Boryeong Jeong, Minyoung Oh, Seung Soo Lee, Nayoung Kim, Jae Seung Kim, Woohyung Lee, Song Cheol Kim, Hyoung Jung Kim, Jin Hee Kim, Jae Ho Byun
{"title":"预测可切除胰腺导管腺癌前期手术后无复发生存率:基于 CA 19-9、CT 和 18F-FDG PET/CT 的术前风险评分。","authors":"Boryeong Jeong, Minyoung Oh, Seung Soo Lee, Nayoung Kim, Jae Seung Kim, Woohyung Lee, Song Cheol Kim, Hyoung Jung Kim, Jin Hee Kim, Jae Ho Byun","doi":"10.3348/kjr.2023.1235","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To develop and validate a preoperative risk score incorporating carbohydrate antigen (CA) 19-9, CT, and fluorine-18-fluorodeoxyglucose (<sup>18</sup>F-FDG) PET/CT variables to predict recurrence-free survival (RFS) after upfront surgery in patients with resectable pancreatic ductal adenocarcinoma (PDAC).</p><p><strong>Materials and methods: </strong>Patients with resectable PDAC who underwent upfront surgery between 2014 and 2017 (development set) or between 2018 and 2019 (test set) were retrospectively evaluated. In the development set, a risk-scoring system was developed using the multivariable Cox proportional hazards model, including variables associated with RFS. In the test set, the performance of the risk score was evaluated using the Harrell C-index and compared with that of the postoperative pathological tumor stage.</p><p><strong>Results: </strong>A total of 529 patients, including 335 (198 male; mean age ± standard deviation, 64 ± 9 years) and 194 (103 male; mean age, 66 ± 9 years) patients in the development and test sets, respectively, were evaluated. The risk score included five variables predicting RFS: tumor size (hazard ratio [HR], 1.29 per 1 cm increment; <i>P</i> < 0.001), maximal standardized uptake values of tumor ≥ 5.2 (HR, 1.29; <i>P</i> = 0.06), suspicious regional lymph nodes (HR, 1.43; <i>P</i> = 0.02), possible distant metastasis on <sup>18</sup>F-FDG PET/CT (HR, 2.32; <i>P</i> = 0.03), and CA 19-9 (HR, 1.02 per 100 U/mL increment; <i>P</i> = 0.002). In the test set, the risk score showed good performance in predicting RFS (C-index, 0.61), similar to that of the pathologic tumor stage (C-index, 0.64; <i>P</i> = 0.17).</p><p><strong>Conclusion: </strong>The proposed risk score based on preoperative CA 19-9, CT, and <sup>18</sup>F-FDG PET/CT variables may have clinical utility in selecting high-risk patients with resectable PDAC.</p>","PeriodicalId":17881,"journal":{"name":"Korean Journal of Radiology","volume":null,"pages":null},"PeriodicalIF":4.4000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11214925/pdf/","citationCount":"0","resultStr":"{\"title\":\"Predicting Recurrence-Free Survival After Upfront Surgery in Resectable Pancreatic Ductal Adenocarcinoma: A Preoperative Risk Score Based on CA 19-9, CT, and <sup>18</sup>F-FDG PET/CT.\",\"authors\":\"Boryeong Jeong, Minyoung Oh, Seung Soo Lee, Nayoung Kim, Jae Seung Kim, Woohyung Lee, Song Cheol Kim, Hyoung Jung Kim, Jin Hee Kim, Jae Ho Byun\",\"doi\":\"10.3348/kjr.2023.1235\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To develop and validate a preoperative risk score incorporating carbohydrate antigen (CA) 19-9, CT, and fluorine-18-fluorodeoxyglucose (<sup>18</sup>F-FDG) PET/CT variables to predict recurrence-free survival (RFS) after upfront surgery in patients with resectable pancreatic ductal adenocarcinoma (PDAC).</p><p><strong>Materials and methods: </strong>Patients with resectable PDAC who underwent upfront surgery between 2014 and 2017 (development set) or between 2018 and 2019 (test set) were retrospectively evaluated. In the development set, a risk-scoring system was developed using the multivariable Cox proportional hazards model, including variables associated with RFS. In the test set, the performance of the risk score was evaluated using the Harrell C-index and compared with that of the postoperative pathological tumor stage.