- Open Access
New CD20 alternative splice variants: molecular identification and differential expression within hematological B cell malignancies
- Clémentine Gamonet1,
- Elodie Bole-Richard1,
- Aurélia Delherme1,
- François Aubin2,
- Eric Toussirot2, 3, 4,
- Francine Garnache-Ottou1, 2,
- Yann Godet1, 2,
- Loïc Ysebaert5,
- Olivier Tournilhac6,
- Caroline Dartigeas7,
- Fabrice Larosa1, 8,
- Eric Deconinck1, 2, 8,
- Philippe Saas1, 2,
- Christophe Borg1, 2,
- Marina Deschamps1 and
- Christophe Ferrand1, 9Email author
© Gamonet et al. 2016
- Received: 20 November 2015
- Accepted: 13 February 2016
- Published: 1 March 2016
The Erratum to this article has been published in Experimental Hematology & Oncology 2016 5:10
CD20 is a B cell lineage–specific marker expressed by normal and leukemic B cells and targeted by several antibody immunotherapies. We have previously shown that the protein from a CD20 mRNA splice variant (D393-CD20) is expressed at various levels in leukemic B cells or lymphoma B cells but not in resting, sorted B cells from the peripheral blood of healthy donors.
Western blot (WB) analysis of B malignancy primary samples showed additional CD20 signals. Deep molecular PCR analysis revealed four new sequences corresponding to in-frame CD20 splice variants (D657-CD20, D618-CD20, D480-CD20, and D177-CD20) matching the length of WB signals. We demonstrated that the cell spliceosome machinery can process ex vivo D480-, D657-, and D618-CD20 transcript variants by involving canonical sites associated with cryptic splice sites. Results of specific and quantitative RT-PCR assays showed that these CD20 splice variants are differentially expressed in B malignancies. Moreover, Epstein–Barr virus (EBV) transformation modified the CD20 splicing profile and mainly increased the D393-CD20 variant transcripts. Finally, investigation of three cohorts of chronic lymphocytic leukemia (CLL) patients showed that the total CD20 splice variant expression was higher in a stage B and C sample collection compared to routinely collected CLL samples or relapsed refractory stage A, B, or C CLL.
The involvement of these newly discovered alternative CD20 transcript variants in EBV transformation makes them interesting molecular indicators, as does their association with oncogenesis rather than non-oncogenic B cell diseases, differential expression in B cell malignancies, and correlation with CLL stage and some predictive CLL markers. This potential should be investigated in further studies.
- Alternative splicing
- B malignancies
- EBV transformation
CD20 protein was highlighted in 1980 as a B lymphocyte–specific cell-surface antigen expressed in all stages of B cell ontogenesis except for early pro-B cells and plasma cells . Despite no identified ligands, CD20 functions were investigated, and studies assigned it a role in cell differentiation  and calcium flux pathways .
The anchorage within the membrane of the 33 kDa protein makes it a good candidate as an ion channel , especially when organized into tetramers . Moreover, the presence of two extracellular loops allows for targeting by monoclonal antibodies (MAbs) to induce B cell depletion. The most well-known MAb is rituximab (RTX), which has greatly improved treatment of B cell malignancies , in association or not with chemotherapy . After RTX, numerous other MAbs (such as obinutuzumab and ofatumumab) were subsequently developed to improve B cell depletion but also to treat RTX resistance to or escape from treatment .
CD20 is encoded by a MS4A family gene located on chromosome 11. Multiple transcription initiation sites have been identified, and the translated region of this gene is located between the third (193th nucleotide) and eighth exons (216th nucleotide), resulting in a coding sequence of 894 bp distributed into six exons . Moreover, alternative splicing of the CD20 gene has been highlighted, occurring in the 5′ untranslated region and resulting in translation of three alternative CD20 mRNAs encoding the same protein in human B lymphocytes.
Alternative splicing remains a key process of pre-RNA maturation and allows an increase in protein translation and phenotype diversity . Different patterns of splicing have been described, based on two families of regulatory proteins (constituting the spliceosome), the serine-rich (SR) and heterogeneous nuclear ribonucleoproteins (hnRNP) (for review, see ).
