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1.
J Med Internet Res ; 26: e57827, 2024 Sep 03.
Article in English | MEDLINE | ID: mdl-39226552

ABSTRACT

BACKGROUND: Wearable digital health technologies and mobile apps (personal digital health technologies [DHTs]) hold great promise for transforming health research and care. However, engagement in personal DHT research is poor. OBJECTIVE: The objective of this paper is to describe how participant engagement techniques and different study designs affect participant adherence, retention, and overall engagement in research involving personal DHTs. METHODS: Quantitative and qualitative analysis of engagement factors are reported across 6 unique personal DHT research studies that adopted aspects of a participant-centric design. Study populations included (1) frontline health care workers; (2) a conception, pregnant, and postpartum population; (3) individuals with Crohn disease; (4) individuals with pancreatic cancer; (5) individuals with central nervous system tumors; and (6) families with a Li-Fraumeni syndrome affected member. All included studies involved the use of a study smartphone app that collected both daily and intermittent passive and active tasks, as well as using multiple wearable devices including smartwatches, smart rings, and smart scales. All studies included a variety of participant-centric engagement strategies centered on working with participants as co-designers and regular check-in phone calls to provide support over study participation. Overall retention, probability of staying in the study, and median adherence to study activities are reported. RESULTS: The median proportion of participants retained in the study across the 6 studies was 77.2% (IQR 72.6%-88%). The probability of staying in the study stayed above 80% for all studies during the first month of study participation and stayed above 50% for the entire active study period across all studies. Median adherence to study activities varied by study population. Severely ill cancer populations and postpartum mothers showed the lowest adherence to personal DHT research tasks, largely the result of physical, mental, and situational barriers. Except for the cancer and postpartum populations, median adherences for the Oura smart ring, Garmin, and Apple smartwatches were over 80% and 90%, respectively. Median adherence to the scheduled check-in calls was high across all but one cohort (50%, IQR 20%-75%: low-engagement cohort). Median adherence to study-related activities in this low-engagement cohort was lower than in all other included studies. CONCLUSIONS: Participant-centric engagement strategies aid in participant retention and maintain good adherence in some populations. Primary barriers to engagement were participant burden (task fatigue and inconvenience), physical, mental, and situational barriers (unable to complete tasks), and low perceived benefit (lack of understanding of the value of personal DHTs). More population-specific tailoring of personal DHT designs is needed so that these new tools can be perceived as personally valuable to the end user.


Subject(s)
Mobile Applications , Humans , Cohort Studies , Female , Digital Technology , Patient Participation/methods , Wearable Electronic Devices , Biomedical Technology/methods , Male , Adult , Pregnancy , Digital Health
2.
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
3.
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
4.
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
5.
HPB (Oxford) ; 21(6): 643-652, 2019 06.
Article in English | MEDLINE | ID: mdl-30471960

ABSTRACT

BACKGROUND: Stage 3 pancreatic ductal adenocarcinoma (PDAC) is defined by arterial involvement. This study objective was to evaluate outcomes for patients with stage 3 PDAC with potentially reconstructable arterial involvement, considered for neoadjuvant therapy (NAT) and pancreatic resection, and to compare outcomes following arterial (AR) and non-arterial resection (NAR). METHODS: This study included patients from 2009 to 2016 with biopsy-proven stage 3 PDAC who were offered NAT before surgical exploration. AR was performed if required to achieve R0 resection. Time to event outcomes were analysed from diagnosis date. RESULTS: 87/89 patients (97.8%) received NAT (chemotherapy 41.6%, chemotherapy/radiotherapy 56.2%). 46/89 (51.7%) underwent exploration; 31 underwent resection (AR n = 20, NAR n = 11). AR patients had longer operative time (681 vs. 563 min, p = 0.006) and more blood loss (1600 vs. 575 mL, p = 0.0004), with no difference for blood transfusion, pancreatic fistula, length of stay, reoperation, or mortality. R0 rate was 30/31. Post-resection 90-day mortality was 3.2%. Median overall survival was statistically comparable between the AR and NAR groups (19.7 vs. 28.4 months, p = 0.41). CONCLUSIONS: AR had comparable clinical and oncologic outcomes to NAR. Following careful selection and non-progression after NAT, major AR may cautiously be considered if required to obtain a negative resection margin.


