Artificial intelligence-based image analysis can predict outcome in high-grade serous carcinoma via histology alone.

High-grade extrauterine serous carcinoma (HGSC) is an aggressive tumor with high rates of recurrence, frequent chemotherapy resistance, and overall 5-year survival of less than 50%. Beyond determining and confirming the diagnosis itself, pathologist review of histologic slides provides no prognostic or predictive information, which is in sharp contrast to almost all other carcinoma types. Deep-learning based image analysis has recently been able to predict outcome and/or identify morphology-based representations of underlying molecular alterations in other tumor types, such as colorectal carcinoma, lung carcinoma, breast carcinoma, and melanoma. Using a carefully stratified HGSC patient cohort consisting of women (n = 30) with similar presentations who experienced very different treatment responses (platinum free intervals of either ≤ 6 months or ≥ 18 months), we used whole slide images (WSI, n = 205) to train a convolutional neural network. The neural network was trained, in three steps, to identify morphologic regions (digital biomarkers) that are highly associating with one or the other treatment response group. We tested the classifier using a separate 22 slide test set, and 18/22 slides were correctly classified. We show that a neural network based approach can discriminate extremes in patient response to primary platinum-based chemotherapy with high sensitivity (73%) and specificity (91%). These proof-of-concept results are novel, because for the first time, prospective prognostic information is identified specifically within HGSC tumor morphology.

[Management of epithelial ovarian cancer. Short text drafted from the French joint recommendations of FRANCOGYN, CNGOF, SFOG, GINECO-ARCAGY and endorsed by INCa]. / Texte court rédigé à partir de la recommandation nationale de bonnes pratiques cliniques « Conduites à tenir initiales devant des patientes atteintes d'un cancer épithélial de l'ovaire ¼ élaborée par FRANCOGYN, CNGOF, SFOG, GINECO-ARCAGY et labélisée par l'INCa ¼.

Faced to an undetermined ovarian mass on ultrasound, an MRI is recommended and the ROMA score (combining CA125 and HE4) can be proposed (grade A). In case of suspected early stage ovarian or fallopian tube cancer, omentectomy (at least infracolonic), appendectomy, multiple peritoneal biopsies, peritoneal cytology (grade C) and pelvic and para-aortic lymphadenectomy are recommended (grade B) for all histological types, except for the expansive mucinous subtype where lymphadenectomy may be omitted (grade C). Minimally invasive surgery is recommended for early stage ovarian cancer, if there is no risk of tumor rupture (grade B). Adjuvant chemotherapy with carboplatin and paclitaxel is recommended for all high-grade ovarian or Fallopian tube cancers, stage FIGO I-IIA (grade A). In case of ovarian, Fallopian tube or primitive peritoneal cancer of FIGO III-IV stages, thoraco-abdomino-pelvic CT scan with injection (grade B) is recommended. Laparoscopic exploration for multiple biopsies (grade A) and to evaluate carcinomatosis score (at least using the Fagotti score) (grade C) are recommended to estimate the possibility of a complete surgery (i.e. no macroscopic residue). Complete medial laparotomy surgery is recommended for advanced cancers (grade B). It is recommended in advanced cancers to perform para-aortic and pelvic lymphadenectomy in case of clinical or radiological suspicion of metastatic lymph node (grade B). In the absence of clinical or radiological lymphadenopathy and in case of complete peritoneal surgery during an initial surgery for advanced cancer, it is possible not to perform a lymphadenectomy because it does not modify the medical treatment and the overall survival (grade B). Primary surgery is recommended when no tumor residue is possible (grade B). After a complete first surgery, it is recommended to deliver 6 cycles of intravenous (grade A) or to propose intraperitoneal (grade B) chemotherapy, to be discussed with patient, according to the benefit/risk ratio. After a complete interval surgery for a FIGO III stage, the hyperthermic intra peritoneal chemotherapy (HIPEC) can be proposed in the same conditions of the OV-HIPEC trial (grade B). In case of tumor residue after surgery or FIGO stage IV, chemotherapy associated with bevacizumab is recommended (grade A).

