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1.
Ther Adv Med Oncol ; 16: 17588359241255174, 2024.
Article En | MEDLINE | ID: mdl-38882441

Poly(ADP-ribose) polymerase (PARP) inhibitors (PARPis) have transformed the treatment of ovarian cancer, particularly benefiting patients whose tumors harbor genomic events that result in impaired homologous recombination (HR) repair. The use of PARPi over recent years has expanded to include subpopulations of patients with breast, pancreatic, and prostate cancers. Their potential to benefit patients with non-ovarian gynecologic cancers is being recognized. This review examines the underlying biological rationale for exploring PARPi in non-ovarian gynecologic cancers. We consider the clinical data and place this in the context of the current treatment landscape. We review the development of PARPi strategies for treating patients with endometrial, cervical, uterine leiomyosarcoma, and vulvar cancers. Furthermore, we discuss future directions and the importance of understanding HR deficiency in the context of each cancer type.


PARP inhibitors in non-ovarian gynecologic cancers Poly(ADP-ribose) polymerase (PARP) inhibitors (PARPi) have transformed the way ovarian cancer is treated, especially for patients whose tumors have specific genetic issues affecting their ability to repair DNA. Over time, PARPi are being used for certain groups of patients with breast, pancreatic, and prostate cancers. More recently, their potential to help people with other types of gynecologic cancers than ovarian have been studied. In this review, we explore the reasons behind looking into PARPi for these non-ovarian gynecologic cancers. We analyze the clinical data and compare it to the current treatment options available, focusing on endometrial, cervical, uterine leiomyosarcoma, and vulvar cancers. Additionally, we discuss about future directions and stress the importance of understanding the specific DNA repair context for each type of cancer. Especially, we discuss the tests that aims to define who may benefit from the drug, with focus on the homologous recombination deficiency.

2.
Nat Med ; 2024 May 24.
Article En | MEDLINE | ID: mdl-38789645

Predicting distant recurrence of endometrial cancer (EC) is crucial for personalized adjuvant treatment. The current gold standard of combined pathological and molecular profiling is costly, hampering implementation. Here we developed HECTOR (histopathology-based endometrial cancer tailored outcome risk), a multimodal deep learning prognostic model using hematoxylin and eosin-stained, whole-slide images and tumor stage as input, on 2,072 patients from eight EC cohorts including the PORTEC-1/-2/-3 randomized trials. HECTOR demonstrated C-indices in internal (n = 353) and two external (n = 160 and n = 151) test sets of 0.789, 0.828 and 0.815, respectively, outperforming the current gold standard, and identified patients with markedly different outcomes (10-year distant recurrence-free probabilities of 97.0%, 77.7% and 58.1% for HECTOR low-, intermediate- and high-risk groups, respectively, by Kaplan-Meier analysis). HECTOR also predicted adjuvant chemotherapy benefit better than current methods. Morphological and genomic feature extraction identified correlates of HECTOR risk groups, some with therapeutic potential. HECTOR improves on the current gold standard and may help delivery of personalized treatment in EC.

3.
Curr Oncol ; 31(5): 2610-2619, 2024 05 03.
Article En | MEDLINE | ID: mdl-38785477

Small-cell neuroendocrine carcinoma of the cervix (SCNECC) is a rare cancer with poor prognosis, with limited data to guide its treatment. The objective of this study was to evaluate practice patterns in the management of SCNECC. A 23-question online survey on management of SCNECC was disseminated to Canadian gynecologic oncologists (GO), radiation oncologists (RO) and medical oncologists (MO). In total, 34 practitioners from eight provinces responded, including 17 GO, 13 RO and four MO. During staging and diagnosis, 74% of respondents used a trimodality imaging approach, and 85% tested for neuroendocrine markers. In early-stage (1A1-1B2) SCNECC, 87% of practitioners used a surgical-based approach with various adjuvant and neoadjuvant treatments. In locally advanced (1B3-IVA) SCNECC, 53% favored primary chemoradiation, with cisplatin and etoposide, with the remainder using surgical or radiation-based approaches. In metastatic and recurrent SCNECC, the most common first-line regimen was etoposide and platinum, and 63% of practitioners considered clinical trials in the first line setting or beyond. This survey highlights diverse practice patterns in the treatment of SCNECC. Interdisciplinary input is crucial to individualizing multimodality treatment, and there is a need for prospective trials and intergroup collaboration to define the optimal approach towards managing this rare cancer type.


