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1.
Hepatology ; 2023 Dec 18.
Article in English | MEDLINE | ID: mdl-38108634

ABSTRACT

Immune-oncology-based regimens have shown efficacy in advanced HCC and have been implemented as standard of care as first-line therapy. Their efficacy, including high response rates, and safety justify their evaluation in earlier disease stages. Following negative results for adjuvant sorafenib in the global STORM trial in 2015, 4 global phase 3 trials, featuring different immune checkpoint inhibitor combinations, entered in parallel the race in the adjuvant setting. The IMbrave050 trial, comparing adjuvant atezolizumab in combination with bevacizumab to active surveillance following curative-intent resection or ablation, was the first to report, fast-tracking the results of the first interim analysis and demonstrating an improvement in recurrence-free survival. The trial has provoked a discussion on the horizon of expectations from adjuvant treatment and the clinical relevance of efficacy endpoints. Moreover, major pathological responses reported from early phase 2 data in the neoadjuvant setting provide a strong rationale for the evaluation of these concepts in phase 3 trials. In this review, we summarize current evidence and outline future directions for systemic therapies in early-stage HCC.

2.
Gynecol Oncol ; 185: 1-7, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38342004

ABSTRACT

OBJECTIVE: The primary objective is to assess factors associated with treatment related high grade (CTCAE grade ≥ 3) adverse event (AE) reporting among participants in gynecologic oncology clinical trials. METHODS: All AEs recorded in the Princess Margaret Clinical Trial adverse event database between 01/2016 and 12/2018 were evaluated. Gynecologic oncology clinical trials assessing systemic therapy were included. Inferential statistics on risk factors of related grade ≥ 3 adverse event reporting and GEE logistic models with Odds Ratios (OR) were performed. Multivariable analysis adjusting for age, clinical trial phase, sponsor, and therapy type. RESULTS: The gynecology cancer clinical trials accrued 317 unique patients (359 nested on trials) in 42 systemic therapy trials. In the period, 17,175 related AEs were reported in the gynecological cancer trials, 7.4% were grade ≥ 3. On multivariable analysis, no odds differences of grade ≥ 3 related AEs were detected according to study phase. Patients in immunotherapy clinical trials had lower odds of related grade ≥ 3 AEs than patients on targeted or other therapy (adjusted OR [aOR] 0.43; 95% CI 0.24-0.75). There was greater odds of related grade ≥ 3 AEs in clinical trials assessing combination vs single therapeutics (aOR 2.26, 95% CI 1.34-3.80). Patients aged ≥65 (aOR 1.77; 95% CI 1.08-2.89) had greater odds of related grade ≥ 3 AEs than patients aged 50 to 65 years. When compared to other disease sites, the odds of having a grade  ≥ 3 related AE reported in gynecology clinical trials was no different. CONCLUSIONS: In this cohort, factors influencing the odds of related grade ≥ 3 AE reporting in gynecologic trials included type of therapy and age. The study phase did not correlate with odds of high-grade AE reporting.


Subject(s)
Clinical Trials as Topic , Genital Neoplasms, Female , Humans , Female , Genital Neoplasms, Female/drug therapy , Genital Neoplasms, Female/therapy , Middle Aged , Aged , Adult , Adverse Drug Reaction Reporting Systems/statistics & numerical data
3.
Br J Cancer ; 128(10): 1916-1921, 2023 05.
Article in English | MEDLINE | ID: mdl-36927977

ABSTRACT

BACKGROUND: Systemic inflammatory scores may aid prognostication and patient selection for trials. We compared five scores in advanced pancreatic adenocarcinoma (PDAC). METHODS: Unresectable/metastatic PDAC patients enrolled in the Comprehensive Molecular Characterisation of Advanced Pancreatic Ductal Adenocarcinoma for Better Treatment Selection trial (NCT02750657) were included. Patients had pre-treatment biopsies for whole genome and RNA sequencing. CD8 immunohistochemistry was available in a subset. The neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio, Prognostic Nutritional Index, Gustave Roussy Immune Score (GRIm-S), and Memorial Sloan Kettering Prognostic Score (MPS) were calculated. Overall survival (OS) was estimated using Kaplan-Meier methods. Associations between inflammatory scores, clinical/genomic characteristics, and OS were analysed. RESULTS: We analysed 263 patients. High-risk NLR, GRIm-S and MPS were poorly prognostic. The GRIm-S had the highest predictive ability: median OS 6.4 vs. 10 months for high risk vs. low-risk (P < 0.001); HR 2.26 (P < 0.001). ECOG ≥ 1, the basal-like subtype, and low-HRDetect were additional poor prognostic factors (P < 0.01). Inflammatory scores did not associate with RNA-based classifiers or homologous recombination repair deficiency genotypes. High-risk MPS (P = 0.04) and GRIm-S (P = 0.02) patients had lower median CD8 + tumour-infiltrating lymphocytes. CONCLUSIONS: Inflammatory scores incorporating NLR have prognostic value in advanced PDAC. Understanding immunophenotypes of poor-risk patients and using these scores in trials will advance the field.


