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TREC mediated oncogenesis in human immature T lymphoid malignancies preferentially involves ZFP36L2

Abstract

The reintegration of excised signal joints resulting from human V(D)J recombination was described as a potent source of genomic instability in human lymphoid cancers. However, such molecular events have not been recurrently reported in clinical patient lymphoma/leukemia samples. Using a specifically designed NGS-capture pipeline, we here demonstrated the reintegration of T-cell receptor excision circles (TRECs) in 20/1533 (1.3%) patients with T-cell acute lymphoblastic leukemia (T-ALL) and T-cell lymphoblastic lymphoma (T-LBL). Remarkably, the reintegration of TREC recurrently targeted the tumor suppressor gene, ZFP36L2, in 17/20 samples. Thus, our data identified a new and hardly detectable mechanism of gene deregulation in lymphoid cancers providing new insights in human oncogenesis.

Background

Adaptative immunity depends on V(D)J recombination to assemble antigen receptor genes from their component gene segments in T and B cells. During this process, the variable (V) diversity (D) and joining (J) gene segments present within the immunoglobulin (IG) and T-cell receptor (TCR) loci are assembled to form a complete V(D)J exon encoding the variable region of the IG/TCR. Recombination-activating gene (RAG) protein complexes consisting of heterotetrameric RAG1 and RAG2 proteins, recognize, capture and bind recombination signal sequences (RSSs) that flank V, (D) and J genes. Each RSS comprises a heptamer and a nonamer sequence separated by either 12 or 23 nucleotide spacer, which recombine according to the 12/23 rule. Following the capture of an RSS, the RAG protein complex generates a single strand break followed by 3'OH transesterification, forming a hairpin on coding ends (CE) and releasing a double strand DNA break (DSB) precisely at the junction between the RSS heptamer and the gene segment. Hairpin coding ends are nicked and processed to generate a coding joint by the non-homologous endjoining (NHEJ) pathway while blunt signal ends (SE) are fused into signal joints [1, 2]. Signal joints produced during V(D)J recombination are excised as episomal circles which are non-replicative but stable structures diluted through cell divisions [3].

Besides its essential role to provide a large antigen receptor repertoire in T and B cells, the V(D)J recombination machinery is also a threat to genomic stability, given its ability to induce DSB followed by erroneous repair of breaks in non-antigen receptor loci during the recombination process [4, 5]. Such aberrant recombination is involved in lymphoid oncogenesis, giving rise to translocations inducing activation of oncogenes as t(14;18)/IGH-BCL2 in follicular lymphoma and t(11;14)/IGH-CCND1 in mantle cell lymphoma or deletion of tumor suppressor genes such as IKZF1 and CDKN2A/B in B and T-cell acute lymphoblastic leukemia (T-ALL) [6, 7].

In addition, it has been shown that in the presence of RAG, the excised episomal circles resulting from V(D)J recombination, previously considered inert, may be reintegrated into the genome through recombination occurring between the episomal signal joints and an IG/TCR target as well as into cryptic RSSs [3, 8,9,10]. The reintegration of such episomal circles in close proximity of oncogenes has been suggested as a mechanism of lymphoid oncogenesis by deregulation of target genes. However, this source of genomic instability has not been identified as a recurrent mechanism of oncogene deregulation in human lymphoid neoplasia. To investigate the reintegration of T-cell receptor excision circles (TREC) in clinical samples, we used a large T-ALL/T-cell lymphoblastic lymphoma (T-LBL) collection (n = 1533), to which we applied an NGS-capture pipeline designed to detect TRD (D and J gene segments) and partner gene translocations (Fig. S1). A specific bioinformatics pipeline was created to this aim as described schematically in the methods. For more details, the structural variant caller algorithm is available online https://github.com/Dr-TSteimle/sv-finder.

Results and discussion

To evaluate the performance of our NGS pipeline, we took advantage of our previously published cohort of 264 T-ALL samples annotated for TRD translocations [4] which had been explored by fluorescence in situ hybridization (FISH) using a TRD dual-color probe. Concordant results were observed in 259/264 cases. NGS detected TRD translocations in 4 cases negative by FISH, all of which were confirmed by sequence specific PCR. Detailed sequence analysis revealed that two of them were not translocations but TREC insertion, as described below. The resulting sensitivity and specificity of the NGS pipeline compared to FISH were 98.1% [95% CI 96–99] and 97.7% respectively. The positive predictive value was 99.5% and the negative predictive value was 91.5%.