Carcinoma, Small Cell , Practice Patterns, Physicians' , Uterine Cervical Neoplasms , Humans , Female , Canada , Uterine Cervical Neoplasms/therapy , Uterine Cervical Neoplasms/pathology , Carcinoma, Small Cell/therapy , Practice Patterns, Physicians'/statistics & numerical data , Surveys and Questionnaires
4.
Gynecol Oncol ; 184: 51-56, 2024 May.
Article En | MEDLINE | ID: mdl-38281412

OBJECTIVES: The addition of bevacizumab to chemotherapy for platinum-resistant (PL-R) ovarian cancer (OC) improved progression-free (PFS) but not overall survival (OS) in clinical trials. We explored real-world outcomes in Ontario, Canada, and compared survival in the pre- and post-bevacizumab era. METHODS: Administrative databases were utilized to identify all patients treated with bevacizumab for PL-R OC. Time on treatment (ToT) was used as surrogate for PFS. Median OS was determined using the Kaplan-Meier method. Factors associated with ToT/OS were identified using a Cox proportional hazard model. A before and after comparative effectiveness analysis was performed to determine mOS for patients treated pre- and post-bevacizumab approval. RESULTS: From 2017 to 2019, 176 patients received bevacizumab. Median ToT was 3 months and OS was 11 months. Sixty-four percent received liposomal doxorubicin and 34% received paclitaxel. ToT (6 vs 3 months; HR 0.44; p < 0.0001) and OS (14 vs 9 months; HR 0.45; p = 0.0089) were longer with bevacizumab/paclitaxel. OS was not significantly different pre- and post-bevacizumab funding (8 vs 9 months; HR 1.01; 0.937). Median OS increased for those receiving paclitaxel (6 vs 11 months), but those in the post group were younger, more likely to have undergone primary surgery and had less co-morbidities. CONCLUSION: Real-world outcomes with bevacizumab in PL-R OC are inferior to those in the pivotal clinical trial. Survival has not significantly improved since funding became publicly available, indicating a substantial efficacy-effectiveness gap between trial and real-world outcomes. Median OS and ToT were significantly better when bevacizumab was given with paclitaxel.


Antineoplastic Combined Chemotherapy Protocols , Bevacizumab , Drug Resistance, Neoplasm , Ovarian Neoplasms , Paclitaxel , Humans , Bevacizumab/administration & dosage , Female , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Middle Aged , Aged , Paclitaxel/administration & dosage , Progression-Free Survival , Ontario/epidemiology , Adult , Doxorubicin/administration & dosage , Doxorubicin/therapeutic use , Doxorubicin/analogs & derivatives , Retrospective Studies , Carcinoma, Ovarian Epithelial/drug therapy , Carcinoma, Ovarian Epithelial/mortality , Aged, 80 and over , Polyethylene Glycols
5.
J Clin Oncol ; 42(4): 431-440, 2024 Feb 01.
Article En | MEDLINE | ID: mdl-37972346

PURPOSE: Most cervical cancers are caused by human papilloma virus (HPV), and HPV circulating tumor DNA (ctDNA) may identify patients at highest risk of relapse. Our pilot study using digital polymerase chain reaction (dPCR) showed that detectable HPV ctDNA at the end of chemoradiation (CRT) is associated with inferior progression-free survival (PFS) and that a next-generation sequencing approach (HPV-seq) may outperform dPCR. We aimed to prospectively validate HPV ctDNA as a tool for early detection of residual disease. METHODS: This prospective, multicenter validation study accrued patients with stage IB-IVA cervical cancer treated with CRT between 2017 and 2022. Participants underwent phlebotomy at baseline, end of CRT, 4-6 weeks post-CRT, and 3 months post-CRT for HPV ctDNA levels. Plasma HPV genotype-specific DNA levels were quantified using both dPCR and HPV-seq. The primary end point was 2-year PFS. RESULTS: With a median follow-up of 2.2 (range, 0.5-5.5) years, there were 24 PFS events among the 70 patients with HPV+ cervical cancer. Patients with detectable HPV ctDNA on dPCR at the end of CRT, 4-6 weeks post-CRT, and 3 months post-CRT had significantly worse 2-year PFS compared with those with undetectable HPV ctDNA (77% v 51%, P = .03; 82% v 15%, P < .001; and 82% v 24%, P < .001, respectively); the median lead time to recurrence was 5.9 months. HPV-seq showed similar results as dPCR. On multivariable analyses, detectable HPV ctDNA on dPCR and HPV-seq remained independently associated with inferior PFS. CONCLUSION: Persistent HPV ctDNA after CRT is independently associated with inferior PFS. HPV ctDNA testing can identify, as early as at the end of CRT, patients at high risk of recurrence for future treatment intensification trials.