</p><p><strong>Results: </strong>A total of 529 patients, including 335 (198 male; mean age ± standard deviation, 64 ± 9 years) and 194 (103 male; mean age, 66 ± 9 years) patients in the development and test sets, respectively, were evaluated. The risk score included five variables predicting RFS: tumor size (hazard ratio [HR], 1.29 per 1 cm increment; <i>P</i> < 0.001), maximal standardized uptake values of tumor ≥ 5.2 (HR, 1.29; <i>P</i> = 0.06), suspicious regional lymph nodes (HR, 1.43; <i>P</i> = 0.02), possible distant metastasis on <sup>18</sup>F-FDG PET/CT (HR, 2.32; <i>P</i> = 0.03), and CA 19-9 (HR, 1.02 per 100 U/mL increment; <i>P</i> = 0.002). In the test set, the risk score showed good performance in predicting RFS (C-index, 0.61), similar to that of the pathologic tumor stage (C-index, 0.64; <i>P</i> = 0.17).</p><p><strong>Conclusion: </strong>The proposed risk score based on preoperative CA 19-9, CT, and <sup>18</sup>F-FDG PET/CT variables may have clinical utility in selecting high-risk patients with resectable PDAC.</p>\",\"PeriodicalId\":17881,\"journal\":{\"name\":\"Korean Journal of Radiology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2024-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11214925/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Korean Journal of Radiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3348/kjr.2023.1235\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Korean Journal of Radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3348/kjr.2023.1235","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
Predicting Recurrence-Free Survival After Upfront Surgery in Resectable Pancreatic Ductal Adenocarcinoma: A Preoperative Risk Score Based on CA 19-9, CT, and 18F-FDG PET/CT.
Objective: To develop and validate a preoperative risk score incorporating carbohydrate antigen (CA) 19-9, CT, and fluorine-18-fluorodeoxyglucose (18F-FDG) PET/CT variables to predict recurrence-free survival (RFS) after upfront surgery in patients with resectable pancreatic ductal adenocarcinoma (PDAC).
Materials and methods: Patients with resectable PDAC who underwent upfront surgery between 2014 and 2017 (development set) or between 2018 and 2019 (test set) were retrospectively evaluated. In the development set, a risk-scoring system was developed using the multivariable Cox proportional hazards model, including variables associated with RFS. In the test set, the performance of the risk score was evaluated using the Harrell C-index and compared with that of the postoperative pathological tumor stage.
Results: A total of 529 patients, including 335 (198 male; mean age ± standard deviation, 64 ± 9 years) and 194 (103 male; mean age, 66 ± 9 years) patients in the development and test sets, respectively, were evaluated. The risk score included five variables predicting RFS: tumor size (hazard ratio [HR], 1.29 per 1 cm increment; P < 0.001), maximal standardized uptake values of tumor ≥ 5.2 (HR, 1.29; P = 0.06), suspicious regional lymph nodes (HR, 1.43; P = 0.02), possible distant metastasis on 18F-FDG PET/CT (HR, 2.32; P = 0.03), and CA 19-9 (HR, 1.02 per 100 U/mL increment; P = 0.002). In the test set, the risk score showed good performance in predicting RFS (C-index, 0.61), similar to that of the pathologic tumor stage (C-index, 0.64; P = 0.17).
Conclusion: The proposed risk score based on preoperative CA 19-9, CT, and 18F-FDG PET/CT variables may have clinical utility in selecting high-risk patients with resectable PDAC.
期刊介绍:
The inaugural issue of the Korean J Radiol came out in March 2000. Our journal aims to produce and propagate knowledge on radiologic imaging and related sciences.
A unique feature of the articles published in the Journal will be their reflection of global trends in radiology combined with an East-Asian perspective. Geographic differences in disease prevalence will be reflected in the contents of papers, and this will serve to enrich our body of knowledge.
World''s outstanding radiologists from many countries are serving as editorial board of our journal.