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1.
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
2.
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
3.
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
4.
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
5.
Breast Cancer Res ; 16(5): 445, 2014 Oct 09.
Article in English | MEDLINE | ID: mdl-25307991

ABSTRACT

INTRODUCTION: Circulating tumor cells (CTCs) are tumor cells shed from either primary tumors or its metastases that circulate in the peripheral blood of patients with metastatic cancers. The molecular characterization of the CTCs is critical to identifying the key drivers of cancer metastasis and devising therapeutic approaches. However, the molecular characterization of CTCs is difficult to achieve because their isolation is a major technological challenge. METHODS: CTCs from two triple negative breast cancer patients were enriched using CellSearch and single cells selected by DEPArray™. A TP53 R110 fs*13 mutation identified by next generation sequencing in the breast and chest skin biopsies of both patients was studied in single CTCs. RESULTS: From 6 single CTC isolated from one patient, 1 CTC had TP53 R110 delC, 1 CTC showed the TP53 R110 delG mutation, and the remaining 4 single CTCs showed the wild type p53 sequence; a pool of 14 CTCs isolated from the same patient also showed TP53 R110 delC mutation. In the tumor breast tissue of this patient, only the TP53 R110 delG mutation was detected. In the second patient a TP53 R110 delC mutation was detected in the chest wall skin biopsy; from the peripheral blood of this patient, 5 single CTC and 6 clusters of 2 to 6 CTCs were isolated; 3 of the 5 single CTCs showed the TP53 R110 delC mutation and 2 CTCs showed the wild type TP53 allele; from the clusters, 5 showed the TP53 R110 delC mutation, and 1 cluster the wild type TP53 allele. Single white blood cells isolated as controls from both patients only showed the wild type TP53 allele. CONCLUSIONS: We are able to isolate uncontaminated CTCs and achieve single cell molecular analysis. Our studies showed the presence of different CTC sub-clones in patients with metastatic breast cancer. Some CTCs had the same TP53 mutation as their matching tumor samples although others showed either a different TP53 mutation or the wild type allele. Our results indicate that CTCs could represent a non-invasive source of cancer cells from which to determine genetic markers of the disease progression and potential therapeutic targets.


Subject(s)
Neoplastic Cells, Circulating/pathology , Triple Negative Breast Neoplasms/genetics , Tumor Suppressor Protein p53/genetics , Base Sequence , Carcinoma, Ductal, Breast , DNA Mutational Analysis , Female , Humans , Inflammatory Breast Neoplasms , Molecular Sequence Data , Sequence Deletion , Triple Negative Breast Neoplasms/pathology
6.
Oncologist ; 19(5): 453-8, 2014 May.
Article in English | MEDLINE | ID: mdl-24710307

ABSTRACT

The aim of this study was to assess the frequency of potentially actionable genomic alterations in breast cancer that could be targeted with approved agents or investigational drugs in clinical trials using a next-generation sequencing-based genomic profiling assay performed in a Clinical Laboratory Improvement Amendments-certified and College of American Pathologists-accredited commercial laboratory. Methods. Fifty-one breast cancers were analyzed, including primary tumor biopsies of 33 stage I-II and 18 stage IV cancers (13 soft tissue, 3 liver, and 2 bone metastases). We assessed 3,230 exons in 182 cancer-related genes and 37 introns in 14 genes often rearranged in cancer for base substitutions, indels, copy number alterations, and gene fusions. The average median sequencing depth was 1,154×. Results. We observed 158 genomic alterations in 55 genes in 48 of 51 (94%) tumors (mean 3.1, range 0-9). The average number of potentially therapeutically relevant alterations was similar in primary (1.6, range 0-4) and in heavily pretreated metastatic cancers (2.0, range 0-4) (p = .24). The most common actionable alterations were in PIK3CA (n = 9, phosphatidylinositol 3-kinase [PI3K]/mammalian target of rapamycin [mTOR] inhibitors), NF1 (n = 7, PI3K/mTOR/mitogen-activated protein kinase inhibitors), v-akt murine thymoma viral oncogene homolog 1-3 (n = 7, PI3K/mTOR/AKT inhibitors), BRCA1/2 (n = 6, poly[ADP-ribose] polymerase inhibitors), and CCND1,2 and CCNE (n = 8)/cycline dependent kinase (CDK)6 (n = 1) (CDK4/6 inhibitors), KIT (n = 1, imatinib/sunitinib), ALK (n = 1, crizotinib), FGFR1,2 (n = 5, fibroblast growth factor receptor inhibitors), and EGFR (n = 2, epidermal growth factor receptor inhibitors). Our sequencing assay also correctly identified all six cases with HER2 (ERBB2) amplification by fluorescence in situ hybridization when tumor content was adequate. In addition, two known activating HER2 mutations were identified, both in unamplified cases. Conclusion. Overall, 84% of cancers harbored at least one genomic alteration linked to potential treatment options. Systematic evaluation of the predictive value of these genomic alterations is critically important for further progress in this field.


