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      Profiling molecular regulators of recurrence in chemorefractory triple-negative breast cancers

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          Abstract

          Background

          Approximately two thirds of patients with localized triple-negative breast cancer (TNBC) harbor residual disease (RD) after neoadjuvant chemotherapy (NAC) and have a high risk-of-recurrence. Targeted therapeutic development for TNBC is of primary significance as no targeted therapies are clinically indicated for this aggressive subset. In view of this, we conducted a comprehensive molecular analysis and correlated molecular features of chemorefractory RD tumors with recurrence for the purpose of guiding downstream therapeutic development.

          Methods

          We assembled DNA and RNA sequencing data from RD tumors as well as pre-operative biopsies, lymphocytic infiltrate, and survival data as part of a molecular correlative to a phase II post-neoadjuvant clinical trial. Matched somatic mutation, gene expression, and lymphocytic infiltrate were assessed before and after chemotherapy to understand how tumors evolve during chemotherapy. Kaplan-Meier survival analyses were conducted categorizing cancers with TP53 mutations by the degree of loss as well as by the copy number of a locus of 18q corresponding to the SMAD2, SMAD4, and SMAD7 genes.

          Results

          Analysis of matched somatic genomes pre-/post-NAC revealed chaotic acquisition of copy gains and losses including amplification of prominent oncogenes. In contrast, significant gains in deleterious point mutations and insertion/deletions were not observed. No trends between clonal evolution and recurrence were identified. Gene expression data from paired biopsies revealed enrichment of actionable regulators of stem cell-like behavior and depletion of immune signaling, which was corroborated by total lymphocytic infiltrate, but was not associated with recurrence. Novel characterization of TP53 mutation revealed prognostically relevant subgroups, which were linked to MYC-driven transcriptional amplification. Finally, somatic gains in 18q were associated with poor prognosis, likely driven by putative upregulation of TGFß signaling through the signal transducer SMAD2.

          Conclusions

          We conclude TNBCs are dynamic during chemotherapy, demonstrating complex plasticity in subclonal diversity, stem-like qualities, and immune depletion, but somatic alterations of TP53/MYC and TGFß signaling in RD samples are prominent drivers of recurrence, representing high-yield targets for additional interrogation.

          Electronic supplementary material

          The online version of this article (10.1186/s13058-019-1171-7) contains supplementary material, which is available to authorized users.

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          Most cited references25

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          Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal.

          The cBioPortal for Cancer Genomics (http://cbioportal.org) provides a Web resource for exploring, visualizing, and analyzing multidimensional cancer genomics data. The portal reduces molecular profiling data from cancer tissues and cell lines into readily understandable genetic, epigenetic, gene expression, and proteomic events. The query interface combined with customized data storage enables researchers to interactively explore genetic alterations across samples, genes, and pathways and, when available in the underlying data, to link these to clinical outcomes. The portal provides graphical summaries of gene-level data from multiple platforms, network visualization and analysis, survival analysis, patient-centric queries, and software programmatic access. The intuitive Web interface of the portal makes complex cancer genomics profiles accessible to researchers and clinicians without requiring bioinformatics expertise, thus facilitating biological discoveries. Here, we provide a practical guide to the analysis and visualization features of the cBioPortal for Cancer Genomics.
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            Prognostic value of tumor-infiltrating lymphocytes in triple-negative breast cancers from two phase III randomized adjuvant breast cancer trials: ECOG 2197 and ECOG 1199.

            Recent studies suggest that tumor-infiltrating lymphocytes (TILs) are associated with disease-free (DFS) and overall survival (OS) in operable triple-negative breast cancer (TNBC). We seek to validate the prognostic impact of TILs in primary TNBCs in two adjuvant phase III trials conducted by the Eastern Cooperative Oncology Group (ECOG). Full-face hematoxylin and eosin–stained sections of 506 tumors from ECOG trials E2197 and E1199 were evaluated for density of TILs in intraepithelial (iTILs) and stromal compartments (sTILs). Patient cases of TNBC from E2197 and E1199 were randomly selected based on availability of sections. For the primary end point of DFS, association with TIL scores was determined by fitting proportional hazards models stratified on study. Secondary end points were OS and distant recurrence–free interval (DRFI). Reporting recommendations for tumor marker prognostic studies criteria were followed, and all analyses were prespecified. The majority of 481 evaluable cancers had TILs (sTILs, 80%; iTILs, 15%). With a median follow-up of 10.6 years, higher sTIL scores were associated with better prognosis; for every 10% increase in sTILs, a 14% reduction of risk of recurrence or death (P = .02), 18% reduction of risk of distant recurrence (P = .04), and 19% reduction of risk of death (P = .01) were observed. Multivariable analysis confirmed sTILs to be an independent prognostic marker of DFS, DRFI, and OS. In two national randomized clinical trials using contemporary adjuvant chemotherapy, we confirm that stromal lymphocytic infiltration constitutes a robust prognostic factor in TNBCs. Studies assessing outcomes and therapeutic efficacies should consider stratification for this parameter.
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              Mutant p53 gain of function in two mouse models of Li-Fraumeni syndrome.

