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Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma
BACKGROUND: (18)F-fluorodeoxyglucose positron emission tomography-computerized tomography ((18)F-FDG PET-CT) has demonstrated high sensitivity in the diagnosis of autoimmune pancreatitis (AIP) and pancreatic ductal adenocarcinoma (PDAC), while also exhibiting the ability to distinguish AIP from PDAC...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498237/ https://www.ncbi.nlm.nih.gov/pubmed/37711769 http://dx.doi.org/10.21037/qims-23-88 |
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author | Wang, Guanyun Du, Lei Lu, Xia Chen, Shengxin Bi, Xiao Zhang, Mingyu Luan, Xiaohui Xu, Xiaodan Zhang, Zhuochao Xu, Baixuan Yang, Jigang |
author_facet | Wang, Guanyun Du, Lei Lu, Xia Chen, Shengxin Bi, Xiao Zhang, Mingyu Luan, Xiaohui Xu, Xiaodan Zhang, Zhuochao Xu, Baixuan Yang, Jigang |
author_sort | Wang, Guanyun |
collection | PubMed |
description | BACKGROUND: (18)F-fluorodeoxyglucose positron emission tomography-computerized tomography ((18)F-FDG PET-CT) has demonstrated high sensitivity in the diagnosis of autoimmune pancreatitis (AIP) and pancreatic ductal adenocarcinoma (PDAC), while also exhibiting the ability to distinguish AIP from PDAC lesions. The objective of this investigation was to assess the efficacy of multiparametric (18)F-FDG PET with serological examination for distinguishing focal AIP (f-AIP) from PDAC. METHODS: A total of 127 patients (43 with f-AIP and 84 with PDAC) who received (18)F-FDG PET-CT before treatment were retrospectively included in the cohort study conducted at two centers, Beijing Friendship Hospital and Chinese PLA General Hospital, from January 2015 to December 2021. The baseline characteristics and clinical data were collected. The metabolism parameters of (18)F-FDG PET, including maximum standardized uptake value (SUVmax), tumor-to-normal liver SUV ratio (SUVR), mean SUV (SUVmean), total lesion glycolysis (TLG), and metabolic tumor volume (MTV) were evaluated. The area under the receiver operating characteristic (ROC) curve was used to evaluate the differential diagnostic efficacy. The diagnostic efficacy improvement was assessed through the integrated discriminatory improvement (IDI), net reclassification improvement (NRI), and DeLong test. RESULTS: Serum immunoglobulin G4 (IgG4) >280 mg/dL, carbohydrate antigen 19-9 (CA19-9) <85 U/mL, and metabolic parameters differed significantly between patients with f-AID and PDAC. The ROC curve analysis of MTV showed the highest differentiating diagnostic value [sensitivity =0.814, 95% confidence interval (CI): 0.661–0.911; specificity =0.893, 95% CI: 0.802–0.947; area under the curve (AUC) =0.890, 95% CI: 0.820–0.957]. The combined diagnostics model of serum IgG4 >280 mg/dL, CA19-9 <85 U/mL, and MTV resulted in the highest AUC of 0.991 (95% CI: 0.978–1.000; sensitivity =0.953, 95% CI: 0.829–0.992; specificity =0.964, 95% CI: 0.892–0.991). CONCLUSIONS: The multiparameter diagnostic model based on (18)F-FDG PET and serological examination has excellent clinical value in the differential diagnosis of f-AID and PDAC. |
format | Online Article Text |
id | pubmed-10498237 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-104982372023-09-14 Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma Wang, Guanyun Du, Lei Lu, Xia Chen, Shengxin Bi, Xiao Zhang, Mingyu Luan, Xiaohui Xu, Xiaodan Zhang, Zhuochao Xu, Baixuan Yang, Jigang Quant Imaging Med Surg Original Article BACKGROUND: (18)F-fluorodeoxyglucose positron emission tomography-computerized tomography ((18)F-FDG PET-CT) has demonstrated high sensitivity in the diagnosis of autoimmune pancreatitis (AIP) and pancreatic ductal adenocarcinoma (PDAC), while also exhibiting the ability to distinguish AIP from PDAC lesions. The objective of this investigation was to assess the efficacy of multiparametric (18)F-FDG PET with serological examination for distinguishing focal AIP (f-AIP) from PDAC. METHODS: A total of 127 patients (43 with f-AIP and 84 with PDAC) who received (18)F-FDG PET-CT before treatment were retrospectively included in the cohort study conducted at two centers, Beijing Friendship Hospital and Chinese PLA General Hospital, from January 2015 to December 2021. The baseline characteristics and clinical data were collected. The metabolism parameters of (18)F-FDG PET, including maximum standardized uptake value (SUVmax), tumor-to-normal liver SUV ratio (SUVR), mean SUV (SUVmean), total lesion glycolysis (TLG), and metabolic tumor volume (MTV) were evaluated. The area under the receiver operating characteristic (ROC) curve was used to evaluate the differential diagnostic efficacy. The diagnostic efficacy improvement was assessed through the integrated discriminatory improvement (IDI), net reclassification improvement (NRI), and DeLong test. RESULTS: Serum immunoglobulin G4 (IgG4) >280 mg/dL, carbohydrate antigen 19-9 (CA19-9) <85 U/mL, and metabolic parameters differed significantly between patients with f-AID and PDAC. The ROC curve analysis of MTV showed the highest differentiating diagnostic value [sensitivity =0.814, 95% confidence interval (CI): 0.661–0.911; specificity =0.893, 95% CI: 0.802–0.947; area under the curve (AUC) =0.890, 95% CI: 0.820–0.957]. The combined diagnostics model of serum IgG4 >280 mg/dL, CA19-9 <85 U/mL, and MTV resulted in the highest AUC of 0.991 (95% CI: 0.978–1.000; sensitivity =0.953, 95% CI: 0.829–0.992; specificity =0.964, 95% CI: 0.892–0.991). CONCLUSIONS: The multiparameter diagnostic model based on (18)F-FDG PET and serological examination has excellent clinical value in the differential diagnosis of f-AID and PDAC. AME Publishing Company 2023-07-11 2023-09-01 /pmc/articles/PMC10498237/ /pubmed/37711769 http://dx.doi.org/10.21037/qims-23-88 Text en 2023 Quantitative Imaging in Medicine and Surgery. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Wang, Guanyun Du, Lei Lu, Xia Chen, Shengxin Bi, Xiao Zhang, Mingyu Luan, Xiaohui Xu, Xiaodan Zhang, Zhuochao Xu, Baixuan Yang, Jigang Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
title | Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
title_full | Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
title_fullStr | Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
title_full_unstemmed | Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
title_short | Multiparameter diagnostic model based on (18)F-FDG positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
title_sort | multiparameter diagnostic model based on (18)f-fdg positron emission tomography and serological examination for differentiating focal autoimmune pancreatitis from pancreatic ductal adenocarcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498237/ https://www.ncbi.nlm.nih.gov/pubmed/37711769 http://dx.doi.org/10.21037/qims-23-88 |
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