Subject(s)
Breast Neoplasms/genetics , Molecular Targeted Therapy/methods , Precision Medicine/methods , Adult , Aged , Aged, 80 and over , Base Sequence , Female , Genomics , High-Throughput Nucleotide Sequencing , Humans , Middle Aged , Mutation , Sequence Analysis, DNA
7.
Oncologist ; 19(3): 235-42, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24563076

ABSTRACT

BACKGROUND: Intrahepatic cholangiocarcinoma (ICC) is a subtype of primary liver cancer that is rarely curable by surgery and is rapidly increasing in incidence. Relapsed ICC has a poor prognosis, and current systemic nontargeted therapies are commonly extrapolated from those used in other gastrointestinal malignancies. We hypothesized that genomic profiling of clinical ICC samples would identify genomic alterations that are linked to targeted therapies and that could facilitate a personalized approach to therapy. METHODS: DNA sequencing of hybridization-captured libraries was performed for 3,320 exons of 182 cancer-related genes and 36 introns of 14 genes frequently rearranged in cancer. Sample DNA was isolated from 40 µm of 28 formalin-fixed paraffin-embedded ICC specimens and sequenced to high coverage. RESULTS: The most commonly observed alterations were within ARID1A (36%), IDH1/2 (36%), and TP53 (36%) as well as amplification of MCL1 (21%). Twenty cases (71%) harbored at least one potentially actionable alteration, including FGFR2 (14%), KRAS (11%), PTEN (11%), CDKN2A (7%), CDK6 (7%), ERBB3 (7%), MET (7%), NRAS (7%), BRCA1 (4%), BRCA2 (4%), NF1 (4%), PIK3CA (4%), PTCH1 (4%), and TSC1 (4%). Four (14%) of the ICC cases featured novel gene fusions involving the tyrosine kinases FGFR2 and NTRK1 (FGFR2-KIAA1598, FGFR2-BICC1, FGFR2-TACC3, and RABGAP1L-NTRK1). CONCLUSION: Two thirds of patients in this study harbored genomic alterations that are associated with targeted therapies and that have the potential to personalize therapy selection for to individual patients.


Subject(s)
Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/therapy , Cholangiocarcinoma/genetics , Cholangiocarcinoma/therapy , High-Throughput Nucleotide Sequencing/methods , Sequence Analysis, DNA/methods , Adult , Aged , Aged, 80 and over , Bile Duct Neoplasms/pathology , Bile Ducts, Intrahepatic/pathology , Cholangiocarcinoma/pathology , Female , Humans , Male , Middle Aged , Molecular Targeted Therapy , Prognosis , Young Adult
8.
Mod Pathol ; 27(2): 271-80, 2014 Feb.
Article in English | MEDLINE | ID: mdl-23887298

