Pub Date : 2025-07-01DOI: 10.1186/s40658-025-00772-1
Peter Frøhlich Staanum, Peter Iversen
Background: Tumour dosimetry after radionuclide therapy using 177Lu-labelled radiopharmaceuticals requires determination of the 177Lu mean concentration, but this is challenging as tumours are often small, or 177Lu activity is present in nearby organs or other tumours. Here we present a comparison of methods for determination of 177Lu mean concentration, and in turn absorbed tumour dose, applied to a small number of patients with prostate cancer treated by [177Lu]Lu-PSMA I&T. For application of each method, specific criteria on tumour diameter and tumour-background ratio must be fulfilled.
Results: Eighteen tumours in 9 patients were analyzed. Several methods, the so-called Small Volume of Interest (VOI) with a 20 mm diameter sphere, Large VOI and Isocontour methods, were found to be in good agreement. Relative to the chosen reference method (Isocontour method with partial volume correction), the relative percentage differences of 177Lu concentration using either of these methods were in the range (-23)-26%. The relative differences of absorbed doses were in the range (-16)-19%.
Conclusions: The agreement between the methods permits a comparison between dosimetry studies, where some of these methods are applied. As the application criteria are complementary, it is possible to include both small (> 15 mm diameter) solitary tumours and larger (> 30 mm diameter), possibly non-solitary, tumours in a dosimetry study.
{"title":"Comparison of tumour segmentation methods for dosimetry in [<sup>177</sup>Lu]Lu-PSMA I&T treated patients with metastatic castration resistant prostate cancer.","authors":"Peter Frøhlich Staanum, Peter Iversen","doi":"10.1186/s40658-025-00772-1","DOIUrl":"10.1186/s40658-025-00772-1","url":null,"abstract":"<p><strong>Background: </strong>Tumour dosimetry after radionuclide therapy using <sup>177</sup>Lu-labelled radiopharmaceuticals requires determination of the <sup>177</sup>Lu mean concentration, but this is challenging as tumours are often small, or <sup>177</sup>Lu activity is present in nearby organs or other tumours. Here we present a comparison of methods for determination of <sup>177</sup>Lu mean concentration, and in turn absorbed tumour dose, applied to a small number of patients with prostate cancer treated by [<sup>177</sup>Lu]Lu-PSMA I&T. For application of each method, specific criteria on tumour diameter and tumour-background ratio must be fulfilled.</p><p><strong>Results: </strong>Eighteen tumours in 9 patients were analyzed. Several methods, the so-called Small Volume of Interest (VOI) with a 20 mm diameter sphere, Large VOI and Isocontour methods, were found to be in good agreement. Relative to the chosen reference method (Isocontour method with partial volume correction), the relative percentage differences of <sup>177</sup>Lu concentration using either of these methods were in the range (-23)-26%. The relative differences of absorbed doses were in the range (-16)-19%.</p><p><strong>Conclusions: </strong>The agreement between the methods permits a comparison between dosimetry studies, where some of these methods are applied. As the application criteria are complementary, it is possible to include both small (> 15 mm diameter) solitary tumours and larger (> 30 mm diameter), possibly non-solitary, tumours in a dosimetry study.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"62"},"PeriodicalIF":3.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12214225/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144539583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1186/s40658-025-00775-y
John D Wright, Isaline Renard, Isis A Middleton, Juozas Domarkas, Émer M Foyle, Paul J Lusby, Stephen J Archibald
Background: Planar scintigraphy remains commonplace in clinical practice and has been used for quantification and dosimetry estimation over an expanding range of gamma-emitting radionuclides in recent years. Applications of planar scintigraphy, in combination with SPECT/CT imaging, can add value to radiopharmaceutical development in preclinical models and in translation to human use. The aim of this study was to demonstrate whole-body quantitative accuracy in mice using pinhole collimated planar scintigraphy on a preclinical SPECT/CT system, following corrections to sensitivity variations across the field of view.
Results: Planar projections were acquired using short imaging time frames, thus allowing for dynamic biodistribution data to be collected and compared to the known injected activity and whole-body SPECT data. Encapsulation of [99mTc]TcO4- in a supramolecular cage was used to demonstrate the visual and quantitative changes in biodistribution over time, as compared to [99mTc]TcO4- alone. For these radiopharmaceuticals, whole-body quantification was 98.7 ± 7.3% of the decay-corrected true injected activity, as opposed to 74.8 ± 7.5% when calculated without a sensitivity correction. Similarly, the final planar scintigraphy frame acquired at 1-hour post-injection quantitatively agreed with activity values returned from the whole-body SPECT: 99.5 ± 10.6% (final frame, planar) vs. 99.1 ± 5.5% (SPECT). Regions of interest (ROIs) over selected organs between planar scintigraphy and SPECT were also in good agreement. Quantitative accuracy of planar scintigraphy was further validated in a preclinical tumour model of prostate cancer using [161Tb]Tb-PSMA-617. In this case, the whole-body planar value was 94.6 ± 3.6% of the recorded injected activity and, consistent with 99mTc findings, was underestimated without sensitivity correction (76.6 ± 3.1%). Tumour uptake values were equivalent between corrected planar scintigraphy (5.2%IA) and SPECT (5.3%IA) at 1-hour post-injection.
Conclusions: Using a common radionuclide and one of emerging radiotherapeutic interest, whole-body injected activity and organ-specific ROI values obtained by planar scintigraphy strongly correlated to the true injected activity and values obtained by SPECT following sensitivity-based corrections. The addition of quantitative dynamic planar scintigraphy into the preclinical workflow followed by SPECT imaging adds value to pharmacokinetic and dosimetry assessments of novel gamma-emitting radiopharmaceuticals in imaging and therapeutic applications.
