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1.
Clin Breast Cancer ; 21(4): e340-e361, 2021 08.
Article in English | MEDLINE | ID: mdl-33446413

ABSTRACT

OBJECTIVE/BACKGROUND: We performed a retrospective analysis of longitudinal real-world data (RWD) from patients with breast cancer to replicate results from clinical studies and demonstrate the feasibility of generating real-world evidence. We also assessed the value of transcriptome profiling as a complementary tool for determining molecular subtypes. METHODS: De-identified, longitudinal data were analyzed after abstraction from records of patients with breast cancer in the United States (US) structured and stored in the Tempus database. Demographics, clinical characteristics, molecular subtype, treatment history, and survival outcomes were assessed according to strict qualitative criteria. RNA sequencing and clinical data were used to predict molecular subtypes and signaling pathway enrichment. RESULTS: The clinical abstraction cohort (n = 4000) mirrored the demographics and clinical characteristics of patients with breast cancer in the US, indicating feasibility for RWE generation. Among patients who were human epidermal growth factor receptor 2-positive (HER2+), 74.2% received anti-HER2 therapy, with ∼70% starting within 3 months of a positive test result. Most non-treated patients were early stage. In this RWD set, 31.7% of patients with HER2+ immunohistochemistry (IHC) had discordant fluorescence in situ hybridization results recorded. Among patients with multiple HER2 IHC results at diagnosis, 18.6% exhibited intra-test discordance. Through development of a whole-transcriptome model to predict IHC receptor status in the molecular sequenced cohort (n = 400), molecular subtypes were resolved for all patients (n = 36) with equivocal HER2 statuses from abstracted test results. Receptor-related signaling pathways were differentially enriched between clinical molecular subtypes. CONCLUSIONS: RWD in the Tempus database mirrors the overall population of patients with breast cancer in the US. These results suggest that real-time, RWD analyses are feasible in a large, highly heterogeneous database. Furthermore, molecular data may aid deficiencies and discrepancies observed from breast cancer RWD.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Sequence Analysis, RNA , Aged , Breast Neoplasms/therapy , Databases, Factual , Feasibility Studies , Female , Gene Expression Profiling , Humans , Longitudinal Studies , Male , Middle Aged , Receptor, ErbB-2/genetics , Receptors, Estrogen/genetics , Retrospective Studies , Sensitivity and Specificity , United States
3.
Breast Cancer Res Treat ; 154(1): 155-62, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26458824

ABSTRACT

Inflammatory breast cancer (IBC) is a distinct clinicopathologic entity that carries a worse prognosis relative to non-IBC breast cancer even when matched for standard biomarkers (ER/PR/HER2). The objective of this study was to identify opportunities for benefit from targeted therapy, which are not currently identifiable in the standard workup for advanced breast cancer. Comprehensive genomic profiling on 53 IBC formalin-fixed paraffin-embedded specimens (mean, 800× + coverage) using the hybrid capture-based FoundationOne assay. Academic and community oncology clinics. From a series of 2208 clinical cases of advanced/refractory invasive breast cancers, 53 cases with IBC were identified. The presence of clinically relevant genomic alterations (CRGA) in IBC and responses to targeted therapies. CRGA were defined as genomic alterations (GA) associated with on label targeted therapies and targeted therapies in mechanism-driven clinical trials. For the 44 IBCs with available biomarker data, 19 (39 %) were ER-/PR-/HER2- (triple-negative breast cancer, TNBC). For patients in which the clinical HER2 status was known, 11 (25 %) were HER2+ with complete (100 %) concordance with ERBB2 (HER2) amplification detected by the CGP assay. The 53 sequenced IBC cases harbored a total of 266 GA with an average of 5.0 GA/tumor (range 1-15). At least one alteration associated with an FDA approved therapy or clinical trial was identified in 51/53 (96 %) of cases with an average of 2.6 CRGA/case. The most frequently altered genes were TP53 (62 %), MYC (32 %), PIK3CA (28 %), ERBB2 (26 %), FGFR1 (17 %), BRCA2 (15 %), and PTEN (15 %). In the TNBC subset of IBC, 8/19 (42 %) showed MYC amplification (median copy number 8X, range 7-20) as compared to 9/32 (28 %) in non-TNBC IBC (median copy number 7X, range 6-21). Comprehensive genomic profiling uncovered a high frequency of GA in IBC with 96 % of cases harboring at least 1 CRGA. The clinical benefit of selected targeted therapies in individual IBC cases suggests that a further study of CGP in IBC is warranted.


