Number Of Copy Number Aberrations Research Articles

Abstract PD14-05: Portraying tumor evolution of lobular breast cancer through phylogenetic analysis

Abstract Background: Despite therapeutic advancements, a substantial number of patients with treated early-stage invasive lobular carcinoma (ILC) of the breast will still relapse as late as 20 years after the initial tumor diagnosis, thus making follow-up a challenging task. Here, using patient-matched primary and metastatic tumors from patients with ILC, we aimed to decipher the evolution of lobular breast cancer through time and explore metastatic dissemination events and underlying heterogeneity. Materials and Methods: We retrospectively identified 38 patients with metastatic ILC, of which 6 with de novo metastatic disease. In total, 99 formalin-fixed paraffin embedded tissue samples of primary tumor and metastasis, together with well-annotated clinicopathological data, were available. Low coverage whole-genome sequencing was performed to infer somatic copy number aberrations (CNA). Phylogenetic reconstruction was performed with Integer Linear Program for the Copy-Number Tree Problem algorithm. Results: Reconstruction of the phylogenetic trees showed different patterns of dissemination. For patients with multiple metastatic samples sequenced (4/4 patients), the metastases were found to be seeded from a common metastatic precursor. For a subset of patients with multiple primaries (5/10 patients), distant metastases were seeded from specific clones inside the primary tumor. Detailed analysis of known driver genes showed that alterations in common driver genes such as TP53, MYC and CCND1 were shared between primary tumor and metastases in a large proportion of the patients (47%, 32% and 21% of patients respectively) whilst CNA in other driver genes including FGFR2, PTEN or AKT2 among others, were frequently private in the metastases. Interestingly, we observed that in approximately 30% of the patients, the metastases harbored less CNA than the matched primary tumor, resulting in shorter metastatic branches and possibly indicating a decelerated tumor progression. Further analysis of the genomic and clinicopathological characteristics showed that these patients were mostly de novo metastatic (p-value=0.002), metastasizing primarily to the liver or bone and had significantly more aberrations in NF1, AKT1 and FGFR (p-value=0.04, 0.01 and 0.03 respectively), when compared to the rest of the cohort. Finally, most of the patients (63%) had a lower number of CNA accumulated after the metastatic lineage separation compared to the common trunk, implying a late dissemination event. Conclusions: In this study, we described different metastatic dissemination events taking place in ILC. Our analyses allowed us to identify a subset of tumors characterized by slow tumor progression, indicating potential tumor dormancy, as well as evidence of late dissemination evidence for most of the patients, thus highlighting the importance of early detection through cancer screening. These findings further shed light on how ILCs evolves through time and could potentially influence the clinical management of invasive lobular breast cancer. Citation Format: Danai Fimereli, David Venet, Mattia Rediti, David N Brown, Bram Boeckx, Marion Maetens, Samira Majjaj, Ghizlane Rouas, Maria Capra, Giuseppina Bonizzi, Federica Contaldo, Christine Galant, Martine Piccart, Giancarlo Pruneri, Denis Larsimont, Diether Lambrechts, Christine Desmedt, Françoise Rothé, Christos Sotiriou. Portraying tumor evolution of lobular breast cancer through phylogenetic analysis [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr PD14-05.

Abstract GS1-06: Unraveling lobular breast cancer progression and endocrine resistance mechanisms through genomic and immune characterization of matched primary and metastatic samples