{"title":"Quantitative whole-body dynamic planar scintigraphy in mice with <sup>99m</sup>Tc and <sup>161</sup>Tb.","authors":"John D Wright, Isaline Renard, Isis A Middleton, Juozas Domarkas, Émer M Foyle, Paul J Lusby, Stephen J Archibald","doi":"10.1186/s40658-025-00775-y","DOIUrl":"10.1186/s40658-025-00775-y","url":null,"abstract":"<p><strong>Background: </strong>Planar scintigraphy remains commonplace in clinical practice and has been used for quantification and dosimetry estimation over an expanding range of gamma-emitting radionuclides in recent years. Applications of planar scintigraphy, in combination with SPECT/CT imaging, can add value to radiopharmaceutical development in preclinical models and in translation to human use. The aim of this study was to demonstrate whole-body quantitative accuracy in mice using pinhole collimated planar scintigraphy on a preclinical SPECT/CT system, following corrections to sensitivity variations across the field of view.</p><p><strong>Results: </strong>Planar projections were acquired using short imaging time frames, thus allowing for dynamic biodistribution data to be collected and compared to the known injected activity and whole-body SPECT data. Encapsulation of [<sup>99m</sup>Tc]TcO<sub>4</sub><sup>-</sup> in a supramolecular cage was used to demonstrate the visual and quantitative changes in biodistribution over time, as compared to [<sup>99m</sup>Tc]TcO<sub>4</sub><sup>-</sup> alone. For these radiopharmaceuticals, whole-body quantification was 98.7 ± 7.3% of the decay-corrected true injected activity, as opposed to 74.8 ± 7.5% when calculated without a sensitivity correction. Similarly, the final planar scintigraphy frame acquired at 1-hour post-injection quantitatively agreed with activity values returned from the whole-body SPECT: 99.5 ± 10.6% (final frame, planar) vs. 99.1 ± 5.5% (SPECT). Regions of interest (ROIs) over selected organs between planar scintigraphy and SPECT were also in good agreement. Quantitative accuracy of planar scintigraphy was further validated in a preclinical tumour model of prostate cancer using [<sup>161</sup>Tb]Tb-PSMA-617. In this case, the whole-body planar value was 94.6 ± 3.6% of the recorded injected activity and, consistent with <sup>99m</sup>Tc findings, was underestimated without sensitivity correction (76.6 ± 3.1%). Tumour uptake values were equivalent between corrected planar scintigraphy (5.2%IA) and SPECT (5.3%IA) at 1-hour post-injection.</p><p><strong>Conclusions: </strong>Using a common radionuclide and one of emerging radiotherapeutic interest, whole-body injected activity and organ-specific ROI values obtained by planar scintigraphy strongly correlated to the true injected activity and values obtained by SPECT following sensitivity-based corrections. The addition of quantitative dynamic planar scintigraphy into the preclinical workflow followed by SPECT imaging adds value to pharmacokinetic and dosimetry assessments of novel gamma-emitting radiopharmaceuticals in imaging and therapeutic applications.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"61"},"PeriodicalIF":3.0,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12214159/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144539586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-23DOI: 10.1186/s40658-025-00778-9
Andrew P Robinson, Kelley M Ferreira, Warda Heetun, Manuel Bardiès, Ana M Denis-Bacelar, Andrew J Fenwick, Michael Lassmann, Jill Tipping, Johannes Tran-Gia
Background: Single Photon Emission Computed Tomography (SPECT) is increasingly used as a quantitative modality, especially in the context of Molecular Radiotherapy, where the measurements are used as input to absorbed dose calculations for patient-specific dosimetry. Establishing measurement traceability is an essential step in providing confidence in quantitative measurements. This requires an unbroken chain of calibrations where uncertainties must be reported in all stages of calibration and for the final measurement result. Traceability ensures that a measurement result can be related to an underlying standard, allowing harmonisation of data, and facilitating comparison of results between sites.
Methods: The process of establishing measurement traceability for quantitative SPECT is demonstrated for the therapeutic radionuclide 177Lu using a common, phantom based, calibration method. Phantoms with activities of 177Lu, measured using a traceably calibrated radionuclide calibrator, were used to perform the calibration. The calibration was validated using 3D-printed anthropomorphic organ phantom inserts mimicking clinically relevant geometries. For all measurements, traceability to primary standards for radioactivity is demonstrated along with an accompanying calibration chain and statement of uncertainty.
Results: For all activity measurements the dominant component in the activity uncertainty budget was the uncertainty on the radionuclide calibrator calibration factor, resulting in an average combined standard uncertainty of 1.57%. The resulting uncertainty on the SPECT Image Calibration Factor was 1.6%. An optional additional correction was included in the calibration to provide volume-based partial volume correction (PVC). Measurement traceability was extended for measurands using this additional correction. The activity recovery in the organ phantoms with PVC applied was 96(7)% for both the kidney and spleen.
Conclusions: A manufacturer independent methodology for establishing measurement traceability for quantitative SPECT is demonstrated for 177Lu, using a radionuclide calibrator previously calibrated against national standards. The ability to establish measurement traceability for quantitative SPECT using standard clinical equipment, and the limitations of traceability are presented.