Subject(s)
Genome, Human , Inflammatory Breast Neoplasms/genetics , Neoplasm Proteins/genetics , Triple Negative Breast Neoplasms/genetics , Exons , Female , Genomic Instability/genetics , Genomics , High-Throughput Nucleotide Sequencing/methods , Humans , Inflammatory Breast Neoplasms/pathology , Mutation , Triple Negative Breast Neoplasms/pathology
4.
Oncologist ; 20(5): 499-507, 2015 May.
Article in English | MEDLINE | ID: mdl-25882375

ABSTRACT

BACKGROUND: Gastric cancer (GC) is a major global cancer burden and the second most common cause of global cancer-related deaths. The addition of anti-ERBB2 (HER2) targeted therapy to chemotherapy improves survival for ERBB2-amplified advanced GC patients; however, the majority of GC patients do not harbor this alteration and thus cannot benefit from targeted therapy under current practice paradigms. MATERIALS AND METHODS: Prospective comprehensive genomic profiling of 116 predominantly locally advanced or metastatic (90.0%) gastric cancer cases was performed to identify genomic alterations (GAs) associated with a potential response to targeted therapies approved by the U.S. Food and Drug Administration or targeted therapy-based clinical trials. RESULTS: Overall, 78% of GC cases harbored one clinically relevant GA or more, with the most frequent alterations being found in TP53 (50%), ARID1A (24%), KRAS (16%), CDH1 (15%), CDKN2A (14%), CCND1 (9.5%), ERBB2 (8.5%), PIK3CA (8.6%), MLL2 (6.9%), FGFR2 (6.0%), and MET (6.0%). Receptor tyrosine kinase genomic alterations were detected in 20.6% of cases, primarily ERBB2, FGFR2, and MET amplification, with ERBB2 alterations evenly split between amplifications and base substitutions. Rare BRAF mutations (2.6%) were also observed. One MET-amplified GC patient responded for 5 months to crizotinib, a multitargeted ALK/ROS1/MET inhibitor. CONCLUSION: Comprehensive genomic profiling of GC identifies clinically relevant GAs that suggest benefit from targeted therapy including MET-amplified GC and ERBB2 base substitutions.


Subject(s)
Carcinoma/genetics , Genomic Instability , Neoplasm Proteins/genetics , Stomach Neoplasms/genetics , Carcinoma/pathology , Carcinoma/therapy , Female , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing , Humans , Male , Molecular Targeted Therapy , Mutation , Neoplasm Proteins/biosynthesis , Stomach Neoplasms/pathology , Stomach Neoplasms/therapy , United States
5.
Oncologist ; 20(3): 316-22, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25721120

ABSTRACT

BACKGROUND: The U.S. Food and Drug Administration-approved method for detecting EML4-ALK rearrangement is fluorescence in situ hybridization (FISH); however, data supporting the use of immunohistochemistry (IHC) for that purpose are accumulating. Previous studies that compared FISH and IHC considered FISH the gold standard, but none compared data with the results of next-generation sequencing (NGS) analysis. MATERIALS AND METHODS: We studied FISH and IHC (D5F3 antibody) systematically for EML4-ALK rearrangement in 51 lung adenocarcinoma patients, followed by NGS in case of discordance. RESULTS: Of 51 patients, 4 were positive with FISH (7.8%), and 8 were positive with IHC (15.7%). Three were positive with both. NGS confirmed that four of the five patients who were positive with IHC and negative with FISH were positive for ALK. Two were treated by crizotinib, with progression-free survival of 18 and 6 months. Considering NGS as the most accurate test, the sensitivity and specificity were 42.9% and 97.7%, respectively, for FISH and 100% and 97.7%, respectively, for IHC. CONCLUSION: The FISH-based method of detecting EML4-ALK rearrangement in lung cancer may miss a significant number of patients who could benefit from targeted ALK therapy. Screening for EML4-ALK rearrangement by IHC should be strongly considered, and NGS is recommended in borderline cases. Two patients who were negative with FISH and positive with IHC were treated with crizotinib and responded to therapy.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Gene Rearrangement , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Mass Screening/methods , Oncogene Proteins, Fusion/genetics , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Algorithms , Cross-Sectional Studies , Disease Progression , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Lung Neoplasms/pathology , Male , Middle Aged , Retrospective Studies , Sensitivity and Specificity , Survival Rate
6.
Oncologist ; 20(1): 7-12, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25480824