Abstract Background: Invasive lobular breast cancer (ILC) represents the second most common histology of breast cancer, accounts for 10-15% of all invasive cases and generally expresses the estrogen receptor (ER, coded by the ESR1 gene). Little is known about the genomic alterations associated with tumor progression and endocrine resistance in ILC. Here, we therefore molecularly characterized a unique series of matched primary and metastatic ILC. Patients and methods: We retrospectively identified 129 metastatic ER-positive ILC patients from 6 institutions. Following central pathology review and available DNA from the primary tumor (P), the metastasi(e)s (M), as well as from normal tissue, 80 patients (279 samples) were eligible for this study. All but 6 patients (7.5%) received endocrine treatment before metastatic sampling. Low pass whole genome and targeted gene screen (N=20 genes) sequencing was conducted to detect copy number aberrations (CNAs) and mutations associated with ILC metastatic progression respectively. ESR1 mutations were further assessed using droplet digital PCR (ddPCR). Publicly available data from IJB (n=413 ILC Ps), TCGA (n=172 ILC Ps), and MSKCC-IMPACT (n=116 ILC Ms) were used to compare and validate the frequencies of the detected alterations in ILC. Stromal tumor infiltrating lymphocytes (TILs) were assessed by two experienced pathologists. Results: The overall matched CNA comparison revealed a significant positive association between relapse-free survival and the P/M genomic distance defined by the number of CNAs private to P or M (r2= 0.52, p<.001), suggesting that the longer the disease evolution, the more M differs from P. Regarding CNA changes in cancer genes, we observed the acquisition in M of MYC, CCND1, FGFR1/ZNF703, and ZNF217 amplifications in 17, 9, 6 and 6% of the patients, as well as RB1, PTEN, and TP53 deletions in 9, 11, and 6% of the patients, respectively. The matched P/M comparison of the mutations highlighted the acquisition in M of mutations in 11% of the patients for CDH1, in 10% for ESR1, in 8% for ARID1A, in 5% for ERBB2, GATA3, IGF1R, MAP3K1, and PIK3CA, and in 3% for AKT1 and TBX3. Of interest, when comparing the overall CNA frequencies of our Ms to publicly available data from ILC Ps, we observed a higher frequency of CCND1 and MYC amplification, of PTEN, RB1 and TP53 deletions, as well of AKT1, ERBB2, ESR1 and IGF1R mutations in our ILC Ms. Of note, we did not detect any significant difference in CNA or mutational frequency when comparing our ILC Ms to those from MSKCC-IMPAKT. Regarding the immune infiltration, higher TILs in Ps were significantly associated with younger age at diagnosis, high grade tumors, and with mixed non-classic and trabecular histology. A paired analysis revealed no significant difference in TIL levels between P and M. TIL levels in the P or M were not associated with survival. Conclusion: This is to our knowledge the largest metastatic ILC series in which matched P and M samples were interrogated, revealing several genomic alterations, some of which potentially targetable, driving disease progression and endocrine resistance. Citation Format: Desmedt C, Richard F, Majjaj S, Pingitore J, Brown D, Rothé F, Marchio C, Clatot F, Mariani O, Boeckx B, Rouas G, Bertucci F, Galant C, Van den Eynden G, Salgado R, Lambrechts D, Vincent-Salomon A, Piccart M, Pruneri G, Larsimont D, Sotiriou C. Unraveling lobular breast cancer progression and endocrine resistance mechanisms through genomic and immune characterization of matched primary and metastatic samples [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr GS1-06.

Abstract 5376: Whole-exome sequencing of acquired nevi identifies novel mechanisms for development and maintenance of benign neoplasms

Abstract Background: Acquired melanocytic nevi (AMN) are often mimicking melanoma and ~30% of all melanomas arise within a pre-existing nevus. However, the melanoma transformation rate of each nevus is rare despite the detection of oncogenic mutations BRAF or NRAS mutations in 100% of nevi.Objective: To identify the underlying genetic mechanisms for nevus development.Methods: Nevi, adjacent normal skin, and saliva were sampled from a cross-sectional study. All nevi were clinically, dermoscopically, and histopathologically documented. Using whole-exome sequencing (WES) we assessed the somatic mutational landscape, mutation signatures and copy-number aberrations (CNA) in 30 acquired melanocytic nevi and matching normal skin.Results: In addition to identifying somatic mutations, we confirm the presence of mutational signatures relating to age and ultra-violet radiation (UVR) which mirrors those observed in melanomas of the skin. In matching normal skin of all nevi, we rarely observed the presence of a UVR mutation signature (10% vs. 97% in nevi) despite being exposed to the same amount of UVR as the associated naevus. Instead, we have identified the predominance of defective DNA repair mutation signatures (93%) which we postulate creates the environment for melanocyte transformation sufficient for nevi and perhaps de novo melanoma growth. In copy number aberration (CNA) analysis, in nevi with copy number loss of tumour suppressor genes (TSG), these were balanced by loss of potent oncogenes. Moreover, reticular and non-specific patterned nevi revealed an increased (p<0.0001) number of CNA as compared with globular patterned nevi. Conclusion: The mutation signature data generated in this study confirms that UVR and defective DNA repair mechanism strongly contributes to nevogenesis. The observed copy number changes reflect at a genomic level, the dermoscopic differences of AMN. Lastly, we propose that the balanced loss of TSGs and oncogenes is a protective mechanism of AMN. Citation Format: Mitchell S. Stark, Jean-Marie Tan, Lisa Tom, Kasturee Jagirdar, Duncan Lambie, Helmut Schaider, H. Peter Soyer, Richard A. Sturm. Whole-exome sequencing of acquired nevi identifies novel mechanisms for development and maintenance of benign neoplasms [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5376.

