Athanasios Kafkaletos , Ilias Sachpazidis , Michael Mix , Montserrat Carles , Henning Schäfer , Alexander Rühle , Nils H. Nicolay , Marta Lazzeroni , Iuliana Toma-Dasu , Anca L. Grosu , Dimos Baltas
{"title":"基于[18F]FMISO PET/CT 数据的部分容积效应校正对缺氧空间量化的影响。","authors":"Athanasios Kafkaletos , Ilias Sachpazidis , Michael Mix , Montserrat Carles , Henning Schäfer , Alexander Rühle , Nils H. Nicolay , Marta Lazzeroni , Iuliana Toma-Dasu , Anca L. Grosu , Dimos Baltas","doi":"10.1016/j.ejmp.2024.104853","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><div>This study evaluates the impact of partial volume effect (PVE) correction on [<sup>18</sup>F]fluoromisonidazole (FMISO) PET images, focusing on the conversion of standardized uptake values (SUV) to partial oxygen pressure (pO<sub>2</sub>) and the subsequent determination of hypoxic tumor volume (HTV).</div></div><div><h3>Methods</h3><div>FMISO PET images from 49 head and neck squamous cell carcinoma cases were retrospectively corrected for PVE and converted to pO<sub>2</sub>. A pO<sub>2</sub> threshold of 10 mmHg was used to delineate the HTV (HTV<sub>pO2</sub>). Comparisons of pO<sub>2</sub> distribution and HTV<sub>pO2</sub> between corrected and uncorrected images were made, with pO<sub>2</sub> distributions evaluated against published polarographic data. HTV<sub>pO2</sub> was compared to HTV defined by the conventional tumor-to-muscle ratio (TMR) method (HTV<sub>TMR</sub>) in terms of volume and topography (DICE coefficient, Hausdorff distance, and center-of-gravity distance) across different TMR cutoff levels. The cutoff level where the segmentation results from both methods were most similar was identified (TMR<sub>best</sub>).</div></div><div><h3>Results</h3><div>The PVE correction led to decreased minimum pO<sub>2</sub>, increased HTV<sub>pO2</sub> and the identification of more hypoxic cases (HTV > 0). The pO<sub>2</sub> distribution demonstrated improved alignment with published polarographic data. At TMR<sub>best</sub> 1.6, the center-of-gravity distance between HTV<sub>TMR</sub> and HTV<sub>pO2</sub> demonstrated a low median at 1.5 mm, while the wide range (0.0 to 9.6 mm) indicated high interpatient variability. The shape of HTV exhibited considerable variation with DICE 0.74 (0.03 to 1.00) and Hausdorff distance 8.5 mm (2.0 to 42.8 mm).</div></div><div><h3>Conclusions</h3><div>PVE correction is recommended before converting SUV to pO<sub>2</sub> for the spatially resolved quantification of hypoxia.</div></div>","PeriodicalId":56092,"journal":{"name":"Physica Medica-European Journal of Medical Physics","volume":"128 ","pages":"Article 104853"},"PeriodicalIF":3.3000,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Implications of the partial volume effect correction on the spatial quantification of hypoxia based on [18F]FMISO PET/CT data\",\"authors\":\"Athanasios Kafkaletos , Ilias Sachpazidis , Michael Mix , Montserrat Carles , Henning Schäfer , Alexander Rühle , Nils H. Nicolay , Marta Lazzeroni , Iuliana Toma-Dasu , Anca L. Grosu , Dimos Baltas\",\"doi\":\"10.1016/j.ejmp.2024.104853\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Purpose</h3><div>This study evaluates the impact of partial volume effect (PVE) correction on [<sup>18</sup>F]fluoromisonidazole (FMISO) PET images, focusing on the conversion of standardized uptake values (SUV) to partial oxygen pressure (pO<sub>2</sub>) and the subsequent determination of hypoxic tumor volume (HTV).</div></div><div><h3>Methods</h3><div>FMISO PET images from 49 head and neck squamous cell carcinoma cases were retrospectively corrected for PVE and converted to pO<sub>2</sub>. A pO<sub>2</sub> threshold of 10 mmHg was used to delineate the HTV (HTV<sub>pO2</sub>). Comparisons of pO<sub>2</sub> distribution and HTV<sub>pO2</sub> between corrected and uncorrected images were made, with pO<sub>2</sub> distributions evaluated against published polarographic data. HTV<sub>pO2</sub> was compared to HTV defined by the conventional tumor-to-muscle ratio (TMR) method (HTV<sub>TMR</sub>) in terms of volume and topography (DICE coefficient, Hausdorff distance, and center-of-gravity distance) across different TMR cutoff levels. The cutoff level where the segmentation results from both methods were most similar was identified (TMR<sub>best</sub>).