Next, we applied our NGS-capture pipeline to an additional discovery cohort of 1269 patients, leading to analysis of a total of 1533 T-ALL/T-LBL patients. Overall, 216 TRD translocations were detected in 209/1533 (13.6%) T-ALL/T-LBL patients (Fig. S1). While most patients (97%) exhibited one TRD translocation, a minority of cases (3%) had two TRD translocations involving two partner genes. No differences were observed in terms of incidence of TRD translocation comparing T-ALL and T-LBL. TRD partner genes were identified by NGS in all except one case, due to BLAST sequence failure. NGS identified the following recurrent TRD partner genes (i.e. observed in at least two patients): TLX1 (n = 95, 44%), LMO2 (n = 52, 24%), TAL1 (n = 23, 11%), ZFP36L2 (n = 11, 5%), LMO1 (n = 4, 2%), TLX3 (n = 4, 2%), mitochondrial DNA (mtDNA) (n = 3, 1%), NOTCH1 (n = 3, 1%) and NKX2-4 (n = 2, 1%) (Fig. 1A, Table S1). Additionally, trans-rearrangements involving TRD and TRG loci were observed in 3 cases, TRB locus in 1 case, and IGH locus in 1 case, all in T-ALL.

Fig. 1
figure 1

TRD translocations and TREC insertions from TRD and TRB loci in T-ALL/T-LBL patients. A Distribution frequency of the TRD partner genes among the 1533 T-ALL/T-LBL patients. ZFP36L2, the new recurrent partner gene, is indicated in light blue. B Schematic representation of insertion of TREC from TRD gene into the ZFP36L2 gene. C Junction sequences of TREC insertion from TRD and TRB loci in ZFP36L2, MORN3, LAMA4, RPP30 and TRG genes. D Fine mapping of chromosome 2 using optical genome mapping indicating an insertion sizing 10 Kb located in ZFP36L2 on 2p21 in UPNs 1044, 1402, 1061, and 1007 and an insertion sizing 1.2 Kb located in ZFP36L2 in UPNS 1309 and LLT-245

NGS enabled the identification of novel TRD partner genes such as RPP30, ROCK1, CLX1/SNAI2, SORCS1, HOTAIR, MORN3, LAMA4, and mitochondrial DNA (mtDNA). All were confirmed using specific genomic PCR designed for each translocation (data not shown). From the newly identified TRD-translocated oncogenes, only the mtDNA was recurrent (in 3 cases of T-ALL). A recent publication reported the insertion of mtDNA into the nuclear genome with an occurrence of 1/103 cancers mainly affecting various tumor genes such as FHIT, CTNNA2, DDIT3, WIF1, BCL11B, KDM5A, and AKT2 [11]. Here, the inserted fragment from mtDNA originated from various areas of mtDNA. Schematic representations of TRD translocations and genomic position of breakpoints in partner gene are shown in Figs. S2, S3 and S4.

Among TRD partner genes, ZFP36L2 was identified as a new recurrent partner gene, detected in a significant number of patients (n = 11, ~ 1% in T-ALL/T-LBL) (Fig. 1A, Table S1). To our knowledge only one publication using RNAseq reported TRA/D-ZFP36L2 fusion transcripts in 2 cases of T-ALL [12]. Importantly, sequence analysis of the TRD-ZFP36L2 breakpoint demonstrated that the genomic abnormalities detected by NGS in all 11 cases were in fact the reinsertion of TREC generated during Dδ2-Dδ3 rearrangements (Fig. 1B-C). TREC insertion sites in the ZFP36L2 gene were not associated with cryptic RSS sequences suggesting that breaks in this gene were not RAG-induced. As first reported for chromosomal translocations, illegitimate V(D)J recombination has been reported to occur either through the targeting of a cryptic RSS (referred to as type 1 translocations), or through repair of V(D)J-initiated CE/SE with a chromosomal break devoid of such cryptic site (referred to as type 2 translocations) [13]. For type 2, although some non-RAG initiated breaks may occur in fragile sites (e.g. chromosome 18 breaks in t(14;18) translocations in follicular lymphoma [14]), the precise mechanisms producing the breaks are mostly unknown and may actually be quite diverse. Of note, we have previously reported than TRB- and TRD-oncogenes translocations in T-ALL are mostly of type 2 mechanism [4].