Circulating Tumor DNA , Papillomavirus Infections , Uterine Cervical Neoplasms , Female , Humans , Circulating Tumor DNA/genetics , Uterine Cervical Neoplasms/therapy , Human Papillomavirus Viruses , Prospective Studies , Papillomavirus Infections/complications , Papillomavirus Infections/diagnosis , Pilot Projects , Neoplasm Recurrence, Local/pathology , Biomarkers, Tumor/genetics
6.
Cancer ; 130(8): 1234-1245, 2024 Apr 15.
Article En | MEDLINE | ID: mdl-38127487

PURPOSE: This paper reports the efficacy of the poly (ADP-ribose) polymerase inhibitor olaparib alone and in combination with the antiangiogenesis agent cediranib compared with cediranib alone in patients with advanced endometrial cancer. METHODS: This was open-label, randomized, phase 2 trial (NCT03660826). Eligible patients had recurrent endometrial cancer, received at least one (<3) prior lines of chemotherapy, and were Eastern Cooperative Oncology Group performance status 0 to 2. Patients were randomly assigned (1:1:1), stratified by histology (serous vs. other) to receive cediranib alone (reference arm), olaparib, or olaparib and cediranib for 28-day cycles until progression or unacceptable toxicity. The primary end point was progression-free survival in the intention-to-treat population. Homologous repair deficiency was explored using the BROCA-GO sequencing panel. RESULTS: A total of 120 patients were enrolled and all were included in the intention-to-treat analysis. Median age was 66 (range, 41-86) years and 47 (39.2%) had serous histology. Median progression-free survival for cediranib was 3.8 months compared with 2.0 months for olaparib (hazard ratio, 1.45 [95% CI, 0.91-2.3] p = .935) and 5.5 months for olaparib/cediranib (hazard ratio, 0.7 [95% CI, 0.43-1.14] p = .064). Four patients receiving the combination had a durable response lasting more than 20 months. The most common grade 3/4 toxicities were hypertension in the cediranib (36%) and olaparib/cediranib (33%) arms, fatigue (20.5% olaparib/cediranib), and diarrhea (17.9% cediranib). The BROCA-GO panel results were not associated with response. CONCLUSION: The combination of cediranib and olaparib demonstrated modest clinical efficacy; however, the primary end point of the study was not met. The combination was safe without unexpected toxicity.


Antineoplastic Agents , Endometrial Neoplasms , Indoles , Ovarian Neoplasms , Piperazines , Quinazolines , Humans , Female , Aged , Ovarian Neoplasms/pathology , Neoplasm Recurrence, Local/drug therapy , Antineoplastic Agents/therapeutic use , Phthalazines/adverse effects , Poly(ADP-ribose) Polymerase Inhibitors/adverse effects , Endometrial Neoplasms/drug therapy , Antineoplastic Combined Chemotherapy Protocols/adverse effects
7.
J Pharm Pharm Sci ; 26: 12078, 2023.
Article En | MEDLINE | ID: mdl-38152647

There is an increasing demand for real-world data pertaining to the usage of cancer treatments, especially in settings where no standard treatment is specifically recommended. This study presents the first real-world analysis of third-line treatment patterns in HER2-positive metastatic breast cancer (mBC) patients in Canada. The purpose was to assess evolution of clinical practice and identify unmet needs in post-second-line therapy. Retrospective data from medical records of 66 patients who received third-line treatment before 31st October 2018, and data from 56 patients who received third-line treatment after this date, extracted from the Personalize My Treatment (PMT) cancer patient registry, were analyzed. In the first cohort, the study revealed heterogeneity in the third-line setting, with trastuzumab, lapatinib, and T-DM1 being the main treatment options. Even though data were collected before the wide availability of tucatinib, neratinib and trastuzumab deruxtecan in Canada, the PMT cohort revealed the emergence of new therapeutic combinations and a shift from lapatinib usage to T-DM1 choice was observed. These findings underscore the evolving nature of third-line treatment strategies in Canada, a facet that is intrinsically tied to the availability of new drugs. The absence of a consensus on post-second-line treatment highlights the pressing need for more efficient therapeutic alternatives beyond the currently available options. This study not only offers valuable insights into the present landscape of third-line treatment in Canada but validates the significance and effectiveness of the PMT registry as a tool for generating pan-Canadian real-world evidence in oncology and its capacity to provide information on evolution of therapeutic practices.


Breast Neoplasms , Humans , Female , Breast Neoplasms/drug therapy , Lapatinib/therapeutic use , Retrospective Studies , Receptor, ErbB-2/analysis , Receptor, ErbB-2/therapeutic use , Canada , Ado-Trastuzumab Emtansine/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use
8.
Int J Gynecol Cancer ; 33(8): 1208-1214, 2023 08 07.
Article En | MEDLINE | ID: mdl-37380217