Aberrant splicing, caused by mutation in splice site sequences within cancer-related genes or in genes encoding splicing regulation proteins , has a dominant role in tumor establishment, progression, and response to treatment . Abnormal splicing mechanisms produce numerous cancer-associated alternatively spliced variants that could promote angiogenesis, invasion, and drug resistance, conferring a more aggressive tumoral profile . These alternative variants are differentially expressed in tumors  and thus may be used as diagnostic tools and prognostic markers . Moreover, emerging treatments target new isoform proteins encoded from aberrant splicing  or modify splice site selection by oligonucleotide approaches to prevent abnormal splicing .
In oncohematology, numerous spliceosome gene mutations have been identified in chronic lymphocytic leukemia (CLL), myelodysplastic syndromes, and lymphomas; among the most well-known of these are those involving SF3B1, U2AF1, and SRSF2 [18–20]. Alternative splicing occurring in B cells could also be modified by Epstein–Barr virus (EBV) infection in which the BMLF1 viral protein modifies STAT1 splicing after binding with the spliceosome component SRp20  and thus may influence immortalization of target B cells.
We  and others  have identified novel alternative CD20 transcripts, fully matching the MS4A1 sequence, except for 501 bp (from nucleotides 111–612, starting +1 of the ATG codon) flanked by the cryptic acceptor (AS) and donor (DS) splice sites. The resulting in-frame cDNA sequence encodes a truncated CD20 protein, called D393-CD20 (previously named ΔCD20 ), that is missing the major part of the transmembrane and extracellular domains, including the RTX epitope. Interestingly, this protein has been observed in malignant or EBV-transformed B cells but not in peripheral blood mononuclear cells (PBMCs), bone marrow–derived mast cells, or plasmocytes from healthy donors.
Additional investigations of D393-CD20 protein expression by western blotting on different hematologic samples have allowed us to detect extra signals that we followed up in the current work, extended to autoimmune or EBV-infected samples. Our molecular analysis has led to the description and characterization of new alternative CD20 transcripts that are differentially expressed in hematologic malignancies.
Additional band signal is detected by c-terminal CD20 western blotting on blood samples collected from patients with hematologic malignancies
We clearly detected an unexpected additional immunoreactive band at approximately 27 kDa in all CLL and NHL samples. This band was also detected on MCL samples (data not shown). Surprisingly, this band was not detected on the three B cell lines. Moreover, western blot allowed detection of a supplementary signal at 33 and 17 kDa, respectively, close to the 35 kDa (full-length CD20 protein) or the 19 kDa (D393-CD20) bands.
Both CD20 homologous and truncated nucleotide sequences are identified in B cell lines
After RT-PCR of the full-length CD20 (fl-CD20) coding sequence, agarose gel electrophoresis allowed us to detect the expected two 894 and 393 bp PCR products corresponding respectively to the wt- and D393-CD20 cDNA sequences. None of these visible amplified DNA fragments matched in size to products that could correspond to a sequence encoding the 27 kDa or other additional signals.
All fl-CD20 PCR fragments between <894 and 100 bp in length, excluding the major 393 bp PCR product, were gel purified, TA cloned, amplified, and Sanger sequenced. Sequencing of more than 150 individual bacterial colonies allowed identification, in addition to the D393-CD20 sequence, of four new nucleotide sequences partially homologous to the wtCD20 reference nucleotide sequence published in GenBank (NM152866.2) (Additional file 1: Figures S2 and S3). The four sequences are named according to the length of the nucleotide deletion compared to the CD20 reference. Thus, D657-CD20, D618-CD20, D480-CD20, and D177-CD20 indicate deletions of 237, 276, 414, and 717 bp, respectively.
All newly identified sequences code for in-frame CD20 transcript variants resulting in MS4A1 alternative splicing
Summary of characteristics of CD20 splice variant transcripts
Donor site (DS)
Acceptor site (AS)
CDS (length) (bp)
Cryptic (Cr) or canonical (Ca)
Cryptic (Cr) or canonical (Ca)
Design of RT-PCR and RT-qPCR molecular tools allowed for specific detection and quantification of all newly identified spliced CD20 sequences
Finally, RT-qPCR assays allowed specific detection without cross-reactivity (data not shown) from one CD20 transcript variant to another. Reproducibility of all assays was assessed in seven independent experiments on four different B cell lines: Raji, Mec, Rec, and SKW6.1 (Fig. 3c). Standard deviations for values from each RT-qPCR for all four cell lines were (min–max) (0.52–0.8), (0.05–0.2), (0.1–0.52), (0.001–0.39), and (0.28–0.62), respectively, for D657-, D618-, D480-, D393-, and D177-CD20 PCR. Interestingly, we noted that B cell lines resulting from different B cell malignancies present specific CD20 splicing profiles.