Subject(s)
Carcinoma, Pancreatic Ductal/therapy , Hepatic Artery/surgery , Mesenteric Artery, Superior/surgery , Neoplasm Staging , Pancreatectomy/methods , Pancreatic Neoplasms/therapy , Vascular Surgical Procedures/methods , Adolescent , Adult , Aged , Biopsy , Carcinoma, Pancreatic Ductal/blood supply , Carcinoma, Pancreatic Ductal/diagnosis , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neoadjuvant Therapy/methods , Pancreatic Neoplasms/blood supply , Pancreatic Neoplasms/diagnosis , Plastic Surgery Procedures/methods , Retrospective Studies , Tomography, X-Ray Computed , Young Adult
6.
Prostate ; 76(2): 235-42, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26768279

ABSTRACT

BACKGROUND: Androgen deprivation therapy (ADT) with luteinizing hormone releasing hormone (LHRH) agonists is an effective initial therapy for men with advanced prostate cancer. LHRH agonists are usually administered indefinitely at a fixed interval. METHODS: We recruited men with advanced prostate cancer who had been on fixed-schedule injections of an LHRH agonist for ≥1 year and had castrate serum testosterone [<1.75 nmol/l (approx. 50 ng/ml)]. Testosterone levels were measured at 6-week intervals and ADT was withheld until testosterone levels were no longer in the castrate range and then reinstituted. Time to reinstitution of ADT was the primary outcome and was analyzed by the Kaplan-Meier method; Cox regression was used to identify factors predicting delay in reinstitution of treatment. Influence on quality-of-life (QoL) was evaluated by the Expanded Prostate Index Composite (EPIC). RESULTS: Forty-six evaluable men who had received LHRH agonist injections every 12 weeks were recruited. Median time to testosterone recovery (defined as testosterone outside the defined castrate level) after previous injection was >1 year. In univariable analysis, lower baseline testosterone [≤1 vs. >1 nmol/l (approx. 30 ng/dl)] and longer time on ADT (>5 vs. ≤5 years) predicted for prolonged time to testosterone recovery, but only lower baseline testosterone remained significant in multivariable analysis (Hazard Ratio = 5.2, P = 0.03). Overall EPIC scores remained stable but improvement from baseline was observed in the hormonal domain (P = 0.002). Median per-patient saving in cost was approximately USD 3,100 (1,050-6,200). CONCLUSIONS: Testosterone-guided ADT reduces exposure to LHRH agonists, with reduction in cost and improvement in some symptoms from ADT. Testosterone-guided ADT should be considered an alternative to fixed schedule treatment by physicians and policy makers.


Subject(s)
Androgen Antagonists/administration & dosage , Antineoplastic Agents, Hormonal/administration & dosage , Disease Management , Prostatic Neoplasms/blood , Prostatic Neoplasms/drug therapy , Testosterone/blood , Aged , Aged, 80 and over , Gonadotropin-Releasing Hormone/agonists , Humans , Male , Middle Aged , Prospective Studies , Prostatic Neoplasms/diagnosis
7.
Br J Cancer ; 115(6): 649-54, 2016 09 06.
Article in English | MEDLINE | ID: mdl-27467054

ABSTRACT

BACKGROUND: FOLFIRINOX has been shown to significantly increase both overall survival (OS) and progression-free survival (PFS) in metastatic pancreas cancer. There is limited data regarding the treatment of locally advanced pancreatic cancer. We present a retrospective study of patients with both locally advanced and metastatic pancreas cancer using FOLFIRINOX as first-line therapy in our centre. METHODS: This is a retrospective review of patients treated with FOLFIRINOX for pancreatic cancer at Princess Margaret Cancer Centre, between December 2011 and July 2014. The primary objective was to evaluate the efficacy and safety of FOLFIRINOX when used with dose modifications. RESULTS: One hundred two patients were identified; 66 metastatic and 36 locally advanced. Sixty-eight per cent of patients initiated treatment with a dose reduction. The median (95% CI) OS in the metastatic group was 13.1 (6.3-16.1) months with full dose and 12.9 (10.3-30.1) months with modified dose. The median (95% CI) OS in the locally advanced group was 11.1 (6.1-not reached) months with full dose and 23 (not reached-not reached) months with modified dose. The median (95% CI) PFS in the metastatic group was 6.2 (4.9-15.2) months with full dose and 8.7 (5.7-12.9) months with modified dose. The median (95% CI) PFS in the locally advanced group was 11.1 (3.1-not reached) months with full dose and 10.4 (6.8-not reached) months with modified dose. Grade 3/4 haematologic adverse events were observed in 43% of patients. Grade 3/4 non-haematologic adverse events were observed in 28% of patients. Patient well-being significantly improved from baseline to cycle 4 (P=0.002). CONCLUSIONS: Efficacy was achievable with dose-modified FOLFIRINOX in daily setting. The safety of FOLFIRINOX remains a concern with a high rate of grades 3 and 4 neutropaenia despite dose reduction.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Pancreatic Ductal/drug therapy , Pancreatic Neoplasms/drug therapy , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers, Tumor/analysis , CA-19-9 Antigen/analysis , Camptothecin/administration & dosage , Camptothecin/adverse effects , Camptothecin/analogs & derivatives , Carcinoma, Pancreatic Ductal/secondary , Carcinoma, Pancreatic Ductal/surgery , Cisplatin/administration & dosage , Combined Modality Therapy , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Disease-Free Survival , Drug Substitution , Female , Fluorouracil/administration & dosage , Fluorouracil/adverse effects , Gastrointestinal Diseases/chemically induced , Hematologic Diseases/chemically induced , Humans , Irinotecan , Kaplan-Meier Estimate , Leucovorin/administration & dosage , Leucovorin/adverse effects , Male , Middle Aged , Ontario , Organoplatinum Compounds/administration & dosage , Organoplatinum Compounds/adverse effects , Oxaliplatin , Paclitaxel/administration & dosage , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/surgery , Quality of Life , Sepsis/etiology , Treatment Outcome , Gemcitabine
8.
Curr Oncol ; 31(5): 2589-2597, 2024 05 02.
Article in English | MEDLINE | ID: mdl-38785475

