{"title":"酰胺质子转移加权成像和蛋氨酸正电子发射断层扫描直方图参数的整合增强了对成人弥散性胶质瘤异柠檬酸脱氢酶突变的预测。","authors":"Masaoki Kusunoki, Takuro Isoda, Koji Yamashita, Yoshiyuki Kitamura, Kazufumi Kikuchi, Motohiro Sando, Shingo Baba, Daisuke Kuga, Yutaka Fujioka, Fumiya Narutomi, Koji Yoshimoto, Kousei Ishigami, Osamu Togao","doi":"10.1186/s41824-025-00248-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>To evaluate whether the combination of amide proton transfer-weighted imaging (APT-WI) and methionine positron emission tomography (MET-PET) enhances the non-invasive prediction of isocitrate dehydrogenase (IDH) mutation status in adult diffuse gliomas.</p><p><strong>Results: </strong>We retrospectively analysed 28 adult patients with histologically confirmed diffuse gliomas who underwent preoperative APT-WI and MET-PET imaging at our institution. Histogram analyses were conducted for both imaging modalities, extracting parameters such as the 10th, 50th, 70th, and 90th percentiles, mean, variance, skewness, and kurtosis. Parameters between IDH-mutant and IDH-wildtype gliomas were compared using the Mann-Whitney U test. Diagnostic performance was assessed using receiver operating characteristic (ROC) curve analysis, and combined models of the two parameters were constructed using multivariable logistic regression. IDH-wildtype gliomas exhibited significantly higher APT-WI 90th percentile (APT<sub>90</sub>) values (median: 3.51%, interquartile range [IQR]: 1.92-4.23%) compared to IDH-mutant gliomas (median: 2.24%, IQR: 1.52-2.85%, p = 0.039). Similarly, IDH-wildtype gliomas showed elevated MET-PET maximum tumour-to-normal ratios (TNR<sub>max</sub>) (median: 2.51, IQR: 2.13-3.41) compared to IDH-mutant gliomas (median: 1.62, IQR: 1.30-2.77, p = 0.020). ROC curve analysis indicated that the combined model of APT<sub>90</sub> and TNR kurtosis achieved an area under the curve of 0.85, demonstrating superior diagnostic accuracy compared to that of single-parameter models.</p><p><strong>Conclusions: </strong>Combining histogram-derived parameters from APT-WI and MET-PET significantly improves the diagnostic accuracy for predicting IDH mutation status in diffuse gliomas. This non-invasive approach may serve as a valuable adjunct for preoperative evaluation and the development of personalised treatment strategies in patients with gliomas.</p>","PeriodicalId":519909,"journal":{"name":"EJNMMI reports","volume":"9 1","pages":"13"},"PeriodicalIF":0.0000,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11996729/pdf/","citationCount":"0","resultStr":"{\"title\":\"Integration of amide proton transfer-weighted imaging and methionine positron emission tomography histogram parameters enhances the prediction of isocitrate dehydrogenase mutations in adult diffuse gliomas.\",\"authors\":\"Masaoki Kusunoki, Takuro Isoda, Koji Yamashita, Yoshiyuki Kitamura, Kazufumi Kikuchi, Motohiro Sando, Shingo Baba, Daisuke Kuga, Yutaka Fujioka, Fumiya Narutomi, Koji Yoshimoto, Kousei Ishigami, Osamu Togao\",\"doi\":\"10.1186/s41824-025-00248-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>To evaluate whether the combination of amide proton transfer-weighted imaging (APT-WI) and methionine positron emission tomography (MET-PET) enhances the non-invasive prediction of isocitrate dehydrogenase (IDH) mutation status in adult diffuse gliomas.</p><p><strong>Results: </strong>We retrospectively analysed 28 adult patients with histologically confirmed diffuse gliomas who underwent preoperative APT-WI and MET-PET imaging at our institution. Histogram analyses were conducted for both imaging modalities, extracting parameters such as the 10th, 50th, 70th, and 90th percentiles, mean, variance, skewness, and kurtosis. Parameters between IDH-mutant and IDH-wildtype gliomas were compared using the Mann-Whitney U test. Diagnostic performance was assessed using receiver operating characteristic (ROC) curve analysis, and combined models of the two parameters were constructed using multivariable logistic regression. IDH-wildtype gliomas exhibited significantly higher APT-WI 90th percentile (APT<sub>90</sub>) values (median: 3.51%, interquartile range [IQR]: 1.92-4.23%) compared to IDH-mutant gliomas (median: 2.24%, IQR: 1.52-2.85%, p = 0.039). Similarly, IDH-wildtype gliomas showed elevated MET-PET maximum tumour-to-normal ratios (TNR<sub>max</sub>) (median: 2.51, IQR: 2.13-3.41) compared to IDH-mutant gliomas (median: 1.62, IQR: 1.30-2.77, p = 0.020). ROC curve analysis indicated that the combined model of APT<sub>90</sub> and TNR kurtosis achieved an area under the curve of 0.85, demonstrating superior diagnostic accuracy compared to that of single-parameter models.