ABSTRACT

BACKGROUND: Targeted ERBB2/HER2 inhibitors are approved by the U.S. Food and Drug Administration for the treatment of breast, gastric, and esophageal cancers that overexpress or amplify HER2/ERBB2, as measured by immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH), respectively. Activating mutations in ERBB2 have also been reported and are predicted to confer sensitivity to these targeted agents. Testing for these mutations is not performed routinely, and FISH and IHC are not applied outside of these approved indications. MATERIALS AND METHODS: We explored the spectrum of activating ERBB2 alterations across a collection of ∼ 7,300 solid tumor specimens that underwent comprehensive genomic profiling using next-generation sequencing. Results were analyzed for base substitutions, insertions and deletions, select rearrangements, and copy number changes. RESULTS: Known oncogenic ERBB2 alterations were identified in tumors derived from 27 tissues, and ERBB2 amplification in breast, gastric, and gastroesophageal cancers accounted for only 30% of these alterations. Activating mutations in ERBB2 were identified in 131 samples (32.5%); amplification was observed in 246 samples (61%). Two samples (0.5%) harbored an ERBB2 rearrangement. Ten samples (2.5%) harbored multiple ERBB2 mutations, yet mutations and amplifications were mutually exclusive in 91% of mutated cases. CONCLUSION: Standard slide-based tests for overexpression or amplification of ERBB2 would fail to detect the majority of activating mutations that occur overwhelmingly in the absence of copy number changes. Compared with current clinical standards, comprehensive genomic profiling of a more diverse set of tumor types may identify ∼ 3.5 times the number of patients who may benefit from ERBB2-targeted therapy.


Subject(s)
Breast Neoplasms/genetics , High-Throughput Nucleotide Sequencing , Receptor, ErbB-2/genetics , Stomach Neoplasms/genetics , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/immunology , DNA Copy Number Variations , Female , Gene Amplification , Gene Expression Regulation, Neoplastic , Humans , In Situ Hybridization, Fluorescence , Lapatinib , Mutation , Quinazolines/therapeutic use , Receptor, ErbB-2/antagonists & inhibitors , Receptor, ErbB-2/immunology , Stomach Neoplasms/drug therapy , Stomach Neoplasms/immunology , Trastuzumab
7.
Oncotarget ; 5(19): 8937-46, 2014 Oct 15.
Article in English | MEDLINE | ID: mdl-25313136

ABSTRACT

BACKGROUND: KRAS mutation is common in human cancer. We assessed the clinical factors, including type of KRAS mutation and treatment, of patients with advanced cancer and tumor KRAS mutations and their association with treatment outcomes. METHODS: Patients referred to the Phase I Clinic for treatment who underwent testing for KRAS mutations were analyzed. RESULTS: Of 1,781 patients, 365 (21%) had a KRAS mutation. The G12D mutation was the most common mutation (29%). PIK3CA mutations were found in 24% and 10% of patients with and without KRAS mutations (p<0.0001). Of 223 patients with a KRAS mutation who were evaluable for response, 56 were treated with a MEK inhibitor-containing therapy and 167 with other therapies. The clinical benefit (partial response and stable disease lasting ≥6 months) rates were 23% and 9%, respectively, for the MEK inhibitor versus other therapies (p=0.005). The median progression-free survival (PFS) was 3.3 and 2.2 months, respectively (p=0.09). The respective median overall survival was 8.4 and 7.0 months (p=0.38). Of 66 patients with a KRAS mutation and additional alterations, higher rates of clinical benefit (p=0.04), PFS (p=0.045), and overall survival (p=0.02) were noted in patients treated with MEK inhibitor-containing therapy (n=9) compared to those treated with targeted therapy matched to the additional alterations (n=24) or other therapy (n=33). CONCLUSIONS: MEK inhibitors in patients with KRAS-mutated advanced cancer were associated with higher clinical benefit rates compared to other therapies. Therapeutic strategies that include MEK inhibitors or novel agents combined with other targeted therapies or chemotherapy need further investigation.