ABSTRACT

Background: Pancreatic ductal adenocarcinoma (PDAC) presents significant challenges in diagnosis, staging, and appropriate treatment. Furthermore, patients with PDAC often experience complex symptomatology and psychosocial implications that require multi-disciplinary and inter-professional supportive care management from health professionals. Despite these hurdles, the implementation of inter-professional clinic approaches showed promise in enhancing clinical outcomes. To assess the effectiveness of such an approach, we examined the impact of the Wallace McCain Centre for Pancreatic Cancer (WMCPC), an inter-professional clinic for patients with PDAC at the Princess Margaret Cancer Centre (PM). Methods: This retrospective cohort study included all patients diagnosed with PDAC who were seen at the PM before (July 2012-June 2014) and after (July 2014-June 2016) the establishment of the WMCPC. Standard therapies such as surgery, chemotherapy, and radiation therapy remained consistent across both time periods. The cohorts were compared in terms of survival rates, disease stage, referral patterns, time to treatment, symptoms, and the proportion of patients assessed and supported by nursing and allied health professionals. Results: A total of 993 patients were included in the review, comprising 482 patients pre-WMCPC and 511 patients post-WMCPC. In the multivariate analysis, adjusting for ECOG (Eastern Cooperative Oncology Group) and stage, it was found that post-WMCPC patients experienced longer median overall survival (mOS, HR 0.84, 95% CI 0.72-0.98, p = 0.023). Furthermore, the time from referral to initial consultation date decreased significantly from 13.4 to 8.8 days in the post-WMCPC cohort (p < 0.001), along with a reduction in the time from the first clinic appointment to biopsy (14 vs. 8 days, p = 0.022). Additionally, patient-reported well-being scores showed improvement in the post-WMCPC cohort (p = 0.02), and these patients were more frequently attended to by nursing and allied health professionals (p < 0.001). Conclusions: The implementation of an inter-professional clinic for patients diagnosed with PDAC led to improvements in overall survival, patient-reported well-being, time to initial assessment visit and pathological diagnosis, and symptom management. These findings advocate for the adoption of an inter-professional clinic model in the treatment of patients with PDAC.


Subject(s)
Pancreatic Neoplasms , Humans , Retrospective Studies , Pancreatic Neoplasms/therapy , Female , Male , Aged , Middle Aged , Carcinoma, Pancreatic Ductal/therapy , Treatment Outcome , Cohort Studies , Aged, 80 and over
9.
J Gastrointest Oncol ; 14(1): 379-389, 2023 Feb 28.
Article in English | MEDLINE | ID: mdl-36915452

