirs and cooperates with c-Myc in the formation of mouse B-cell lymphoma (46), limited data are available on miR-106-363 cluster members. The miR-106-363 cluster is mapped to chromosome X (47), and high expression of the miR-106-363 cluster has been found in 46% of human T-cell leukemias (48) and colon and prostate cancers (49) suggesting its oncogenic potential. In our previous miRNAs profiling studies (24, 50), miR-363 was found to have a higher expression in mantle cell lymphoma and was associated with poor response to RCHOP regimen in DLBCL patients (24). However, the mechanism by which miR-363 mediates the poor response to RCHOP remains elusive. This study demonstrated that miR-363 can directly downregulate the expression of CACNA1C and may thus reduce rituximab-induced apoptosis. The relevance of miR-363 to RCHOP resistance will be further addressed in our future studies.

In summary, the alteration of CACNA1C expression and modulators of L-type channel modulates rituximab-induced apoptosis. Notably, the agonist of L-type calcium channel, Bay K8644, has been shown to synergize in rituximab-induced apoptosis and tumor suppression in DLBCL. The optimal dose and safety of Bay K8644 or its analogues are worth evaluating in the future. Reduction of CACNA1C appeared to be also associated with reduced CD20 expression that may reduce target binding by rituximab. Further studies on the interaction between CACNA1C and CD20 in calcium flux in lymphoma may lead to discovery of novel mechanisms of calcium ions transport in DLBCL that may have therapeutic implications. The effect of miR-363 on CACNA1C and rituximab efficacy further extended our insight into the mechanisms of refractory disease, and it may serve as a prognostic marker or novel therapeutic target in the future.

No potential conflicts of interest were disclosed.

Conception and design: J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, Z.-G. Dong, J. Iqbal, Y.-Y. Liu

Development of methodology: J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, J. Ma, J. Iqbal, Y.-Y. Liu

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, J.-Y. Yu, J.-F. Chu, S.-N. Yao, J. Ma, S.-J. Yang, Y.-J. Guo, J. Iqbal, Y.-Y. Liu

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, J.-Y. Yu, Z.-H. Yao, C. Wang, W. Lone, Q.-X. Xia, S.-J. Yang, K.-D. Liu, L.M. Smith, W.C. Chan, Y.-Y. Liu

Writing, review, and/or revision of the manuscript: J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, L.M. Smith, T.W. McKeithan, W.C. Chan, J. Iqbal, Y.-Y. Liu