Subject(s)
Adenocarcinoma , Pancreatic Neoplasms , Humans , Pancreatic Neoplasms/pathology , Prognosis , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Lymphocytes/pathology , Neutrophils/pathology , Retrospective Studies
4.
Gastroenterology ; 163(6): 1531-1546.e8, 2022 12.
Article in English | MEDLINE | ID: mdl-35985511

ABSTRACT

BACKGROUND & AIMS: To examine whether quantitative pathologic analysis of digitized hematoxylin and eosin slides of colorectal carcinoma (CRC) correlates with clinicopathologic features, molecular alterations, and prognosis. METHODS: A quantitative segmentation algorithm (QuantCRC) was applied to 6468 digitized hematoxylin and eosin slides of CRCs. Fifteen parameters were recorded from each image and tested for associations with clinicopathologic features and molecular alterations. A prognostic model was developed to predict recurrence-free survival using data from the internal cohort (n = 1928) and validated on an internal test (n = 483) and external cohort (n = 938). RESULTS: There were significant differences in QuantCRC according to stage, histologic subtype, grade, venous/lymphatic/perineural invasion, tumor budding, CD8 immunohistochemistry, mismatch repair status, KRAS mutation, BRAF mutation, and CpG methylation. A prognostic model incorporating stage, mismatch repair, and QuantCRC resulted in a Harrell's concordance (c)-index of 0.714 (95% confidence interval [CI], 0.702-0.724) in the internal test and 0.744 (95% CI, 0.741-0.754) in the external cohort. Removing QuantCRC from the model reduced the c-index to 0.679 (95% CI, 0.673-0.694) in the external cohort. Prognostic risk groups were identified, which provided a hazard ratio of 2.24 (95% CI, 1.33-3.87, P = .004) for low vs high-risk stage III CRCs and 2.36 (95% CI, 1.07-5.20, P = .03) for low vs high-risk stage II CRCs, in the external cohort after adjusting for established risk factors. The predicted median 36-month recurrence rate for high-risk stage III CRCs was 32.7% vs 13.4% for low-risk stage III and 15.8% for high-risk stage II vs 5.4% for low-risk stage II CRCs. CONCLUSIONS: QuantCRC provides a powerful adjunct to routine pathologic reporting of CRC. A prognostic model using QuantCRC improves prediction of recurrence-free survival.


Subject(s)
Colorectal Neoplasms , Testicular Neoplasms , Humans , Male , Colorectal Neoplasms/genetics , DNA Mismatch Repair , Eosine Yellowish-(YS) , Hematoxylin
5.
J Natl Compr Canc Netw ; 21(10): 1029-1037.e21, 2023 10.
Article in English | MEDLINE | ID: mdl-37856226

ABSTRACT

BACKGROUND: Emergency department visits and hospitalizations frequently occur during systemic therapy for cancer. We developed and evaluated a longitudinal warning system for acute care use. METHODS: Using a retrospective population-based cohort of patients who started intravenous systemic therapy for nonhematologic cancers between July 1, 2014, and June 30, 2020, we randomly separated patients into cohorts for model training, hyperparameter tuning and model selection, and system testing. Predictive features included static features, such as demographics, cancer type, and treatment regimens, and dynamic features, such as patient-reported symptoms and laboratory values. The longitudinal warning system predicted the probability of acute care utilization within 30 days after each treatment session. Machine learning systems were developed in the training and tuning cohorts and evaluated in the testing cohort. Sensitivity analyses considered feature importance, other acute care endpoints, and performance within subgroups. RESULTS: The cohort included 105,129 patients who received 1,216,385 treatment sessions. Acute care followed 182,444 (15.0%) treatments within 30 days. The ensemble model achieved an area under the receiver operating characteristic curve of 0.742 (95% CI, 0.739-0.745) and was well calibrated in the test cohort. Important predictive features included prior acute care use, treatment regimen, and laboratory tests. If the system was set to alarm approximately once every 15 treatments, 25.5% of acute care events would be preceded by an alarm, and 47.4% of patients would experience acute care after an alarm. The system underestimated risk for some treatment regimens and potentially underserved populations such as females and non-English speakers. CONCLUSIONS: Machine learning warning systems can detect patients at risk for acute care utilization, which can aid in preventive intervention and facilitate tailored treatment. Future research should address potential biases and prospectively evaluate impact after system deployment.