</div></div><div><h3>Results</h3><div>The PVE correction led to decreased minimum pO<sub>2</sub>, increased HTV<sub>pO2</sub> and the identification of more hypoxic cases (HTV > 0). The pO<sub>2</sub> distribution demonstrated improved alignment with published polarographic data. At TMR<sub>best</sub> 1.6, the center-of-gravity distance between HTV<sub>TMR</sub> and HTV<sub>pO2</sub> demonstrated a low median at 1.5 mm, while the wide range (0.0 to 9.6 mm) indicated high interpatient variability. The shape of HTV exhibited considerable variation with DICE 0.74 (0.03 to 1.00) and Hausdorff distance 8.5 mm (2.0 to 42.8 mm).</div></div><div><h3>Conclusions</h3><div>PVE correction is recommended before converting SUV to pO<sub>2</sub> for the spatially resolved quantification of hypoxia.</div></div>\",\"PeriodicalId\":56092,\"journal\":{\"name\":\"Physica Medica-European Journal of Medical Physics\",\"volume\":\"128 \",\"pages\":\"Article 104853\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2024-11-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physica Medica-European Journal of Medical Physics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1120179724011104\",\"RegionNum\":3,\"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":"Physica Medica-European Journal of Medical Physics","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1120179724011104","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
Implications of the partial volume effect correction on the spatial quantification of hypoxia based on [18F]FMISO PET/CT data
Purpose
This study evaluates the impact of partial volume effect (PVE) correction on [18F]fluoromisonidazole (FMISO) PET images, focusing on the conversion of standardized uptake values (SUV) to partial oxygen pressure (pO2) and the subsequent determination of hypoxic tumor volume (HTV).
Methods
FMISO PET images from 49 head and neck squamous cell carcinoma cases were retrospectively corrected for PVE and converted to pO2. A pO2 threshold of 10 mmHg was used to delineate the HTV (HTVpO2). Comparisons of pO2 distribution and HTVpO2 between corrected and uncorrected images were made, with pO2 distributions evaluated against published polarographic data. HTVpO2 was compared to HTV defined by the conventional tumor-to-muscle ratio (TMR) method (HTVTMR) in terms of volume and topography (DICE coefficient, Hausdorff distance, and center-of-gravity distance) across different TMR cutoff levels. The cutoff level where the segmentation results from both methods were most similar was identified (TMRbest).
Results
The PVE correction led to decreased minimum pO2, increased HTVpO2 and the identification of more hypoxic cases (HTV > 0). The pO2 distribution demonstrated improved alignment with published polarographic data. At TMRbest 1.6, the center-of-gravity distance between HTVTMR and HTVpO2 demonstrated a low median at 1.5 mm, while the wide range (0.0 to 9.6 mm) indicated high interpatient variability. The shape of HTV exhibited considerable variation with DICE 0.74 (0.03 to 1.00) and Hausdorff distance 8.5 mm (2.0 to 42.8 mm).
Conclusions
PVE correction is recommended before converting SUV to pO2 for the spatially resolved quantification of hypoxia.
期刊介绍:
Physica Medica, European Journal of Medical Physics, publishing with Elsevier from 2007, provides an international forum for research and reviews on the following main topics:
Medical Imaging
Radiation Therapy
Radiation Protection
Measuring Systems and Signal Processing
Education and training in Medical Physics
Professional issues in Medical Physics.