Regarding TREC reinsertion, both “type 1-like” and “type 2-like” mechanisms have also been recapitulated in vitro and in mouse models. In type 1-like reinsertions [3, 9, 10], all breaks are initiated by RAGs, and generate one signal joint and one pseudo-hybrid joint. In type 2-like reinsertions [10], breaks at the TCR loci are initiated by RAG variants (RAGcore) and breaks at the non-RSS locus are initiated enzymatically through the I-SceI endonuclease targeting an engineered I-SceI site. Broken ends are illegitimately repaired with SE, resulting in the generation of two pseudo-hybrid joints.

Mechanisms of type 1 and type 2 are theoretically similar for translocation and reintegration and experimental models predicted that both type 1-like and type 2-like TREC/B-cell receptor excision circles (BREC) reintegration should occur in humans. Indeed, our results validate the occurrence in humans of the “type 2-like” TREC reinsertions predicted by the engineered mouse models set up by Rommel et al. [10]. We further provide the proof of principle that such type 2-like TREC reinsertions, up to now observed as epiphenomena [10, 15], are actually recurrent events occurring at the vicinity of oncogenes, and potentially linked to their deregulation in T-ALL development.

From the 11 cases with TRD TREC insertion in ZFP36L2 gene, for 6 cases, both RSS from Dδ2 and Dδ3 were identified using PCR-based sequencing. This suggests that the entire Dδ2-Dδ3 TREC has been reinserted. Of note, optical genome mapping (OGM) confirmed the presence of an insertion of ~ 10 kb in ZFP36L2 at 2p21 (Fig. 1D) consistent with the entire Dδ2-Dδ3 TREC insertion in 4 cases (Table S3). Nevertheless, in several cases, the second RSS from either Dδ2 or Dδ3 has not been identified (Fig. 1C). This could be related to (i) PCR-based sequencing failure, (ii) junction sequence modifications induced by RAG/terminal deoxynucleotidyl transferase (TDT) activity including deletion/insertion, and (iii) we can not exclude that in some cases the TREC has been partially inserted. Further investigation, including Whole-Genome Sequencing or Oxford Nanopore long-read sequencing, would need to be performed to address these questions. Similar insertion in ZFP36L2 was not detected using OGM on screening 141 hematological myeloid malignancies (acute myeloid leukemia n = 51, myelodysplastic neoplasm n = 44, chronic myelomonocytic leukemia n = 26, myeloproliferative neoplasm n = 20) or in NGS screening of 351 mature T-cell leukemia/lymphoma (acute T-cell leukemia/lymphoma n = 168, anaplastic large cell lymphoma n = 118, enteropathy associated T-cell lymphoma n = 25, other T-cell lymphoma n = 40). ZFP36L2, Zinc Finger Protein 36-like 2, which codes for an RNA-binding protein, is considered as a tumor suppressor gene in various cancers, including hematological malignancies [16]. In mice, lack of ZFP36L1 and ZFP36L2 in lymphocytes during thymopoiesis induces T-ALL transformation with dependence on the oncogenic transcription factor NOTCH1 [17]. ZFP36L2 has also been reported as a putative driver gene affected by mutations in T-ALL [18]. We further investigated the presence of TREC insertion from the TRB locus using an NGS pipeline designed to detect TRB rearrangements. Remarkably, we detected insertions of TREC from TRB in 6 patients in our cohort, all located in ZFP36L2 (Fig. 1C, Table S2). In 2 cases with available material, OGM confirmed the presence of an insertion of ~ 1.2 kb located in ZFP36L2 at 2p21 (Fig. 1D) consistent with the insertion of Dβ2-Jβ2–3 TREC (Table S3).

Patients with insertion of TREC from TRD and TRB loci were negative for known major oncogenes drivers (i.e. TLX1, TLX3, HOXA9, TAL1) in 11/13 patients, suggesting a potential role of TREC insertion on oncogenesis (Table S2). Moreover, immunophenotypic characterization demonstrated an early T-cell precursor (ETP) phenotype and/or immunogenotypic immaturity (IM) in 9/11 patients consistent with the fact that insertion of TREC into target genes occurs in an early progenitor.