Subject(s)
MAP Kinase Kinase 1/antagonists & inhibitors , Neoplasms/drug therapy , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins/genetics , ras Proteins/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Child , Child, Preschool , Class I Phosphatidylinositol 3-Kinases , Disease-Free Survival , Female , Humans , Male , Middle Aged , Mutation , Neoplasms/genetics , Phosphatidylinositol 3-Kinases/genetics , Proto-Oncogene Proteins p21(ras) , Retrospective Studies , Treatment Outcome , Young Adult
8.
Case Rep Oncol ; 7(2): 503-8, 2014 May.
Article in English | MEDLINE | ID: mdl-25232318

ABSTRACT

BACKGROUND: Carcinoma of unknown primary (CUP) accounts for 3-5% of all adult solid tumors. An extensive search for the anatomic site of origin is often undertaken in an attempt to tailor systemic treatment, but the latter often has limited efficacy - especially in the setting of an initial treatment failure. Molecularly targeted therapy is an emerging approach that may offer greater efficacy and less toxicity but is most likely to be effective when pairing a tumor harboring a sensitizing genomic alteration with an agent directed at the altered gene product. We report a patient with a CUP harboring a MET amplification with a complete metabolic response to crizotinib despite also harboring a KRAS mutation. METHODS: Ge-nomic profiling was performed using a clinical next-generation-sequencing-based assay, FoundationOne(®), in a CAP-accredited laboratory certified by Clinical Laboratory Improvement Amendments (Foundation Medicine, Cambridge, Mass., USA). RESULTS: The CUP harbored both MET amplification (16 copies) and a KRAS G12V mutation. The patient was treated with crizotinib, a MET inhibitor, and has experienced a complete normalization of tumor metabolic activity for more than 19 months. CONCLUSIONS: Genomic profiling of CUP may reveal clinically meaningful genomic alterations that can guide targeted therapy decision-making. The use of this approach should be studied prospectively as a strategy for the effective treatment of CUP patients and for avoiding resource-intensive workups to identify the tumor site of origin.

9.
Case Rep Oncol ; 7(2): 343-8, 2014 May.
Article in English | MEDLINE | ID: mdl-24987354

ABSTRACT

CONTEXT: For patients with metastatic papillary thyroid carcinoma (PTC) refractory to radioactive iodine (RAI) treatment, systemic chemotherapy has limited efficacy. Such tumors frequently harbor BRAF V600E, and this alteration may predict responsiveness to vemurafenib treatment. OBJECTIVE: We report a metastatic PTC patient refractory to RAI treatment that underwent genomic profiling by next-generation sequencing. The sole genomic alteration identified was BRAF V600E on a near diploid genome with trisomy 1q. With vemurafenib treatment, the patient experienced a dramatic radiographic and clinical improvement, with the duration of an ongoing antitumor response exceeding 23 months. DESIGN: Hybridization capture of 3,769 exons of 236 cancer-related genes and the introns of 19 genes frequently rearranged in cancer was applied to >50 ng of DNA extracted from a formalin-fixed, paraffin-embedded biopsy of a lymph node containing metastatic PTC and was sequenced to a high, uniform coverage of ×616. RESULTS: A BRAF V600E alteration was identified with no other somatic genomic alterations present within a near diploid tumor genome. The patient initially received vemurafenib at 960 mg twice daily that was reduced to 480 mg twice daily due to rash and diarrhea and has experienced an ongoing antitumor response exceeding 23 months by both PET-CT and dedicated CT imaging. CONCLUSIONS: Genomic profiling in metastatic, RAI-refractory PTC can reveal a targetable BRAF V600E alteration without compounding somatic alterations, and such patients may derive a more prolonged benefit from vemurafenib treatment. Prospective clinical trials are ongoing to confirm our preliminary observation.