              The p53 tumor suppressor gene is commonly altered in human tumors, predominantly through missense mutations that result in accumulation of mutant p53 protein. These mutations may confer dominant-negative or gain-of-function properties to p53. To ascertain the physiological effects of p53 point mutation, the structural mutant p53R172H and the contact mutant p53R270H (codons 175 and 273 in humans) were engineered into the endogenous p53 locus in mice. p53R270H/+ and p53R172H/+ mice are models of Li-Fraumeni Syndrome; they developed allele-specific tumor spectra distinct from p53+/- mice. In addition, p53R270H/- and p53R172H/- mice developed novel tumors compared to p53-/- mice, including a variety of carcinomas and more frequent endothelial tumors. Dominant effects that varied by allele and function were observed in primary cells derived from p53R270H/+ and p53R172H/+ mice. These results demonstrate that point mutant p53 alleles expressed under physiological control have enhanced oncogenic potential beyond the simple loss of p53 function.
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                Author and article information

                Contributors
                hancockb@iupui.edu
                yuhschen@iu.edu
                jsolzak@iupui.edu
                naeem.mufti@gmail.com
                david.wedge@bdi.ox.ac.uk
                dumitru.brinza@thermofisher.com
                charles.scafe@thermofisher.com
                james.veitch@thermofisher.com
                rajesh.gottimukkala@thermofisher.com
                walt.short@thermofisher.com
                rutuja.atale@gmail.com
                mivan@iu.edu
                sbadve@iupui.edu
                bpschnei@iu.edu
                xiolu@iu.edu
                kathmill@iu.edu
                317-278-0189 , mradovic@iupui.edu
                Journal
                Breast Cancer Res
                Breast Cancer Res
                Breast Cancer Research : BCR
                BioMed Central (London )
                1465-5411
                1465-542X
                5 August 2019
                5 August 2019
                2019
                : 21
                : 87
                Affiliations
                [1 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Department of Surgery, , Indiana University School of Medicine, ; 980 W. Walnut St. Room C312, Indianapolis, IN 46202 USA
                [2 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Department of Medical & Molecular Genetics, , Indiana University School of Medicine, ; Indianapolis, IN 46202 USA
                [3 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Department of Microbiology and Immunology, , Indiana University School of Medicine, ; Indianapolis, IN 46202 USA
                [4 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Department of Pathology and Laboratory Medicine, , Indiana University School of Medicine, ; Indianapolis, IN 46202 USA
                [5 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Division of Hematology/Oncology, Department of Medicine, , Indiana University School of Medicine, ; Indianapolis, IN 46202 USA
                [6 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Indiana University Melvin and Bren Simon Cancer Center, , Indiana University School of Medicine, ; Indianapolis, IN 46202 USA
                [7 ]ISNI 0000 0001 2287 3919, GRID grid.257413.6, Indiana University Center for Computational Biology and Bioinformatics, , Indiana University School of Medicine, ; Indianapolis, IN 46202 USA
                [8 ]Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Oxford, UK
                [9 ]Department of Bioinformatics, ThermoFisher Scientific, Carlsbad, CA USA
                Article
                1171
                10.1186/s13058-019-1171-7
                6683504
                31383035
                a4c2035f-a483-4f00-bc13-69d3b8df6254
                © The Author(s). 2019

                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.

                History
                : 8 May 2018
                : 18 July 2019
                Funding
                Funded by: 100 Voices of Hope
                Award ID: N/A
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100009634, Susan G. Komen;
                Award ID: SAC1000007
                Funded by: FundRef http://dx.doi.org/10.13039/100001006, Breast Cancer Research Foundation;
                Award ID: 2012-2013
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2019

                Oncology & Radiotherapy
                triple-negative,breast,cancer,recurrence,chemoresistance,relapse,tp53,smad2,myc,tgf-beta
                Oncology & Radiotherapy
                triple-negative, breast, cancer, recurrence, chemoresistance, relapse, tp53, smad2, myc, tgf-beta

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