Subject(s)
Neoplasms , Female , Humans , Retrospective Studies , Neoplasms/diagnosis , Neoplasms/drug therapy , Machine Learning , Hospitalization , Emergency Service, Hospital
6.
Colorectal Dis ; 25(4): 608-615, 2023 04.
Article in English | MEDLINE | ID: mdl-36394982

ABSTRACT

AIM: The aim of this study was to describe the baseline clinical features, treatment patterns and outcomes in rectal squamous cell carcinoma (SCC). METHOD: This is a retrospective study of patients with rectal SCC treated at the Princess Margaret Cancer Centre (Toronto, Canada) between 1 January 1995 and 31 December 2020. Clinical factors associated with locoregional failure (LRF), distant metastases (DM), disease-free survival (DFS) and overall survival (OS), such as age, sex, HIV status, T-category, nodal status, grade and primary treatment, were investigated with univariate analysis (UVA). RESULTS: Twenty nine patients with rectal SCC were analysed with a median follow-up of 7.4 years (range 0.3-20.4 years). The median age at diagnosis was 52 years, with the majority presenting with clinical T3 disease or higher (n = 21, 72%) and positive regional lymph nodes (n = 16, 55%), while more than quarter of patients (28%) had metastatic disease. Definitive chemoradiation was the treatment modality of choice in more than half of all cases (n = 17, 59%) with a response rate of 100%. The 10-year cumulative incidence of LRF and DM was, respectively, 12% (95% CI 1.8%-32.9%) and 31% (95% CI: 12.0%-52.6%). The 5- and 10-year OS was 82% (95% CI 66.1%-100%). UVA revealed a trend towards an association of male gender (hazard ratio = 4.65, 95% CI 0.9%-24.1; p = 0.067) and primary surgical treatment (hazard ratio = 0.76, 95% CI 0.09-6.34; p = 0.061) with DFS. CONCLUSION: Definitive chemoradiation is an effective and preferred treatment for rectal SCC allowing for sphincter preservation with complete clinical response observed in all patients.


Subject(s)
Carcinoma, Squamous Cell , Rectal Neoplasms , Humans , Male , Combined Modality Therapy , Retrospective Studies , Rectal Neoplasms/therapy , Demography
7.
Gastroenterology ; 160(6): 2119-2132.e9, 2021 05.
Article in English | MEDLINE | ID: mdl-33524400

ABSTRACT

BACKGROUND AND AIMS: Homologous recombination deficiency (HRD) in pancreatic ductal adenocarcinoma (PDAC), remains poorly defined beyond germline (g) alterations in BRCA1, BRCA2, and PALB2. METHODS: We interrogated whole genome sequencing (WGS) data on 391 patients, including 49 carriers of pathogenic variants (PVs) in gBRCA and PALB2. HRD classifiers were applied to the dataset and included (1) the genomic instability score (GIS) used by Myriad's MyChoice HRD assay; (2) substitution base signature 3 (SBS3); (3) HRDetect; and (4) structural variant (SV) burden. Clinical outcomes and responses to chemotherapy were correlated with HRD status. RESULTS: Biallelic tumor inactivation of gBRCA or PALB2 was evident in 43 of 49 germline carriers identifying HRD-PDAC. HRDetect (score ≥0.7) predicted gBRCA1/PALB2 deficiency with highest sensitivity (98%) and specificity (100%). HRD genomic tumor classifiers suggested that 7% to 10% of PDACs that do not harbor gBRCA/PALB2 have features of HRD. Of the somatic HRDetecthi cases, 69% were attributed to alterations in BRCA1/2, PALB2, RAD51C/D, and XRCC2, and a tandem duplicator phenotype. TP53 loss was more common in BRCA1- compared with BRCA2-associated HRD-PDAC. HRD status was not prognostic in resected PDAC; however in advanced disease the GIS (P = .02), SBS3 (P = .03), and HRDetect score (P = .005) were predictive of platinum response and superior survival. PVs in gATM (n = 6) or gCHEK2 (n = 2) did not result in HRD-PDAC by any of the classifiers. In 4 patients, BRCA2 reversion mutations associated with platinum resistance. CONCLUSIONS: Germline and parallel somatic profiling of PDAC outperforms germline testing alone in identifying HRD-PDAC. An additional 7% to 10% of patients without gBRCA/PALB2 mutations may benefit from DNA damage response agents.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Fanconi Anemia Complementation Group N Protein/genetics , Genes, BRCA1 , Genes, BRCA2 , Pancreatic Neoplasms/genetics , Recombinational DNA Repair , Aged , Alleles , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Pancreatic Ductal/therapy , Cisplatin/administration & dosage , DNA-Binding Proteins/genetics , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Drug Resistance, Neoplasm/genetics , Female , Fluorouracil/therapeutic use , Genomic Instability , Germ-Line Mutation , Homologous Recombination , Humans , Irinotecan/therapeutic use , Leucovorin/therapeutic use , Male , Middle Aged , Oxaliplatin/therapeutic use , Pancreatectomy , Pancreatic Neoplasms/therapy , Prognosis , Sensitivity and Specificity , Survival Rate , Tumor Suppressor Protein p53/genetics , Whole Genome Sequencing , Gemcitabine
8.
J Natl Compr Canc Netw ; 20(6): 663-673.e12, 2022 06.
Article in English | MEDLINE | ID: mdl-35714671