Reintroduction of intron sequences within the coding CD20 sequence confirms involvement of canonical DS or AS splicing sites in D657-, D618, and D480-CD20 splice variant transcription
All of these results confirmed that the cell spliceosome machinery can process the ex vivo D480-, D657-, and D618-CD20 transcript variants by involving canonical sites associated with cryptic splice sites.
EBV transformation modifies the CD20 splicing profile and increases mainly D393-CD20 variant transcripts
Among the four B cell lines, CD20 splicing quantification showed a higher and significant increase in D393-CD20 variants in the EBV-transformed cell line SKW6.4. For this reason, the impact of EBV infection or transformation on CD20 splicing was investigated within different kinds of EBV samples.
In contrast, total CD20 splicing did not vary significantly either for IMN samples compared to healthy PBMCs (Fig. 5b) or for EBV-reactivated samples after allograft (Fig. 5c), although we noted an increase in D657 and D618-CD20 splicing. Interestingly, D393-CD20 transcripts did not increase in these EBV-infected cases compared to EBV-transformed cell lines.
CD20 splice variant profile expression can discriminate B cell malignancies
When analyzed separately, D657 was found to be mainly involved in the increase of total CD20 splicing (81.93 %) whereas D618 and D393 represented, respectively, 7.04 and 10.66 % of the increase in FL. In contrast, in DLBCLs, the increase was due in part to D657-CD20 (43.87 %) but also to D393-CD20 (40.26 %) whereas D618 participated only at 15.72 % in the increase (Fig. 6b).
Relevance of alternative CD20 splice variant quantification within three different CLL patient cohorts
We have previously identified a novel alternative CD20 transcript, fully matching the MS4A1 sequence, except for a 501-bp region flanked by cryptic AS and DS . The resulting in-frame cDNA sequence encodes a truncated CD20 protein revealed by a C-terminal CD20 polyclonal antibody. Interestingly, this protein has been observed in malignant or EBV-transformed B cells but not in PBMCs, bone marrow–derived mast cells, or plasmocytes from healthy donors.
Detection of unexpected additional western blot signals with an anti-carboxy terminus CD20 antibody led us to conduct a deep molecular analysis to characterize potential transcripts that could match the protein signal. Starting from nucleic acid material extracted from B cell lines or, interestingly, from primary samples of patients with B cell hematologic diseases such as CLL, MCL, or DLBCL, we identified and characterized more precisely, in addition to the D393-CD20, four additional CD20 splice variants. Two of these variants are the result of exon skipping (D657- and D480-CD20), and the other two result from the use of alternative splice sites: a canonical DS and a cryptic AS for D618-CD20 and two cryptic splice sites for D177-CD20, by previously well-described mechanisms . In addition to the D393-CD20 transcript, Small et al.  have already detected the D618- and D657-CD20 transcripts only in lymphoblastoid B cell lines. In the current work, we detected expression of these two transcripts in primary samples of human B cell diseases and reported for the first time two novel additional D480- and D177-CD20 transcripts. We also demonstrated ex vivo the involvement of canonical sites associated with cryptic splice sites that produce these transcripts. Although it should be formally demonstrated, except for D177, the lengths of the D393, D618-, D657-, and D480-CD20 transcripts matched the immunoreactive bands on western blot.
We designed quantitative molecular tools for studying alternative CD20 transcript expression in different B autoimmune, malignant B diseases or EBV-infected samples.
The comparison of splicing profiles revealed a more important CD20 alternative splicing in B diseases compared to healthy donors, suggesting a splicing deregulation in these pathologies.
Whereas a slight increase of CD20 alternative splicing was detected in CBCL, LZM, MM, and some CLL samples, a significantly higher amount of alternative transcripts was observed in FL, HG-NHL, and EBV-transformed B cell lines. In all cases, the increase compared to healthy donors results from a higher proportion of D618- and D657- CD20 transcripts. In addition, this increase is associated with a D393-CD20 expression induction in lymphomas (FL, DLBCL, Burkitt and MCL) and EBV transformation. Interestingly, in autoimmune diseases (rheumatoid arthritis and pemphigus), we never detected D393-CD20 transcripts [28, 29]. These observations suggest a splicing deregulation during oncogenesis leading to D393-CD20 expression, which could be an interesting molecular marker of B malignancies.
