Although single base-pair resolution DNA methylation landscapes for embryonic and different somatic cell types provided important insights into epigenetic dynamics and cell-type specificity, such ...comprehensive profiling is incomplete across human cancer types. This prompted us to perform genome-wide DNA methylation profiling of 22 samples derived from normal tissues and associated neoplasms, including primary tumors and cancer cell lines. Unlike their invariant normal counterparts, cancer samples exhibited highly variable CpG methylation levels in a large proportion of the genome, involving progressive changes during tumor evolution. The whole-genome sequencing results from selected samples were replicated in a large cohort of 1112 primary tumors of various cancer types using genome-scale DNA methylation analysis. Specifically, we determined DNA hypermethylation of promoters and enhancers regulating tumor-suppressor genes, with potential cancer-driving effects. DNA hypermethylation events showed evidence of positive selection, mutual exclusivity and tissue specificity, suggesting their active participation in neoplastic transformation. Our data highlight the extensive changes in DNA methylation that occur in cancer onset, progression and dissemination.
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EMUNI, FIS, FZAB, GEOZS, GIS, IJS, IMTLJ, KILJ, KISLJ, MFDPS, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, SBMB, SBNM, UKNU, UL, UM, UPUK, VKSCE, ZAGLJ
We have extensively characterized the DNA methylomes of 139 patients with chronic lymphocytic leukemia (CLL) with mutated or unmutated IGHV and of several mature B-cell subpopulations through the use ...of whole-genome bisulfite sequencing and high-density microarrays. The two molecular subtypes of CLL have differing DNA methylomes that seem to represent epigenetic imprints from distinct normal B-cell subpopulations. DNA hypomethylation in the gene body, targeting mostly enhancer sites, was the most frequent difference between naive and memory B cells and between the two molecular subtypes of CLL and normal B cells. Although DNA methylation and gene expression were poorly correlated, we identified gene-body CpG dinucleotides whose methylation was positively or negatively associated with expression. We have also recognized a DNA methylation signature that distinguishes new clinico-biological subtypes of CLL. We propose an epigenomic scenario in which differential methylation in the gene body may have functional and clinical implications in leukemogenesis.
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DOBA, IJS, IZUM, KILJ, NUK, PILJ, PNG, SAZU, UILJ, UKNU, UL, UM, UPUK
Chronic lymphocytic leukemia (CLL) is a frequent hematological neoplasm in which underlying epigenetic alterations are only partially understood. Here, we analyze the reference epigenome of seven ...primary CLLs and the regulatory chromatin landscape of 107 primary cases in the context of normal B cell differentiation. We identify that the CLL chromatin landscape is largely influenced by distinct dynamics during normal B cell maturation. Beyond this, we define extensive catalogues of regulatory elements de novo reprogrammed in CLL as a whole and in its major clinico-biological subtypes classified by IGHV somatic hypermutation levels. We uncover that IGHV-unmutated CLLs harbor more active and open chromatin than IGHV-mutated cases. Furthermore, we show that de novo active regions in CLL are enriched for NFAT, FOX and TCF/LEF transcription factor family binding sites. Although most genetic alterations are not associated with consistent epigenetic profiles, CLLs with MYD88 mutations and trisomy 12 show distinct chromatin configurations. Furthermore, we observe that non-coding mutations in IGHV-mutated CLLs are enriched in H3K27ac-associated regulatory elements outside accessible chromatin. Overall, this study provides an integrative portrait of the CLL epigenome, identifies extensive networks of altered regulatory elements and sheds light on the relationship between the genetic and epigenetic architecture of the disease.
Chronic lymphocytic leukemia (CLL) is a B-cell neoplasm with a heterogeneous clinical behavior. In 5-10% of patients the disease transforms into a diffuse large-B cell lymphoma known as Richter ...transformation (RT), which is associated with dismal prognosis. Here, we aimed to establish patient-derived xenograft (PDX) models to study the molecular features and evolution of CLL and RT. We generated two PDXs by injecting CLL (PDX12) and RT (PDX19) cells into immunocompromised NSG mice. Both PDXs were morphologically and phenotypically similar to RT. Whole-genome sequencing analysis at different time points of the PDX evolution revealed a genomic landscape similar to RT tumors from both patients and uncovered an unprecedented RT subclonal heterogeneity and clonal evolution during PDX generation. In PDX12, the transformed cells expanded from a very small subclone already present at the CLL stage. Transcriptomic analysis of PDXs showed a high oxidative phosphorylation (OXPHOS) and low B-cell receptor (BCR) signaling similar to the RT in the patients. IACS-010759, an OXPHOS inhibitor, reduced proliferation, and circumvented resistance to venetoclax. In summary, we have generated new RT-PDX models, one of them from CLL cells that mimicked the evolution of CLL to RT uncovering intrinsic features of RT cells of therapeutical value.