ABSTRACT

BACKGROUND: Individuals with a family history of pancreatic adenocarcinoma (PC) or with a germline mutation in a PC susceptibility gene are at increased risk of developing PC. These high-risk individuals (HRIs) may benefit from PC surveillance. METHODS: A PC surveillance program was developed to evaluate the detection of premalignant lesions and early-stage PCs using biannual imaging and to determine whether locally advanced or metastatic PCs develop despite biannual surveillance. From January 2013 to April 2020, asymptomatic HRIs were enrolled and followed with alternating MRI and endoscopic ultrasound every 6 months. RESULTS: Of 75 HRIs, 43 (57.3%) had a germline mutation in a PC susceptibility gene and 32 (42.7%) had a familial pancreatic cancer (FPC) pedigree. Branch-duct intraductal papillary mucinous neoplasms (BD-IPMNs) were identified in 26 individuals (34.7%), but only 2 developed progressive lesions. One patient with Peutz-Jeghers syndrome (PJS) developed locally advanced PC arising from a BD-IPMN. Whole-genome sequencing of this patient's PC and of a second patient with PJS-associated PC from the same kindred revealed biallelic inactivation of STK11 in a KRAS-independent manner. A review of 3,853 patients from 2 PC registries identified an additional patient with PJS-associated PC. All 3 patients with PJS developed advanced PC consistent with the malignant transformation of an underlying BD-IPMN in <6 months. The other surveillance patient with a progressive lesion had FPC and underwent resection of a mixed-type IPMN that harbored polyclonal KRAS mutations. CONCLUSIONS: PC surveillance identifies a high prevalence of BD-IPMNs in HRIs. Patients with PJS with BD-IPMNs may be at risk for accelerated malignant transformation.


Subject(s)
Adenocarcinoma , Carcinoma, Pancreatic Ductal , Pancreatic Intraductal Neoplasms , Pancreatic Neoplasms , Carcinoma , Carcinoma, Pancreatic Ductal/pathology , Humans , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/epidemiology , Pancreatic Neoplasms/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Syndrome , Pancreatic Neoplasms
9.
Eur Radiol ; 32(4): 2492-2505, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34757450

ABSTRACT

OBJECTIVES: In resectable pancreatic ductal adenocarcinoma (PDAC), few pre-operative prognostic biomarkers are available. Radiomics has demonstrated potential but lacks external validation. We aimed to develop and externally validate a pre-operative clinical-radiomic prognostic model. METHODS: Retrospective international, multi-center study in resectable PDAC. The training cohort included 352 patients (pre-operative CTs from five Canadian hospitals). Cox models incorporated (a) pre-operative clinical variables (clinical), (b) clinical plus CT-radiomics, and (c) post-operative TNM model, which served as the reference. Outcomes were overall (OS)/disease-free survival (DFS). Models were assessed in the validation cohort from Ireland (n = 215, CTs from 34 hospitals), using C-statistic, calibration, and decision curve analyses. RESULTS: The radiomic signature was predictive of OS/DFS in the validation cohort, with adjusted hazard ratios (HR) 2.87 (95% CI: 1.40-5.87, p < 0.001)/5.28 (95% CI 2.35-11.86, p < 0.001), respectively, along with age 1.02 (1.01-1.04, p = 0.01)/1.02 (1.00-1.04, p = 0.03). In the validation cohort, median OS was 22.9/37 months (p = 0.0092) and DFS 14.2/29.8 (p = 0.0023) for high-/low-risk groups and calibration was moderate (mean absolute errors 7%/13% for OS at 3/5 years). The clinical-radiomic model discrimination (C = 0.545, 95%: 0.543-0.546) was higher than the clinical model alone (C = 0.497, 95% CI 0.496-0.499, p < 0.001) or TNM (C = 0.525, 95% CI: 0.524-0.526, p < 0.001). Despite superior net benefit compared to the clinical model, the clinical-radiomic model was not clinically useful for most threshold probabilities. CONCLUSION: A multi-institutional pre-operative clinical-radiomic model for resectable PDAC prognostication demonstrated superior net benefit compared to a clinical model but limited clinical utility at external validation. This reflects inherent limitations of radiomics for PDAC prognostication, when deployed in real-world settings. KEY POINTS: • At external validation, a pre-operative clinical-radiomics prognostic model for pancreatic ductal adenocarcinoma (PDAC) outperformed pre-operative clinical variables alone or pathological TNM staging. • Discrimination and clinical utility of the clinical-radiomic model for treatment decisions remained low, likely due to heterogeneity of CT acquisition parameters. • Despite small improvements, prognosis in PDAC using state-of-the-art radiomics methodology remains challenging, mostly owing to its low discriminative ability. Future research should focus on standardization of CT protocols and acquisition parameters.