{"title":"Establishing measurement traceability for quantitative SPECT imaging.","authors":"Andrew P Robinson, Kelley M Ferreira, Warda Heetun, Manuel Bardiès, Ana M Denis-Bacelar, Andrew J Fenwick, Michael Lassmann, Jill Tipping, Johannes Tran-Gia","doi":"10.1186/s40658-025-00778-9","DOIUrl":"10.1186/s40658-025-00778-9","url":null,"abstract":"<p><strong>Background: </strong>Single Photon Emission Computed Tomography (SPECT) is increasingly used as a quantitative modality, especially in the context of Molecular Radiotherapy, where the measurements are used as input to absorbed dose calculations for patient-specific dosimetry. Establishing measurement traceability is an essential step in providing confidence in quantitative measurements. This requires an unbroken chain of calibrations where uncertainties must be reported in all stages of calibration and for the final measurement result. Traceability ensures that a measurement result can be related to an underlying standard, allowing harmonisation of data, and facilitating comparison of results between sites.</p><p><strong>Methods: </strong>The process of establishing measurement traceability for quantitative SPECT is demonstrated for the therapeutic radionuclide <sup>177</sup>Lu using a common, phantom based, calibration method. Phantoms with activities of <sup>177</sup>Lu, measured using a traceably calibrated radionuclide calibrator, were used to perform the calibration. The calibration was validated using 3D-printed anthropomorphic organ phantom inserts mimicking clinically relevant geometries. For all measurements, traceability to primary standards for radioactivity is demonstrated along with an accompanying calibration chain and statement of uncertainty.</p><p><strong>Results: </strong>For all activity measurements the dominant component in the activity uncertainty budget was the uncertainty on the radionuclide calibrator calibration factor, resulting in an average combined standard uncertainty of 1.57%. The resulting uncertainty on the SPECT Image Calibration Factor was 1.6%. An optional additional correction was included in the calibration to provide volume-based partial volume correction (PVC). Measurement traceability was extended for measurands using this additional correction. The activity recovery in the organ phantoms with PVC applied was 96(7)% for both the kidney and spleen.</p><p><strong>Conclusions: </strong>A manufacturer independent methodology for establishing measurement traceability for quantitative SPECT is demonstrated for <sup>177</sup>Lu, using a radionuclide calibrator previously calibrated against national standards. The ability to establish measurement traceability for quantitative SPECT using standard clinical equipment, and the limitations of traceability are presented.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"58"},"PeriodicalIF":3.0,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12185843/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144474324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-19DOI: 10.1186/s40658-025-00770-3
Dennis B M Dieckens, Pepijn van Horssen, Koen A J van Gils, Arjon J van Lange, Oleksandra V Ivashchenko, Wouter J H Veldkamp, Adriaan A Lammertsma, Niels C Veltman
<p><strong>Purpose: </strong>To evaluate variations in acquisition and processing protocols for four of the most common PET/CT examinations in Dutch hospitals: FDG-WB, [<sup>18</sup>F]F-PSMA, [<sup>68</sup>Ga]Ga-PSMA, and FDG-Brain.</p><p><strong>Methods: </strong>All nuclear medicine departments in the Netherlands with a PET/CT scanner were invited to participate in a survey about acquisition and processing protocols for FDG-WB, [<sup>18</sup>F]F-PSMA, [<sup>68</sup>Ga]Ga-PSMA, and FDG-Brain PET/CT examinations. The survey collected data on injected activity, acquisition times, and reconstruction/post-processing settings. From these data, we analyzed the weight-dependent injected activity, acquisition count statistics, and correlations with scanner performance (NEMA sensitivity).</p><p><strong>Results: </strong>A total of 42 hospitals responded (including all Dutch University Medical Centers), providing data from 58 PET/CT systems spanning 11 different models from 4 vendors. Injected activity and scan duration varied widely across hospitals, even for the same scanner model and examination type. A moderate negative correlation was observed between scanner sensitivity and the normalized injected activity × scan duration product for FDG-WB (R<sup>2</sup> = 0.50, slope = - 186.5) and FDG-brain (R<sup>2</sup> = 0.33, slope = - 180.8), suggesting that hospitals using higher-sensitivity scanners tend to reduce either injected activity or scan duration to maintain comparable acquisition counts. For [<sup>18</sup>F]F-PSMA (R<sup>2</sup> = 0.24, slope = - 62.6), the trend was less pronounced, indicating greater variability in how PET/CT centers adjust injected activity and scan duration for these tracers. In contrast, for [<sup>68</sup> Ga]Ga-PSMA (R<sup>2</sup> = 0.04, slope = - 28.3), no significant correlation was found, suggesting that scanner sensitivity plays a minimal role in protocol selection for these examinations. The observed variations in injected activity led to differences in patient radiation dose by a factor of 4 for FDG-WB, more than a factor of 10 for PSMA, and a factor of 5 for FDG-brain scans. These differences persist even after accounting for scan duration, scanner sensitivity, and overlap between scanning positions, highlighting substantial inconsistencies in PET/CT imaging protocols across Dutch hospitals.</p><p><strong>Conclusion: </strong>The main objective of this survey was to determine the current state of practice in the Netherlands for three common PET/CT examinations. We observed variations in the injected activity for all PET/CT exam types, even within the same scanner model, that cannot be explained by taking into account differences in scanning times or uptake times. The direct implication of the observed variation in injected activity is a similar variation in radiation dose to the patient. We observed differences in dose to the patient of up to a factor 4 for FDG-WB, more than a factor of 5for [<sup>18</sup>F]F-PSMA,
{"title":"PET/CT acquisition and processing protocols in the Netherlands.","authors":"Dennis B M Dieckens, Pepijn van Horssen, Koen A J van Gils, Arjon J van Lange, Oleksandra V Ivashchenko, Wouter J H Veldkamp, Adriaan A Lammertsma, Niels C Veltman","doi":"10.1186/s40658-025-00770-3","DOIUrl":"10.1186/s40658-025-00770-3","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate variations in acquisition and processing protocols for four of the most common PET/CT examinations in Dutch hospitals: FDG-WB, [<sup>18</sup>F]F-PSMA, [<sup>68</sup>Ga]Ga-PSMA, and FDG-Brain.</p><p><strong>Methods: </strong>All nuclear medicine departments in the Netherlands with a PET/CT scanner were invited to participate in a survey about acquisition and processing protocols for FDG-WB, [<sup>18</sup>F]F-PSMA, [<sup>68</sup>Ga]Ga-PSMA, and FDG-Brain PET/CT examinations. The survey collected data on injected activity, acquisition times, and reconstruction/post-processing settings. From these data, we analyzed the weight-dependent injected activity, acquisition count statistics, and correlations with scanner performance (NEMA sensitivity).