From another side, the slight increase of D657- and D618-CD20 expression could be the result of splicing deregulation associated with an enhanced proliferation and activation  during cancer but also during autoimmune disease and virus infection .
Increase of D393-CD20 occurs mainly in post-germinal center (GC) lymphomas (FL, Burkitt, and DLBCL). In GC, BCR maturation requires activation-induced cytidine deaminase (AID) intervention to introduce mismatches, which are then repaired by a mismatch repair complex. This process is known to be responsible for genetic abnormalities involved in oncogenesis but could also disturb splicing. Indeed, interactions and associations have been identified between AID and splicing factor SnRNPs such as U2AF65 , PTB2, and SRSF2 . This link may explain in part how the AID activation pathway could lead to deregulation of splicing factors that disturb CD20 splicing, thus producing alternative CD20 variant expression in post-GC lymphomas. In post GC CLL, the fact that D393-CD20 increase was not observed may be explained by a lower AID expression  and activation.
Splicing pattern of immortalized B cell after EBV virus infection (DBCL) revealed a significantly greater increase in total CD20 splice variants, mainly because of an expression of D393-CD20. Interestingly, CD20 splicing was not statistically increased in IMN or in reactivated EBV samples: although we noted an increase of D618- and D657-, no D393-CD20 expression was measured, contrasting with DBCL. These results suggested a CD20 splicing modulation caused by an oncogenesis process rather than viral infection itself. This strengthens the hypothesis of an association between D393-CD20 and oncogenesis. It is known that the SM (Mta, EB2, BMLF1) EBV protein, a viral oncogenic nuclear protein bound to RNA, influences RNA stability, splicing, nuclear export, and translation. This influence facilitates virus replication and persistence in vivo . SM protein is associated with three splice regulators, SF2/ASF (SRSF1), 9G8 (SRSF7), and SRp20 (SRSF3), and antagonizes SRSF3 . Thus, the SM EBV protein may be an actor that regulates CD20 cellular gene expression at the level of alternative splicing.
This work shows a deregulated expression of CD20 variant transcripts in B malignancies that may be useful as a molecular marker to study splicing patterns in order to better classify malignancies, predict resolution of disease, or monitor treatment . In this way, we took advantage of the availability of sf3b1 mutational status of the BOMP relapsed CLL cohort to evaluate if there is a correlation with CD20 splicing. CLL disease is an interesting model because mutations of sf3b1, which encode a critical component of the splicing machinery, are associated with progression and fludarabin-refractoriness . Interestingly, we noticed that patient group with more cd20 alternative splicing correspond to those with higher sf3b1 mutation frequency (data not shown). These results should be confirmed with other CLL cohorts, and a potential correlation with other gold standard biomarkers of CLL should be investigated. Moreover, a significant difference of total CD20 splicing between the 2 CLL cohorts at diagnosis (routine CLL cohort vs elderly CLL2007-SA, respectively 50 and 11 % stage A) could make this marker an indicator of the stage of the disease progression, which could be useful for CLL stratification.
Alternative CD20 splicing may have consequences on CD20 protein function that may influence BCR/CD20 cell signaling and finally B cell functions. We previously described that D393-CD20 transcript encoded a truncated CD20 protein . Using CD20 immunoprecipitation with an antibody targeting the extracellular domain followed by western blot with the C-terminal CD20 specific antibody, we have already demonstrated that D393-CD20 protein is associated with wtCD20. According to the predicted sizes of other putative proteins, they could also be associated with wtCD20 since the sizes match additional bands observed on western blot (Additional file 1: Figure S4). Subcellular division of transfected cells with the D393-CD20 coding sequence revealed that the variant protein is found mainly in the membrane fraction, although the main part of the transmembrane coding sequence is missing. This result strongly suggests an association between wtCD20 and D393-CD20 protein. Finally, lipid raft isolation showed the presence of D393-CD20 and wtCD20 already within the lipid rafts. All of these observations suggest a possible involvement of proteins encoded by cd20 alternative variants in BCR signaling or calcium flux, both putative functions of CD20 protein .
Another consequence of the CD20 splicing is the production of in-frame mRNA that could be translated into new proteins and could thus participate in the tumoral edition by generating neo-epitopes that could be targeted in anti-tumoral vaccine strategies [39, 40]. Concerning CD20 alternative splice variants, we have demonstrated that the 20mer D393-CD20 peptide spanning the splicing site might be targeted by the immune system, and we have shown that D393-CD20—specific CD4 Th1 clones could directly recognize malignant B cell lines and kill autologous lymphoma B cells, indicating that D393-CD20—derived epitopes are naturally processed and presented on tumor cells . Additional CD20 alternative variants may also be new tumoral antigens that could be targeted by a redirected immune system, such as transgenic T cell receptors.