ABSTRACT

Background: Cholangiocarcinoma (CCA) is a molecularly heterogenous disease that is often fatal. Whole genome sequencing (WGS) can provide additional knowledge of mutational spectra compared with panel sequencing. We describe the molecular landscape of CCA using whole-genome sequencing and compare the mutational landscape between short-term and long-term survivors. Methods: We explored molecular differences between short-term and long-term survivors by performing WGS on 20 patient samples from our biliary tract cancer database. Short-term survivors were enriched for cases with underlying primary sclerosing cholangitis (PSC) and patients with cirrhosis. All samples underwent tumour epithelial enrichment using laser capture microdissection (LCM). Results: Dominant single base substitution (SBS) signatures across the cohort included SBS1 and SBS5, with the latter more prevalent in long-term survivors. SBS17 was evident in 3 cases, all of whom had underlying ulcerative colitis (UC) with PSC. Additional rare signatures included SBS3 in a patient treated for prior mantle cell lymphoma and SBS26/SBS6 in a patient with a tumor mutational burden of 33 mutations/Mb and a pathogenic MLH1 germline mutation. Somatic TP53 inactivating mutations were present in 8/10 (80%) short-term survivors and in none of the long-term survivors. Additional mutations occurred in KRAS, SMAD4, CDKN2A, and chromatin remodelling genes. The long-term survivor group harboured predicted fusions in FGFR (n=2) and pathogenic mutations in BRAF and IDH1 (n=2). Conclusions: TP53 alterations are associated with poor outcomes in patients with CCA. Patients with underlying inflammatory/autoimmune conditions may be enriched for unique tumour mutational signatures.

10.
J Clin Pathol ; 76(3): 158-165, 2023 Mar.
Article in English | MEDLINE | ID: mdl-34583947

ABSTRACT

AIMS: The majority of pancreatic ductal adenocarcinomas (PDACs) harbour oncogenic mutations in KRAS with variants in TP53, CDKN2A and SMAD4 also prevalent. The presence of oncogenic fusions including NTRK fusions are rare but important to identify. Here we ascertain the prevalence of NTRK fusions and document their genomic characteristics in a large series of PDAC. METHODS: Whole genome sequencing and RNAseq were performed on a series of patients with resected or locally advanced/metastatic PDAC collected between 2008 and 2020 at a single institution. A subset of specimens underwent immunohistochemistry (IHC) analysis. Clinical and molecular characterisation and IHC sensitivity and specificity were evaluated. RESULTS: 400 patients were included (resected n=167; locally advanced/metastatic n=233). Three patients were identified as harbouring an NTRK fusion, two EML4-NTRK3 (KRAS-WT) and a single novel KANK1-NTRK3 fusion. The latter occurring in the presence of a subclonal KRAS mutation. Typical PDAC drivers were present including mutations in TP53 and CDKN2A. Substitution base signatures and tumour mutational burden were similar to typical PDAC. The prevalence of NTRK fusions was 0.8% (3/400), while in KRAS wild-type tumours, it was 6.25% (2/32). DNA prediction alone documented six false-positive cases. RNA analysis correctly identified the in-frame fusion transcripts. IHC analysis was negative in the KANK1-NTRK3 fusion but positive in a EML4-NTRK3 case, highlighting lower sensitivity of IHC. CONCLUSION: NTRK fusions are rare; however, with emerging therapeutic options targeting these fusions, detection is vital. Reflex testing for KRAS mutations and subsequent RNA-based screening could help identify these cases in PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Humans , Proto-Oncogene Proteins p21(ras)/genetics , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/drug therapy , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/genetics , Mutation , Oncogene Proteins, Fusion/genetics , Cytoskeletal Proteins/genetics , Adaptor Proteins, Signal Transducing , Pancreatic Neoplasms
11.
World J Gastroenterol ; 28(45): 6421-6432, 2022 Dec 07.
Article in English | MEDLINE | ID: mdl-36533108

ABSTRACT

BACKGROUND: Pancreatic acinar cell carcinoma (PACC) is a rare tumor. Up to 45% of PACCs have alterations in the DNA damage repair pathway and 23% harbor rearrangements in the BRAF or RAF1 genes. We present a PACC case with a germline BRCA2 likely pathogenic variant (LPV) to highlight the impact of genomic testing on treatment decisions and patient outcomes. In our larger case series, we provide clinic-based information on additional 10 PACC patients treated in our center. CASE SUMMARY: A 70-year-old male was diagnosed with advanced PACC. At presentation, he was cachectic with severe arthralgia despite prednisolone and a skin rash that was later confirmed to be panniculitis. He was treated with modified FOLFIRINOX (mFFX) with the knowledge of the germline BRCA2 LPV. Following 11 cycles of mFFX, a computed tomography (CT) scan demonstrated significant tumor response in the pancreatic primary and hepatic metastases, totaling 70% from baseline as per Response Evaluation Criteria in Solid Tumors. Resolution of the skin panniculitis was also noted. We identified two additional PACCs with druggable targets in our case series. Our data contribute to practical evidence for the value of germline and somatic profiling in the management of rare diseases like PACC. CONCLUSION: This patient and others in our larger case series highlight the importance of genomic testing in PACC with potential utility in personalized treatment.