10.
Oncotarget ; 5(11): 3871-9, 2014 Jun 15.
Article in English | MEDLINE | ID: mdl-25003695

ABSTRACT

P53 mutations are associated with invasive tumors in mouse models. We assessed the p53mutations and survival in patients with advanced cancer treated in the Phase I Program. Of 691 tested patients, 273 (39.5%) had p53 mutations. Patients with p53 mutations were older (p<.0001) and had higher numbers of liver metastases (p=.005). P53 mutations were associated with higher numbers of other aberrations; PTEN (p=.0005) and HER2 (p=.003)aberrations were more common in the p53 mutation group. No survival difference was observed between patients with p53 mutations and those with wild-type p53. In patients with wild-type p53 and other aberrations, patients treated with matched-therapy against the additional aberrations had longer survival compared to those treated with non-matched-therapy or those who received no therapy (median survival, 26.0 vs. 11.8 vs. 9.8 months, respectively; p= .0007). Results were confirmed in a multivariate analysis (p= .0002). In the p53 mutation group with additional aberrations, those who received matched-therapy against the additional aberrations had survival similar to those treated with non-matched-therapy or those who received no therapy (p=.15). In conclusion, our results demonstrated resistance to matched-targeted therapy to the other aberrations in patients with p53 mutations and emphasize the need to overcome this resistance.


Subject(s)
Genes, p53 , Mutation , Neoplasms/genetics , Clinical Trials, Phase I as Topic , Female , Humans , Male , Middle Aged , Neoplasms/therapy , Prognosis , Survival Analysis , Survival Rate , Treatment Outcome
11.
Mol Cancer Ther ; 13(5): 1382-9, 2014 May.
Article in English | MEDLINE | ID: mdl-24608573

ABSTRACT

There is growing interest in delivering genomically informed cancer therapy. Our aim was to determine the concordance of genomic alterations between primary and recurrent breast cancer. Targeted next-generation sequencing was performed on formalin-fixed paraffin-embedded (FFPE) samples, profiling 3,320 exons of 182 cancer-related genes plus 37 introns from 14 genes often rearranged in cancer. Point mutations, indels, copy-number alterations (CNA), and select rearrangements were assessed in 74 tumors from 43 patients (36 primary and 38 recurrence/metastases). Alterations potentially targetable with established or investigational therapeutics were considered "actionable." Alterations were detected in 55 genes (mean 3.95 alterations/sample, range 1-12), including mutations in PIK3CA, TP53, ARID1A, PTEN, AKT1, NF1, FBXW7, and FGFR3 and amplifications in MCL1, CCND1, FGFR1, MYC, IGF1R, MDM2, MDM4, AKT3, CDK4, and AKT2. In 33 matched primary and recurrent tumors, 97 of 112 (86.6%) somatic mutations were concordant. Of identified CNAs, 136 of 159 (85.5%) were concordant: 37 (23.3%) were concordant, but below the reporting threshold in one of the matched samples, and 23 (14.5%) discordant. There was an increased frequency of CDK4/MDM2 amplifications in recurrences, as well as gains and losses of other actionable alterations. Forty of 43 (93%) patients had actionable alterations that could inform targeted treatment options. In conclusion, deep genomic profiling of cancer-related genes reveals potentially actionable alterations in most patients with breast cancer. Overall there was high concordance between primary and recurrent tumors. Analysis of recurrent tumors before treatment may provide additional insights, as both gains and losses of targets are observed.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , Gene Expression Regulation, Neoplastic , Genomics , Adult , Aged , Aged, 80 and over , Breast Neoplasms/therapy , Cluster Analysis , Female , Gene Expression Profiling , Humans , Middle Aged , Mutation , Neoplasm Metastasis , Neoplasm Recurrence, Local , Neoplasm Staging
13.
J Hematol Oncol ; 7: 8, 2014 Jan 14.
Article in English | MEDLINE | ID: mdl-24422672