ABSTRACT

Although urothelial carcinoma (UC) of the urinary bladder generally portends a favorable prognosis, metastatic tumors often follow an aggressive clinical course. DNA was extracted from 40 µm of formalin-fixed, paraffin-embedded (FFPE) sections from 35 stage IV UCs that had relapsed and progressed after primary surgery and conventional chemotherapy. Next-generation sequencing (NGS) was performed on hybridization-captured, adaptor ligation-based libraries for 3320 exons of 182 cancer-related genes plus 37 introns from 14 genes frequently rearranged in cancer to at an average sequencing depth of 1164 × and evaluated for all classes of genomic alterations (GAs). Actionable GAs were defined as those impacting the selection of targeted anticancer therapies on the market or in registered clinical trials. A total of 139 GAs were identified, with an average of 4.0 GAs per tumor (range 0-10), of which 78 (56%) were considered actionable, with an average of 2.2 per tumor (range 0-7). Twenty-nine (83%) cases harbored at least one actionable GA including: PIK3CA (9 cases; 26%); CDKN2A/B (8 cases; 23%); CCND1 (5 cases; 14%); FGFR1 (5 cases; 14%); CCND3 (4 cases; 11%); FGFR3 (4 cases; 11%); MCL1 (4 cases; 11%); MDM2 (4 cases; 11%); EGFR (2 cases, 6%); ERBB2 (HER2/neu) (2 cases, 6%); NF1 (2 cases, 6%) and TSC1 (2 cases, 6%). Notable additional alterations included TP53 (19 cases, 54%) and RB1 (6 cases; 17%). Genes involved in chromatin modification were altered by nonsense mutation, splice site mutation or frameshift indel in a mutually exclusive manner in nearly half of all cases including KDM6A (10 cases; 29%) and ARID1A (7 cases; 20%). Comprehensive NGS of 35 UCs of the bladder revealed a diverse spectrum of actionable GAs in 83% of cases, which has the potential to inform treatment decisions for patients with relapsed and metastatic disease.


Subject(s)
Carcinoma, Transitional Cell/genetics , Urinary Bladder Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Sequence Analysis, DNA
9.
Blood ; 120(26): 5181-4, 2012 Dec 20.
Article in English | MEDLINE | ID: mdl-23091298

ABSTRACT

To ascertain the genetic basis of pediatric Burkitt lymphoma (pBL), we performed clinical-grade next-generation sequencing of 182 cancer-related genes on 29 formalin-fixed, paraffin embedded primary pBL samples. Ninety percent of cases had at least one mutation or genetic alteration, most commonly involving MYC and TP53. EBV(-) cases were more likely than EBV(+) cases to have multiple mutations (P < .0001). Alterations in tumor-related genes not previously described in BL were identified. Truncating mutations in ARID1A, a member of the SWI/SNF nucleosome remodeling complex, were seen in 17% of cases. MCL1 pathway alterations were found in 22% of cases and confirmed in an expanded panel. Other clinically relevant genomic alterations were found in 20% of cases. Our data suggest the roles of MCL1 and ARID1A in BL pathogenesis and demonstrate that comprehensive genomic profiling may identify additional treatment options in refractory disease.


Subject(s)
Apoptosis Regulatory Proteins/genetics , Burkitt Lymphoma/genetics , Chromatin Assembly and Disassembly/genetics , Mutation , Sequence Analysis, DNA/methods , Adolescent , Apoptosis/genetics , Burkitt Lymphoma/diagnosis , Child , Child, Preschool , Chromatin Assembly and Disassembly/physiology , Gene Frequency , Genes, Neoplasm/genetics , Genome/genetics , Genomics/methods , Humans , Infant , Mutation/physiology , Young Adult
10.
Cancer ; 119(21): 3830-8, 2013 Nov 01.
Article in English | MEDLINE | ID: mdl-24037801

ABSTRACT

BACKGROUND: Neurosurgical resection and whole-brain radiation therapy (WBRT) are accepted treatments for single and oligometastatic cancer to the brain. To avoid the decline in neurocognitive function (NCF) linked to WBRT, the authors conducted a prospective, multicenter, phase 2 study to determine whether surgery and carmustine wafers (CW), while deferring WBRT, could preserve NCF and achieve local control (LC). METHODS: NCF and LC were measured in 59 patients who underwent resection and received CW for a single (83%) or dominant (oligometastatic, 2 to 3 lesions) metastasis and received stereotactic radiosurgery (SRS) for tiny nodules not treated with resection plus CW. Preservation of NCF was defined as an improvement or a decline ≤ 1 standard deviation from baseline in 3 domains: memory, executive function, and fine motor skills, evaluated at 2-month intervals. RESULTS: Significant improvements in executive function and memory occurred throughout the 1-year follow-up. Preservation or improvement of NCF occurred in all 3 domains for the majority of patients at each of the 2-month intervals. NCF declined in only 1 patient. The chemowafers were well tolerated, and serious adverse events were reversible. There was local recurrence in 28% of the patients at 1-year follow-up. CONCLUSIONS: Patients with brain metastases had improvements in their cognitive trajectory, especially memory and executive function, after treatment with resection plus CW. The rate of LC (78%) was comparable to historic rates of surgery with WBRT and superior to reports of WBRT alone. For patients who undergo resection for symptomatic or large-volume metastasis or for tissue diagnosis, the addition of CW can be considered as an option.