OBJECTIVE: Wee1 kinase is a crucial regulator of the G2/M checkpoint which prevents entry of damaged DNA into mitosis. Adavosertib (AZD1775), a selective inhibitor of Wee1, induces G2 escape and increases cytotoxicity when combined with DNA damaging agents. We aimed to evaluate the safety and efficacy of adavosertib in combination with definitive pelvic radiotherapy and concurrent cisplatin in patients with gynecological cancers. METHODS: A multi-institutional, open-label phase I trial was designed to assess dose escalation (3+3 design) of adavosertib in combination with standard chemoradiation. Eligible patients with locally advanced cervical, endometrial or vaginal tumors were treated with a 5-week course of pelvic external beam radiation 45-50 Gy in 1.8-2 Gy daily fractions plus concurrent weekly cisplatin 40 mg/m2 and adavosertib 100 mg/m2 on days 1, 3 and 5 of each week during chemoradiation. The primary endpoint was to determine the recommended phase II dose of adavosertib. Secondary endpoints included toxicity profile and preliminary efficacy. RESULTS: Ten patients were enrolled (nine locally advanced cervical and one endometrial cancer). Two patients experienced a dose-limiting toxicity at dose level 1 (adavosertib 100 mg by mouth daily on days 1, 3 and 5), including one patient with grade 4 thrombocytopenia, and one with treatment hold >1 week due to grade 1 creatinine elevation and grade 1 thrombocytopenia. At dose level -1 (adavosertib 100 mg by mouth daily on days 3 and 5), one out of five patients enrolled had a dose-limiting toxicity in the form of persistent grade 3 diarrhea. The overall response rate at 4 months was 71.4%, including four complete responses. At 2 years follow-up, 86% of patients were alive and progression-free. CONCLUSION: The recommended phase II dose could not be determined due to clinical toxicity and early trial closure. Preliminary efficacy appears promising, yet selecting the adequate dose/schedule in combination chemoradiation warrants further investigation to limit overlapping toxicities.


Antineoplastic Agents , Thrombocytopenia , Uterine Cervical Neoplasms , Female , Humans , Cisplatin/therapeutic use , Antineoplastic Agents/therapeutic use , Protein Kinase Inhibitors , Uterine Cervical Neoplasms/drug therapy , Uterine Cervical Neoplasms/pathology , Thrombocytopenia/chemically induced , Thrombocytopenia/drug therapy , Antineoplastic Combined Chemotherapy Protocols/adverse effects
9.
J Cancer Policy ; 36: 100421, 2023 06.
Article En | MEDLINE | ID: mdl-37030536

BACKGROUND: In the pivotal ICON7 study, addition of bevacizumab to front-line treatment of ovarian cancer (OC) significantly improved overall survival (OS) (p = 0.03) in a high-risk subgroup of patients with suboptimally debulked/unresectable stage III or IV disease, leading to approval in Ontario, Canada in March 2016. Here we describe utilization of bevacizumab for front-line, high-risk OC and determine outcomes in routine clinical practice. METHODS: Provincial administrative databases were utilized to identify all patients treated with front-line bevacizumab following its approval. Median OS (mOS) was determined using the Kaplan-Meier method. Factors associated with OS were identified using a Cox proportional hazard model. A comparative effectiveness analysis was performed to determine mOS pre- (2006-2016) and post- (2016-2019) approval. RESULTS: From March 2016 to October 2019, 282 patients received bevacizumab. Mean age was 64 years old, and 58% had stage IV disease. Median survival was 29 months and was longer in stage III (37 months) compared to stage IV disease (28 months). In a comparative effectiveness analysis of patients with stage IV serous OC, post-approval uptake of bevacizumab was low (23%). Median OS was similar pre (26 months) and post (27 months) approval (HR 0.92, 0.75-1.12, p = 0.383). CONCLUSIONS: Survival in real-world patients treated with front-line bevacizumab is shorter than in pivotal clinical trials. Survival in stage IV serous patients has not significantly improved post public reimbursement of bevacizumab. This analysis was limited by poor uptake, however mOS was similar in patients who did and did not receive bevacizumab.


Ovarian Neoplasms , Humans , Female , Middle Aged , Bevacizumab/therapeutic use , Ovarian Neoplasms/drug therapy , Carcinoma, Ovarian Epithelial/chemically induced , Ontario/epidemiology , Time Factors
10.
J Clin Oncol ; 41(16): 2904-2910, 2023 06 01.
Article En | MEDLINE | ID: mdl-37058687