</p><p><strong>Results: </strong>A total of 42 hospitals responded (including all Dutch University Medical Centers), providing data from 58 PET/CT systems spanning 11 different models from 4 vendors. Injected activity and scan duration varied widely across hospitals, even for the same scanner model and examination type. A moderate negative correlation was observed between scanner sensitivity and the normalized injected activity × scan duration product for FDG-WB (R<sup>2</sup> = 0.50, slope = - 186.5) and FDG-brain (R<sup>2</sup> = 0.33, slope = - 180.8), suggesting that hospitals using higher-sensitivity scanners tend to reduce either injected activity or scan duration to maintain comparable acquisition counts. For [<sup>18</sup>F]F-PSMA (R<sup>2</sup> = 0.24, slope = - 62.6), the trend was less pronounced, indicating greater variability in how PET/CT centers adjust injected activity and scan duration for these tracers. In contrast, for [<sup>68</sup> Ga]Ga-PSMA (R<sup>2</sup> = 0.04, slope = - 28.3), no significant correlation was found, suggesting that scanner sensitivity plays a minimal role in protocol selection for these examinations. The observed variations in injected activity led to differences in patient radiation dose by a factor of 4 for FDG-WB, more than a factor of 10 for PSMA, and a factor of 5 for FDG-brain scans. These differences persist even after accounting for scan duration, scanner sensitivity, and overlap between scanning positions, highlighting substantial inconsistencies in PET/CT imaging protocols across Dutch hospitals.</p><p><strong>Conclusion: </strong>The main objective of this survey was to determine the current state of practice in the Netherlands for three common PET/CT examinations. We observed variations in the injected activity for all PET/CT exam types, even within the same scanner model, that cannot be explained by taking into account differences in scanning times or uptake times. The direct implication of the observed variation in injected activity is a similar variation in radiation dose to the patient. We observed differences in dose to the patient of up to a factor 4 for FDG-WB, more than a factor of 5for [<sup>18</sup>F]F-PSMA, ","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"57"},"PeriodicalIF":3.0,"publicationDate":"2025-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12179025/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144324797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-13DOI: 10.1186/s40658-025-00774-z
Martin Andersson, Keith Eckerman, Sören Mattsson
Background: For patients investigated with radiopharmaceuticals, it is important to be able to perform valid calculations of the absorbed dose in organs and tissues. An internal dosimetry computer program, IDAC-Dose2.1, has been updated to be based on the ICRP specific absorbed fractions and computational framework of internal dose assessment for 12 adult and paediatric reference individuals given in ICRP Publication 133 and 155. The updated dosimetry software intended for nuclear medicine is named IDAC-Dose2.2. The calculations are based on radionuclide decay scheme of ICRP Publication 107. Biokinetic models can be based on up to 83 different source regions irradiating 48 target tissues, defining the effective dose as presented in ICRP Publications 60 and 103. The computer program was validated against another ICRP dosimetry software, DCAL ver. 2022, that employs the same computational framework and is used for occupational and environmental intakes of radionuclides. IDAC-Dose2.2 calculates absorbed doses to the 2 adult and 10 paediatric,15-yrs, 10-yrs, 5-yrs, 1-yr, 100 days (infant) and 0 day (new-born), sex specific ICRP reference phantoms. It has an additional sub-module which can interpolate the calculated absorbed dose and effective dose to an arbitrary age between 0 and 20 years (20 years = adult) or an arbitrary weight of 3.5-73 kg for male and 3.5-64 kg for female instead of only using the 6 fixed phantoms ages.
Results: IDAC-Dose2.2 was applied on three frequently used radiopharmaceuticals: intravenously administered 2-[18F]FDG, orally administered 99mTc-pertechnetate and 131I-iodide. Using the tissue weighting factors from ICRP Publication 103, the effective dose per administered activity was estimated for 2-[18F]FDG: 0.017mSv/MBq, 0.020 mSv/MBq, 0.029 mSv/MBq, 0.044 mSv/MBq, 0.075 mSv/MBq, 0.16 mSv/MBq 0.16 mSv/MBq for adult, 15-, 10-, 5-, 1-year old, 100 days (infant) and 0 day (newborn), respectively. Effective dose of 0.034 mSv/MBq was also calculated for 2-[18F]FDG to a reference person of 8-years old. For the same three radiopharmaceuticals, S-values were generated for all phantoms in IDAC-Dose2.2 and validated against the dosimetry program DCAL, showing identical results.
Conclusions: The internal dosimetry program IDAC-Dose was updated to include all 12 specific sets of absorbed fractions of the ICRP adult and paediatric reference phantoms and applied to three radiopharmaceuticals for validation against DCAL and to generate improved absorbed dose estimations for preadults in diagnostic nuclear medicine. The sub-module for age or weight interpolation of absorbed doses follows the ICRP computational framework used for members of the public. IDAC-Dose2.2 will used by the ICRP for absorbed and effective dose calculations in diagnostic nuclear medicine. The results from other software, which uses the same primer d
{"title":"IDAC-Dose 2.2, an internal dosimetry software for diagnostic nuclear medicine based on the latest ICRP adult and paediatric reference computational phantoms.","authors":"Martin Andersson, Keith Eckerman, Sören Mattsson","doi":"10.1186/s40658-025-00774-z","DOIUrl":"10.1186/s40658-025-00774-z","url":null,"abstract":"<p><strong>Background: </strong>For patients investigated with radiopharmaceuticals, it is important to be able to perform valid calculations of the absorbed dose in organs and tissues. An internal dosimetry computer program, IDAC-Dose2.1, has been updated to be based on the ICRP specific absorbed fractions and computational framework of internal dose assessment for 12 adult and paediatric reference individuals given in ICRP Publication 133 and 155. The updated dosimetry software intended for nuclear medicine is named IDAC-Dose2.2. The calculations are based on radionuclide decay scheme of ICRP Publication 107. Biokinetic models can be based on up to 83 different source regions irradiating 48 target tissues, defining the effective dose as presented in ICRP Publications 60 and 103. The computer program was validated against another ICRP dosimetry software, DCAL ver. 2022, that employs the same computational framework and is used for occupational and environmental intakes of radionuclides. IDAC-Dose2.2 calculates absorbed doses to the 2 adult and 10 paediatric,15-yrs, 10-yrs, 5-yrs, 1-yr, 100 days (infant) and 0 day (new-born), sex specific ICRP reference phantoms. It has an additional sub-module which can interpolate the calculated absorbed dose and effective dose to an arbitrary age between 0 and 20 years (20 years = adult) or an arbitrary weight of 3.5-73 kg for male and 3.5-64 kg for female instead of only using the 6 fixed phantoms ages.