These observations may be useful for the development of new immunotherapies applied to patients refractory to conventional (chemotherapy) or targeted treatments (anti-CD20, Ibrutinib, iBTK).
In conclusion, the discovery of new alternative CD20 transcript variants makes them of interest as molecular indicators to investigate in further studies, particularly given the involvement of some of them in EBV transformation, their association with oncogenesis rather than non-oncogenic B diseases, their differential expression in B malignancies, and correlation with CLL stage and some predictive CLL markers. Overall, these findings need to be confirmed by larger prospective trials in order to fully validate CD20 transcript variant as molecular markers of oncogenesis.
Patients, biological samples, and cell lines
Master cell banks of human and mouse cell lines were prepared from cells from the DSMZ or ATCC cell banks. Working cell cultures were then established, and cells were cultured in RPMI 1640 or DMEM with 10 % fetal calf serum. STR profiling identification was performed regularly.
Peripheral blood samples were selected from cases of hematologic B cell disease: B-CLL, follicular lymphoma (FL), mantle cell lymphoma (MCL), diffuse large B cell lymphoma (DLBCL) and cutaneous B cell lymphoma (CBCL), multiple myeloma (MM), marginal zone lymphoma, non-Hodgkin lymphoma (NHL), or autoimmune disease (rheumatoid arthritis), as well as infectious mononucleosis (IMN). In addition, EBV-reactivated samples collected from renal, lung, or hematopoietic allografts were screened. Samples were collected from diagnostic assessment or clinical trials or from a blood bank for the healthy PBMCs.
EBV-derived B lymphoblastoid cell lines (BLCLs) were established from healthy donor PBMCs. PBMCs were transformed with EBV supernatant in X-VIVO medium with cyclosporine A at 1 µg/ml for 2 days and maintained in culture for at least 10 days, until an immortalized B cell line was obtained.
CLL samples were collected from three different cohorts of patients: PBMCs collected at diagnosis for routine analysis (CHU Toulouse, France); CD19+ immunomagnetic-purified B cells (whole human blood CD19 MicroBeads, Miltenyi Biotec) from CLL patient samples, stage B and C, included within the CLL2007-SA (for elderly patients older than 65 years); and patients included in the ICLL01 BOMP clinical trial (relapsed or refractory CLL stages A, B, or C with active disease or after 1–3 previous lines including at least one line with fludarabine), both initiated by the GOELAMS/GCFLLC-MW intergroup. Written informed consent was obtained according to institutional protocol and approbation of the Ethic Committee (Comité de protection des personnes: CPP-Est, France).
Cells were lysed in sample buffer (2 % sodium dodecyl sulfate (SDS) in 125 mM Tris HCl, pH 6.8). An equivalent protein amount, extracted from 1 × 107 to 8 × 107 cells, was separated by electrophoresis on 12 % SDS–polyacrylamide gels and transferred to Polyvinylidene difluoride (PDVF) membranes (GE Healthcare).
Blots were then blocked for 1 h in 6 % milk before incubation with specific antibodies as follows: rabbit anti-human CD20 specific to the COOH-terminal region  (Thermo Scientific) and rabbit anti-actin (#8457L, Cell Signaling). Blotted proteins were detected and quantified on a bioluminescence imager and BIO-1D advanced software (Vilber-Lourmat) after blots were incubated with a horseradish peroxidase–conjugated appropriate secondary antibody (Beckman Coulter).
Molecular studies: RNA isolation, reverse transcription, cloning, real-time quantification, and Sanger cycle sequencing
Total RNA was extracted using the RNeasy Total RNA Isolation kit (Qiagen, Courtaboeuf, France), following manufacturer protocols. One microgram of total RNA was used as template for cDNA synthesis performed using a high-capacity RNA to cDNA kit (Applied Biosystem, Courtaboeuf, France).
Genomic DNA was extracted using a DNeasy blood or tissue kit (Qiagen, Courtaboeuf, France) or the salting out method. Briefly, cells were lysed by TES buffer supplemented by SDS 20 % and proteinase K 0.5 mg/ml. Proteins were then precipitated in a saturated NaCl solution and centrifuged, and DNA then was precipitated using ethanol.
