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1.
Commun Biol ; 3(1): 367, 2020 07 09.
Article in English | MEDLINE | ID: mdl-32647357

ABSTRACT

Patient-derived xenografts (PDX) have emerged as an important translational research tool for understanding tumor biology and enabling drug efficacy testing. They are established by transfer of patient tumor into immune compromised mice with the intent of using them as Avatars; operating under the assumption that they closely resemble patient tumors. In this study, we established 27 PDX from 100 resected gastric cancers and studied their fidelity in histological and molecular subtypes. We show that the established PDX preserved histology and molecular subtypes of parental tumors. However, in depth investigation of the entire cohort revealed that not all histological and molecular subtypes are established. Also, for the established PDX models, genetic changes are selected at early passages and rare subclones can emerge in PDX. This study highlights the importance of considering the molecular and evolutionary characteristics of PDX for a proper use of such models, particularly for Avatar trials.


Subject(s)
Adenocarcinoma/pathology , Biomarkers, Tumor/metabolism , Gene Expression Regulation, Neoplastic , Stomach Neoplasms/classification , Stomach Neoplasms/pathology , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Adult , Aged , Aged, 80 and over , Animals , Apoptosis , Biomarkers, Tumor/genetics , Cell Proliferation , Female , Gene Expression Profiling , Humans , Male , Mice , Middle Aged , Prognosis , Stomach Neoplasms/genetics , Stomach Neoplasms/metabolism , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
3.
Sci Rep ; 10(1): 10725, 2020 07 01.
Article in English | MEDLINE | ID: mdl-32612211

ABSTRACT

Metastasis is the primary cause of cancer mortality. The primary tumors of colorectal cancer (CRC) often metastasize to the liver. In this study, we have collected 122 samples from 45 CRC patients. Among them, 32 patients have primary tumors, adjacent normal tissues, and matched liver metastases. Thirteen patients have primary tumors without distant metastasis and matched normal tissues. Characterization of these samples was conducted by whole-exome and RNA sequencing and SNP6.0 analysis. Our results revealed no significant difference in genetic alterations including common oncogenic mutations, whole genome mutations and copy number variations between primary and metastatic tumors. We then assembled gene co-expression networks and identified metastasis-correlated gene networks of immune-suppression, epithelial-mesenchymal transition (EMT) and angiogenesis as the key events and potentially synergistic drivers associated with CRC metastasis. Further independent cohort validation using published datasets has verified that these specific gene networks are up regulated throughout the tumor progression. The gene networks of EMT, angiogenesis, immune-suppression and T cell exhaustion are closely correlated with the poor patient outcome and intrinsic anti-PD-1 resistance. These results offer insights of combinational strategy for the treatment of metastatic CRC.


Subject(s)
Biomarkers, Tumor/genetics , Colorectal Neoplasms/pathology , Epithelial-Mesenchymal Transition , Liver Neoplasms/secondary , Mutation , Neovascularization, Pathologic , Tumor Microenvironment/immunology , Cohort Studies , Colorectal Neoplasms/blood supply , Colorectal Neoplasms/genetics , DNA Copy Number Variations , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Liver Neoplasms/blood supply , Liver Neoplasms/genetics , Prognosis , Survival Rate , Tumor Microenvironment/genetics
4.
Sci Rep ; 9(1): 15365, 2019 10 25.
Article in English | MEDLINE | ID: mdl-31653970

ABSTRACT

Anti-EGFR antibodies are effective in therapies for late-stage colorectal cancer (CRC); however, many tumours are unresponsive or develop resistance. We performed genomic analysis of intrinsic and acquired resistance to anti-EGFR therapy in prospectively collected tumour samples from 25 CRC patients receiving cetuximab (an EGFR inhibitor). Of 25 CRC patients, 13 displayed intrinsic resistance to cetuximab; 12 were intrinsically sensitive. We obtained six re-biopsy samples at acquired resistance from the intrinsically sensitive patients. NCOA4-RET and LMNA-NTRK1 fusions and NRG1 and GNAS amplifications were found in intrinsic-resistant patients. In cetuximab-sensitive patients, we found KRAS K117N and A146T mutations in addition to BRAF V600E, AKT1 E17K, PIK3CA E542K, and FGFR1 or ERBB2 amplifications. The comparison between baseline and acquired-resistant tumours revealed an extreme shift in variant allele frequency of somatic variants, suggesting that cetuximab exposure dramatically selected for rare resistant subclones that were initially undetectable. There was also an increase in epithelial-to-mesenchymal transition at acquired resistance, with a reduction in the immune infiltrate. Furthermore, characterization of an acquired-resistant, patient-derived cell line showed that PI3K/mTOR inhibition could rescue cetuximab resistance. Thus, we uncovered novel genomic alterations that elucidate the mechanisms of sensitivity and resistance to anti-EGFR therapy in metastatic CRC patients.