Clinical trials frequently include multiple end points that mature at different times. The initial report, typically based on the primary end point, may be published when key planned co-primary or secondary analyses are not yet available. Clinical Trial Updates provide an opportunity to disseminate additional results from studies, published in JCO or elsewhere, for which the primary end point has already been reported.We report the final prespecified analysis for overall survival (OS), along with updated progression-free survival (PFS) and objective response rate (ORR), and safety from the open-label, randomized, phase III Study 309/KEYNOTE-775. In total, 827 patients with advanced, recurrent, or metastatic endometrial cancer (EC) were randomly assigned to receive lenvatinib 20 mg orally once daily plus pembrolizumab 200 mg intravenously once every 3 weeks (n = 411) or chemotherapy of the treating physician's choice (doxorubicin 60 mg/m2 intravenously once every 3 weeks or paclitaxel 80 mg/m2 intravenously once weekly [3 weeks on; 1 week off] [n = 416]). Efficacy was reported for patients with mismatch repair proficient (pMMR) tumors and all-comers, and by subgroups (histology, prior therapy, MMR status). Updated safety was also reported.Lenvatinib plus pembrolizumab showed benefits in OS (pMMR HR, 0.70; 95% CI, 0.58 to 0.83; all-comer HR, 0.65; 95% CI, 0.55 to 0.77), PFS (pMMR HR, 0.60; 95% CI, 0.50 to 0.72; all-comer HR, 0.56; 95% CI, 0.48 to 0.66), and ORR (pMMR patients, 32.4% v 15.1%; all-comers, 33.8% v 14.7%) versus chemotherapy. OS, PFS, and ORR favored lenvatinib plus pembrolizumab in all subgroups of interest. No new safety signals were observed. Lenvatinib plus pembrolizumab continued to show improved efficacy versus chemotherapy and manageable safety in patients with previously treated advanced EC.


Antibodies, Monoclonal, Humanized , Endometrial Neoplasms , Female , Humans , Antibodies, Monoclonal, Humanized/therapeutic use , Endometrial Neoplasms/drug therapy , Phenylurea Compounds/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects
11.
Nat Commun ; 14(1): 1452, 2023 03 15.
Article En | MEDLINE | ID: mdl-36922497

This multi-centre, non-randomized, open-label, phase II trial (NCT03016338), assessed niraparib monotherapy (cohort 1, C1), or niraparib and dostarlimab (cohort 2, C2) in patients with recurrent serous or endometrioid endometrial carcinoma. The primary endpoint was clinical benefit rate (CBR), with ≥5/22 overall considered of interest. Secondary outcomes were safety, objective response rate (ORR), duration of response, progression free survival and overall survival. Translational research was an exploratory outcome. Potential biomarkers were evaluated in archival tissue by immunohistochemistry and next generation sequencing panel. In C1, 25 patients were enrolled, and CBR was 20% (95% CI: 9-39) with median clinical benefit duration of 5.3 months. The ORR was 4% (95% CI: 0-20). In C2, 22 patients were enrolled, and the CBR was 31.8% (95% CI: 16-53) with median clinical benefit duration of 6.8 months. The ORR was 14% (95% CI: 3-35). No new safety signals were detected. No significant association was detected between clinical benefit and IHC markers (PTEN, p53, MMR, PD-L1), or molecular profiling (PTEN, TP53, homologous recombination repair genes). In conclusion, niraparib monotherapy did not meet the efficacy threshold. Niraparib in combination with dostarlimab showed modest activity.


Endometrial Neoplasms , Neoplasm Recurrence, Local , Female , Humans , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/genetics , Endometrial Neoplasms/drug therapy , Endometrial Neoplasms/genetics , Endometrial Neoplasms/pathology , Biomarkers
12.
Br J Cancer ; 128(7): 1360-1368, 2023 03.
Article En | MEDLINE | ID: mdl-36690721

BACKGROUND: Risk-assessment of endometrial cancer (EC) is based on clinicopathological factors and molecular subgroup. It is unclear whether adding hormone receptor expression, L1CAM expression or CTNNB1 status yields prognostic refinement. METHODS: Paraffin-embedded tumour samples of women with high-risk EC (HR-EC) from the PORTEC-3 trial (n = 424), and a Dutch prospective clinical cohort called MST (n = 256), were used. All cases were molecularly classified. Expression of L1CAM, ER and PR were analysed by whole-slide immunohistochemistry and CTNNB1 mutations were assessed with a next-generation sequencing. Kaplan-Meier method, log-rank tests and Cox's proportional hazard models were used for survival analysis. RESULTS: In total, 648 HR-EC were included. No independent prognostic value of ER, PR, L1CAM, and CTNNB1 was found, while age, stage, and adjuvant chemotherapy had an independent impact on risk of recurrence. Subgroup-analysis showed that only in NSMP HR-EC, ER-positivity was independently associated with a reduced risk of recurrence (HR 0.33, 95%CI 0.15-0.75). CONCLUSIONS: We confirmed the prognostic impact of the molecular classification, age, stage, and adjuvant CTRT in a large cohort of high-risk EC. ER-positivity is a strong favourable prognostic factor in NSMP HR-EC and identifies a homogeneous subgroup of NSMP tumours. Assessment of ER status in high-risk NSMP EC is feasible in clinical practice and could improve risk stratification and treatment.