Qualitative RT-PCR was performed using the MyTaq DNA polymerase ready-to-use master mix (Bioline, France) and specific primers. PCR products were analyzed by agarose gel electrophoresis followed by ultraviolet detection. When useful, PCR products were gel purified, cloned within pCR® 2.1-TOPO® TA vector (Life Technologies), and Sanger forward and reverse sequenced using M13 primers. Purified sequencing products were run on an ABI-3130 DNA analyzer and analyzed using sequencing analysis v5.2 software (Applied Biosystems). Sequences were aligned against the wild-type (wt)CD20 coding sequence using the Bioedit v7.1 software.
Quantitative RT-PCR (RT-qPCR) was performed using splice variant–specific primers and bi-fluorescence probes. cDNA was amplified with TaqMan Universal Master Mix with UNG (Applied Biosystem, Courtaboeuf, France) using a standard two-step amplification program (10 s at 95° and 1 min at 60°).
CD20 variant transcript copy number was assessed by RT-qPCR against a plasmid dilution curve. All PCR samples were normalized to ABL copy number. The proportion of each CD20 transcript variant was calculated against all CD20 isoforms.
PCR conditions, sizes of PCR products, and names and sequences of primers are described in Additional file 1: Table S1. Schematic localizations of all PCR primers and bi-fluorescent probes are provided in Additional file 1: Figure S1.
Cell transfection and packaging cell line production
The wtCD20 coding sequence was first cloned into a pcDNA3.1-GFP (green fluorescent protein) mammalian expression vector. To restore canonical splice sites within the cDNA coding sequence, intron 5 (int5) was previously reintroduced into pcDNA3.1-GFP-wtCD20 to generate pcDNA3.1-GFP-int5-CD20, theoretically producing D618-CD20 transcripts. Intron 6 (int6) was then inserted into pcDNA3.1-GFP-int5-CD20 to generate pcDNA3.1-GFP-int5– and 6-CD20–expressing D657-CD20 transcripts. Finally, reintroduction of introns 3 (int3) and 6 within the wtCD20 sequence allowed expression of D480-CD20 mRNA from pcDNA3.1-GFP-int3 and the 6-CD20 vector. All of these vectors were amplified into JM105 bacteria. The HT1080 cell line was then transfected by these vectors using the Lipofectamine transfection kit (Life Technologies) to produce transiently expressing cell lines.
In addition to the D393-CD20 packaging cell line, previously produced, wtCD20, D657-CD20, and D618-CD20 coding sequences were inserted into the retroviral pBABE-GFP vector (Addgene, UK). The PG13 packaging cell line was transfected by the pBABE-GFP-wtCD20, pBABE-GFP-D657-CD20, and pBABE-GFP-D618-CD20 vectors using the Lipofectamine transfection kit (Life Technologies). Supernatants were then collected at 48, 72, and 96 h to produce HT1080-transduced cells, cultured and selected in puromycin-containing medium. The percentage of stably transduced cells was controlled by assessing GFP expression by flow cytometry.
Splice site prediction and statistical computational analysis
Splicing sites were identified using online splice site prediction tools such as SpliceProt prediction  (http://www.spliceport.org.) or ASSP Prediction  (http://wangcomputing.com/assp/). Statistical analysis was performed using the Χ2 test.
CG executed all experiments, including cell cultures, cytometry, western blotting, and molecular biology, and wrote the original draft of the manuscript. AD performed all PCR, RT-PCR, and RT-qPCR set-up. EBR helped with cell transfection and retroviral transduction. LY, OT, CD, EVDN, FL, ED, FA, and ET provided biological samples from their respective clinical trials or clinical experience. FGO, YG, PT, PS, and CB contributed to improving the manuscript and gave final approval. CF and MD initiated and designed the study, participated in every step of the study, managed the whole project, and wrote the manuscript. All authors read and approved the final manuscript.
The authors thank Dr. Alain Coaquette (Service de virology, CHU Besançon, France) for providing post-transplant EBV samples, Dr. Bernard Royer (INSERM UMR1098) for assistance with statistical analysis, Roselyne Delepine for extracting the biological data from the CLL2007 SA clinical trial, Sarah Odrion for reading the manuscript as well as the scientific committee and clinical investigators of the French cooperative group of CLL/MW.
The authors declare that they have no competing interests.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
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