Subject(s)
Brain Neoplasms/drug therapy , Brain Neoplasms/surgery , Carmustine/administration & dosage , Cognition/drug effects , Neoplasm Recurrence, Local/prevention & control , Adult , Aged , Aged, 80 and over , Antineoplastic Agents, Alkylating/administration & dosage , Brain Neoplasms/secondary , Cognition/physiology , Cognition Disorders/epidemiology , Cognition Disorders/prevention & control , Combined Modality Therapy , Drug Implants , Female , Humans , Infusions, Intralesional , Male , Middle Aged , Neurosurgical Procedures
11.
Anesthesiology ; 119(5): 1066-77, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23811697

ABSTRACT

BACKGROUND: Human factors engineering has allowed a systematic approach to the evaluation of adverse events in a multitude of high-stake industries. This study sought to develop an initial methodology for identifying and classifying flow disruptions in the cardiac operating room (OR). METHODS: Two industrial engineers with expertise in human factors workflow disruptions observed 10 cardiac operations from the moment the patient entered the OR to the time they left for the intensive care unit. Each disruption was fully documented on an architectural layout of the OR suite and time-stamped during each phase of surgery (preoperative [before incision], operative [incision to skin closure], and postoperative [skin closure until the patient leaves the OR]) to synchronize flow disruptions between the two observers. These disruptions were then categorized. RESULTS: The two observers made a total of 1,158 observations. After the elimination of duplicate observations, a total of 1,080 observations remained to be analyzed. These disruptions were distributed into six categories such as communication, usability, physical layout, environmental hazards, general interruptions, and equipment failures. They were further organized into 33 subcategories. The most common disruptions were related to OR layout and design (33%). CONCLUSIONS: By using the detailed architectural diagrams, the authors were able to clearly demonstrate for the first time the unique role that OR design and equipment layout has on the generation of physical layout flow disruptions. Most importantly, the authors have developed a robust taxonomy to describe the flow disruptions encountered in a cardiac OR, which can be used for future research and patient safety improvements.


Subject(s)
Environment Design , Facility Design and Construction/methods , Operating Rooms/organization & administration , Thoracic Surgery/organization & administration , Architecture , Communication , Engineering , Equipment Failure , Humans , Nurses , Personnel, Hospital , Physicians , Surgical Equipment , Terminology as Topic , Workflow
12.
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
13.
PLoS One ; 13(9): e0202870, 2018.
Article in English | MEDLINE | ID: mdl-30208055

ABSTRACT

Post-dispersal seed consumption by rainforest vertebrates on the forest floor can substantially influence the community dynamics of rainforest trees. Studies of rainforest vertebrate seed predators at a community level, however, are lacking. Furthermore, there is very limited understanding of the effects of forest fragmentation on seed predators and their feeding behaviour. Here, we test whether communities of vertebrate seed predators, and their patterns of feeding on rainforest tree seeds, are altered when clearing creates forest fragments in an agricultural matrix. Using infra-red trail cameras deployed at stations with and without seeds of 20 local tree species, we identified four mammal and three bird species (from 18 recorded vertebrate taxa at mainly species level) as common post-dispersal seed predators in subtropical rainforest of eastern Australia. Statistical comparisons of species-specific frequencies between six sites in continuous forest and six in small rainforest fragments (4-21 ha) showed that habitat fragmentation substantially altered species composition of seed predator communities. Two species, both small rodents, had lower abundances in fragments than in continuous forest, while higher abundances were observed in fragments for a further four species: two small birds, a medium-sized marsupial and the small non-native rodent Rattus rattus. The abundance of one larger bird species did not change. Predatory interest in seeds was also significantly affected by habitat fragmentation and generally increased in each species' habitat of greater abundance. Collectively, seed predators showed behaviours associated with potential or actual seed consumption on an average of 43% of camera days with seeds, with about 50% of seeds physically removed or damaged after five days' exposure. Camera data have revealed community-level changes in seed predator abundance and feeding that are likely to cause altered patterns of plant recruitment following rainforest fragmentation, but these will be complex in nature.