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, Z.-G. Dong, Y.-J. Guo

Study supervision: J.-Y. Zhang, P.-P. Zhang, W.-P. Zhou, Z.-G. Dong, J. Iqbal

Other (pathology review; and scoring IHC stains): Q.-X. Xia

Y.-Y. Liu is supported by the grants from the National Natural Science Foundation of China (No. 81071938 and No. 81470365). W.C. Chan is partially supported by NCI P30 CA033572 and NCI SPORE 2P50 CA107399. J. Iqbal is supported by the Lymphoma Research Foundation, the Leukemia and Lymphoma Society, and the UNMC Clinical-Translational Research Scholars Program; partial support is from NCI Eppley Cancer Center Support Grant P30CA036727, National Center for Research Resources 5P20RR016469, and National Institute for General Medical Science 8P20GM103427.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Lossos
IS
,
Morgensztern
D.
Prognostic biomarkers in diffuse large B-cell lymphoma
.
J Clin Oncol
2006
;
24
:
995
1007
.
2.
Iqbal
J
,
Naushad
H
,
Bi
C
,
Yu
J
,
Bouska
A
,
Rohr
J
, et al
Genomic signatures in B-cell lymphoma: how can these improve precision in diagnosis and inform prognosis?
Blood Rev
2016
;
30
:
73
88
.
3.
Coiffier
B
,
Thieblemont
C
,
Van Den Neste
E
,
Lepeu
G
,
Plantier
I
,
Castaigne
S
, et al
Long-term outcome of patients in the LNH-98.5 trial, the first randomized study comparing rituximab-CHOP to standard CHOP chemotherapy in DLBCL patients: a study by the Groupe d'Etudes des Lymphomes de l'Adulte
.
Blood
2010
;
116
:
2040
5
.
4.
Gisselbrecht
C
,
Glass
B
,
Mounier
N
,
Singh Gill
D
,
Linch
DC
,
Trneny
M
, et al
Salvage regimens with autologous transplantation for relapsed large B-cell lymphoma in the rituximab era
.
J Clin Oncol
2010
;
28
:
4184
90
.
5.
Davis
TA
,
Grillo-Lopez
AJ
,
White
CA
,
McLaughlin
P
,
Czuczman
MS
,
Link
BK
, et al
Rituximab anti-CD20 monoclonal antibody therapy in non-Hodgkin's lymphoma: safety and efficacy of re-treatment
.
J Clin Oncol
2000
;
18
:
3135
43
.
6.
Smith
MR
. 
Rituximab (monoclonal anti-CD20 antibody): mechanisms of action and resistance
.
Oncogene
2003
;
22
:
7359
68
.
7.
Bonavida
B.
Rituximab-induced inhibition of antiapoptotic cell survival pathways: implications in chemo/immunoresistance, rituximab unresponsiveness, prognostic and novel therapeutic interventions
.
Oncogene
2007
;
26
:
3629
36
.
8.
Vega
MI
,
Huerta-Yepaz
S
,
Garban
H
,
Jazirehi
A
,
Emmanouilides
C
,
Bonavida
B
. 
Rituximab inhibits p38 MAPK activity in 2F7 B NHL and decreases IL-10 transcription: pivotal role of p38 MAPK in drug resistance
.
Oncogene
2004
;
23
:
3530
40
.
9.
Camicia
R
,
Winkler
HC
,
Hassa
PO
. 
Novel drug targets for personalized precision medicine in relapsed/refractory diffuse large B-cell lymphoma: a comprehensive review
.
Mol Cancer
2015
;
14
:
207
.
10.
Terui
Y
,
Mishima
Y
,
Sugimura
N
,
Kojima
K
,
Sakurai
T
,
Mishima
Y
, et al
Identification of CD20 C-terminal deletion mutations associated with loss of CD20 expression in non-Hodgkin's lymphoma
.
Clin Cancer Res
2009
;
15
:
2523
30
.
11.
Ghielmini
M
,
Rufibach
K
,
Salles
G
,
Leoncini-Franscini
L
,
Leger-Falandry
C
,
Cogliatti
S
, et al
Single agent rituximab in patients with follicular or mantle cell lymphoma: clinical and biological factors that are predictive of response and event-free survival as well as the effect of rituximab on the immune system: a study of the Swiss Group for Clinical Cancer Research (SAKK)
.
Ann Oncol
2005
;
16
:
1675
82
.
12.
Goede
V
,
Fischer
K
,
Busch
R
,
Engelke
A
,
Eichhorst
B
,
Wendtner
CM
, et al
Obinutuzumab plus chlorambucil in patients with CLL and coexisting conditions
.
N Engl J Med
2014
;
370
:
1101
10
.
13.
Hillmen
P
,
Robak
T
,
Janssens