Subject(s)
Carcinoma, Acinar Cell , Pancreatic Neoplasms , Panniculitis , Male , Humans , Aged , Carcinoma, Acinar Cell/drug therapy , Carcinoma, Acinar Cell/genetics , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Panniculitis/etiology , Germ Cells/pathology , BRCA2 Protein/genetics , Pancreatic Neoplasms
12.
Clin Cancer Res ; 28(23): 5115-5120, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36222851

ABSTRACT

PURPOSE: Modified FOLFIRINOX (mFFX) and gemcitabine/nab-paclitaxel (GnP) remain standard first-line options for patients with advanced pancreatic ductal adenocarcinoma (PDAC). Human equilibrative nucleoside transporter 1 (hENT1) was hypothesized to be a biomarker of gemcitabine in the adjuvant setting, with conflicting results. In this study, we explore hENT1 mRNA expression as a predictive biomarker in advanced PDAC. EXPERIMENTAL DESIGN: COMPASS was a prospective observational trial of patients with advanced PDAC. A biopsy was required prior to initiating chemotherapy, as determined by treating physician. Biopsies underwent laser capture microdissection prior to whole genome and RNA sequencing. The cut-off thresholds for hENT1 expression were determined using the maximal χ2 statistic. RESULTS: 253 patients were included in the analyses with a median follow-up of 32 months, with 138 patients receiving mFFX and 92 receiving GnP. In the intention to treat population, median overall survival (OS) was 10.0 months in hENT1high versus 7.9 months in hENT1low (P = 0.02). In patients receiving mFFX, there was no difference in overall response rate (ORR; 35% vs. 28%, P = 0.56) or median OS (10.6 vs. 10.5 months, P = 0.45). However, in patients treated with GnP, the ORR was significantly higher in hENT1high compared with hENT1low tumors (43% vs. 21%, P = 0.038). Median OS in this GnP-treated cohort was 10.6 months in hENT1high versus 6.7 months hENT1low (P < 0.001). In an interaction analysis, hENT1 was predictive of treatment response to GnP (interaction P = 0.002). CONCLUSIONS: In advanced PDAC, hENT1 mRNA expression predicts ORR and OS in patients receiving GnP.


Subject(s)
Adenocarcinoma , Pancreatic Neoplasms , Humans , Adenocarcinoma/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Equilibrative Nucleoside Transporter 1/genetics , Equilibrative Nucleoside Transporter 1/metabolism , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , RNA, Messenger , Gemcitabine , Pancreatic Neoplasms
13.
Front Oncol ; 12: 860767, 2022.
Article in English | MEDLINE | ID: mdl-35547873

ABSTRACT

The immune contexture of pancreatic ductal adenocarcinoma (PDAC) is generally immunosuppressive. A role for immune checkpoint inhibitors (ICIs) in PDAC has only been demonstrated for the rare and hypermutated mismatch repair (MMR) deficient (MMR-d) subtype. Homologous recombination repair (HR) deficient (HR-d) PDAC is more prevalent and may encompass up to 20% of PDAC. Its genomic instability may promote a T-cell mediated anti-tumor response with therapeutic sensitivity to ICIs. To investigate the immunogenicity of HR-d PDAC, we used multiplex immunohistochemistry (IHC) to compare the density and spatial distribution of CD8+ cytotoxic T-cells, FOXP3+ regulatory T-cells (Tregs), and CD68+ tumor-associated macrophages (TAMs) in HR-d versus HR/MMR-intact PDAC. We also evaluated the IHC positivity of programmed death-ligand 1 (PD-L1) across the subgroups. 192 tumors were evaluated and classified as HR/MMR-intact (n=166), HR-d (n=25) or MMR-d (n=1) based on germline testing and tumor molecular hallmarks. Intra-tumoral CD8+ T-cell infiltration was higher in HR-d versus HR/MMR-intact PDAC (p<0.0001), while CD8+ T-cell densities in the peri-tumoral and stromal regions were similar in both groups. HR-d PDAC also displayed increased intra-tumoral FOXP3+ Tregs (p=0.049) and had a higher CD8+:FOXP3+ ratio (p=0.023). CD68+ TAM expression was similar in HR-d and HR/MMR-intact PDAC. Finally, 6 of the 25 HR-d cases showed a PD-L1 Combined Positive Score of >=1, whereas none of the HR/MMR-intact cases met this threshold (p<0.00001). These results provide immunohistochemical evidence for intra-tumoral CD8+ T-cell enrichment and PD-L1 positivity in HR-d PDAC, suggesting that HR-d PDAC may be amenable to ICI treatment strategies.