</p><p><strong>Results: </strong>IDAC-Dose2.2 was applied on three frequently used radiopharmaceuticals: intravenously administered 2-[<sup>18</sup>F]FDG, orally administered <sup>99m</sup>Tc-pertechnetate and <sup>131</sup>I-iodide. Using the tissue weighting factors from ICRP Publication 103, the effective dose per administered activity was estimated for 2-[<sup>18</sup>F]FDG: 0.017mSv/MBq, 0.020 mSv/MBq, 0.029 mSv/MBq, 0.044 mSv/MBq, 0.075 mSv/MBq, 0.16 mSv/MBq 0.16 mSv/MBq for adult, 15-, 10-, 5-, 1-year old, 100 days (infant) and 0 day (newborn), respectively. Effective dose of 0.034 mSv/MBq was also calculated for 2-[<sup>18</sup>F]FDG to a reference person of 8-years old. For the same three radiopharmaceuticals, S-values were generated for all phantoms in IDAC-Dose2.2 and validated against the dosimetry program DCAL, showing identical results.</p><p><strong>Conclusions: </strong>The internal dosimetry program IDAC-Dose was updated to include all 12 specific sets of absorbed fractions of the ICRP adult and paediatric reference phantoms and applied to three radiopharmaceuticals for validation against DCAL and to generate improved absorbed dose estimations for preadults in diagnostic nuclear medicine. The sub-module for age or weight interpolation of absorbed doses follows the ICRP computational framework used for members of the public. IDAC-Dose2.2 will used by the ICRP for absorbed and effective dose calculations in diagnostic nuclear medicine. The results from other software, which uses the same primer d","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"56"},"PeriodicalIF":3.0,"publicationDate":"2025-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165913/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144283002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-09DOI: 10.1186/s40658-025-00761-4
Yanxiao Li, Xiuying Wang, Qi Ge, Manuel B Graeber, Shaozhen Yan, Jian Li, Shuyu Li, Wenjian Gu, Shuo Hu, Tammie L S Benzinger, Jie Lu, Yun Zhou
Background: Alzheimer's disease (AD) is a heterogeneous neurodegenerative disorder in which tau neurofibrillary tangles are a pathological hallmark closely associated with cognitive dysfunction and neurodegeneration. In this study, we used brain tau data to investigate AD heterogeneity by identifying and characterizing the subpopulations among patients. We included 615 cognitively normal and 159 AD brain 18F-flortaucipr PET scans, along with T1-weighted MRI from the Alzheimer Disease Neuroimaging Initiative database. A three dimensional-convolutional neural network model was employed for AD detection using standardized uptake value ratio (SUVR) images. The model-derived saliency maps were generated and employed as informative image features for clustering AD participants. Among the identified subpopulations, statistical analysis of demographics, neuropsychological measures, and SUVR were compared. Correlations between neuropsychological measures and regional SUVRs were assessed. A generalized linear model was utilized to investigate the sex and APOE ε4 interaction effect on regional SUVRs.
Results: Two distinct subpopulations of AD patients were revealed, denoted as SHi and SLo. Compared to the SLo group, the SHi group exhibited a significantly higher global tau burden in the brain, but both groups showed similar cognition distribution levels. In the SHi group, the associations between the neuropsychological measurements and regional tau deposition were weakened. Moreover, a significant interaction effect of sex and APOE ε4 on tau deposition was observed in the SLo group, but no such effect was found in the SHi group.
Conclusion: Our results suggest that tau tangles, as shown by SUVR, continue to accumulate even when cognitive function plateaus in AD patients, highlighting the advantages of PET in later disease stages. The differing relationships between cognition and tau deposition, and between gender, APOE4, and tau deposition, provide potential for subtype-specific treatments. Targeting gender-specific and genetic factors influencing tau deposition, as well as interventions aimed at tau's impact on cognition, may be effective.
{"title":"Brain tau PET-based identification and characterization of subpopulations in patients with Alzheimer's disease using deep learning-derived saliency maps.","authors":"Yanxiao Li, Xiuying Wang, Qi Ge, Manuel B Graeber, Shaozhen Yan, Jian Li, Shuyu Li, Wenjian Gu, Shuo Hu, Tammie L S Benzinger, Jie Lu, Yun Zhou","doi":"10.1186/s40658-025-00761-4","DOIUrl":"10.1186/s40658-025-00761-4","url":null,"abstract":"<p><strong>Background: </strong>Alzheimer's disease (AD) is a heterogeneous neurodegenerative disorder in which tau neurofibrillary tangles are a pathological hallmark closely associated with cognitive dysfunction and neurodegeneration. In this study, we used brain tau data to investigate AD heterogeneity by identifying and characterizing the subpopulations among patients. We included 615 cognitively normal and 159 AD brain <sup>18</sup>F-flortaucipr PET scans, along with T1-weighted MRI from the Alzheimer Disease Neuroimaging Initiative database. A three dimensional-convolutional neural network model was employed for AD detection using standardized uptake value ratio (SUVR) images. The model-derived saliency maps were generated and employed as informative image features for clustering AD participants. Among the identified subpopulations, statistical analysis of demographics, neuropsychological measures, and SUVR were compared. Correlations between neuropsychological measures and regional SUVRs were assessed. A generalized linear model was utilized to investigate the sex and APOE ε4 interaction effect on regional SUVRs.</p><p><strong>Results: </strong>Two distinct subpopulations of AD patients were revealed, denoted as S<sub>Hi</sub> and S<sub>Lo</sub>. Compared to the S<sub>Lo</sub> group, the S<sub>Hi</sub> group exhibited a significantly higher global tau burden in the brain, but both groups showed similar cognition distribution levels. In the S<sub>Hi</sub> group, the associations between the neuropsychological measurements and regional tau deposition were weakened. Moreover, a significant interaction effect of sex and APOE ε4 on tau deposition was observed in the S<sub>Lo</sub> group, but no such effect was found in the S<sub>Hi</sub> group.</p><p><strong>Conclusion: </strong>Our results suggest that tau tangles, as shown by SUVR, continue to accumulate even when cognitive function plateaus in AD patients, highlighting the advantages of PET in later disease stages. The differing relationships between cognition and tau deposition, and between gender, APOE4, and tau deposition, provide potential for subtype-specific treatments. Targeting gender-specific and genetic factors influencing tau deposition, as well as interventions aimed at tau's impact on cognition, may be effective.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"55"},"PeriodicalIF":3.0,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12149067/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144247008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-06DOI: 10.1186/s40658-025-00760-5
Elin Bäck, My Jonasson, Elin Lindström, Andreas Tolf, Joachim Burman, Lieuwe Appel, Mark Lubberink
Background: 15O-water positron emission tomography (PET) is considered the gold standard method for non-invasive measurement of cerebral blood flow (CBF). However, previously published average CBF values in healthy subjects have varied greatly and the cause of these variations remains unclear. This study investigates how image reconstruction methods and spatial resolution affect CBF measurements with 15O-water PET.