Subject(s)
Adenocarcinoma , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/surgery , Canada , Carcinoma, Pancreatic Ductal/diagnostic imaging , Carcinoma, Pancreatic Ductal/surgery , Humans , Infant , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/surgery , Retrospective Studies
10.
Future Oncol ; 18(18): 2173-2191, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35287469

ABSTRACT

Recurrent hepatocellular carcinoma (HCC) develops in 15-20% of liver transplant recipients, and it tends to be more aggressive due to underlying immunosuppression. The multikinase inhibitor cabozantinib has been shown to be effective for the treatment of advanced HCC. However, there is no study evaluating this medication in patients with recurrent HCC. Adult patients with measurable biopsy-proven recurrent HCC are eligible for enrollment provided they are not amenable to curative treatments and no prior treatment with cabozantinib. In this study, 60 mg once daily cabozantinib will be administered orally. Participants will receive study treatment as long as they continue to experience clinical benefit or until there is unacceptable toxicity. Tumor measurements will be repeated every 8 weeks to evaluate response. The primary end point of this study will be the disease control rate at 4 months after treatment. The secondary end points will be overall survival, progression-free survival and safety profile of cabozantinib. Furthermore, potential biomarkers will be evaluated to identify their role in tumor progression. The total duration of this trial is expected to be 3 years. We anticipate that this trial will show the effectiveness and safety of cabozantinib in the treatment of post-liver transplant recurrent HCC. Cabozantinib is expected to be an effective treatment due to its activity against many protein kinases, including MET and AXL which are not inhibited by sorafenib.


Liver cancer is the sixth most diagnosed cancer worldwide with few available curative treatments. Liver transplantation (LT) is considered as one of the treatments for liver cancer especially in earlier stages of cancer. However, after LT, cancer develops again in 15­20% of the patients who undergo transplant for liver cancer. Compared with liver cancer in the nontransplant population, recurrent cancer grows faster and spreads in the body very quickly. Therefore, unfortunately, to date there are limited treatment options for these patients without significant effect on their survival. In this study, we aim to evaluate the effect of a new medication called cabozantinib on patients who develop recurrent liver cancer after their LT. Cabozantinib has been already tested in patients with liver cancer and was shown to be effective and safe in nontransplant patients. However, this is the first study to evaluate the effect of cabozantinib in liver transplant recipients with recurrent liver cancer. Clinical Trial Registration: NCT04204850 (ClinicalTrials.gov).


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Liver Transplantation , Adult , Anilides/adverse effects , Carcinoma, Hepatocellular/pathology , Clinical Trials, Phase II as Topic , Humans , Liver Neoplasms/pathology , Pyridines
11.
Genes Chromosomes Cancer ; 60(8): 559-564, 2021 08.
Article in English | MEDLINE | ID: mdl-33724601

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is a lethal disease with a 5-year survival rate of less than 10%. Individuals with a pathogenic germline variant in a pancreatic cancer susceptibility gene are at an increased risk of developing pancreatic cancer. Understanding the inherited genetic basis of pancreatic tumor development provides a unique opportunity to improve patient care and outcomes. For example, relatives of a patients with PDAC who have a pathogenic germline variant in a pancreatic cancer susceptibility gene are eligible for disease surveillance where cancers may be detected early, and 5-year survival greatly improved. Furthermore, for some patients with PDAC and a pathogenic germline variant in a pancreatic cancer susceptibility gene, their tumors may be susceptible to specific anti-cancer therapies. Recently, RABL3 was identified as a pancreatic cancer susceptibility gene. To validate these findings and inform clinical translation, we determined the prevalence of deleterious RABL3 variants in a large cohort of 1037 patients with PDAC that had undergone either whole genome or whole exome germline sequencing. We identified two synonymous variants and four missense variants classified as variants of unknown significance. We found no pathogenic RABL3 variants, indicating that the maximum prevalence of such variants in patients with PDAC is less than 0.36% (minor allele frequency 0, 97.5% one-sided confidence interval: 0-0.0036). This finding has important implications for germline genetic testing of patients with PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Germ-Line Mutation , Pancreatic Neoplasms/genetics , rab GTP-Binding Proteins/genetics , Adult , Aged , Aged, 80 and over , Carcinoma, Pancreatic Ductal/pathology , Female , Humans , Male , Middle Aged , Mutation, Missense , Pancreatic Neoplasms/pathology
12.
Gut ; 70(10): 1894-1903, 2021 10.
Article in English | MEDLINE | ID: mdl-32933947