[Part II drafted from the short text of the French guidelines entitled "Initial management of patients with epithelial ovarian cancer" developed by FRANCOGYN, CNGOF, SFOG, GINECO-ARCAGY and endorsed by INCa. (Systemic and intraperitoneal treatment, elderly, fertility preservation, follow-up)]. / Partie 2 rédigée à partir de la synthèse de la recommandation nationale de bonnes pratiques cliniques intitulée « Conduites à tenir initiales devant des patientes atteintes d'un cancer épithélial de l'ovaire ¼ élaborée par FRANCOGYN, CNGOF, SFOG, GINECO-ARCAGY et labélisée par l'INCa. (Traitement systémique et intrapéritonéal, personnes âgées, préservation de la fertilité et suivi).

Adjuvant chemotherapy with carboplatin and paclitaxel is recommended for all high-grade ovarian or Fallopian tube cancers, stage FIGO I-IIA (grade A). After a complete first surgery, it is recommended to deliver 6 cycles of intravenous (grade A) or to propose intraperitoneal (grade B) chemotherapy, to be discussed with patient, according to the benefit/risk ratio. After a complete interval surgery for a FIGO III stage, the hyperthermic intra peritoneal chemotherapy (HIPEC) can be proposed in the same conditions of the OV-HIPEC trial (grade B). In case of tumor residue after surgery or FIGO stage IV, chemotherapy associated with bevacizumab is recommended (grade A). For BRCA mutated patient, Olaparib is recommended (grade B).

Population-based study of survival for women with serous cancer of the ovary, fallopian tube, peritoneum or undesignated origin - on behalf of the Swedish gynecological cancer group (SweGCG).

OBJECTIVE: The aim of the study was to determine survival outcome in patients with serous cancer in the ovary, fallopian tube, peritoneum and of undesignated origin. METHODS: Nation-wide population-based study of women≥18years with histologically verified non-uterine serous cancer, included in the Swedish Quality Registry for primary cancer of the ovary, fallopian tube and peritoneum diagnosed 2009-2013. Relative survival (RS) was estimated using the Ederer II method. Simple and multivariable analyses were estimated by Poisson regression models. RESULTS: Of 5627 women identified, 1246 (22%) had borderline tumors and 4381 had malignant tumors. In total, 2359 women had serous cancer; 71% originated in the ovary (OC), 9% in the fallopian tube (FTC), 9% in the peritoneum (PPC) and 11% at an undesignated primary site (UPS). Estimated RS at 5-years was 37%; for FTC 54%, 40% for OC, 34% for PPC and 13% for UPS. In multivariable regression analyses restricted to women who had undergone primary or interval debulking surgery for OC, FTC and PPC, site of origin was not independently associated with survival. Significant associations with worse survival were found for advanced stages (RR 2.63, P<0.001), moderate (RR 1.90, P<0.047) and poor differentiation (RR 2.20, P<0.009), neoadjuvant chemotherapy (RR1.33, P<0.022), residual tumor (RR 2.65, P<0.001) and platinum single (2.34, P<0.001) compared to platinum combination chemotherapy. CONCLUSION: Survival was poorer for serous cancer at UPS than for ovarian, fallopian tube and peritoneal cancer. Serous cancer at UPS needs to be addressed when reporting and comparing survival rates of ovarian cancer.

Cytoreductive surgery and perioperative intraperitoneal chemotherapy for gynecological malignancies: a single center experience.

INTRODUCTION: The objective of this study was to assess the outcome of cytoreductive surgery (CRS) plus hyperthermic intraperitoneal chemotherapy (HIPEC) plus early postoperative intraperitoneal chemotherapy (EPIC) in patients with advanced gynecological malignancies. MATERIALS AND METHODS: A retrospective series of 51 patients with advanced gynecologic cancer, evaluated between May 2008 to February 2014. Peritoneal Cancer Index (PCI) and Completeness of Cytoreduction (CCR) score were used in the study group. The study group consisted of the cancers of ovarian, fallopian tube, endometrial, and uterine sarcomas. RESULTS: Mean PCI score of the study group was 18, and the postoperative complications were similar with the literature. Patients were followed in a period of 15 days to 64 months and the mean survival time was 22.8 months. Fifty-two percent of the patients were alive without evidence of the disease and overall one-year survival was found 56%. CONCLUSIONS: The authors concluded that CRS, HIPEC, EPIC, and peritonectomy are a crucial options in patients with advanced gynecological cancers.