A
,
Babu
KG
,
Kloczko
J
,
Grosicki
S
, et al
Chlorambucil plus ofatumumab versus chlorambucil alone in previously untreated patients with chronic lymphocytic leukaemia (COMPLEMENT 1): a randomised, multicentre, open-label phase 3 trial
.
Lancet
2015
;
385
:
1873
83
.
14.
Uchida
J
,
Lee
Y
,
Hasegawa
M
,
Liang
Y
,
Bradney
A
,
Oliver
JA
, et al
Mouse CD20 expression and function
.
Int Immunol
2004
;
16
:
119
29
.
15.
Li
H
,
Ayer
LM
,
Lytton
J
,
Deans
JP
. 
Store-operated cation entry mediated by CD20 in membrane rafts
.
J Biol Chem
2003
;
278
:
42427
34
.
16.
Li
H
,
Ayer
LM
,
Polyak
MJ
,
Mutch
CM
,
Petrie
RJ
,
Gauthier
L
, et al
The CD20 calcium channel is localized to microvilli and constitutively associated with membrane rafts: antibody binding increases the affinity of the association through an epitope-dependent cross-linking-independent mechanism
.
J Biol Chem
2004
;
279
:
19893
901
.
17.
Janas
E
,
Priest
R
,
Wilde
JI
,
White
JH
,
Malhotra
R
. 
Rituxan (anti-CD20 antibody)-induced translocation of CD20 into lipid rafts is crucial for calcium influx and apoptosis
.
Clin Exp Immunol
2005
;
139
:
439
46
.
18.
Daniels
I
,
Turzanski
J
,
Haynes
AP
. 
A requirement for calcium in the caspase-independent killing of Burkitt lymphoma cell lines by Rituximab
.
Br J Haematol
2008
;
142
:
394
403
.
19.
Walshe
CA
,
Beers
SA
,
French
RR
,
Chan
CH
,
Johnson
PW
,
Packham
GK
, et al
Induction of cytosolic calcium flux by CD20 is dependent upon B Cell antigen receptor signaling
.
J Biol Chem
2008
;
283
:
16971
84
.
20.
Lo
WL
,
Donermeyer
DL
,
Allen
PM
. 
A voltage-gated sodium channel is essential for the positive selection of CD4(+) T cells
.
Nat Immunol
2012
;
13
:
880
7
.
21.
Davenport
B
,
Li
Y
,
Heizer
JW
,
Schmitz
C
,
Perraud
AL
. 
Signature channels of excitability no more: L-type channels in immune cells
.
Front Immunol
2015
;
6
:
375
.
22.
Grafton
G
,
Stokes
L
,
Toellner
KM
,
Gordon
J
. 
A non-voltage-gated calcium channel with L-type characteristics activated by B cell receptor ligation
.
Biochem Pharmacol
2003
;
66
:
2001
9
.
23.
Vig
M
,
Kinet
JP.
Calcium signaling in immune cells
.
Nat Immunol
2009
;
10
:
21
7
.
24.
Iqbal
J
,
Shen
Y
,
Huang
X
,
Liu
Y
,
Wake
L
,
Liu
C
, et al
Global microRNA expression profiling uncovers molecular markers for classification and prognosis in aggressive B-cell lymphoma
.
Blood
2015
;
125
:
1137
45
.
25.
Sabattini
E
,
Bacci
F
,
Sagramoso
C
,
Pileri
SA
. 
WHO classification of tumours of haematopoietic and lymphoid tissues in 2008: an overview
.
Pathologica
2010
;
102
:
83
7
.
26.
Cheson
BD
,
Pfistner
B
,
Juweid
ME
,
Gascoyne
RD
,
Specht
L
,
Horning
SJ
, et al
Revised response criteria for malignant lymphoma
.
J Clin Oncol
2007
;
25
:
579
86
.
27.
Lenz
G
,
Wright
G
,
Dave
SS
,
Xiao
W
,
Powell
J
,
Zhao
H
, et al
Stromal gene signatures in large-B-cell lymphomas
.
N Engl J Med
2008
;
359
:
2313
23
.
28.
Rosenwald
A
,
Wright
G
,
Chan
WC
,
Connors
JM
,
Campo
E
,
Fisher
RI
, et al
The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma
.
N Engl J Med
2002
;
346
:
1937
47
.
29.
Spat
A
,
Szanda
G
,
Csordas
G
,
Hajnoczky
G
. 
High- and low-calcium-dependent mechanisms of mitochondrial calcium signalling
.
Cell Calcium
2008
;
44
:
51
63
.
30.
Green
DR
. 
Apoptotic pathways: ten minutes to dead
.
Cell
2005
;
121
:
671
4
.
31.
Emori
Y
,
Kawasaki
H
,
Imajoh
S
,
Imahori
K
,
Suzuki
K
. 
Endogenous inhibitor for calcium-dependent cysteine protease contains four internal repeats that could be responsible for its multiple reactive sites
.
Proc Natl Acad Sci U S A
1987
;
84
:
3590
4
.
32.
Pfreundschuh
M
,
Trumper
L
,
Kloess
M
,
Schmits
R
,
Feller
AC
,
Rudolph
C
, et al