ABSTRACT

OBJECTIVE: To describe the clinical, pathological and genomic characteristics of pancreatic cancer with DNA mismatch repair deficiency (MMRD) and proficiency (MMRP). DESIGN: We identified patients with MMRD and MMRP pancreatic cancer in a clinical cohort (N=1213, 519 with genetic testing, 53 with immunohistochemistry (IHC)) and a genomic cohort (N=288 with whole-genome sequencing (WGS)). RESULTS: 12 out of 1213 (1.0%) in the clinical cohort were MMRD by IHC or WGS. Of the 14 patients with Lynch syndrome, 3 (21.4%) had an MMRP pancreatic cancer by IHC, and 4 (28.6%) were excluded because tissue was unavailable for testing. MMRD cancers had longer overall survival after surgery (weighted HR after coarsened exact matching 0.11, 95% CI 0.02 to 0.78, p=0.001). One patient with an unresectable MMRD cancer has an ongoing partial response 3 years after starting treatment with PD-L1/CTLA-4 inhibition. This tumour showed none of the classical histopathological features of MMRD. 9 out of 288 (3.1%) tumours with WGS were MMRD. Despite markedly higher tumour mutational burden and neoantigen loads, MMRD cancers were significantly less likely to have mutations in usual pancreatic cancer driver genes like KRAS and SMAD4, but more likely to have mutations in genes that drive cancers with microsatellite instability like ACV2RA and JAK1. MMRD tumours were significantly more likely to have a basal-like transcriptional programme and elevated transcriptional markers of immunogenicity. CONCLUSIONS: MMRD pancreatic cancers have distinct clinical, pathological and genomic profiles. Patients with MMRD pancreatic cancer should be considered for basket trials targeting enhanced immunogenicity or the unique genomic drivers in these malignancies.


Subject(s)
Adenocarcinoma/genetics , DNA Repair-Deficiency Disorders/genetics , Pancreatic Neoplasms/genetics , Adenocarcinoma/pathology , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/pathology , DNA Repair-Deficiency Disorders/pathology , Female , Genetic Testing , Genomics , Humans , Male , Microsatellite Instability , Mutation , Ontario , Pancreatic Neoplasms/pathology , Retrospective Studies , Whole Genome Sequencing
13.
Gut ; 69(2): 317-328, 2020 02.
Article in English | MEDLINE | ID: mdl-31201285

ABSTRACT

INTRODUCTION: Transcriptional analyses have identified several distinct molecular subtypes in pancreatic ductal adenocarcinoma (PDAC) that have prognostic and potential therapeutic significance. However, to date, an indepth, clinicomorphological correlation of these molecular subtypes has not been performed. We sought to identify specific morphological patterns to compare with known molecular subtypes, interrogate their biological significance, and furthermore reappraise the current grading system in PDAC. DESIGN: We first assessed 86 primary, chemotherapy-naive PDAC resection specimens with matched RNA-Seq data for specific, reproducible morphological patterns. Differential expression was applied to the gene expression data using the morphological features. We next compared the differentially expressed gene signatures with previously published molecular subtypes. Overall survival (OS) was correlated with the morphological and molecular subtypes. RESULTS: We identified four morphological patterns that segregated into two components ('gland forming' and 'non-gland forming') based on the presence/absence of well-formed glands. A morphological cut-off (≥40% 'non-gland forming') was established using RNA-Seq data, which identified two groups (A and B) with gene signatures that correlated with known molecular subtypes. There was a significant difference in OS between the groups. The morphological groups remained significantly prognostic within cancers that were moderately differentiated and classified as 'classical' using RNA-Seq. CONCLUSION: Our study has demonstrated that PDACs can be morphologically classified into distinct and biologically relevant categories which predict known molecular subtypes. These results provide the basis for an improved taxonomy of PDAC, which may lend itself to future treatment strategies and the development of deep learning models.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Pancreatic Neoplasms/pathology , Adult , Aged , Carcinoma, Pancreatic Ductal/genetics , Deep Learning , Female , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Observer Variation , Pancreatic Neoplasms/genetics , Prognosis , Reproducibility of Results , Transcriptome , Pancreatic Neoplasms
14.
Support Care Cancer ; 28(10): 5031-5036, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32601854

ABSTRACT

PURPOSE: People with cancer face an elevated risk of infection and severe sequelae from COVID-19. Dexamethasone is commonly used for antiemetic prophylaxis with systemic therapy for cancer. However, dexamethasone is associated with increased risk of viral and respiratory infections, and causes lymphopenia, which is associated with worse outcomes during COVID-19 infections. Our purpose was to minimize dexamethasone exposure during antiemetic prophylaxis for systemic therapy for solid tumors during the COVID-19 pandemic, while maintaining control of nausea and emesis. METHODS: We convened an expert panel to systematically review the literature and formulate consensus recommendations. RESULTS: No studies considered the impact of dexamethasone-based antiemetic regimens on the risk and severity of COVID-19 infection. Expert consensus recommended modifications to the 2019 Cancer Care Ontario Antiemetic Recommendations. CONCLUSION: Clinicians should prescribe the minimally effective dose of dexamethasone for antiemetic prophylaxis. Single-day dexamethasone dosing is recommended over multi-day dosing for regimens with high emetogenic risk excluding high-dose cisplatin, preferably in combination with palonosetron, netupitant, and olanzapine. For regimens with low emetogenic risk, 5-HT3 antagonists are recommended over dexamethasone.