Subject(s)
Cetuximab/therapeutic use , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Drug Resistance, Neoplasm/genetics , Genomics , Adult , Aged , Aged, 80 and over , Amino Acid Sequence , Base Sequence , Cell Line, Tumor , Cetuximab/pharmacology , Cohort Studies , Colorectal Neoplasms/diagnostic imaging , Drug Resistance, Neoplasm/drug effects , Female , Gene Dosage , Gene Expression Regulation, Neoplastic/drug effects , Humans , Male , Middle Aged , Treatment Outcome
5.
Cancer Cell ; 32(6): 761-776.e6, 2017 Dec 11.
Article in English | MEDLINE | ID: mdl-29232554

ABSTRACT

Most cancers preserve functional retinoblastoma (Rb) and may, therefore, respond to inhibition of D-cyclin-dependent Rb kinases, CDK4 and CDK6. To date, CDK4/6 inhibitors have shown promising clinical activity in breast cancer and lymphomas, but it is not clear which additional Rb-positive cancers might benefit from these agents. No systematic survey to compare relative sensitivities across tumor types and define molecular determinants of response has been described. We report a subset of cancers highly sensitive to CDK4/6 inhibition and characterized by various genomic aberrations known to elevate D-cyclin levels and describe a recurrent CCND1 3'UTR mutation associated with increased expression in endometrial cancer. The results suggest multiple additional classes of cancer that may benefit from CDK4/6-inhibiting drugs such as abemaciclib.


Subject(s)
Aminopyridines/pharmacology , Benzimidazoles/pharmacology , Cyclin D/metabolism , Neoplasms/genetics , Animals , Antineoplastic Agents/pharmacology , Cell Proliferation/drug effects , Clinical Trials, Phase I as Topic , Cyclin D/genetics , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Female , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Neoplasms/drug therapy , Neoplasms/metabolism , Xenograft Model Antitumor Assays
6.
Cancer Discov ; 6(3): 300-15, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26732095

ABSTRACT

UNLABELLED: We have identified previously undiscovered BRAF in-frame deletions near the αC-helix region of the kinase domain in pancreatic, lung, ovarian, and thyroid cancers. These deletions are mutually exclusive with KRAS mutations and occur in 4.21% of KRAS wild-type pancreatic cancer. siRNA knockdown in cells harboring BRAF deletions showed that the MAPK activity and cell growth are BRAF dependent. Structurally, the BRAF deletions are predicted to shorten the ß3/αC-helix loop and hinder its flexibility by locking the helix in the active αC-helix-in conformation that favors dimer formation. Expression of L485-P490-deleted BRAF is able to transform NIH/3T3 cells in a BRAF dimer-dependent manner. BRAF homodimer is confirmed to be the dominant RAF dimer by proximity ligation assays in BRAF deletion cells, which are resistant to the BRAF inhibitor vemurafenib and sensitive to LY3009120, a RAF dimer inhibitor. In tumor models with BRAF deletions, LY3009120 has shown tumor growth regression, whereas vemurafenib is inactive. SIGNIFICANCE: This study discovered oncogenic BRAF deletions with a distinct activation mechanism dependent on the BRAF dimer formation in tumor cells. LY3009120 is active against these cells and represents a potential treatment option for patients with cancer with these BRAF deletions, or other atypical BRAF mutations where BRAF functions as a dimer.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm , Gene Deletion , Phenylurea Compounds/pharmacology , Protein Kinase Inhibitors/pharmacology , Protein Multimerization , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/genetics , Pyrimidines/pharmacology , Animals , Antineoplastic Agents/chemistry , Cell Line, Tumor , Cell Transformation, Neoplastic/genetics , Disease Models, Animal , Ectopic Gene Expression , Gene Expression , Humans , MAP Kinase Signaling System , Mice , Models, Molecular , Protein Conformation , Protein Interaction Domains and Motifs/genetics , Protein Kinase Inhibitors/chemistry , Proto-Oncogene Proteins B-raf/chemistry , Xenograft Model Antitumor Assays
7.
Nat Med ; 21(5): 449-56, 2015 May.
Article in English | MEDLINE | ID: mdl-25894828