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EMUNI, FIS, FZAB, GEOZS, GIS, IJS, IMTLJ, KILJ, KISLJ, MFDPS, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, SBMB, SBNM, UKNU, UL, UM, UPUK, VKSCE, ZAGLJ
Genome-wide association studies (GWASs) identified hundreds of signals associated with type 2 diabetes (T2D). To gain insight into their underlying molecular mechanisms, we have created the ...translational human pancreatic islet genotype tissue-expression resource (TIGER), aggregating >500 human islet genomic datasets from five cohorts in the Horizon 2020 consortium T2DSystems. We impute genotypes using four reference panels and meta-analyze cohorts to improve the coverage of expression quantitative trait loci (eQTL) and develop a method to combine allele-specific expression across samples (cASE). We identify >1 million islet eQTLs, 53 of which colocalize with T2D signals. Among them, a low-frequency allele that reduces T2D risk by half increases CCND2 expression. We identify eight cASE colocalizations, among which we found a T2D-associated SLC30A8 variant. We make all data available through the TIGER portal (http://tiger.bsc.es), which represents a comprehensive human islet genomic data resource to elucidate how genetic variation affects islet function and translates into therapeutic insight and precision medicine for T2D.
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•Human pancreatic islets are key drivers of diabetes and related pathophysiology•TIGER integrates omics and expression regulatory variation in 514 human islet samples•TIGER expression regulatory variation allows the identification of diabetes effector genes•The integrated human islet data in TIGER are publicly available through http://tiger.bsc.es
Understanding human islet regulatory genetic variation is essential to better understand the pathophysiology of diabetes and related diseases. Here, Alonso, Piron, Moran et al. present a comprehensive characterization of expression regulatory variation in >500 human islet samples and facilitate its access to the scientific community through the TIGER web portal.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
B-cell receptor (BCR) signaling is crucial for chronic lymphocytic leukemia (CLL) biology. IGLV3-21–expressing B cells may acquire a single point mutation (R110) that triggers autonomous BCR ...signaling, conferring aggressive behavior. Epigenetic studies have defined 3 CLL subtypes based on methylation signatures reminiscent of naïve-like (n-CLL), intermediate (i-CLL), and memory-like (m-CLL) B cells with different biological features. i-CLL carries a borderline IGHV mutational load and significantly higher use of IGHV3-21/IGLV3-21. To determine the clinical and biological features of IGLV3-21R110 CLL and its relationship to these epigenetic subtypes, we characterized the immunoglobulin gene of 584 CLL cases using whole-genome/exome and RNA sequencing. IGLV3-21R110 was detected in 6.5% of cases: 30 (38%) of 79 i-CLLs, 5 (1.7%) of 291 m-CLLs, and 1 (0.5%) of 189 n-CLLs. All stereotype subset 2 cases carried IGLV3-21R110, whereas 62% of IGLV3-21R110 i-CLL cases had nonstereotyped BCR immunoglobulins. IGLV3-21R110 i-CLL had a significantly higher number of SF3B1 and ATM mutations and total number of driver alterations. However, the R110 mutation was the sole alteration in 1 i-CLL and was accompanied only by del(13q) in 3. Although IGHV mutational status varied, IGLV3-21R110 i-CLL transcriptomically resembled n-CLL/unmutated IGHV CLL with a specific signature including WNT5A/B overexpression. In contrast, i-CLL lacking IGLV3-21R110 mirrored m-CLL/mutated IGHV. Patients with IGLV3-21R110 i-CLL had a short time to first treatment and overall survival similar to those of n-CLL/unmutated IGHV patients, whereas patients with non-IGLV3-21R110 i-CLL had a good prognosis similar to that of patients with m-CLL/mutated IGHV. IGLV3-21R110 defines a CLL subgroup with specific biological features and an unfavorable prognosis independent of IGHV mutational status and epigenetic subtype.