Molecular mapping of other TCR breakpoints also revealed the insertion of TREC in 4 other partner genes: MORN3, RPP30, LAMA4, and TRG (Table S2) which have not been specifically explored within the context of the present manuscript but which demonstrate that TREC reintegration is not limited to the ZFP36L2 gene.

Conclusions

Using NGS-capture based analysis and a specific bioinformatics pipeline, our data demonstrated the proof of concept that D-J TREC reintegration is a recurrent and elusive mechanism of gene deregulation in T-ALL. This paves the way for further investigations, including the NGS panel designed to identify B-cell receptor excision circles (BREC) reinsertion in B-cell lymphoma/leukemia, and opens exciting novel perspectives in understanding of molecular mechanisms of human oncogenesis.

Availability of data and materials

All other data are available on reasonable request from the corresponding authors.

Abbreviations

CE:

Coding ends

BREC:

B-cell receptor excision circles

DSB:

Double strand DNA break

ETP:

Early T-cell precursor

FISH:

Fluorescence in situ hybridization

IG:

Immunoglobulin

IM:

Immunogenotypic immaturity

mtDNA:

Mitochondrial DNA

NGS:

Next-generation sequencing

NHEJ:

Non-homologous end joining

OGM:

Optical genome mapping

RAG:

Recombination-activating gene

RSS:

Recombination signal sequences

SE:

Signal ends

T-ALL:

T-cell acute lymphoblastic leukemia

TCR:

T-cell receptor

TDT:

Terminal deoxynucleotidyl transferase

T-LBL:

T-cell lymphoblastic lymphoma

TREC:

T-cell receptor excision circles

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Acknowledgements

The authors would like to thank all participants in the GRAALL-2003 and GRAALL-2005 study groups, the SFCE and the investigators of the 16 SFCE centers involved in collection and provision of data and patient samples, and V. Lheritier for collection of clinical data. The GRAALL was supported by grants P0200701 and P030425/AOM03081 from the Programme Hospitalier de Recherche Clinique, Ministère de l’Emploi et de la Solidarité, France and the Swiss Federal Government in Switzerland. Samples were collected and processed by the AP-HP “Direction de Recherche Clinique” Tumor Bank at Necker Enfants-Malades.

Funding

The Necker Laboratory discloses support from INCA [PLBIO 2021–1], [PLBIO-04] and [PRT-K 18–071], La Ligue Contre le Cancer [labellisation] and ARC L’association contre le Cancer Labellisation [PGA_RC 2020 ROUSSELOT]. Thomas Steimlé was supported by grants from the Fondation pour la Recherche Médicale (FRM).

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Contributions

E.B., T.S., A.C. and V.A. wrote the manuscript; T.S. designed the bioinformatics pipeline, analyzed, and interpreted NGS results; C.S. interpreted FISH results; P.V. designed the NGS panel; M.F. performed molecular analysis; A.C. interpreted NGS results, performed and interpreted molecular analysis; E.B., S.K. and L.C. analyzed the results from optical genome mapping; A.B., H.D., N.I. and N.B. provided clinical samples; D.P.B., L.L., A.T., M.E.D., M.S., B.N. and E.M. critically reviewed the manuscript; V.A. and A.C. co-led the entire project. All authors contributed to the article and approved the submitted version.

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Correspondence to Agata Cieslak or Vahid Asnafi.

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Supplementary Information

Additional file 1.

Supplementary materials.

Additional file 2: Fig. S1.

Patient flow diagram. Fig. S2. Schematic representation of breakpoints in partner genes of TRD translocation. Fig. S3. Schematic representation of TRD translocations with TLX1, LMO2 and TAL1 oncogenes. Fig. S4. Schematic representation of TRD translocations with partner genes other than TLX1, LMO2, and TAL1 (A) and trans-rearrangements involving TRD (B) excluding all TREC insertions which are shown in Fig. 1Table S1. Incidence of recurrent and non-recurrent TRD translocation partner genes. Table S2. Clinical and biological characteristics of patients exhibiting insertion of TREC from TRD and TRB loci. Table S3. TREC size.

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Balducci, E., Steimlé, T., Smith, C. et al. TREC mediated oncogenesis in human immature T lymphoid malignancies preferentially involves ZFP36L2. Mol Cancer 22, 108 (2023). https://0-doi-org.brum.beds.ac.uk/10.1186/s12943-023-01794-y

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