Endometrial Neoplasms , Neural Cell Adhesion Molecule L1 , Female , Humans , Prognosis , Receptors, Estrogen , Immunohistochemistry , Neural Cell Adhesion Molecule L1/metabolism , Prospective Studies , Endometrial Neoplasms/pathology , Biomarkers, Tumor/genetics , Biomarkers, Tumor/analysis
13.
Lancet Digit Health ; 5(2): e71-e82, 2023 02.
Article En | MEDLINE | ID: mdl-36496303

BACKGROUND: Endometrial cancer can be molecularly classified into POLEmut, mismatch repair deficient (MMRd), p53 abnormal (p53abn), and no specific molecular profile (NSMP) subgroups. We aimed to develop an interpretable deep learning pipeline for whole-slide-image-based prediction of the four molecular classes in endometrial cancer (im4MEC), to identify morpho-molecular correlates, and to refine prognostication. METHODS: This combined analysis included diagnostic haematoxylin and eosin-stained slides and molecular and clinicopathological data from 2028 patients with intermediate-to-high-risk endometrial cancer from the PORTEC-1 (n=466), PORTEC-2 (n=375), and PORTEC-3 (n=393) randomised trials and the TransPORTEC pilot study (n=110), the Medisch Spectrum Twente cohort (n=242), a case series of patients with POLEmut endometrial cancer in the Leiden Endometrial Cancer Repository (n=47), and The Cancer Genome Atlas-Uterine Corpus Endometrial Carcinoma cohort (n=395). PORTEC-3 was held out as an independent test set and a four-fold cross validation was performed. Performance was measured with the macro and class-wise area under the receiver operating characteristic curve (AUROC). Whole-slide images were segmented into tiles of 360 µm resized to 224 × 224 pixels. im4MEC was trained to learn tile-level morphological features with self-supervised learning and to molecularly classify whole-slide images with an attention mechanism. The top 20 tiles with the highest attention scores were reviewed to identify morpho-molecular correlates. Predictions of a nuclear classification deep learning model serve to derive interpretable morphological features. We analysed 5-year recurrence-free survival and explored prognostic refinement by molecular class using the Kaplan-Meier method. FINDINGS: im4MEC attained macro-average AUROCs of 0·874 (95% CI 0·856-0·893) on four-fold cross-validation and 0·876 on the independent test set. The class-wise AUROCs were 0·849 for POLEmut (n=51), 0·844 for MMRd (n=134), 0·883 for NSMP (n=120), and 0·928 for p53abn (n=88). POLEmut and MMRd tiles had a high density of lymphocytes, p53abn tiles had strong nuclear atypia, and the morphology of POLEmut and MMRd endometrial cancer overlapped. im4MEC highlighted a low tumour-to-stroma ratio as a potentially novel characteristic feature of the NSMP class. 5-year recurrence-free survival was significantly different between im4MEC predicted molecular classes in PORTEC-3 (log-rank p<0·0001). The ten patients with aggressive p53abn endometrial cancer that was predicted as MMRd showed inflammatory morphology and appeared to have a better prognosis than patients with correctly predicted p53abn endometrial cancer (p=0·30). The four patients with NSMP endometrial cancer that was predicted as p53abn showed higher nuclear atypia and appeared to have a worse prognosis than patients with correctly predicted NSMP (p=0·13). Patients with MMRd endometrial cancer predicted as POLEmut had an excellent prognosis, as do those with true POLEmut endometrial cancer. INTERPRETATION: We present the first interpretable deep learning model, im4MEC, for haematoxylin and eosin-based prediction of molecular endometrial cancer classification. im4MEC robustly identified morpho-molecular correlates and could enable further prognostic refinement of patients with endometrial cancer. FUNDING: The Hanarth Foundation, the Promedica Foundation, and the Swiss Federal Institutes of Technology.


Deep Learning , Endometrial Neoplasms , Female , Humans , Eosine Yellowish-(YS) , Hematoxylin , Pilot Projects , Endometrial Neoplasms/diagnosis , Endometrial Neoplasms/genetics , Endometrial Neoplasms/pathology
14.
JAMA Oncol ; 8(6): 1-9, 2022 06 01.
Article En | MEDLINE | ID: mdl-35420695