•IGLV3-21R110 defines a CLL subset with an intermediate epigenetic subtype, moderate IGHV mutations, specific drivers, and poor outcomes.•IGLV3-21R110 CLL has a transcriptional profile resembling unmutated IGHV CLL and specific signature including WNT5A/B overexpression.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
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Introduction: B-cell receptor (BCR) signaling is crucial for chronic lymphocytic leukemia (CLL) biology. IGLV3-21-expressing B-cells may acquire a single point mutation (R110) that triggers ...autonomous BCR signaling conferring aggressive behavior. Epigenetic studies have defined three CLL subtypes based on methylation signatures reminiscent of pre- and post-germinal center B-cells named naïve-like (n-CLL), intermediate (i-CLL) and memory-like CLL (m-CLL) with different biological features. i-CLL carry a borderline IGHV mutational load and a significant higher usage of IGHV3-21/IGLV3-21. The integration of these factors might translate into novel insights in CLL pathogenesis with implications on the proposed stratification of the patients.
Aim: To determine the clinical and biological features of the IGLV3-21R110 in CLL in the light of the epigenetic subtypes and immunogenetic, genomic and transcriptomic landscapes of the tumors.
Methods: We characterized the immunoglobulin (IG) gene of 584 CLL cases from whole-genome/exome and RNA sequencing using our recently developed algorithm IgCaller (Nadeu et al., Nat. Commun. 2020) and MiXCR, respectively. The genomic makeup of the tumors was obtained from whole-genome/exome sequencing while RNA sequencing data for 369 cases was used for gene expression analyses. Expression levels of WNT5A and WNT5B were verified by quantitative PCR with reverse transcriptase. Primary end points were time to first treatment (TTFT) and overall survival (OS) calculated from the date of diagnosis. All patients gave written informed consent. The study was approved by the Ethics Committee of the Hospital Clínic of Barcelona.
Results: The IGLV3-21R110 was detected in 6.5% of cases being similarly distributed between mutated (6.5%) and unmutated (6.6%) IGHV cases (P=0.56). In contrast, the IGLV3-21R110 was found in 30/79 (38%) i-CLL compared to only 5/291 (1.7%) m-CLL and 1/189 (0.5%) n-CLL (P<0.001). All stereotyped subset #2 cases carried IGLV3-21R110 while 62% of IGLV3-21R110 i-CLL had non-stereotyped IG genes. IGLV3-21R110 i-CLL had a borderline IGHV mutational status (median 97.7%) that was higher than i-CLL lacking the IGLV3-21R110 (median 96.2%, P=0.005). IGLV3-21R110 i-CLL had significantly higher number of SF3B1 and ATM mutations, and total number of driver alterations. Nonetheless, the R110 mutation was the sole alteration in one i-CLL case and accompanied only by del(13q) in three.
Although composite regarding IGHV mutational status, IGLV3-21R110 i-CLL transcriptomically resembled naïve-like/unmutated IGHV CLL and had a specific expression signature of 64 genes with overexpression of WNT5A and WNT5B as hallmarks. No differences were observed in the expression profile of subset #2 and non-subset #2 IGLV3-21R110 i-CLL tumors. On the other hand, i-CLL lacking the IGLV3-21R110 phenotypically mirrored memory-like/mutated IGHV cases.
In relation to prognosis, IGLV3-21R110 i-CLL had a short TTFT and OS similar to n-CLL/unmutated IGHV cases whereas non-IGLV3-21R110 i-CLL had a good prognosis similar to memory-like/mutated IGHV. Therefore, i-CLL cases, which have been associated with an intermediate prognosis between m-CLL and n-CLL in previous studies, can be divided in two subgroups of cases with opposed clinical evolutions based on the IGLV3-21R110. Indeed, the IGLV3-21R110 and n-CLL subtype retained independent prognostic value in multivariate analyses while the i-CLL lost its prognostic prediction both for TTFT and OS. The prognostic value of the IGLV3-21R110 was also independent of the IGHV mutational status. In terms of applicability in the clinics, all n-CLL cases were classified as unmutated IGHV and 98% of m-CLL were mutated IGHV. Thus, either a complete IG characterization (IGHV mutational status and IGLV3-21R110) or the integration of the n-CLL subtype and IGLV3-21R110 identified virtually the same subset of patients with aggressive disease.
Conclusions: The IGLV3-21R110 defines a CLL subset with borderline IGHV mutations, specific driver alterations, a gene expression signature including WNT5A/B overexpression, and an unfavorable prognosis independent of the IGHV mutational status and epigenetic subtypes. Our findings support the identification of IGLV3-21R110 CLL as a particular subgroup of the disease with relevance in the risk stratification of the patients.
Nadeu:Janssen: Honoraria. Campo:NIH: Consultancy, Other: Co-inventor on a patent related to the MCL35 assay filed at the National Institutes of Health, United States of America..