14.
Cancer Imaging ; 21(1): 45, 2021 Jun 30.
Article in English | MEDLINE | ID: mdl-34193282

ABSTRACT

OBJECTIVES: To evaluate gadoxetic acid-enhanced liver MRI (EOB-MRI) versus contrast-enhanced computed tomography (CECT) for preoperative detection of liver metastasis (LM) and reduction of open-close laparotomies for pancreatic ductal adenocarcinoma (PDAC). METHODS: Sixty-six patients with PDAC had undergone preoperative EOB-MRI and CECT. LM detection by EOB-MRI and CECT and their impact on surgical planning, open-close laparotomies were compared by clinical and radiology reports and retrospective analysis of imaging by two blinded independent readers. Histopathology or imaging follow-up was the reference standard. Statistical analysis was performed at patient and lesion levels with two-sided McNemar tests. RESULTS: EOB-MRI showed higher sensitivity versus CECT (71.7% [62.1-80.0] vs. 34% [25.0-43.8]; p = 0.009), comparable specificity (98.6%, [96.9-99.5] vs. 100%, [99.1-100], and higher AUROC (85.1%, [80.4-89.9] vs. 66.9%, [60.9-73.1]) for LM detection. An incremental 7.6% of patients were excluded from surgery with a potential reduction of up to 13.6% in futile open-close laparotomies due to LM detected on EOB-MRI only. CONCLUSIONS: Preoperative EOB-MRI has superior diagnostic performance in detecting LM from PDAC. This better informs surgical eligibility with potential reduction of futile open-close laparotomies from attempted curative intent pancreatic cancer surgery.


Subject(s)
Gadolinium DTPA , Laparotomy/methods , Liver/diagnostic imaging , Magnetic Resonance Imaging/methods , Pancreatic Neoplasms/surgery , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Preoperative Care , Retrospective Studies
15.
Sci Rep ; 11(1): 10619, 2021 05 19.
Article in English | MEDLINE | ID: mdl-34011980

ABSTRACT

Patient-derived xenograft (PDX) and their xenograft-derived organoid (XDO) models that recapitulate the genotypic and phenotypic landscape of patient cancers could help to advance research and lead to improved clinical management. PDX models were established from 276 pancreato-duodenal and biliary cancer resections. Initial, passage 0 (P0) engraftment rates were 59% (118/199) for pancreatic, 86% (25/29) for duodenal, and 35% (17/48) for biliary ductal tumors. Pancreatic ductal adenocarcinoma (PDAC), had a P0 engraftment rate of 62% (105/169). KRAS mutant and wild-type PDAC models were molecularly profiled, and XDO models were generated to perform initial drug response evaluations. Subsets of PDAC PDX models showed global copy number variants and gene expression profiles that were retained with serial passaging, and they showed a spectrum of somatic mutations represented in patient tumors. PDAC XDO models were established, with a success rate of 71% (10/14). Pathway activation of KRAS-MAPK in PDXs was independent of KRAS mutational status. Four wild-type KRAS models were characterized by one with EGFR (L747-P753 del), two with BRAF alterations (N486_P490del or V600E), and one with triple negative KRAS/EGFR/BRAF. Model OCIP256, characterized by BRAF (N486-P490 del), had activated phospho-ERK. A combination treatment of a pan-RAF inhibitor (LY3009120) and a MEK inhibitor (trametinib) effectively suppressed phospho-ERK and inhibited growth of OCIP256 XDO and PDX models. PDAC/duodenal adenocarcinoma have high success rates forming PDX/organoid and retaining their phenotypic and genotypic features. These models may be effective tools to evaluate novel drug combination therapies.