ABSTRACT

Gastric cancer, a leading cause of cancer-related deaths, is a heterogeneous disease. We aim to establish clinically relevant molecular subtypes that would encompass this heterogeneity and provide useful clinical information. We use gene expression data to describe four molecular subtypes linked to distinct patterns of molecular alterations, disease progression and prognosis. The mesenchymal-like type includes diffuse-subtype tumors with the worst prognosis, the tendency to occur at an earlier age and the highest recurrence frequency (63%) of the four subtypes. Microsatellite-unstable tumors are hyper-mutated intestinal-subtype tumors occurring in the antrum; these have the best overall prognosis and the lowest frequency of recurrence (22%) of the four subtypes. The tumor protein 53 (TP53)-active and TP53-inactive types include patients with intermediate prognosis and recurrence rates (with respect to the other two subtypes), with the TP53-active group showing better prognosis. We describe key molecular alterations in each of the four subtypes using targeted sequencing and genome-wide copy number microarrays. We validate these subtypes in independent cohorts in order to provide a consistent and unified framework for further clinical and preclinical translational research.


Subject(s)
Gene Expression Regulation, Neoplastic , Stomach Neoplasms/genetics , Aged , Cohort Studies , Disease Progression , Epithelial-Mesenchymal Transition , Female , Gene Dosage , Gene Expression Profiling , Helicobacter pylori/genetics , Humans , Male , Microsatellite Repeats/genetics , Middle Aged , Mutation , Oligonucleotide Array Sequence Analysis , Principal Component Analysis , Prognosis , Proportional Hazards Models , Recurrence , Stomach Neoplasms/therapy , Tissue Array Analysis , Translational Research, Biomedical , Treatment Outcome , Tumor Suppressor Protein p53/genetics
8.
Nat Commun ; 5: 5477, 2014 Nov 19.
Article in English | MEDLINE | ID: mdl-25407104

ABSTRACT

Gastric cancer (GC) is the second most common cause of cancer-related deaths. It is known to be a heterogeneous disease with several molecular and histological subtypes. Here we perform whole-genome sequencing of 49 GCs with diffuse (N=31) and intestinal (N=18) histological subtypes and identify three mutational signatures, impacting TpT, CpG and TpCp[A/T] nucleotides. The diffuse-type GCs show significantly lower clonality and smaller numbers of somatic and structural variants compared with intestinal subtype. We further divide the diffuse subtype into one with infrequent genetic changes/low clonality and another with relatively higher clonality and mutations impacting TpT dinucleotide. Notably, we discover frequent and exclusive mutations in Ephrins and SLIT/ROBO signalling pathway genes. Overall, this study delivers new insights into the mutational heterogeneity underlying distinct histologic subtypes of GC that could have important implications for future research in the diagnosis and treatment of GC.


Subject(s)
Adenocarcinoma/genetics , Stomach Neoplasms/genetics , Adult , Aged , Female , Genetic Heterogeneity , Genomics , Humans , Male , Middle Aged , Sequence Analysis, DNA , Young Adult
9.
Cancer Res ; 74(21): 6071-81, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-25189529

ABSTRACT

Asian nonsmoking populations have a higher incidence of lung cancer compared with their European counterparts. There is a long-standing hypothesis that the increase of lung cancer in Asian never-smokers is due to environmental factors such as second-hand smoke. We analyzed whole-genome sequencing of 30 Asian lung cancers. Unsupervised clustering of mutational signatures separated the patients into two categories of either all the never-smokers or all the smokers or ex-smokers. In addition, nearly one third of the ex-smokers and smokers classified with the never-smoker-like cluster. The somatic variant profiles of Asian lung cancers were similar to that of European origin with G.C>T.A being predominant in smokers. We found EGFR and TP53 to be the most frequently mutated genes with mutations in 50% and 27% of individuals, respectively. Among the 16 never-smokers, 69% had an EGFR mutation compared with 29% of 14 smokers/ex-smokers. Asian never-smokers had lung cancer signatures distinct from the smoker signature and their mutation profiles were similar to European never-smokers. The profiles of Asian and European smokers are also similar. Taken together, these results suggested that the same mutational mechanisms underlie the etiology for both ethnic groups. Thus, the high incidence of lung cancer in Asian never-smokers seems unlikely to be due to second-hand smoke or other carcinogens that cause oxidative DNA damage, implying that routine EGFR testing is warranted in the Asian population regardless of smoking status.