Genomic Landscape of Relapsed Acute Lymphoblastic Leukemia

Introduction: Despite risk stratification according to presenting clinical and genetic features, 10-25% of children with acute lymphoblastic leukemia (ALL) relapse, which is associated with a poor prognosis. Here, we sought to provide a comprehensive overview of the genetic alterations associated with relapse in ALL.Methods: We studied 93 children (27 female, 43 male) diagnosed with ALL (62 B-progenitor, 25 T-lineage) between 1987 and 2008 and treated on total therapy studies XI-XVI who experienced relapse and/or a second tumor. Age at diagnosis ranged from 3 months to 18 years. Median time to relapse was 3 years (range 3 months to 10 years). Seventy patients had a single relapse, 15 cases had 2 relapses, and 8 cases developed a second tumor of different lineage (B-cell lymphoma, chronic myeloid leukemia (n=1 each) and acute myeloid leukemia (n=6)). Diagnosis, relapse and matched normal samples (n=299) were studied using Affymetrix SNP 6.0 microarrays and whole genome or whole exome sequencing.Results: We found 2692 copy number aberrations (CNAs) with a median of 9 (range 0-109) in the diagnosis samples (n=91) compared to a median of 10 (range 0-112) in the relapse samples (n=89) and 12 (range 0-70) in subsequent samples (n=20). The number of CNAs did not differ significantly between diagnosis, relapse or subsequent samples.We identified a 7286 non-silent single nucleotide variants (SNVs) and small insertions or deletions (indels) in 5002 genes, 1392 of which were recurrent. The median number of variants was 12 (range 0-70) at diagnosis (n=91), 21 (range 0-858) at relapse (n=91; P=0.0029 v. diagnosis) and 60 (range 10-650) in subsequent samples (n=20; P<0.0001 v. diagnosis). A subset of samples revealed very high (variant range 658-1703; 7 cases, 9 samples: all relapse or subsequent samples), or high mutation burden (variant range 104-290; 12 cases, 16 samples: 2 diagnosis, 10 relapse, and 4 subsequent samples). Genes encoding mediators of DNA repair were affected in all cases with very high mutation burden, compared to 7 of the high burden cases and 18 out of 72 other cases (most commonly genes TP53, MSH2, and MUTYH; P<0.0001).The most frequently mutated genes were NOTCH1 (n=33), NRAS (n=24), CREBBP (n=20) and KRAS (n=16). Of the recurrently altered genes, only 87 genes were known to be affected in cancer (Cancer Gene Census, COSMIC database), of which 59 were affected in leukemia and lymphoma tissues, indicating that we have identified 1306 novel recurrently affected genes, most commonly C13orf40 and MKI67. Mutations in epigenetic regulators were particularly frequent, with genes mutated in at least 3 cases altered in over 60% of the cohort (e.g. CREBBP, EP300, MLL2, MLL3, KDM6A/B, CTCF, SETD2, TET2/3, and EZH2).Clonal evolution analyses showed multiple patterns of evolution, with relapses sharing either few or many variants with the diagnosis sample in a frequency that reflects both predominant clones and minor subclones propagating relapse. Variants in NOTCH1, NRAS, and CREBBP were preserved from a major clone at diagnosis in 4, 6, and 5 cases respectively, but acquired at relapse or grown out from a minor subclone at diagnosis in 3, 5, and 8 cases respectively. In contrast, variants in USH2A (n=4), FOXA1 (n=3), and purine/pyrimidine synthesis pathway genes NT5C2 (n=3), PRPS1 (n=3) and NT5C1B (n=1) were exclusively found in relapse samples. Notably, the NT5C2 mutations, which are thought to confer resistance to thiopurines, were subclonal at relapse in the majority of cases.We identified 13 cases (10 B-lineage, 3 T-lineage) in which the diagnosis and relapse were fully discordant for all CNAs and sequence mutations, only 4 of which showed a prolonged remission time (>5 years). This suggests that these patients developed a second primary malignancy and may be predisposed to leukemia development. Indeed, one case revealed focal amplifications on chromosome 1q21.1 encompassing the neuroblastoma breakpoint family genes, which are implicated in cancer development. Comprehensive germline analyses are underway.Conclusion: This study has provided detailed insight into the genetic basis of relapse, implicating multiple new genes and pathways involved in treatment resistance, demonstrating multiple patterns of clonal evolution, and revealing an unexpectedly high frequency of genetically discordant second malignancy in relapse in ALL. DisclosuresEvans:Prometheus Labs: Patents & Royalties: Royalties from licensing TPMT genotyping. Mullighan:Amgen: Honoraria, Speakers Bureau; Cancer Science Institute: Membership on an entity's Board of Directors or advisory committees; Incyte: Consultancy, Honoraria; Loxo Oncology: Research Funding.