Subject(s)
Birds/physiology , Mammals/physiology , Seeds , Animals , Australia , Ecosystem , Feeding Behavior , Plant Development , Predatory Behavior , Rainforest , Rats , Seed Dispersal , Tropical Climate
14.
Oncotarget ; 9(40): 25826-25832, 2018 May 25.
Article in English | MEDLINE | ID: mdl-29899824

ABSTRACT

We have developed a clinically validated NGS assay that includes tumor, germline and RNA sequencing. We apply this assay to clinical specimens and cell lines, and we demonstrate a clinical sensitivity of 98.4% and positive predictive value of 100% for the clinically actionable variants measured by the assay. We also demonstrate highly accurate copy number measurements and gene rearrangement identification.

16.
Eur J Cancer ; 51(7): 791-9, 2015 May.
Article in English | MEDLINE | ID: mdl-25797355

ABSTRACT

PURPOSE: Focal and temporal tumour heterogeneity can represent a major challenge for biology-guided therapies. This study proposes to investigative molecular discrepancies between primary colorectal cancer (CRC) samples and matched metastases. EXPERIMENTAL DESIGN: Surgical samples from primary and matched metastatic tissues from 13 CRC patients along with their adjacent normal tissue were evaluated. A mutational analysis was performed using a targeted Next Generation Sequencing assay (Foundation Medicine) with a focus on known recurrent somatic mutations as surrogate of key oncogenic events. Gene expression analysis was also performed to investigate transcriptional discrepancies. RESULTS: Among the 26 samples, 191 mutations were identified including mutations in APC (13 pts), TP53 (11 pts), and KRAS (7 pts). Global concordance rate for mutations was 78% between primary and metastatic tumours and raised to 90% for 12 known recurrent mutations in CRC. Differential gene expression analysis revealed a low number of significantly variant transcripts between primary and metastatic tumours once the tissue effect was taken into account. Only two pathways (ST_ADRENERGIC, PID_REELINPATHWAY) were differentially up-regulated in metastases among 17 variant pathways. A common profile in primary and metastatic tumours revealed conserved pathways mostly involved in cell cycle regulation. Only two pathways were significantly down regulated compared to normal control, including regulation of autophagy (KEGG_REGULATION_OF_AUTOPHAGY). CONCLUSION: These results suggest that profiles of primary tumour can identify key alterations present in matched CRC metastases at first metastatic progression. Gene expression analysis identified mainly conserved pathways between primary tumour and matched liver metastases.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Transcriptome , Adenomatous Polyposis Coli Protein/genetics , Aged , Aged, 80 and over , Case-Control Studies , DNA Mutational Analysis/methods , Female , Gene Expression Regulation, Neoplastic , Genomics , High-Throughput Nucleotide Sequencing , Humans , Liver Neoplasms/genetics , Liver Neoplasms/secondary , Male , Middle Aged , Mutation , Neoplasm Metastasis/genetics , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins p21(ras) , Tumor Suppressor Protein p53/genetics , ras Proteins/genetics
17.
Cancer Med ; 4(8): 1289-93, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25871911