Methods: Eight healthy subjects each underwent dynamic 15O-water PET scans with continuous arterial blood sampling. Images were reconstructed using two different algorithms; ordered subset expectation maximisation and block sequential regularised expectation maximalisation with varying reconstruction parameters. CBF was estimated for the whole brain, grey matter, and central white matter. Reconstruction-specific effective spatial resolution was estimated using phantom measurements and simulations.
Results: The mean whole brain CBF was 0.48 mL/cm3/min and showed little dependence on the image reconstruction method. Grey matter CBF varied between 0.52 and 0.57 mL/cm3/min, and central white matter CBF between 0.20 and 0.28 mL/cm3/min. Regional CBF showed great dependence on effective spatial resolution with a negative correlation between grey matter CBF and resolution (r = -0.96) and a positive correlation between central white matter and resolution (r = 0.93).
Conclusion: This study concludes that grey matter and central white matter CBF, but not whole brain CBF measured with quantitative 15O-water PET is reconstruction method dependent, mainly due to varying spatial resolution with consequent partial volume effects. Variations in published CBF values cannot be explained solely by reconstruction methods or spatial resolution.
{"title":"Impact of image reconstruction on cerebral blood flow measured with <sup>15</sup>O-water positron emission tomography.","authors":"Elin Bäck, My Jonasson, Elin Lindström, Andreas Tolf, Joachim Burman, Lieuwe Appel, Mark Lubberink","doi":"10.1186/s40658-025-00760-5","DOIUrl":"10.1186/s40658-025-00760-5","url":null,"abstract":"<p><strong>Background: </strong><sup>15</sup>O-water positron emission tomography (PET) is considered the gold standard method for non-invasive measurement of cerebral blood flow (CBF). However, previously published average CBF values in healthy subjects have varied greatly and the cause of these variations remains unclear. This study investigates how image reconstruction methods and spatial resolution affect CBF measurements with <sup>15</sup>O-water PET.</p><p><strong>Methods: </strong>Eight healthy subjects each underwent dynamic <sup>15</sup>O-water PET scans with continuous arterial blood sampling. Images were reconstructed using two different algorithms; ordered subset expectation maximisation and block sequential regularised expectation maximalisation with varying reconstruction parameters. CBF was estimated for the whole brain, grey matter, and central white matter. Reconstruction-specific effective spatial resolution was estimated using phantom measurements and simulations.</p><p><strong>Results: </strong>The mean whole brain CBF was 0.48 mL/cm<sup>3</sup>/min and showed little dependence on the image reconstruction method. Grey matter CBF varied between 0.52 and 0.57 mL/cm<sup>3</sup>/min, and central white matter CBF between 0.20 and 0.28 mL/cm<sup>3</sup>/min. Regional CBF showed great dependence on effective spatial resolution with a negative correlation between grey matter CBF and resolution (r = -0.96) and a positive correlation between central white matter and resolution (r = 0.93).</p><p><strong>Conclusion: </strong>This study concludes that grey matter and central white matter CBF, but not whole brain CBF measured with quantitative <sup>15</sup>O-water PET is reconstruction method dependent, mainly due to varying spatial resolution with consequent partial volume effects. Variations in published CBF values cannot be explained solely by reconstruction methods or spatial resolution.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"52"},"PeriodicalIF":3.0,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12144024/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144233533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-06DOI: 10.1186/s40658-025-00767-y
Selene De Sutter, Ine Dirks, Laurens Raes, Wietse Geens, Hendrik Everaert, Sophie Bourgeois, Johnny Duerinck, Jef Vandemeulebroucke
Background: Positron emission tomography (PET) with a [18F]fluoroethyl)-L-tyrosine ([18F]FET) tracer is of growing importance in the management of glioblastoma for the estimation of tumor extent and extraction of diagnostic and prognostic parameters. Robust and accurate glioblastoma segmentation methods are essential to maximize the benefits of this imaging modality. Given the importance of setting the foreground threshold during manual tumor delineation, this study investigates the added value of incorporating such prior knowledge to guide the automated segmentation and improve performance. Two segmentation networks were trained based on the nnU-Net guidelines: one with the [18F]FET PET image as sole input, and one with an additional input channel for the threshold map. For the latter, we investigate the benefit of manually obtained thresholds and explore automated prediction and generation of such maps. A fully automated pipeline was constructed by selecting the best performing threshold prediction approach and cascading this with the tumor segmentation model.
Results: The proposed two-channel network shows increased performance with guidance of threshold maps originating from the same reader whose ground-truth tumor label the prediction is compared to (DSC = 0.901). When threshold maps were generated by a different reader, performance reverted to levels comparable to the one-channel network and inter-reader variability. The proposed full pipeline achieves results on par with current state of the art (DSC = 0.807).
Conclusions: Incorporating a threshold map can significantly improve tumor segmentation performance when it aligns well with the ground-truth label. However, the current inability to reliably reproduce these maps-both manually and automatically-or the ground-truth tumor labels, restricts the achievable accuracy for automated glioblastoma segmentation on [18F]FET PET, highlighting the need for more consistent definitions of such ground-truth delineations.