Patterns of First Recurrence in African American Patients with High Grade Epithelial Ovarian Carcinoma.

BACKGROUND/AIMS: The aim of this study is to compare the distribution of anatomic sites of first recurrence in African American (AA) patients with ovarian carcinoma compared to Caucasians. METHODS: Patients diagnosed with high-grade epithelial ovarian, fallopian tube or peritoneal carcinoma from 2007 to 2013 were identified. Patterns of recurrence were compared for AA and Caucasian patients. Progression-free survival (PFS) and overall survival (OS) were compared. RESULTS: A total of 238 patients were included - 210 Caucasians and 28 AAs. At a follow-up time of 28 months, AAs were more likely to have multiple anatomic sites of recurrence rather than a single site when compared to Caucasians (63.6 vs. 35.5%, p = 0.01). Time to first recurrence was shorter for AA patients (12 vs. 18 months, p < 0.01). PFS and OS did not differ. AA patients with multiple sites of first recurrence had a significantly shorter OS than Caucasian patients with multiple sites of first recurrence (24 vs. 30 months, p = 0.022). CONCLUSION: Patterns of first recurrence differ between AAs and Caucasians. AAs have shorter times to first recurrence and are more likely to have multiple anatomic sites involved. AA patients with multiple sites of recurrence have a shorter OS than Caucasian patients with multiple sites.

Carcinosarcoma of the fallopian tube with disappearance of carcinoma cells by neoadjuvant chemotherapy: case study.

The authors report a case of carcinosarcoma (CS) of the fimbria of the fallopian tube in which carcinoma cells disappeared with neoadjuvant chemotherapy (NAC). A 74-year-old woman visited the present hospital with a large pelvic mass and pleural effusion. A magnetic resonance image of the tumor was highly suggestive of ovarian carcinoma. Due to the presence of both serous.adenocarcinoma cells in pleural effusion and pulmonary thrombosis, the patient was given NAC consisting of carboplatin plus paclitaxel (TC) and anticoagulant therapy with warfarin potassium. With six courses of NAC, the pleural effusion and pulmonary thrombosis disappeared, and the tumor decreased 36.2% in greatest diameter. Maximum debulking surgery was then performed. The tumor was found to be located in the fimbria of the right fallopian tube. Hysterectomy and bilateral salpingo-oophorectomy were performed, and histologic examination revealed chondrosarcoma with the presence of necrotic epithelial cells. The necrotic areas were interspersed with papillary structures, and immunohistochemical study showed positivity for CK7 and negativity for CK20, p53, and estrogen receptor (ER), indicating serous adenocarcinoma. Thus, heterologous CS with disappearance of viable carcinoma cells by NAC was diagnosed. The patient was given adjuvant chemotherapy consisting of three courses of TC, and there has been no evidence of disease for 20 months. The authors' experience in this case of gynecologic CS indicates that a serous adenocarcinomatous component of tubal CS can be well cured by TC-based NAC.

Clinical characteristics and outcomes of patients with stage I epithelial ovarian cancer compared with fallopian tube cancer.