Two-weekly or 3-weekly CHOP chemotherapy with or without etoposide for the treatment of young patients with good-prognosis (normal LDH) aggressive lymphomas: results of the NHL-B1 trial of the DSHNHL
.
Blood
2004
;
104
:
626
33
.
33.
Thevenin
C
,
Lucas
BP
,
Kozlow
EJ
,
Kehrl
JH
. 
Cell type- and stage-specific expression of the CD20/B1 antigen correlates with the activity of a diverged octamer DNA motif present in its promoter
.
J Biol Chem
1993
;
268
:
5949
56
.
34.
Fitzsimmons
D
,
Hodsdon
W
,
Wheat
W
,
Maira
SM
,
Wasylyk
B
,
Hagman
J
. 
Pax-5 (BSAP) recruits Ets proto-oncogene family proteins to form functional ternary complexes on a B-cell-specific promoter
.
Gene Dev
1996
;
10
:
2198
211
.
35.
Tomita
A.
Genetic and epigenetic modulation of CD20 expression in B-cell malignancies: molecular mechanisms and significance to rituximab resistance
.
J Clin Exp Hematop
2016
;
56
:
89
99
.
36.
Slabicki
M
,
Lee
KS
,
Jethwa
A
,
Sellner
L
,
Sacco
F
,
Walther
T
, et al
Dissection of CD20 regulation in lymphoma using RNAi
.
Leukemia
2016
;
30
:
2409
12
.
37.
Bil
J
,
Winiarska
M
,
Nowis
D
,
Bojarczuk
K
,
Dabrowska-Iwanicka
A
,
Basak
GW
, et al
Bortezomib modulates surface CD20 in B-cell malignancies and affects rituximab-mediated complement-dependent cytotoxicity
.
Blood
2010
;
115
:
3745
55
.
38.
Winiarska
M
,
Bil
J
,
Nowis
D
,
Golab
J
. 
Proteolytic pathways involved in modulation of CD20 levels
.
Autophagy
2010
;
6
:
810
2
.
39.
Obrist
F
,
Manic
G
,
Kroemer
G
,
Vitale
I
,
Galluzzi
L
. 
Trial watch: proteasomal inhibitors for anticancer therapy
.
Mol Oncol
2015
;
2
:
e974463
.
40.
Li
M
,
Xiong
ZG.
Ion channels as targets for cancer therapy
.
Int J Physiol Pathophysiol Pharmacol
2011
;
3
:
156
66
.
41.
Monteith
GR
,
Davis
FM
,
Roberts-Thomson
SJ
. 
Calcium channels and pumps in cancer: changes and consequences
.
J Biol Chem
2012
;
287
:
31666
73
.
42.
Hoek
KL
,
Antony
P
,
Lowe
J
,
Shinners
N
,
Sarmah
B
,
Wente
SR
, et al
Transitional B cell fate is associated with developmental stage-specific regulation of diacylglycerol and calcium signaling upon B cell receptor engagement
.
J Immunol
2006
;
177
:
5405
13
.
43.
Lee
Y
,
Ahn
C
,
Han
J
,
Choi
H
,
Kim
J
,
Yim
J
, et al
The nuclear RNase III Drosha initiates microRNA processing
.
Nature
2003
;
425
:
415
9
.
44.
Bernstein
E
,
Caudy
AA
,
Hammond
SM
,
Hannon
GJ
. 
Role for a bidentate ribonuclease in the initiation step of RNA interference
.
Nature
2001
;
409
:
363
6
.
45.
Ventura
A
,
Young
AG
,
Winslow
MM
,
Lintault
L
,
Meissner
A
,
Erkeland
SJ
, et al
Targeted deletion reveals essential and overlapping functions of the miR-17 through 92 family of miRNA clusters
.
Cell
2008
;
132
:
875
86
.
46.
He
L
,
Thomson
JM
,
Hemann
MT
,
Hernando-Monge
E
,
Mu
D
,
Goodson
S
, et al
A microRNA polycistron as a potential human oncogene
.
Nature
2005
;
435
:
828
33
.
47.
Landais
S
,
Quantin
R
,
Rassart
E
. 
Radiation leukemia virus common integration at the Kis2 locus: simultaneous overexpression of a novel noncoding RNA and of the proximal Phf6 gene
.
J Virol
2005
;
79
:
11443
56
.
48.
Landais
S
,
Landry
S
,
Legault
P
,
Rassart
E
. 
Oncogenic potential of the miR-106–363 cluster and its implication in human T-cell leukemia
.
Cancer Res
2007
;
67
:
5699
707
.
49.
Yu
J
,
Wang
F
,
Yang
GH
,
Wang
FL
,
Ma
YN
,
Du
ZW
, et al
Human microRNA clusters: genomic organization and expression profile in leukemia cell lines
.
Biochem Biophys Res Commun
2006
;
349
:
59
68
.
50.
Iqbal
J
,
Shen
Y
,
Liu
Y
,
Fu
K
,
Jaffe
ES
,
Liu
C
, et al
Genome-wide miRNA profiling of mantle cell lymphoma reveals a distinct subgroup with poor prognosis
.
Blood
2012
;
119
:
4939
48
.

Supplementary data