背景:使用[18F]氟乙基- l -酪氨酸([18F]FET)示踪剂的正电子发射断层扫描(PET)在胶质母细胞瘤的治疗中越来越重要,因为它可以估计肿瘤的范围,提取诊断和预后参数。稳健和准确的胶质母细胞瘤分割方法是至关重要的,以最大限度地发挥这种成像方式的好处。考虑到在人工肿瘤分割过程中设置前景阈值的重要性,本研究探讨了结合这种先验知识来指导自动分割和提高性能的附加价值。基于nnU-Net准则训练了两个分割网络:一个以[18F]FET PET图像作为唯一输入,另一个具有用于阈值图的附加输入通道。对于后者,我们研究了人工获得阈值的好处,并探索了这种地图的自动预测和生成。通过选择性能最好的阈值预测方法并与肿瘤分割模型级联,构建了一个全自动流水线。结果:所提出的双通道网络在阈值图的引导下表现出更高的性能,阈值图来自于与预测相比较的同一阅读器(DSC = 0.901)。当阈值映射由不同的读取器生成时,性能恢复到与单通道网络和读取器间可变性相当的水平。拟议的完整管道达到与当前技术水平相当的结果(DSC = 0.807)。结论:结合阈值图可以显著提高肿瘤分割性能,当它与真值标签很好地对齐时。然而,目前无法可靠地复制这些地图(无论是手动还是自动)或基础真值肿瘤标签,限制了在[18F]FET PET上实现胶质母细胞瘤自动分割的准确性,这突出了对这种基础真值描绘的更一致定义的需求。
{"title":"Interobserver ground-truth variability limits performance of automated glioblastoma segmentation on [<sup>18</sup>F]FET PET.","authors":"Selene De Sutter, Ine Dirks, Laurens Raes, Wietse Geens, Hendrik Everaert, Sophie Bourgeois, Johnny Duerinck, Jef Vandemeulebroucke","doi":"10.1186/s40658-025-00767-y","DOIUrl":"10.1186/s40658-025-00767-y","url":null,"abstract":"<p><strong>Background: </strong>Positron emission tomography (PET) with a [<sup>18</sup>F]fluoroethyl)-L-tyrosine ([<sup>18</sup>F]FET) tracer is of growing importance in the management of glioblastoma for the estimation of tumor extent and extraction of diagnostic and prognostic parameters. Robust and accurate glioblastoma segmentation methods are essential to maximize the benefits of this imaging modality. Given the importance of setting the foreground threshold during manual tumor delineation, this study investigates the added value of incorporating such prior knowledge to guide the automated segmentation and improve performance. Two segmentation networks were trained based on the nnU-Net guidelines: one with the [<sup>18</sup>F]FET PET image as sole input, and one with an additional input channel for the threshold map. For the latter, we investigate the benefit of manually obtained thresholds and explore automated prediction and generation of such maps. A fully automated pipeline was constructed by selecting the best performing threshold prediction approach and cascading this with the tumor segmentation model.</p><p><strong>Results: </strong>The proposed two-channel network shows increased performance with guidance of threshold maps originating from the same reader whose ground-truth tumor label the prediction is compared to (DSC = 0.901). When threshold maps were generated by a different reader, performance reverted to levels comparable to the one-channel network and inter-reader variability. The proposed full pipeline achieves results on par with current state of the art (DSC = 0.807).</p><p><strong>Conclusions: </strong>Incorporating a threshold map can significantly improve tumor segmentation performance when it aligns well with the ground-truth label. However, the current inability to reliably reproduce these maps-both manually and automatically-or the ground-truth tumor labels, restricts the achievable accuracy for automated glioblastoma segmentation on [<sup>18</sup>F]FET PET, highlighting the need for more consistent definitions of such ground-truth delineations.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"54"},"PeriodicalIF":3.0,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12144010/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144233534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-06DOI: 10.1186/s40658-025-00768-x
Adrian Jun Zounek, Nico Maximilian Joerg, Felix Lindheimer, Artem Zatcepin, Giovanna Palumbo, Rosel Oos, Astrid Delker, Franz Josef Gildehaus, Andreas Bollenbacher, Guido Boening, Peter Bartenstein, Matthias Brendel, Nathalie Lisa Albert, Sibylle Ziegler, Lena Kaiser
Background: Validation of threshold-based PET segmentation and PET quantification is typically performed with fillable phantoms. Theoretical considerations show that the inactive walls of the phantom cavities introduce a contrast dependence of the volume-reproducing threshold (VRT), potentially leading to segmentation errors and therefore miscalculations of target volumes. The goal of this study was to experimentally show the contrast independence of the VRT when using wall-less phantoms.
Results: Radioactive spheres were produced according to NEMA specifications (D = 10/13/17/22/28/37 mm) using a stereolithographic (SLA) 3D printer. For comparison, hollow spheres were filled with a similar activity concentration. Image data from both sphere types were acquired with five different signal-to-background ratios (SBR = 2/4/6/8/10) using a Siemens mCT 20 and a Biograph 64 TruePoint PET/CT system. Results from wall-less and fillable spheres were compared to evaluate contrast dependence and segmentation accuracy based on VRT and intensity profiles. Wall-less phantoms demonstrated consistent VRT values, with a coefficient of variation of 2% over all SBRs, indicating independence from contrast. Conversely, fillable phantoms exhibited significant VRT variability, with a coefficient of variation (CV) of 9% over all SBRs and up to 40% volume overestimation at low contrast. Additionally, activity distribution in the printed spheres was evaluated using PET-based statistical analysis and autoradiography. The PET intensity distribution in the printed material was highly uniform (CV = 4.2%), with a Kullback-Leibler divergence near zero and no statistically significant difference to the fillable spheres. Autoradiography revealed microscopic regions with elevated counts, showing a CV of 11.7%, which was effectively reduced to 2.4% after Gaussian filtering.
Conclusions: The theoretical predictions of a significant influence of inactive walls in low-contrast images and contrast-independent VRT in wall-less phantoms were successfully confirmed. SLA 3D printing of phantoms is a promising method for the reliable evaluation of PET quantification methods, particularly in low-contrast scenarios commonly encountered in clinical settings.