Subject(s)
Biliary Tract Neoplasms/pathology , Duodenal Neoplasms/pathology , Organoids/pathology , Pancreatic Neoplasms/pathology , Xenograft Model Antitumor Assays , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Biliary Tract Neoplasms/drug therapy , Cell Proliferation/drug effects , Dose-Response Relationship, Drug , Duodenal Neoplasms/drug therapy , Humans , Mice, Inbred NOD , Mice, SCID , Mutation/genetics , Organoids/drug effects , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms
16.
Clin Cancer Res ; 26(18): 4901-4910, 2020 09 15.
Article in English | MEDLINE | ID: mdl-32156747

ABSTRACT

PURPOSE: To determine the impact of basal-like and classical subtypes in advanced pancreatic ductal adenocarcinoma (PDAC) and to explore GATA6 expression as a surrogate biomarker. EXPERIMENTAL DESIGN: Within the COMPASS trial, patients proceeding to chemotherapy for advanced PDAC undergo tumor biopsy for RNA-sequencing (RNA-seq). Overall response rate (ORR) and overall survival (OS) were stratified by subtypes and according to chemotherapy received. Correlation of GATA6 with the subtypes using gene expression profiling, in situ hybridization (ISH) was explored. RESULTS: Between December 2015 and May 2019, 195 patients (95%) had enough tissue for RNA-seq; 39 (20%) were classified as basal-like and 156 (80%) as classical. RECIST response data were available for 157 patients; 29 basal-like and 128 classical where the ORR was 10% versus 33%, respectively (P = 0.02). In patients with basal-like tumors treated with modified FOLFIRINOX (n = 22), the progression rate was 60% compared with 15% in classical PDAC (P = 0.0002). Median OS in the intention-to-treat population (n = 195) was 9.3 months for classical versus 5.9 months for basal-like PDAC (HR, 0.47; 95% confidence interval, 0.32-0.69; P = 0.0001). GATA6 expression by RNA-seq highly correlated with the classifier (P < 0.001) and ISH predicted the subtypes with sensitivity of 89% and specificity of 83%. In a multivariate analysis, GATA6 expression was prognostic (P = 0.02). In exploratory analyses, basal-like tumors, could be identified by keratin 5, were more hypoxic and enriched for a T-cell-inflamed gene expression signature. CONCLUSIONS: The basal-like subtype is chemoresistant and can be distinguished from classical PDAC by GATA6 expression.See related commentary by Collisson, p. 4715.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Carcinoma, Pancreatic Ductal/drug therapy , Drug Resistance, Neoplasm/genetics , GATA6 Transcription Factor/genetics , Pancreatic Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Female , Fluorouracil/pharmacology , Fluorouracil/therapeutic use , GATA6 Transcription Factor/analysis , Gene Expression Regulation, Neoplastic , Humans , Irinotecan/pharmacology , Irinotecan/therapeutic use , Leucovorin/pharmacology , Leucovorin/therapeutic use , Male , Middle Aged , Multicenter Studies as Topic , Oxaliplatin/pharmacology , Oxaliplatin/therapeutic use , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Prognosis , Prospective Studies , RNA-Seq , Response Evaluation Criteria in Solid Tumors
17.
Nat Genet ; 52(2): 231-240, 2020 02.
Article in English | MEDLINE | ID: mdl-31932696

ABSTRACT

Pancreatic adenocarcinoma presents as a spectrum of a highly aggressive disease in patients. The basis of this disease heterogeneity has proved difficult to resolve due to poor tumor cellularity and extensive genomic instability. To address this, a dataset of whole genomes and transcriptomes was generated from purified epithelium of primary and metastatic tumors. Transcriptome analysis demonstrated that molecular subtypes are a product of a gene expression continuum driven by a mixture of intratumoral subpopulations, which was confirmed by single-cell analysis. Integrated whole-genome analysis uncovered that molecular subtypes are linked to specific copy number aberrations in genes such as mutant KRAS and GATA6. By mapping tumor genetic histories, tetraploidization emerged as a key mutational process behind these events. Taken together, these data support the premise that the constellation of genomic aberrations in the tumor gives rise to the molecular subtype, and that disease heterogeneity is due to ongoing genomic instability during progression.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/mortality , Cohort Studies , Female , GATA6 Transcription Factor/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genomic Instability , Humans , Male , Middle Aged , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/mortality , Phenotype , Proto-Oncogene Proteins p21(ras)/genetics , Smad4 Protein/genetics
18.
Brain Imaging Behav ; 13(1): 15-26, 2019 Feb.
Article in English | MEDLINE | ID: mdl-28466438