Subject(s)
Antiemetics/therapeutic use , Antineoplastic Agents/adverse effects , Betacoronavirus , Coronavirus Infections , Dexamethasone/therapeutic use , Nausea/prevention & control , Neoplasms/drug therapy , Pandemics , Pneumonia, Viral , Vomiting/prevention & control , Antineoplastic Agents/therapeutic use , COVID-19 , Coronavirus Infections/epidemiology , Humans , Nausea/chemically induced , Ontario , Pneumonia, Viral/epidemiology , Practice Guidelines as Topic , SARS-CoV-2 , Vomiting/chemically induced
15.
Gastroenterology ; 154(3): 719-722.e3, 2018 02.
Article in English | MEDLINE | ID: mdl-29074453

ABSTRACT

We conducted a case-control exome-wide association study to discover germline variants in coding regions that affect risk for pancreatic cancer, combining data from 5 studies. We analyzed exome and genome sequencing data from 437 patients with pancreatic cancer (cases) and 1922 individuals not known to have cancer (controls). In the primary analysis, BRCA2 had the strongest enrichment for rare inactivating variants (17/437 cases vs 3/1922 controls) (P = 3.27x10-6; exome-wide statistical significance threshold P < 2.5x10-6). Cases had more rare inactivating variants in DNA repair genes than controls, even after excluding 13 genes known to predispose to pancreatic cancer (adjusted odds ratio, 1.35; P = .045). At the suggestive threshold (P < .001), 6 genes were enriched for rare damaging variants (UHMK1, AP1G2, DNTA, CHST6, FGFR3, and EPHA1) and 7 genes had associations with pancreatic cancer risk, based on the sequence-kernel association test. We confirmed variants in BRCA2 as the most common high-penetrant genetic factor associated with pancreatic cancer and we also identified candidate pancreatic cancer genes. Large collaborations and novel approaches are needed to overcome the genetic heterogeneity of pancreatic cancer predisposition.


Subject(s)
Biomarkers, Tumor/genetics , Exome Sequencing , Exome , Genetic Variation , Pancreatic Neoplasms/genetics , BRCA2 Protein/genetics , Case-Control Studies , Genetic Heterogeneity , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Odds Ratio , Pancreatic Neoplasms/diagnosis , Phenotype , Risk Assessment , Risk Factors
16.
J Genet Couns ; 27(4): 988-995, 2018 08.
Article in English | MEDLINE | ID: mdl-29441441

ABSTRACT

Germline BRCA1 and BRCA2 (BRCA) mutation carriers with pancreatic ductal adenocarcinoma (PDAC) may benefit from precision therapies and their relatives should undergo tailored cancer prevention. In this study, we compared strategies to identify BRCA carriers with PDAC. Incident cases of PDAC were prospectively recruited for BRCA sequencing. Probands were evaluated using the National Comprehensive Cancer Network (NCCN) and the Ontario Ministry of Health and Long-Term Care (MOHLTC) guidelines. The probability of each proband carrying a mutation was estimated by surveying genetic counselors and using BRCAPRO. BRCA mutations were detected in 22/484 (4.5%) probands. 152/484 (31.2%) and 16/484 (3.3%) probands met the NCCN and MOHLTC guidelines, respectively. The NCCN guidelines had higher sensitivity than the MOHLTC guidelines (0.864 versus 0.227, P < 0.001) but lower specificity (0.712 versus 0.976, P < 0.001). One hundred and nineteen genetic counselors completed the survey. Discrimination was similar between genetic counselors and BRCAPRO (area-under-the-curve: 0.755 and 0.775, respectively, P = 0.702). Genetic counselors generally overestimated (P = 0.008), whereas BRCAPRO severely underestimated (P < 0.001), the probability that each proband carried a mutation. Our results indicate that the NCCN guidelines and genetic counselors accurately identify BRCA mutations in PDAC, while the MOHLTC guidelines and BRCAPRO should be updated to account for the association between BRCA and PDAC.


Subject(s)
Genes, BRCA1 , Genes, BRCA2 , Genetic Counseling , Mutation , Pancreatic Neoplasms/genetics , Adult , Female , Humans , Male , Middle Aged
18.
Gastroenterology ; 148(3): 556-64, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25479140

ABSTRACT

BACKGROUND & AIMS: We investigated the prevalence of germline mutations in APC, ATM, BRCA1, BRCA2, CDKN2A, MLH1, MSH2, MSH6, PALB2, PMS2, PRSS1, STK11, and TP53 in patients with pancreatic cancer. METHODS: The Ontario Pancreas Cancer Study enrolls consenting participants with pancreatic cancer from a province-wide electronic pathology database; 708 probands were enrolled from April 2003 through August 2012. To improve the precision of BRCA2 prevalence estimates, 290 probands were selected from 3 strata, based on family history of breast and/or ovarian cancer, pancreatic cancer, or neither. Germline DNA was analyzed by next-generation sequencing using a custom multiple-gene panel. Mutation prevalence estimates were calculated from the sample for the entire cohort. RESULTS: Eleven pathogenic mutations were identified: 3 in ATM, 1 in BRCA1, 2 in BRCA2, 1 in MLH1, 2 in MSH2, 1 in MSH6, and 1 in TP53. The prevalence of mutations in all 13 genes was 3.8% (95% confidence interval, 2.1%-5.6%). Carrier status was associated significantly with breast cancer in the proband or first-degree relative (P < .01), and with colorectal cancer in the proband or first-degree relative (P < .01), but not family history of pancreatic cancer, age at diagnosis, or stage at diagnosis. Of patients with a personal or family history of breast and colorectal cancer, 10.7% (95% confidence interval, 4.4%-17.0%) and 11.1% (95% confidence interval, 3.0%-19.1%) carried pathogenic mutations, respectively. CONCLUSIONS: A small but clinically important proportion of pancreatic cancer is associated with mutations in known predisposition genes. The heterogeneity of mutations identified in this study shows the value of using a multiple-gene panel in pancreatic cancer.