ABSTRACT

We analyzed the genomic and phosphoproteomic profiles of breast cancer tissue obtained from six patients with estrogen receptor (ER)-positive, HER2-negative metastatic breast cancer who had highly durable (≥ 5 years) and, in some cases, ongoing clinical responses with capecitabine. Formalin-fixed, paraffin-embedded tissue samples from patients' primary (n = 4) or metastatic (n = 2) breast cancers were utilized for targeted next-generation sequencing and reversed phase protein microarray. Two patients received capecitabine monotherapy. Four patients received capecitabine in combination with paclitaxel; three of these continued single-agent capecitabine after stopping paclitaxel. Capecitabine was discontinued for progressive disease after a mean of 66 months in four patients (range 54-86 months), and two patients remain on therapy, having received capecitabine for >91 months and >122 months, respectively. Three patients' cancers (50%) had likely functional alterations in DNA repair and chromatin remodeling genes, while three other patients' cancers had variants of unknown significance in these pathways. Mutations in PIK3CA, amplifications of FGFR1 or ZNF703, or phosphorylation of HER family receptors and their downstream proteins did not preclude exceptional responses to capecitabine. None of the patients' tumors harbored TP53 or PTEN mutations. Four of the patients had breast cancer tissue available for PTEN immunohistochemistry, and all four patients' cancers were positive for PTEN. These surprising findings in a group of phenotypically similar patients with ER-positive, endocrine therapy-pretreated, HER2-negative metastases, are supported by preclinical data showing that sensitivity to 5-fluorouracil is enhanced by deficiencies in chromatin remodeling and homologous recombination genes. Our findings suggest that mutations that inactivate homologous recombination and/or chromatin remodeling genes within ER-positive, HER2-negative breast cancers may predict for highly durable responses to capecitabine.


Subject(s)
Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Capecitabine/therapeutic use , Chromatin Assembly and Disassembly , DNA Repair , Genetic Variation , Receptors, Estrogen/genetics , Antimetabolites, Antineoplastic/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/diagnosis , Female , Genotype , Humans , Neoplasm Metastasis , Phenotype , Phosphoproteins , Proteome , Proteomics , Treatment Outcome
18.
JAMA Oncol ; 1(1): 40-49, 2015 Apr.
Article in English | MEDLINE | ID: mdl-26182302

ABSTRACT

IMPORTANCE: For carcinoma of unknown primary site (CUP), determining the primary tumor site may be uninformative and often does not improve outcome. OBJECTIVE: To discover opportunities for targeted therapies in patients with CUP not currently searched for in routine practice. DESIGN, SETTING, AND PARTICIPANTS: Comprehensive genomic profiling on 200 CUP formalin-fixed paraffin-embedded specimens (mean, 756× coverage) using the hybrid-capture-based FoundationOne assay at academic and community oncology clinics. MAIN OUTCOMES AND MEASURES: Presence of targetable genomic alterations (GAs) in CUP and responses to targeted therapies. RESULTS: There were 125 adenocarcinomas of unknown primary site (ACUPs) and 75 carcinomas of unknown primary site without features of adenocarcinoma (non-ACUPs). At least 1 GA was found in 192 (96%) of CUP specimens, with a mean (SD) of 4.2 (2.8) GAs per tumor. The most frequent GAs were in TP53 (110 [55%]), KRAS (40 [20%]), CDKN2A (37 [19%]), MYC (23 [12%]), ARID1A (21 [11%]), MCL1 (19 [10%]), PIK3CA (17 [9%]), ERBB2 (16 [8%]), PTEN (14 [7%]), EGFR (12 [6%]), SMAD4 (13 [7%]), STK11 (13 [7%]), SMARCA4 (12 [6%]), RB1 (12 [6%]), RICTOR (12 [6%]), MLL2 (12 [6%]), BRAF (11 [6%]), and BRCA2 (11 [6%]). One or more potentially targetable GAs were identified in 169 of 200 (85%) CUP specimens. Mutations or amplifications of ERBB2 were more frequent in ACUPs (13 [10%]) than in non-ACUPs (3 [4%]). Alterations of EGFR (10 [8%] vs 2 [3%]) and BRAF (8 [6%] vs 3 [4%]) were more common in ACUPs than in non-ACUPs. Strikingly, clinically relevant alterations in the receptor tyrosine kinase (RTK)/Ras signaling pathway including alterations in ALK, ARAF, BRAF, EGFR, FGFR1, FGFR2, KIT, KRAS, MAP2K1, MET, NF1, NF2, NRAS, RAF1, RET, and ROS1 were found in 90 (72%) ACUPs but in only 29 (39%) non-ACUPs (P < .001). CONCLUSIONS AND RELEVANCE: Almost all CUP samples harbored at least 1 clinically relevant GA with potential to influence and personalize therapy. The ACUP tumors were more frequently driven by GAs in the highly druggable RTK/Ras/mitogen-activated protein kinase (MAPK) signaling pathway than the non-ACUP tumors. Comprehensive genomic profiling can identify novel treatment paradigms to address the limited options and poor prognoses of patients with CUP.