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
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Introduction: The t(14;19)(q32;q13) is a rare cytogenetic abnormality found in <0.1% of all B-cell neoplasms. The molecular features of this translocation are not well characterized. IGH-BCL3 ...rearrangement has been found in some tumors identified as “atypical” chronic lymphocytic leukemia (CLL) with aggressive clinical evolution. This translocation has also been observed in other B-cell neoplasms without clear evidence of the target gene. The mechanisms generating this translocation, the genomic profile of alterations of these cases, and whether different molecular features may be associated with specific entities are not known.
Aim: To elucidate the genomic features of B-cell neoplasms carrying the t(14;19) and their relationship to pathological characteristics of the tumors.
Materials and methods: We sequenced the whole-genome (WGS) of 13 cases in which the t(14;19) had been identified by conventional cytogenetics and/or FISH using a BCL3 break-apart probe. In six of these cases we performed RNA-seq. Pathological and clinical revision was conducted in all cases, 8 of them with tissue biopsies.
Results: The breakpoints of the t(14;19) were characterized at base-pair resolution using WGS. All breakpoints in chr14 were found within any of the class switch recombination (CSR) regions suggesting an aberrant CSR as the mechanism causing this alteration. The breakpoints on chr19 were found upstream (13 kb) the 5' untranslated region (UTR) of BCL3 in 8/13 (61.5%) cases. One additional case had the breakpoint further upstream (49 kb) of BCL3 truncating CEACAM16. The four remaining cases had breakpoints downstream of BCL3; two cases within CBLC, one in BCAM, and one after NECTIN2. Of note, the further upstream BCL3 case and the downstream BCL3 cases had mutated IGHV, while all upstream BCL3 cases had unmutated IGHV. Based on RNA-seq data, all upstream BCL3 cases (n=5) showed an upregulation of BCL3, while one downstream case with RNA-seq available showed upregulation of NECTIN2 and low levels of BCL3. The pathology review identified the four downstream BCL3 cases as marginal zone lymphomas whereas the cases with breakpoints upstream BCL3 (n=3 with tissue available) and the case further upstream BCL3 were classified as “atypical” CLL.
We next characterized the genomic landscape of these tumors based on the breakpoint on chr19 (upstream and downstream BCL3). The analysis of the WGS showed a lower number of mutations, copy number alterations (CNA), and structural variants (SV) in the upstream BCL3 group compared to the downstream BCL3 cases (mean of 2429.5 vs 6271.7 somatic mutations, 3.1 vs 11.7 CNA, and 4.4 vs 18 SV, respectively). In terms of specific driver mutations, the downstream BCL3 group carried mutations in genes previously described in MZL, such as KMT2D, NOTCH2, or KLF2 found in two cases. All but one case with the breakpoint upstream BCL3 carried trisomy 12 (tri12), which was absent in all cases with a downstream breakpoint.
Finally, we performed a differential expression analysis between 5 atypical CLL cases with BCL3 rearrangements vs 4 CLL without t(14;19) all unmutated IGHV. This analysis showed 578 genes upregulated and 720 genes downregulated in the BCL3-rearranged cases (q <0.05), including remarkable differences in the expression of previously described CLL hallmark genes, such as upregulation of EBF1 and downregulation of LEF1, FMOD, ADTRP, CLNK, IGSF3, TCF4. An analysis of the RNA-seq data of 294 CLL cases lacking the t(14;19) (Puente et al., Nature 2015) indicated that this transcriptional program was not related to IGHV mutational status nor to the presence of tri12. Nonetheless, we identified a small set of tri12 mutated IGHV CLL lacking the t(14;19) with a similar modulation of the expression of the above hallmark genes.
Conclusions: We have characterized the breakpoints of the t(14;19) at base-pair resolution and evidenced marked molecular and pathological differences of the tumors according to the location of the breakpoint. Tumors carrying the breakpoint downstream BCL3 exhibit a higher genomic complexity, driver alterations, and pathological features corresponding to MZL. Contrarily, tumors with the breakpoint upstream of BCL3 upregulate BCL3 and display lower genomic complexity as well as CLL-like features. Nonetheless, these cases have a different gene expression profile compared to conventional CLL characterized by LEF1 downregulation and EBF1 overexpression.
Navarro: Nocartis: Honoraria; Roche: Honoraria; EUSA: Consultancy, Research Funding; Pharma: Consultancy; GILEAD: Research Funding; Pharma: Research Funding.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
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