Importance: Adjuvant radiation plays an important role in reducing locoregional recurrence in patients with uterine cancer. Although hypofractionated radiotherapy may benefit health care systems and the global community while decreasing treatment burden for patients traveling for daily radiotherapy, it has not been studied prospectively nor in randomized trials for treatment of uterine cancers, and the associated toxic effects and patient quality of life are unknown. Objective: To evaluate acute genitourinary and bowel toxic effects and patient-reported outcomes following stereotactic hypofractionated adjuvant radiation to the pelvis for treatment of uterine cancer. Design, Setting, and Participants: The Stereotactic Pelvic Adjuvant Radiation Therapy in Cancers of the Uterus (SPARTACUS) phase 1/2 nonrandomized controlled trial of patients accrued between May 2019 and August 2021 was conducted as a multicenter trial at 2 cancer centers in Ontario, Canada. In total, 61 patients with uterine cancer stages I through III after surgery entered the study. Interventions: Stereotactic adjuvant pelvic radiation to a dose of 30 Gy in 5 fractions administered every other day or once weekly. Main Outcomes and Measures: Assessments of toxic effects and patient-reported quality of life (European Organisation for Research and Treatment of Cancer Quality of Life Questionnaires C30 and endometrial EN24) were collected at baseline, fractions 3 and 5, and at 6 weeks and 3 months of follow-up. Descriptive analysis was conducted, calculating means, SDs, medians, IQRs, and ranges for continuous variables and proportions for categorical variables. Univariate generalized linear mixed models were generated for repeated measurements on the quality-of-life scales. Results: A total of 61 patients were enrolled (median age, 66 years; range, 51-88 years). Tumor histologic results included 39 endometrioid adenocarcinoma, 15 serous or clear cell, 3 carcinosarcoma, and 4 dedifferentiated. Sixteen patients received sequential chemotherapy, and 9 received additional vault brachytherapy. Median follow-up was 9 months (IQR, 3-15 months). Of 61 patients, worst acute gastrointestinal tract toxic effects of grade 1 were observed in 33 patients (54%) and of grade 2 in 8 patients (13%). For genitourinary worst toxic effects, grade 1 was observed in 25 patients (41%) and grade 2 in 2 patients (3%). One patient (1.6%) had an acute grade 3 gastrointestinal tract toxic effect of diarrhea at fraction 5 that resolved at follow-up. Only patient-reported diarrhea scores were both clinically (scores ≥10) and statistically significantly worse at fraction 5 (mean [SD] score, 35.76 [26.34]) compared with baseline (mean [SD] score, 6.56 [13.36]; P < .001), but this symptom improved at follow-up. Conclusions and Relevance: Results of this phase 1/2 nonrandomized controlled trial suggest that stereotactic hypofractionated radiation was well tolerated at short-term follow-up for treatment of uterine cancer. Longer follow-up and future randomized studies are needed to further evaluate this treatment. Trial Registration: ClinicalTrials.gov Identifier: NCT04866394.


Quality of Life , Uterine Neoplasms , Aged , Diarrhea/etiology , Female , Humans , Neoplasm Recurrence, Local , Ontario , Pelvis , Radiotherapy, Adjuvant/adverse effects , Uterine Neoplasms/radiotherapy , Uterine Neoplasms/surgery , Uterus
15.
Nat Commun ; 13(1): 1373, 2022 03 16.
Article En | MEDLINE | ID: mdl-35296668

B-cells play a key role in cancer suppression, particularly when aggregated in tertiary lymphoid structures (TLS). Here, we investigate the role of B-cells and TLS in endometrial cancer (EC). Single cell RNA-sequencing of B-cells shows presence of naïve B-cells, cycling/germinal center B-cells and antibody-secreting cells. Differential gene expression analysis shows association of TLS with L1CAM overexpression. Immunohistochemistry and co-immunofluorescence show L1CAM expression in mature TLS, independent of L1CAM expression in the tumor. Using L1CAM as a marker, 378 of the 411 molecularly classified ECs from the PORTEC-3 biobank are evaluated, TLS are found in 19%. L1CAM expressing TLS are most common in mismatch-repair deficient (29/127, 23%) and polymerase-epsilon mutant EC (24/47, 51%). Multivariable Cox regression analysis shows strong favorable prognostic impact of TLS, independent of clinicopathological and molecular factors. Our data suggests a pivotal role of TLS in outcome of EC patients, and establishes L1CAM as a simple biomarker.


Endometrial Neoplasms , Neural Cell Adhesion Molecule L1 , Tertiary Lymphoid Structures , Endometrial Neoplasms/pathology , Female , Germinal Center/metabolism , Humans , Immunohistochemistry , Tertiary Lymphoid Structures/genetics
16.
Environ Geochem Health ; 44(3): 1033-1048, 2022 Mar.
Article En | MEDLINE | ID: mdl-34155558

The use of wood, dung and other biomass fuels can be traced back to early prehistory. While the study of prehistoric fuel use and its environmental impacts is well established, there has been little investigation of the health impacts this would have had, particularly in the Neolithic period, when people went from living in relatively small groups, to living in dense settlements. The UNESCO World Heritage Site of Çatalhöyük, Turkey, is one of the earliest large 'pre-urban' settlements in the world. In 2017, a series of experiments were conducted to measure fine particulate (PM2.5) concentrations during typical fuel burning activities, using wood and dung fuel. The results indicate that emissions from both fuels surpassed the WHO and EU standard limits for indoor air quality, with dung fuel being the highest contributor for PM2.5 pollution inside the house, producing maximum values > 150,000 µg m-3. Maximum levels from wood burning were 36,000 µg m-3. Average values over a 2-3 h period were 13-60,000 µg m-3 for dung and 10-45,000 µg m-3 for wood. The structure of the house, lack of ventilation and design of the oven and hearth influenced the air quality inside the house. These observations have implications for understanding the relationship between health and the built environment in the past.