{"title":"3D printing of radioactive wall-less PET phantoms improves threshold-based target delineation and quantification.","authors":"Adrian Jun Zounek, Nico Maximilian Joerg, Felix Lindheimer, Artem Zatcepin, Giovanna Palumbo, Rosel Oos, Astrid Delker, Franz Josef Gildehaus, Andreas Bollenbacher, Guido Boening, Peter Bartenstein, Matthias Brendel, Nathalie Lisa Albert, Sibylle Ziegler, Lena Kaiser","doi":"10.1186/s40658-025-00768-x","DOIUrl":"10.1186/s40658-025-00768-x","url":null,"abstract":"<p><strong>Background: </strong>Validation of threshold-based PET segmentation and PET quantification is typically performed with fillable phantoms. Theoretical considerations show that the inactive walls of the phantom cavities introduce a contrast dependence of the volume-reproducing threshold (VRT), potentially leading to segmentation errors and therefore miscalculations of target volumes. The goal of this study was to experimentally show the contrast independence of the VRT when using wall-less phantoms.</p><p><strong>Results: </strong>Radioactive spheres were produced according to NEMA specifications (D = 10/13/17/22/28/37 mm) using a stereolithographic (SLA) 3D printer. For comparison, hollow spheres were filled with a similar activity concentration. Image data from both sphere types were acquired with five different signal-to-background ratios (SBR = 2/4/6/8/10) using a Siemens mCT 20 and a Biograph 64 TruePoint PET/CT system. Results from wall-less and fillable spheres were compared to evaluate contrast dependence and segmentation accuracy based on VRT and intensity profiles. Wall-less phantoms demonstrated consistent VRT values, with a coefficient of variation of 2% over all SBRs, indicating independence from contrast. Conversely, fillable phantoms exhibited significant VRT variability, with a coefficient of variation (CV) of 9% over all SBRs and up to 40% volume overestimation at low contrast. Additionally, activity distribution in the printed spheres was evaluated using PET-based statistical analysis and autoradiography. The PET intensity distribution in the printed material was highly uniform (CV = 4.2%), with a Kullback-Leibler divergence near zero and no statistically significant difference to the fillable spheres. Autoradiography revealed microscopic regions with elevated counts, showing a CV of 11.7%, which was effectively reduced to 2.4% after Gaussian filtering.</p><p><strong>Conclusions: </strong>The theoretical predictions of a significant influence of inactive walls in low-contrast images and contrast-independent VRT in wall-less phantoms were successfully confirmed. SLA 3D printing of phantoms is a promising method for the reliable evaluation of PET quantification methods, particularly in low-contrast scenarios commonly encountered in clinical settings.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"53"},"PeriodicalIF":3.0,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12144006/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144233532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-05-27DOI: 10.1186/s40658-025-00759-y
Haibo Wang, Jiahao Xie, Jinyi Qi, Simon R Cherry, Junwei Du
Background: The image quality of positron emission tomography (PET) can be significantly enhanced by using time-of-flight (TOF) and depth-of-interaction (DOI) information. PET detectors are pivotal in determining the TOF and DOI capabilities of PET scanners.
Methods: This study developed and evaluated TOF-DOI PET detectors based on the dual-ended readout method and lutetium-yttrium oxyorthosilicate (LYSO) arrays with two different pitches and reflector configurations. Specifically, the performance of detectors based on three types of LYSO arrays with 20 mm thickness, 8 × 8 arrays with a 3.2 mm pitch, 16 × 16 arrays with a 1.6 mm pitch and normal reflectors, and 16 × 16 arrays with a 1.6 mm pitch and partial short reflectors, were assessed. Hamamatsu S14161-3050-08 silicon photomultiplier arrays were used as the photodetectors, and PETsys TOFPET2 was used as the readout electronics.
Results: The flood histograms showed that all crystals in the three types of LYSO arrays were clearly resolved. The detectors based on the 8 × 8 LYSO arrays provided a coincidence timing resolution (CTR) of 207 ± 5 ps and a DOI resolution of 3.9 ± 0.6 mm. The detectors based on the 16 × 16 LYSO arrays with normal reflectors provided a CTR of 218 ± 7 ps and a DOI resolution of 2.6 ± 0.2 mm. In comparison, the detector based on the 16 × 16 LYSO arrays with partial short reflectors provided a CTR of 228 ± 11 ps and a DOI resolution of 2.9 ± 0.3 mm, and superior crystal resolvability compared to the detectors based on the 16 × 16 LYSO arrays with normal reflectors.
Conclusion: These detectors are promising candidates for developing whole-body and brain PET scanners, offering effective sensitivity and uniform spatial resolution improvements across the field-of-view.
{"title":"Dual-ended readout TOF-DOI PET detectors based on 3.2 mm and 1.6 mm pitch LYSO arrays.","authors":"Haibo Wang, Jiahao Xie, Jinyi Qi, Simon R Cherry, Junwei Du","doi":"10.1186/s40658-025-00759-y","DOIUrl":"10.1186/s40658-025-00759-y","url":null,"abstract":"<p><strong>Background: </strong>The image quality of positron emission tomography (PET) can be significantly enhanced by using time-of-flight (TOF) and depth-of-interaction (DOI) information. PET detectors are pivotal in determining the TOF and DOI capabilities of PET scanners.</p><p><strong>Methods: </strong>This study developed and evaluated TOF-DOI PET detectors based on the dual-ended readout method and lutetium-yttrium oxyorthosilicate (LYSO) arrays with two different pitches and reflector configurations. Specifically, the performance of detectors based on three types of LYSO arrays with 20 mm thickness, 8 × 8 arrays with a 3.2 mm pitch, 16 × 16 arrays with a 1.6 mm pitch and normal reflectors, and 16 × 16 arrays with a 1.6 mm pitch and partial short reflectors, were assessed. Hamamatsu S14161-3050-08 silicon photomultiplier arrays were used as the photodetectors, and PETsys TOFPET2 was used as the readout electronics.</p><p><strong>Results: </strong>The flood histograms showed that all crystals in the three types of LYSO arrays were clearly resolved. The detectors based on the 8 × 8 LYSO arrays provided a coincidence timing resolution (CTR) of 207 ± 5 ps and a DOI resolution of 3.9 ± 0.6 mm. The detectors based on the 16 × 16 LYSO arrays with normal reflectors provided a CTR of 218 ± 7 ps and a DOI resolution of 2.6 ± 0.2 mm. In comparison, the detector based on the 16 × 16 LYSO arrays with partial short reflectors provided a CTR of 228 ± 11 ps and a DOI resolution of 2.9 ± 0.3 mm, and superior crystal resolvability compared to the detectors based on the 16 × 16 LYSO arrays with normal reflectors.</p><p><strong>Conclusion: </strong>These detectors are promising candidates for developing whole-body and brain PET scanners, offering effective sensitivity and uniform spatial resolution improvements across the field-of-view.</p>","PeriodicalId":11559,"journal":{"name":"EJNMMI Physics","volume":"12 1","pages":"51"},"PeriodicalIF":3.0,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12116964/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144157327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}