Abstract B129: Clinical implications of inter- and intra- prostatic heterogeneity.

Abstract Men with localized prostate cancer vary widely in clinical outcome, with a 30-50% failure rate after primary treatment. There is thus significant interest in developing genomically refined prognostic groups. We sought to evaluate the extent of genetic heterogeneity, both between patients (inter-prostate) and within individual prostate glands (intra-prostate) to assess the impact of genetic heterogeneity on risk stratification within a tight clinical cohort. Copy number aberrations (CNAs) from 75 Gleason 7 patients were determined by OncoScan SNP microarrays. We measure the percentage of genome involved in a CNA, termed percent genome aberration (PGA), a proxy for genomic instability. Additionally, whole genome sequencing was applied to 10 intermediate-risk prostate tumours and matched blood, including multiple manually macro-dissected regions from 5 of the prostates (range 2 to 9). Somatic single nucleotide variants (SNVs) and genomic rearrangements (GR) were extracted from each patient. We find a high degree of inter-prostatic heterogeneity between the 75 Gleason 7 patients, with the number of CNAs per patient ranging from 0 to 929, corresponding to PGA 0 to 16.7%. Known prognostic markers can differentiate between patients at higher risk for biochemical recurrence, but only account for a fraction of the cohort. Notably, when these prognostic genes are examined within multiple regions of five independent tumours, they differ in copy number between cancerous regions of the same prostate. For example, TP53 is deleted in 1/2, 1/3, 4/9, 0/4, and 4/5 prostate regions. Indeed, phylogenetic analysis of geographically distinct regions revealed multi-clonal disease in two of the five patients; separate analyses based on SNVs, CNAs, and GRs all concluded that these patient have two genetically distinct cancers within their prostate. We demonstrate dramatic levels of inter- and intra- prostate genetic heterogeneity within pathologically identical or similar cancers. The observed intra-prostatic genomic heterogeneity, both in terms of multi-focal and multi-clonal disease, has critical implications for clinical management. Prognostic information obtained by biopsy may be inconsistent depending on the site of biopsy, and applying personalized medicine to prostate cancer will be challenging. This study highlights the need for further evaluation of how intra-prostatic heterogeneity is related to patient prognosis. Citation Information: Mol Cancer Ther 2013;12(11 Suppl):B129. Citation Format: Emilie Lalonde, Paul C. Boutros, Michael Fraser, Richard de Borja, Nicholas J. Harding, Dominique Trudel, Alice Meng, Pablo H. Hennings-Yeomans, Andrew McPherson, Amin Zia, Jianxin Wang, Timothy Beck, Natalie S. Fox, Taryne Chong, Michelle Sam, Jeremy Johns, Lee Timms, Nicholas Buchner, Sohrab Shah, Cenk Sahinalp, Thomas J. Hudson, John D. McPherson, Theodorus van der Kwast, Robert G. Bristow. Clinical implications of inter- and intra- prostatic heterogeneity. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2013 Oct 19-23; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(11 Suppl):Abstract nr B129.