OBJECTIVE: The purpose of this study was to compare clinical characteristics and survival between patients with stage I epithelial ovarian cancer and fallopian tube cancer. STUDY DESIGN: We identified women with stage I epithelial ovarian cancer and fallopian tube cancer who underwent treatment from 2000-2010. Correlation between categoric variables was assessed with χ2 test. The Kaplan-Meier survival analysis was used to generate overall survival data. Factors predictive of outcome were compared with the use of the log-rank test and Cox proportional hazards model. RESULTS: The study group consisted of 385 women with epithelial ovarian cancer and 43 women with fallopian tube cancer. Patients with fallopian tube cancer had a higher rate of stage IA disease (65% vs 48%; P=.02) and grade 3 tumors (60.4% vs 30.9%; P<.001). Patients with fallopian tube cancer had a significantly higher rate of breast cancer (25.6% vs 5.7%; P<.001) and BRCA 1 mutations (45.8% vs 9.1%; P<.001). There was no difference in the rates of platinum-based and paclitaxel chemotherapy between the groups. Women with fallopian tube cancer were more likely to have received ≥6 cycles of chemotherapy (58.1% vs 44.1%; P=.02). The 5-year disease-free survival rates were 100% in women with fallopian tube cancer and 93% in patients with epithelial ovarian cancer (P=.04). The 5-year overall survival rates were 100% and 95% for fallopian tube cancer and epithelial ovarian cancer, respectively (P=.7). CONCLUSION: We found a higher rate of stage IA, grade 3, and serous carcinoma in fallopian tube cancer. Women with fallopian tube cancer had a higher rate of breast cancer. There was no difference in overall survival between the groups.

Dietary folate and related micronutrients, folate-metabolising genes, and ovarian cancer survival.

OBJECTIVE: Folate is essential for DNA synthesis and methylation and is implicated in tumour progression. Few studies have examined its role in ovarian cancer survival. Our objective was to determine relationships between intake of folate, related one-carbon nutrients, single nucleotide polymorphisms (SNPs) in folate-metabolising genes and survival following ovarian cancer diagnosis. METHODS: This analysis included 1270 women with invasive epithelial ovarian cancer diagnosed in 2002-2006. Pre-diagnostic and some post-diagnostic lifestyle, dietary, and sociodemographic information was collected via self-administered questionnaires. DNA samples were genotyped for SNPs in methylenetetrahydrofolate reductase (MTHFR), methionine synthase (MTR) and methionine synthase reductase (MTRR) genes. Adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using Cox regression. RESULTS: Multivariate analyses did not identify associations between higher pre-diagnostic intake of folate, folic acid, vitamins B2, B6, and B12, methionine, betaine or choline and survival overall. In stratified analyses, higher folic acid and folate intake was associated with significantly worse survival among women with mucinous tumours (HRs per 100 µg 1.30 and 1.43, respectively) and smokers (HRs per 100 µg 1.23 and 1.16 respectively). There was also a suggestion that higher supplemental folic acid use post-diagnosis was associated with worse survival (HR per 100 µg 1.03, 95%CI 1.00-1.05). MTHFR SNP rs2066470 was significantly associated with survival (per allele HR 0.81, 95%CI 0.67-0.98). CONCLUSIONS: Our data provide little evidence that folate intake affects ovarian cancer survival. However, combined effects with smoking, and findings within the mucinous subtype and for post-diagnosis folic acid, warrant further investigation.

Surgical outcomes and national comprehensive cancer network compliance in advanced ovarian cancer surgery in a low volume military treatment facility.

OBJECTIVE: To evaluate the optimal cytoreduction (OPT) rate, National Comprehensive Cancer Network (NCCN) treatment guideline compliance rate and patient outcomes for advanced stage epithelial ovarian cancer (EOC) patients at our low volume institution. METHODS: Following IRB approval, records of patients with Stage III-IV EOC, primary peritoneal, or fallopian tube carcinoma completing both primary surgery and adjuvant chemotherapy were reviewed. Patient demographics, clinicopathologic variables, cytoreduction status (optimal or suboptimal), NCCN treatment guideline compliance, and survival were reviewed. Standard statistical tests including the t-test, Chi-square or Fisher's exact test and Kaplan-Meier Survival curves were utilized. RESULTS: Overall, 48 patients met all inclusion criteria. 35(73%) and 13 (27%) achieved optimal and suboptimal cytoreduction, respectively. Median overall survival (OS) for all patients was 37.1 months (95% CI 23.2 - 51.1 months) and NCCN treatment guideline compliance was 85.4%. Compared to sub-optimally cytoreduced patients the optimally cytoreduced patients were significantly older (62.2 vs. 53.5 yrs; p=0.015); no other significant clinicopathologic differences were observed between the two groups. 19 of 48 (39.6%) patients enrolled in an upfront cooperative group trial. Median OS was 43.4 months for optimally compared to 15.6 months in sub-optimally cytoreduced patients (p=0.012). CONCLUSIONS: NCCN treatment guideline compliance, OPT, and median OS rates in our low volume institution are similar to those reported nationally, and argue against using volume alone as a rationale for centralization of care.

