Objective: Determine the utility of a clinical calculator to predict the benefit of chemotherapy in stage IA uterine papillary serous cancer (UPSC).
Patients And Methods: Data were collected from NCDB from years 2010-2014. Based on demographic and surgical characteristics, a clinical score was developed using the random survival forest machine learning algorithm.
Results: Of 1,751 patients with stage IA UPSC, 1,012 (58%) received chemotherapy and 739 (42%) did not. Older age (HR 1.06), comorbidities (HR 1.31), larger tumor size (HR 1.27), lymphovascular invasion (HR 1.86), positive peritoneal cytology (HR 2.62), no pelvic lymph node dissection (HR 1.51), and no chemotherapy (HR 2.16) were associated with poorer prognosis. Compared to no chemotherapy, patients who underwent chemotherapy had a 5-year overall survival of 80% vs. 67%. To better delineate those who may derive more benefit from chemotherapy, we designed a clinical calculator capable of dividing patients into low, moderate, and high-risk groups with associated 5-year OS of 86%, 73%, and 53%, respectively. Using the calculator to assess the relative benefit of chemotherapy in each risk group, chemotherapy improved the 5-year OS in the high (42% to 64%; p < 0.001) and moderate risk group (66% to 79%; p < 0.001) but did not benefit the low risk group (84% to 87%; p = 0.29).
Conclusion: Our results suggest a clinical calculator is useful for counseling and personalizing chemotherapy for stage IA UPSC.
Download full-text PDF |
Source |
|---|---|
| http://dx.doi.org/10.1016/j.ygyno.2019.10.017 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
A collaborative interdisciplinary approach for trigger finger management.
J Hand Ther
January 2025
Venture Rehabilitation Sciences Group, Saskatoon, SK, Canada; School of Rehabilitation Science, University of Saskatchewan, Saskatoon, SK, Canada. Electronic address:
Background: Stenosing tenosynovitis, or trigger finger, is a common cause of hand disability. This study outlines a trigger finger management protocol that redirects referrals for surgical consultations to conservative management first.
Purpose: The primary outcome variable was the protocol endpoint based on the resolution of trigger finger symptoms (i.
Voice Quality as Digital Biomarker in Bipolar Disorder: A Systematic Review.
J Voice
January 2025
Department of Surgery, UMONS Research Institute for Health Sciences and Technology, University of Mons (UMons), Mons, Belgium; Division of Laryngology and Bronchoesophagology, Department of Otolaryngology Head Neck Surgery, EpiCURA Hospital, Baudour, Belgium; Department of Otolaryngology-Head and Neck Surgery, Foch Hospital, School of Medicine, UFR Simone Veil, Université Versailles Saint-Quentin-en-Yvelines (Paris Saclay University), Paris, France; Department of Otolaryngology, Elsan Hospital, Paris, France. Electronic address:
Background: Voice analysis has emerged as a potential biomarker for mood state detection and monitoring in bipolar disorder (BD). The systematic review aimed to summarize the evidence for voice analysis applications in BD, examining (1) the predictive validity of voice quality outcomes for mood state detection, and (2) the correlation between voice parameters and clinical symptom scales.
Methods: A PubMed, Scopus, and Cochrane Library search was carried out by two investigators for publications investigating voice quality in BD according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statements.
Validation of clearcalc for efficient patient specific QA.
Med Dosim
January 2025
Medical Technology, Health Information and Research Directorate, Ministry of Health, Jerusalem, Israel.
Uganda's only radiotherapy center is a very busy facility treating about 210 patients daily on three linear accelerators making it sometimes hard to have machine time for pretreatment QAs. This study was aimed at validating an independent calculation software, ClearCalc (ICS) for second checks of the treatment planning system (TPS) calculations. The validation of ICS started with simple phantom test plans consisting of square, irregular, open and wedged fields designed in the TPS and measured in phantoms.
View Article and Find Full Text PDFThe Clinical Utility of Incorporating Next-Generation Sequencing Results in the Management Algorithm of Pancreatic Cysts.
Gastrointest Endosc
January 2025
Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX. Electronic address:
Background & Aims: Pancreatic cysts often pose challenges in predicting malignant progression. Next-generation sequencing has become an appealing ancillary diagnostic test. The diagnostic performance is well characterized, but the impact on clinical management remains unclear.
View Article and Find Full Text PDFPlasma D-Dimer Changes and Clinical Value in Acute Lower Extremity Deep Venous Thrombosis Treated with Catheter-Directed Thrombolysis.
J Vasc Surg Venous Lymphat Disord
January 2025
Department of Vascular Surgery, Chenzhou First People's Hospital and the First Affiliated, Hospital of Xiangnan University, Chenzhou, Hunan Province 423000, China. Electronic address:
Objective: This study sought to investigate the changes in plasma D-dimer levels during catheter-directed thrombolysis (CDT) in patients with acute lower extremity deep venous thrombosis (DVT), analyze imaging results, and assess their clinical implications.
Methods: We retrospectively analyzed 62 patients diagnosed with acute lower extremity DVT who underwent CDT between March 2019 and December 2022. Plasma D-dimer levels were measured before CDT, at regular intervals after CDT, and at the end of CDT.
Want AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!