Subject(s)
DNA Damage/genetics , Lung Neoplasms/epidemiology , Lung Neoplasms/genetics , Tobacco Smoke Pollution/adverse effects , Asian People/genetics , ErbB Receptors/genetics , Female , Genome, Human , High-Throughput Nucleotide Sequencing , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Mutation , Risk Factors , Tumor Suppressor Protein p53/genetics
10.
Clin Cancer Res ; 18(15): 4122-35, 2012 Aug 01.
Article in English | MEDLINE | ID: mdl-22675171

ABSTRACT

PURPOSE: Patient-derived glioma-propagating cells (GPC) contain karyotypic and gene expression profiles that are found in the primary tumor. However, their clinical relevance is unclear. We ask whether GPCs contribute to disease progression and survival outcome in patients with glioma by analyzing gene expression profiles. EXPERIMENTAL DESIGN: We tapped into public sources of GPC gene expression data and derived a gene signature distinguishing oligodendroglial from glioblastoma multiforme (GBM) GPCs. By adapting a method in glioma biology, the Connectivity Map, we interrogated its strength of association in public clinical databases. We validated the top-ranking signaling pathways Wnt, Notch, and TGFß, in GPCs and primary tumor specimens. RESULTS: We observed that patients with better prognosis correlated with oligodendroglial GPC features and lower tumor grade, and this was independent of the current clinical indicator, 1p/19q status. Patients with better prognosis had proneural tumors whereas the poorly surviving cohort had mesenchymal tumors. In addition, oligodendroglial GPCs were more sensitive to Wnt and Notch inhibition whereas GBM GPCs responded to TGFßR1 inhibition. CONCLUSIONS: We provide evidence that GPCs are clinically relevant. In addition, the more favorable prognosis of oligodendroglial tumors over GBM could be recapitulated transcriptomically at the GPC level, underscoring the relevance of this cellular model. Our gene signature detects molecular heterogeneity in oligodendroglial tumors that cannot be accounted for by the 1p/19q status alone, indicating that stem-like traits contribute to clinical status. Collectively, these data highlight the limitation of morphology-based histologic analyses in tumor classification, consequently impacting on treatment decisions.


Subject(s)
Brain Neoplasms/genetics , Gene Expression Profiling , Neoplastic Stem Cells/metabolism , Oligodendroglioma/genetics , Animals , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Cell Transformation, Neoplastic/genetics , Chromosome Deletion , Chromosomes, Human, Pair 1/genetics , Chromosomes, Human, Pair 19/genetics , Gene Knockdown Techniques , Humans , Immunoblotting , Kaplan-Meier Estimate , Mice , Mice, Inbred NOD , Mice, SCID , Neoplastic Stem Cells/pathology , Oligodendroglioma/metabolism , Oligodendroglioma/pathology , Oligonucleotide Array Sequence Analysis , Prognosis , Receptors, Notch/genetics , Receptors, Notch/metabolism , Signal Transduction/genetics , Transforming Growth Factor beta/genetics , Transforming Growth Factor beta/metabolism , Transplantation, Heterologous , Tumor Cells, Cultured , Wnt Signaling Pathway/genetics , beta Catenin/genetics , beta Catenin/metabolism
11.
Stud Health Technol Inform ; 107(Pt 1): 104-10, 2004.
Article in English | MEDLINE | ID: mdl-15360784

ABSTRACT

A dynamic decision analytic framework using local statistics and expert's opinions is put to study the cost-effectiveness of colorectal cancer screening strategies in Singapore. It is demonstrated that any of the screening strategies, if implemented, would increase the life expectancy of the population of 50 to 70 years old. The model also determined the normal life expectancy of this population to be 76.32 years. Overall, Guaiac Fecal Occult Blood Test (FOBT) is most cost effective at SGD162.11 per life year saved per person. Our approach allowed us to model problem parameters that change over time and study the utility measures like cost and life expectancy for specific age within the range of 50- 69 through to 70 years old.


Subject(s)
Colorectal Neoplasms/diagnosis , Decision Support Techniques , Mass Screening/economics , Aged , Barium Sulfate , Colonoscopy/economics , Colorectal Neoplasms/economics , Cost-Benefit Analysis , Enema/economics , Female , Humans , Life Expectancy , Male , Markov Chains , Middle Aged , Occult Blood , Sigmoidoscopy/economics , Singapore
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