Fallopian tube malignant mixed müllerian tumor (carcinosarcoma): a case report with immunohistochemical profiling.

We report a case of malignant mixed müllerian tumor (MMMT) (carcinosarcoma) of the right fallopian tube in a 69-year-old woman presenting with abdominal pain and an adnexal mass. The patient underwent total abdominal hysterectomy, bilateral salpingo-oophorectomy, omentectomy, received adjuvant chemotherapy and is without evidence of disease 12 months postoperatively. The tumor involved the fallopian tube and was composed of in situ and invasive high-grade serous and undifferentiated carcinoma, leiomyosarcoma, rhabdomyosarcoma and undifferentiated sarcoma. Immunohistochemically, the epithelial and mesenchymal cells expressed CD56, Leu-7 and p53. The epithelial elements expressed nuclear WT1 and calretinin while the mesenchymal cells showed negative nuclear and strong cytoplasmic staining. HBME was observed focally in carcinoma. The expression of mesothelial-associated antigens WT1, calretinin and HBME in MMMT likely reflects the common embryologic derivation of the mesothelium and urogenital ridge. Loss of nuclear WT1 expression in the mesenchymal component may be involved in MMMT tumorigenesis.

Paclitaxel- and platinum-based postoperative chemotherapy for primary fallopian tube carcinoma: a single institution experience.

BACKGROUND: Primary fallopian tube carcinoma (PFTC) is a rare gynecologic malignancy with very few data existing on the activity of the combination of paclitaxel with a platinum analogue as adjuvant chemotherapy. METHODS: We retrospectively analyzed 41 consecutive patients with PFTC who were treated postoperatively with paclitaxel- and platinum-containing chemotherapy regimens. RESULTS: We observed 12 (63.2%) complete and 6 (31.6%) partial responses among 19 patients with measurable disease. The median time to disease progression (TTP) for all patients was 68 months. The median overall survival (OS) for all patients has not been reached yet. The median TTP was 84 months for patients with stage I/II disease and 34 months for patients with advanced disease (p = 0.017). Median OS has not been reached yet for patients with stage I/II PFTC, while it was 63.8 months for patients with stage III/IV disease (p = 0.002). Furthermore, OS has not been reached yet for patients with optimally debulked tumors, while it was 34.1 months for patients with residual disease >2 cm (p < 0.0001). CONCLUSION: Adjuvant platinum- and paclitaxel-based chemotherapy should be regarded as the standard treatment in patients with PFTC. Early stage disease and optimal debulking are associated with improved TTP and OS.

Phase I study of 90Y-labeled B72.3 intraperitoneal administration in patients with ovarian cancer: effect of dose and EDTA coadministration on pharmacokinetics and toxicity.

