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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.

Lymphovascular space invasion (LVSI) occurs in a minority of endometrial cancer (EC) cases, and the extent of LVSI is an important risk factor for recurrence and/or metastases. Our aim was to improve the reproducibility of measuring clinically meaningful LVSI by performing a quantitative analysis of the correlation between LVSI and the risk of pelvic lymph node recurrence in EC. EC samples from PORTEC-1 and PORTEC-2 trials were retrieved and used to collect quantitative data, including the number of LVSI-positive vessels per H&E-stained slide. Using a predefined threshold for clinical relevance, the risk of pelvic lymph node recurrence risk was calculated (Kaplan-Meier method, with Cox regression) using a stepwise adjustment for the number of LVSI-positive vessels. This analysis was then repeated in the Danish Gynecological Cancer Database (DGCD) cohort. Among patients in PORTEC-1 and PORTEC-2 trials who did not receive external beam radiotherapy, the 5-yr pelvic lymph node recurrence risk was 3.3%, 6.7% (P=0.51), and 26.3% (P<0.001), respectively when 0, 1 to 3, or ≥4 vessels had LVSI involvement; similar results were obtained for the DGCD cohort. Furthermore, both the average number of tumor cells in the largest embolus and the number of LVSI-positive H&E slides differed significantly between focal LVSI and substantial LVSI. On the basis of these results, we propose a numeric threshold (≥4 LVSI-involved vessels in at least one H&E slide) for defining clinically relevant LVSI in EC, thereby adding supportive data to the semiquantitative approach. This will help guide gynecologic pathologists to differentiate between focal and substantial LVSI, especially in borderline cases.

Patients with advanced cervical carcinoma are treated routinely with radiotherapy and cisplatin‐containing chemotherapy. It has been shown that hyperthermia can improve the results of both radiotherapy and cisplatin. In the current study, the feasibility and efficacy of the combination of all three modalities was studied in previously untreated patients with cervical carcinoma.Patients with advanced cervical carcinoma were registered prospectively in the U.S., Norway, and the Netherlands. External‐beam radiotherapy and brachytherapy were administered for a biologically effective dose ≥ 86.7 gray. At least 4 courses of weekly cisplatin (40 mg/m2) and 4 sessions of weekly locoregional hyperthermia were added to radiotherapy.Sixty‐eight patients with a median age of 45 years were enrolled. Full‐dose radiotherapy was delivered to all patients according to plan. At least 4 courses of chemotherapy were received by 97% of patients, and at least 4 courses of hyperthermia treatment were received by 93% of patients. Toxicity was fully comparable to that described for chemoradiotherapy alone, and the median total treatment time was 45 days. Complete remission was achieved by 61 patients (90%). After a median follow‐up of 538 days, 74% of patients remained alive without signs of recurrence, and the overall survival rate was 84%.The combination of full‐dose radiotherapy, chemotherapy, and hyperthermia was feasible and effective in a multicenter international setting among patients with advanced cervical carcinoma. A Phase III study comparing this novel triplet with standard chemoradiation, designed to show at least a 15% improvement in overall survival, has been launched. Cancer 2005. © 2005 American Cancer Society.