ABSTRACT

BACKGROUND: Oncologic patients who are extreme responders to molecularly targeted therapy provide an important opportunity to better understand the biologic basis of response and, in turn, inform clinical decision making. Malignant neoplasms with an uncertain histologic and immunohistochemical characterization present challenges both on initial diagnostic workups and then later in management, as current treatment algorithms are based on a morphologic diagnosis. Herein, we report a case of a difficult to characterize sarcoma-like lesion for which genomic profiling with clinical next generation sequencing (NGS) identified the molecular underpinnings of arrested progression(stable disease) under combination targeted therapy within a phase I clinical trial. METHODS: Genomic profiling with clinical next generation sequencing was performed on the FoundationOne™ platform (Foundation Medicine, Cambridge MA). Histopathology and immunohistochemical studies were performed in the Department of Pathology, MD Anderson Cancer Center (Houston, TX). Treatment was administered in the context of a phase I clinical trial ClinicalTrials.gov Identifier: (NCT01187199). RESULTS: The histology of the tumor was that of a spindle cell neoplasm, grade 2 by FNCLCC standards. Immunohistochemical staining was positive for S100 and CD34. Genomic profiling identified the following alterations: a KIAA1549-BRAF gene fusion resulting from a tandem duplication event, a homozygous deletion of PTEN, and frameshift insertion/deletions in CDKN2A A68fs*51, SUFU E283fs*3, and MAP3K1 N325fs*3. The patient had a 25% reduction in tumor (RECIST v1.1) following combination therapy consisting of sorafenib, temsirolimus, and bevazicumab within a phase I clinical trial. CONCLUSIONS: The patient responded to combination targeted therapy that fortuitously targeted KIAA1549-BRAF and PTEN loss within a spindle cell neoplasm, as revealed by genomic profiling based on NGS. This is the first report of a tumor driven by a KIAA1549-BRAF fusion responding to sorafenib-based combination therapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Molecular Targeted Therapy/methods , Oncogene Proteins, Fusion/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Sarcoma/drug therapy , TOR Serine-Threonine Kinases/antagonists & inhibitors , Antibodies, Monoclonal, Humanized/administration & dosage , Antigens, CD34/metabolism , Bevacizumab , Female , Humans , Immunohistochemistry , Middle Aged , Niacinamide/administration & dosage , Niacinamide/analogs & derivatives , Oncogene Proteins, Fusion/genetics , Phenylurea Compounds/administration & dosage , Proto-Oncogene Proteins B-raf/metabolism , S100 Proteins/metabolism , Sarcoma/genetics , Sarcoma/metabolism , Sequence Analysis, DNA , Sirolimus/administration & dosage , Sirolimus/analogs & derivatives , Sorafenib , TOR Serine-Threonine Kinases/metabolism , Treatment Outcome
15.
Cancer Discov ; 4(2): 232-45, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24356096

ABSTRACT

UNLABELLED: Neoadjuvant chemotherapy (NAC) induces a pathologic complete response (pCR) in approximately 30% of patients with triple-negative breast cancers (TNBC). In patients lacking a pCR, NAC selects a subpopulation of chemotherapy-resistant tumor cells. To understand the molecular underpinnings driving treatment-resistant TNBCs, we performed comprehensive molecular analyses on the residual disease of 74 clinically defined TNBCs after NAC, including next-generation sequencing (NGS) on 20 matched pretreatment biopsies. Combined NGS and digital RNA expression analysis identified diverse molecular lesions and pathway activation in drug-resistant tumor cells. Ninety percent of the tumors contained a genetic alteration potentially treatable with a currently available targeted therapy. Thus, profiling residual TNBCs after NAC identifies targetable molecular lesions in the chemotherapy-resistant component of the tumor, which may mirror micrometastases destined to recur clinically. These data can guide biomarker-driven adjuvant studies targeting these micrometastases to improve the outcome of patients with TNBC who do not respond completely to NAC. SIGNIFICANCE: This study demonstrates the spectrum of genomic alterations present in residual TNBC after NAC. Because TNBCs that do not achieve a CR after NAC are likely to recur as metastatic disease at variable times after surgery, these alterations may guide the selection of targeted therapies immediately after mastectomy before these metastases become evident.


Subject(s)
Gene Expression Profiling , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cell Line, Tumor , Cluster Analysis , DNA Copy Number Variations , Drug Resistance, Neoplasm/genetics , Female , Gene Amplification , Genes, myc , Humans , Ki-67 Antigen/genetics , Ki-67 Antigen/metabolism , Myeloid Cell Leukemia Sequence 1 Protein/genetics , Neoadjuvant Therapy , Neoplasm, Residual , Prognosis , Treatment Outcome , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/mortality
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