ABSTRACT

Some women report cognitive impairment after adjuvant chemotherapy (CTh) for breast cancer. Here we explore cognitive function, and underlying mechanisms with blood tests and functional magnetic resonance imaging (fMRI). Women treated for early breast cancer were recruited to three groups based on self-reported cognitive symptoms (CS) using FACT-Cog scores. CTh + CS+ (n = 44) had received chemotherapy and self-reported cognitive symptoms; CTh + CS- (n = 52) had chemotherapy but did not report cognitive problems; CTh- (n = 30) had not received chemotherapy. Clinical and computer-based neuropsychological tests were performed. Blood tests included 10 cytokines, sex hormones, coagulation factors, and apolipoprotein-E genotype. fMRI (n = 101) was performed while subjects performed an n-back memory task. Participants had median age 50 (range: 29-60) years and were a median of 17 months post-diagnosis. On clinical neuropsychological tests 19% had cognitive impairment using Global Deficit Score, and 36% using International Cancer and Cognition Task Force criteria with no significant differences in cognitive impairment rates between groups. CTh + CS+ had significantly more fatigue, anxiety/depression and poorer quality-of-life than other groups. There was no association between FACT-Cog and neuropsychological scores. There were significant differences in frontal and parietal regions on fMRI scans: CTh- showed hyperactivation compared to chemotherapy-treated groups, CTh + CS+ had more frontal activation than CTh + CS-. Elevated IL-1, IL-2 were associated weakly and IL-8 more strongly with neuropsychological impairment (rho > 0.20). There were no differences in global cognitive impairment between groups. Cognitive symptoms were associated with fatigue and anxiety/depression, but not with objective cognitive impairment. fMRI scans differed among the three groups.


Subject(s)
Breast Neoplasms/psychology , Breast Neoplasms/therapy , Cognitive Dysfunction/etiology , Adult , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Biomarkers/blood , Brain/diagnostic imaging , Brain/physiopathology , Breast Neoplasms/blood , Breast Neoplasms/diagnostic imaging , Cancer Survivors/psychology , Cognitive Dysfunction/blood , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/physiopathology , Cohort Studies , Diagnostic Self Evaluation , Female , Humans , Magnetic Resonance Imaging , Memory, Short-Term/physiology , Middle Aged , Neuropsychological Tests
19.
Cancer Cell ; 35(2): 267-282.e7, 2019 02 11.
Article in English | MEDLINE | ID: mdl-30686769

ABSTRACT

We integrated clinical, genomic, and transcriptomic data from 224 primaries and 95 metastases from 289 patients to characterize progression of pancreatic ductal adenocarcinoma (PDAC). Driver gene alterations and mutational and expression-based signatures were preserved, with truncations, inversions, and translocations most conserved. Cell cycle progression (CCP) increased with sequential inactivation of tumor suppressors, yet remained higher in metastases, perhaps driven by cell cycle regulatory gene variants. Half of the cases were hypoxic by expression markers, overlapping with molecular subtypes. Paired tumor heterogeneity showed cancer cell migration by Halstedian progression. Multiple PDACs arising synchronously and metachronously in the same pancreas were actually intra-parenchymal metastases, not independent primary tumors. Established clinical co-variates dominated survival analyses, although CCP and hypoxia may inform clinical practice.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Pancreatic Ductal/genetics , Cell Cycle/genetics , Cell Movement/genetics , Cell Proliferation/genetics , Gene Expression Regulation, Neoplastic , Liver Neoplasms/genetics , Mutation , Pancreatic Neoplasms/genetics , Transcription, Genetic , Animals , Biomarkers, Tumor/metabolism , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/secondary , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Genetic Predisposition to Disease , Humans , Israel , Liver Neoplasms/metabolism , Liver Neoplasms/secondary , Mice , Neoplasm Invasiveness , North America , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Phenotype , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptome , Tumor Hypoxia
20.
Future Sci OA ; 4(1): FSO253, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29255625

ABSTRACT

AIM: Zoledronate is approved for use every 3 weeks in men with bone metastases from castrate-resistant prostate cancer (CRPC) but the basis for such frequency is unclear. METHODS: In men with bone metastasis from CRPC we measured the markers of bone turnover - urine and serum telopeptides before the first injection of zoledronate and at four 3-weekly intervals thereafter. Men received further zoledronate treatment after 12 weeks, or earlier if the telopeptides did not meet predefined adequate suppression. The primary end point was the proportion of evaluable subjects with suppressed telopeptides at 12 weeks. Exploratory analyses evaluated predictors of bone turnover suppression and quality-of-life. RESULTS: 31 patients were enrolled. Median age was 70 (range: 53-86) years. 65%, (95% CI: 46-81%) had suppressed telopeptides at 12 weeks. Prior skeletal-related events, chemotherapy, bone surgery and higher baseline levels of telopeptides were associated with shorter duration of telopeptides. CONCLUSION: 12-weekly zoledronate suppresses bone turnover in the majority of men with bone metastasis from CRPC.

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