Subject(s)
Adenocarcinoma/genetics , Biomarkers, Tumor/genetics , Gene Expression Profiling/methods , Molecular Targeted Therapy , Neoplasms, Unknown Primary/genetics , Precision Medicine , Adenocarcinoma/drug therapy , Adenocarcinoma/secondary , Aged , Biopsy , Female , Gene Amplification , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Multimodal Imaging/methods , Mutation , Neoplasms, Unknown Primary/drug therapy , Neoplasms, Unknown Primary/pathology , Phenotype , Positron-Emission Tomography , Predictive Value of Tests , Retrospective Studies , Signal Transduction/drug effects , Tomography, X-Ray Computed , Treatment Outcome
19.
J Clin Endocrinol Metab ; 100(3): 788-93, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25546157

ABSTRACT

INTRODUCTION: Oncogenic RET tyrosine kinase gene fusions and activating mutations have recently been identified in lung cancers, prompting initiation of targeted therapy trials in this disease. Although RET point mutation has been identified as a driver of tumorigenesis in medullary thyroid carcinoma (MTC), no fusions have been described to date. OBJECTIVE: We evaluated the role of RET fusion as an oncogenic driver in MTC. METHODS: We describe a patient who died from aggressive sporadic MTC < 10 months after diagnosis. Her tumor was evaluated by means of next-generation sequencing, including an intronic capture strategy. RESULTS: A reciprocal translocation involving RET intron 12 was identified. The fusion was validated using a targeted break apart fluorescence in situ hybridization probe, and RNA sequencing confirmed the existence of an in-frame fusion transcript joining MYH13 exon 35 with RET exon 12. Ectopic expression of fusion product in a murine Ba/F3 cell reporter model established strong oncogenicity. Three tyrosine kinase inhibitors currently used to treat MTC in clinical practice blocked tumorigenic cell growth. CONCLUSION: This finding represents the report of a novel RET fusion, the first of its kind described in MTC. The finding of this potential novel oncogenic mechanism has clear implications for sporadic MTC, which in the majority of cases has no driver mutation identified. The presence of a RET fusion also provides a plausible target for RET tyrosine kinase inhibitor therapies.


Subject(s)
Cell Transformation, Neoplastic/genetics , Myosin Heavy Chains/genetics , Oncogene Proteins, Fusion/genetics , Proto-Oncogene Proteins c-ret/genetics , Thyroid Neoplasms/genetics , Carcinoma, Neuroendocrine , DNA Mutational Analysis , Female , Humans , Middle Aged , Thyroid Neoplasms/pathology
20.
Oncotarget ; 6(16): 14139-52, 2015 Jun 10.
Article in English | MEDLINE | ID: mdl-25944621

ABSTRACT

Non-small cell lung cancer (NSCLC) is a leading cause of death worldwide. Targeted monotherapies produce high regression rates, albeit for limited patient subgroups, who inevitably succumb. We present a novel strategy for identifying customized combinations of triplets of targeted agents, utilizing a simplified interventional mapping system (SIMS) that merges knowledge about existent drugs and their impact on the hallmarks of cancer. Based on interrogation of matched lung tumor and normal tissue using targeted genomic sequencing, copy number variation, transcriptomics, and miRNA expression, the activation status of 24 interventional nodes was elucidated. An algorithm was developed to create a scoring system that enables ranking of the activated interventional nodes for each patient. Based on the trends of co-activation at interventional points, combinations of drug triplets were defined in order to overcome resistance. This methodology will inform a prospective trial to be conducted by the WIN consortium, aiming to significantly impact survival in metastatic NSCLC and other malignancies.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Precision Medicine/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Male , Middle Aged , Molecular Targeted Therapy/methods , Transcriptome
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