Air Pollutants , Air Pollution, Indoor , Air Pollution , Air Pollutants/analysis , Air Pollution/analysis , Air Pollution, Indoor/analysis , Cooking , Environmental Monitoring , Humans , Particulate Matter/analysis , Turkey , Wood/chemistry
17.
Nat Rev Dis Primers ; 7(1): 88, 2021 12 09.
Article En | MEDLINE | ID: mdl-34887451

Although endometrial cancer management remains challenging, a deeper understanding of the genetic diversity as well as the drivers of the various pathogenic states of this disease has led to development of divergent management approaches in an effort to improve therapeutic precision in this complex malignancy. This comprehensive review provides an update on the epidemiology, pathophysiology, diagnosis and molecular classification, recent advancements in disease management, as well as important patient quality-of-life considerations and emerging developments in the rapidly evolving therapeutic landscape of endometrial cancers.


Endometrial Neoplasms , Endometrial Neoplasms/diagnosis , Endometrial Neoplasms/epidemiology , Endometrial Neoplasms/genetics , Female , Humans
18.
Nat Commun ; 12(1): 4475, 2021 07 22.
Article En | MEDLINE | ID: mdl-34294719

High Arctic ecosystems and Indigenous livelihoods are tightly linked and exposed to climate change, yet assessing their sensitivity requires a long-term perspective. Here, we assess the vulnerability of the North Water polynya, a unique seaice ecosystem that sustains the world's northernmost Inuit communities and several keystone Arctic species. We reconstruct mid-to-late Holocene changes in sea ice, marine primary production, and little auk colony dynamics through multi-proxy analysis of marine and lake sediment cores. Our results suggest a productive ecosystem by 4400-4200 cal yrs b2k coincident with the arrival of the first humans in Greenland. Climate forcing during the late Holocene, leading to periods of polynya instability and marine productivity decline, is strikingly coeval with the human abandonment of Greenland from c. 2200-1200 cal yrs b2k. Our long-term perspective highlights the future decline of the North Water ecosystem, due to climate warming and changing sea-ice conditions, as an important climate change risk.

20.
Int J Gynecol Cancer ; 31(5): 727-732, 2021 05.
Article En | MEDLINE | ID: mdl-33509803

OBJECTIVES: Malignant bowel obstruction in patients with gynecologic malignancies can impose a large symptomatic burden. The objectives of this study were to identify factors associated with shorter length of hospital stay and overall survival in gynecologic oncology patients with malignant bowel obstructions. METHODS: A retrospective chart review was performed from December 2014 to March 2019 on patients admitted to a tertiary care center with a malignant bowel obstruction and advanced gynecologic malignancy. Data collection included patient and tumor characteristics, malignant bowel obstruction management (such as conservative management with bowel rest, nasogastric tube, pharmacotherapy or active intervention with surgery, chemotherapy, radiation, total parenteral nutrition or interventional stents), length of hospital stay, and survival outcomes. Statistical analysis included comparisons with Student's t-test and χ2 test, multivariable analysis, and survival analysis. RESULTS: A total of 107 patients with gynecologic cancer with malignant bowel obstruction were included. The majority of patients (63%, n=67) had ovarian cancer. The median length of hospital stay was 12 days (range 1-23), with a median overall survival after malignant bowel obstruction diagnosis of 7 months (range 0.1-64.1). Patients with active interventions had a longer length of stay compared with those with conservative management (13 vs 6 days, p<0.001). However, patients who received multiple active interventions had increased overall survival (9.1 vs 2.9 months, p=0.049). CONCLUSION: Patients who received multimodal treatment for malignant bowel obstruction had an increased length of stay and improvement in survival of over 6 months. This emphasizes the importance of a multidisciplinary approach to actively manage malignant bowel obstruction in advanced gynecologic cancer.


Genital Neoplasms, Female/surgery , Intestinal Obstruction/therapy , Length of Stay/statistics & numerical data , Adult , Aged , Aged, 80 and over , Conservative Treatment/statistics & numerical data , Female , Genital Neoplasms, Female/epidemiology , Humans , Intestinal Obstruction/etiology , Intestinal Obstruction/mortality , Middle Aged , Retrospective Studies
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