Subject(s)
Esophageal Achalasia/genetics , Genes, Neoplasm/genetics , Hepatitis, Alcoholic/immunology , Liver Transplantation/trends , Nitric Oxide Synthase Type I/genetics , Non-alcoholic Fatty Liver Disease/epidemiology , Pancreatic Neoplasms/genetics , Humans
19.
Ann Surg ; 261(6): 1138-44, 2015 Jun.
Article in English | MEDLINE | ID: mdl-24950262

ABSTRACT

OBJECTIVE: To describe the natural history and outcomes of surveillance of duodenal neoplasia in familial adenomatous polyposis (FAP). BACKGROUND: Duodenal cancer is the most common cause of death in FAP. METHODS: Cohort study of patients prospectively enrolled in an upper endoscopic surveillance protocol from 1982 to 2012. The duodenum was assessed by side-viewing endoscopy and classified as stage 1 to 5 disease. Endoscopic and/or operative interventions were performed according to stage. RESULTS: There were 218 patients in the protocol (98 with advanced stage). They had a median of 9 endoscopies (range: 2-25) over a median of 11 years (range: 1-26). Median age at diagnosis of stage 3 disease (adenoma: 2.1-10 mm) was 41 years and stage 4 disease (adenoma >10 mm) was 45 years. Median time from first esophagogastroduodenoscopy to stage 4 disease was 22.4 years. The risk of stage 4 disease was 34.3% [95% confidence interval (CI) 23.8-43.4] at 15 years. In multivariate analysis, sex, type of colorectal surgery, years since colorectal surgery, and stage were significantly associated with risk of progression to stage 4 disease. Five of 218 (2.3%) patients developed duodenal cancer at median age of 58 years (range: 51-65). The risk of developing duodenal cancer was 2.1% (95% CI: 0-5.2) at 15 years. CONCLUSIONS: Patients with advanced duodenal polyposis progress in the severity of disease (size and degree of dysplasia); however, the rate of progression to carcinoma is slow. Aggressive endoscopic and surgical intervention, especially in the presence of large polyps and high-grade dysplasia, appears to be effective in preventing cancer deaths in FAP.


Subject(s)
Adenoma/diagnosis , Adenomatous Polyposis Coli/diagnosis , Duodenal Neoplasms/diagnosis , Adenoma/etiology , Adenoma/surgery , Adenomatous Polyposis Coli/complications , Adult , Aged , Clinical Protocols , Disease Management , Disease Progression , Duodenal Neoplasms/classification , Duodenal Neoplasms/etiology , Duodenal Neoplasms/surgery , Duodenoscopy , Early Detection of Cancer , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neoplasm Staging , Population Surveillance , Prospective Studies , Registries , Risk Factors
20.
Surg Innov ; 22(1): 15-9, 2015 Feb.
Article in English | MEDLINE | ID: mdl-24902683

ABSTRACT

Robot-assisted surgery is gaining momentum as a new trend in minimally invasive surgery. With limited evidence supporting its use in place of the far less expensive conventional laparoscopic surgery, it has been suggested that marketing pressure is partly responsible for its widespread adoption. The impact of phrases that promote the novelty of robot-assisted surgery on patient decision making has not been investigated. We conducted a discrete choice experiment to elicit preference of partial colectomy technique for a hypothetical diagnosis of colon cancer. A convenience sample of 38 participants in an ambulatory general surgery clinic consented to participate. Each participant made 2 treatment decisions between robot-assisted surgery and conventional laparoscopic surgery, with robot-assisted surgery described as "innovative" and "state-of-the-art" in one of the decisions (marketing frame), and by a disclosure of the uncertainty of available evidence in the other (evidence-based frame). The magnitude of the framing effect was large with 12 of 38 subjects (31.6%, P = .005) selecting robot-assisted surgery in the marketing frame and not the evidence-based frame. This is the first study to our knowledge to demonstrate that words that highlight novelty have an important influence on patient preference for robot-assisted surgery and that use of more neutral language can mitigate this effect.


Subject(s)
Laparoscopy/statistics & numerical data , Marketing/statistics & numerical data , Patient Preference/statistics & numerical data , Robotic Surgical Procedures/statistics & numerical data , Adult , Aged , Female , Humans , Male , Middle Aged , Surveys and Questionnaires
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