</p><p><strong>Conclusions: </strong>Combining histogram-derived parameters from APT-WI and MET-PET significantly improves the diagnostic accuracy for predicting IDH mutation status in diffuse gliomas. This non-invasive approach may serve as a valuable adjunct for preoperative evaluation and the development of personalised treatment strategies in patients with gliomas.</p>\",\"PeriodicalId\":519909,\"journal\":{\"name\":\"EJNMMI reports\",\"volume\":\"9 1\",\"pages\":\"13\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11996729/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"EJNMMI reports\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s41824-025-00248-6\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"EJNMMI reports","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s41824-025-00248-6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
背景:评价酰胺质子转移加权成像(APT-WI)和蛋氨酸正电子发射断层扫描(MET-PET)联合应用是否能增强对成人弥散性胶质瘤中异柠檬酸脱氢酶(IDH)突变状态的无创伤预测。结果:我们回顾性分析了28例组织学证实的弥漫性胶质瘤患者,这些患者术前在我院接受了APT-WI和MET-PET成像。对两种成像方式进行直方图分析,提取第10、第50、第70和第90百分位、平均值、方差、偏度和峰度等参数。使用Mann-Whitney U检验比较idh突变型和idh野生型胶质瘤之间的参数。采用受试者工作特征(ROC)曲线分析评估诊断效果,并采用多变量logistic回归构建两参数的组合模型。idh野生型胶质瘤的APT-WI第90百分位数(APT90)值(中位数:3.51%,四分位数间距[IQR]: 1.92-4.23%)显著高于idh突变型胶质瘤(中位数:2.24%,IQR: 1.52-2.85%, p = 0.039)。同样,与idh突变型胶质瘤(中位数:1.62,IQR: 1.30-2.77, p = 0.020)相比,idh野生型胶质瘤显示出更高的MET-PET最大肿瘤与正常比(TNRmax)(中位数:2.51,IQR: 2.13-3.41)。ROC曲线分析表明,APT90和TNR峰度联合模型的曲线下面积为0.85,与单参数模型相比,诊断准确率更高。结论:结合来自APT-WI和MET-PET的直方图衍生参数可显著提高弥漫性胶质瘤中IDH突变状态的诊断准确性。这种非侵入性方法可以作为术前评估和胶质瘤患者个性化治疗策略发展的有价值的辅助手段。
Integration of amide proton transfer-weighted imaging and methionine positron emission tomography histogram parameters enhances the prediction of isocitrate dehydrogenase mutations in adult diffuse gliomas.
Background: To evaluate whether the combination of amide proton transfer-weighted imaging (APT-WI) and methionine positron emission tomography (MET-PET) enhances the non-invasive prediction of isocitrate dehydrogenase (IDH) mutation status in adult diffuse gliomas.
Results: We retrospectively analysed 28 adult patients with histologically confirmed diffuse gliomas who underwent preoperative APT-WI and MET-PET imaging at our institution. Histogram analyses were conducted for both imaging modalities, extracting parameters such as the 10th, 50th, 70th, and 90th percentiles, mean, variance, skewness, and kurtosis. Parameters between IDH-mutant and IDH-wildtype gliomas were compared using the Mann-Whitney U test. Diagnostic performance was assessed using receiver operating characteristic (ROC) curve analysis, and combined models of the two parameters were constructed using multivariable logistic regression. IDH-wildtype gliomas exhibited significantly higher APT-WI 90th percentile (APT90) values (median: 3.51%, interquartile range [IQR]: 1.92-4.23%) compared to IDH-mutant gliomas (median: 2.24%, IQR: 1.52-2.85%, p = 0.039). Similarly, IDH-wildtype gliomas showed elevated MET-PET maximum tumour-to-normal ratios (TNRmax) (median: 2.51, IQR: 2.13-3.41) compared to IDH-mutant gliomas (median: 1.62, IQR: 1.30-2.77, p = 0.020). ROC curve analysis indicated that the combined model of APT90 and TNR kurtosis achieved an area under the curve of 0.85, demonstrating superior diagnostic accuracy compared to that of single-parameter models.
Conclusions: Combining histogram-derived parameters from APT-WI and MET-PET significantly improves the diagnostic accuracy for predicting IDH mutation status in diffuse gliomas. This non-invasive approach may serve as a valuable adjunct for preoperative evaluation and the development of personalised treatment strategies in patients with gliomas.