The tumor-associated glycoprotein 72 (TAG-72) antigen is present on a high percentage of tumor types including ovarian carcinomas. Antibody B72.3 is a murine monoclonal recognizing the surface domain of the TAG-72 antigen and has been widely used in human clinical trials. After our initial encouraging studies (M. G. Rosenblum et al., J. Natl. Cancer Inst., 83: 1629-1636, 1991) of tissue disposition, metabolism, and pharmacokinetics in 9 patients with ovarian cancer, we designed an escalating dose, multi-arm Phase I study of 90Y-labeled B72.3 i.p. administration. In the first arm of the study, patients (3 pts/dose level) received an i.p. infusion of either 2 or 10 mg of B72.3 labeled with either 1, 10, 15, or 25 mCi of 90Y. Pharmacokinetic studies demonstrated that concentrations of 90Y-labeled B72.3 persist in peritoneal fluid with half-lives >24 h after i.p. administration. In addition, 90Y-labeled B72.3 was absorbed rapidly into the plasma with peak levels achieved within 48 h, and levels declined slowly thereafter. Cumulative urinary excretion of the 90Y label was 10-20% of the administered dose which suggests significant whole-body retention of the radiolabel. Biopsy specimens of bone and marrow obtained at 72 h after administration demonstrated significant content of the label in bone (0.015% of the dose/g) with relatively little in marrow (0.005% of the dose/g). The maximal tolerated dose was determined to be 10 mCi because of hematological toxicity and platelet suppression. This typically occurred on the 29th day after administration and was thought to be a consequence of the irradiation of the marrow from the bony deposition of the radiolabel. In an effort to suppress the bone uptake of 90Y, patients were treated with a continuous i.v. infusion of EDTA (25 mg/kg/12 h x 6) infused immediately before i.p. administration of the radiolabeled antibody. Patients (3 pts/dose level) were treated with doses of 10, 15, 20, 25, 30, 35, 40, or 45 mCi of 90Y-labeled B72.3 for a total of 38 patients. EDTA administration resulted in significant myeloprotection, which allowed escalation to the maximal tolerated dose of 40 mCi. Dose-limiting toxicity was thrombocytopenia and neutropenia. Studies of plasma and peritoneal fluid pharmacokinetics demonstrate no changes compared with patients without EDTA pretreatment. Cumulative urinary excretion of the radiolabel was not increased in patients pretreated with EDTA compared with the untreated group. However, analysis of biopsy specimens of bone and marrow demonstrated that bone and marrow content of the 90Y label was 15-fold lower (<0.001% injected dose/g) than a companion group without EDTA. Four responses were noted in patients who received 15-30 mCi of 90Y-labeled B72.3 with response durations of 1-12 months. These results demonstrate the myeloprotective ability of EDTA, which allows safe i.p. administration of higher doses of 90Y-labeled B72.3 and, therefore, clearly warrant an expanded Phase II trial in patients with minimal residual disease after standard chemotherapy or for the palliation of refractory ascites.

Splenic metastasis of a fallopian tube adenocarcinoma.

Clinical, diagnostic and therapeutic characteristics of a case of a fallopian tube adenocarcinoma splenic metastasis are reported. This case illustrates the diagnostic difficulties of this situation. These difficulties are both related to the poorly specific symptomatology and the low specificity of the current imagery. Percutaneous biopsy aspiration guided by ultrasonography or CT-scan could be helpful. The treatment is surgery, eventually combined with adjuvant radiotherapy: it can allow a long survival time. Splenic metastasis should be systematically checked up in every tumoral context.

gamma-Linolenic acid supplementation can affect cancer cell proliferation via modification of fatty acid composition.

We examined the effect of gamma-linolenic acid (GLA) supplementation on the growth and fatty acid composition of three human tumor cell lines (the neuroblastoma CHP-212, the tubal carcinoma TG, and the colon carcinoma SW-620), in order to evaluate the relationship between GLA-induced tumor cell death and the distribution of fatty acids in tumor cells. At the highest GLA concentrations (10 and 20 micrograms/ml), the DNA synthesis was completely abolished; at 5 micrograms/ml GLA only SW-620 cells did not proliferate, while CHP-212 and TG cells showed a residual [3H]-thymidine incorporation. GLA levels were very low in cells grown in control medium; GLA supplementation caused a significant incorporation of GLA itself in all the cell lines at each concentration. In TG and CHP-212 cells, GLA was metabolized, although to a different extent, to dihomo-gamma linolenic acid and arachidonic acid. SW-620 cells neither elongated nor desaturated the incorporated GLA. The highest cytostatic effect was reached when GLA was not transformed into its metabolites, suggesting that the GLA toxicity to tumor cells is not dependent on metabolites but is due to GLA itself.