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Liang WF, Li H, Wu JY, Liu CH, Wu MF, Li J. Identification of Ovarian Cancer Patients Most Likely to Achieve Chemotherapy Response Score 3 Following Neoadjuvant Chemotherapy: Development of a Predictive Nomogram. Front Oncol 2020; 10:560888. [PMID: 33123471 PMCID: PMC7571668 DOI: 10.3389/fonc.2020.560888] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 08/31/2020] [Indexed: 12/27/2022] Open
Abstract
Background: The chemotherapy response score (CRS) system is a reproducible prognostic tool for patients receiving neoadjuvant chemotherapy (NACT) for tubo-ovarian high-grade serous carcinoma (HGSC). Achieving CRS 3 following NACT can be used as a surrogate for progression-free survival (PFS) and overall survival (OS). This study aimed to identify predictors of CRS 3 and develop a predictive nomogram. Methods: Data were extracted from 106 HGSC patients receiving NACT. Logistic regression was used to identify independent predictors for CRS 3. A nomogram was established based on the multivariate regression model. Results: All patients received three cycles of NACT, and CRS 3 was observed in 24 (22.6%) patients. Compared with patients in the CRS 1–2 group, patients in the CRS 3 groups had significantly improved PFS (log-rank test P < 0.0001). The multivariate regression analysis identified post-NACT CA125, percent decrease in CA125, post-NACT human epididymis protein 4 (HE4), and post-NACT hemoglobin level as independent predictors of CRS 3. The Hosmer-Lemeshow test showed goodness-of-fit of this regression model (P = 0.272). The nomogram including these factors presented good discrimination (area under the curve = 0.82), good calibration (mean absolute error = 0.039), and a net benefit within the threshold probabilities of CRS 3 > 5%. Conclusions: We validated the prognostic role of the CRS system and developed a nomogram that predicts the possibility of CRS 3 following NACT. The nomogram helps to identify patients who would benefit the most from NACT. More studies are warranted to validate this model.
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Affiliation(s)
- Wei-Feng Liang
- Department of Gynecology and Obstetrics, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China.,Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hui Li
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jie-Ying Wu
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chang-Hao Liu
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Miao-Fang Wu
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jing Li
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
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Franza L, Costantini B, Corrado G, Spanu T, Covino M, Ojetti V, Quagliozzi L, Biscione A, Taccari F, Fagotti A, Scambia G, Tamburrini E. Risk factors for bloodstream infections in gynecological cancer. Int J Gynecol Cancer 2020; 30:245-251. [PMID: 31915135 DOI: 10.1136/ijgc-2019-000861] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 10/29/2019] [Accepted: 10/31/2019] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Infections are a threat to frail patients as they have a higher risk of developing serious complications from bloodstream pathogens. The aim of this study was to determine which factors can predict or diagnose bloodstream infections in patients with an underlying gynecologic malignancy. MATERIALS AND METHODS Between July 2016 and December 2017, 68 patients visiting the emergency room with an underlying gynecologic malignancy were evaluated. Variables concerning underlying disease, invasive procedures, and laboratory and clinical parameters were analyzed. Patients were divided into three groups based on their blood and urine specimens (positive blood specimens, positive urine specimens, and no positive specimens; patients who had both positive blood and urine specimens were included in the group of positive blood specimens). Risk factors for surgical site infections, recent (<30 days) surgery, and chemotherapy were studied separately. RESULTS 68 patients were included in the analysis. Mean age was 55.6 years (standard deviation 14.1). 44% of patients had ovarian cancer, 35% cervical cancer, 12% endometrial cancer, and 9% had other cancer types. In total, 96% of all patients had undergone surgery. Patients who had been treated with chemotherapy were at a higher risk of developing bloodstream infection (P=0.04; odds ratio (OR)=7.9). C reactive protein, bilirubin, and oxygen saturation (SO2) were significantly different between patients with an underlying infection and those who had none. Only C reactive protein maintained its significance in a linear model, with a cut-off of 180 mg/L (linear regression, P=0.03; OR=4). CONCLUSIONS Chemotherapy is a risk factor for the development of bloodstream infections in patients with an underlying gynecologic malignancy; C reactive protein could be a useful tool in making this diagnosis.
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Affiliation(s)
- Laura Franza
- Emergency Medicine, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
- Department of Infectious Diseases, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Barbara Costantini
- Department for Women's and Children's Health and Public Health, Gynecologic Oncology Unit, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Giacomo Corrado
- Department for Women's and Children's Health and Public Health, Gynecologic Oncology Unit, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Teresa Spanu
- Institute of Microbiology, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Marcello Covino
- Emergency Medicine, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Veronica Ojetti
- Emergency Medicine, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Lorena Quagliozzi
- Department for Women's and Children's Health and Public Health, Gynecologic Oncology Unit, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Antonella Biscione
- Department for Women's and Children's Health and Public Health, Gynecologic Oncology Unit, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Francesco Taccari
- Department of Infectious Diseases, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
| | - Anna Fagotti
- Dipartimento Scienze della Salute della Donna e del Bambino, Fondazione Policlinico Universitario A Gemelli IRCCS, Roma, Italy
| | - Giovanni Scambia
- Dipartimento Scienze della Salute della Donna e del Bambino, Fondazione Policlinico Universitario A Gemelli IRCCS, Roma, Italy
| | - Enrica Tamburrini
- Department of Infectious Diseases, Policlinico Universitario Agostino Gemelli, Roma, Lazio, Italy
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