Pub Date : 2025-02-01Epub Date: 2025-01-08DOI: 10.1007/s11307-024-01979-x
Jiwei Gu, Ming-Qiang Zheng, Daniel Holden, Krista Fowles, Lin Qiu, Zachary Felchner, Li Zhang, Jim Ropchan, Robert J Gropler, Richard E Carson, Zhude Tu, Yiyun Huang, Ansel T Hillmer
Purpose: The sphingosine-1-phosphate receptor-1 (S1PR1) is involved in regulating responses to neuroimmune stimuli. There is a need for S1PR1-specific radioligands with clinically suitable brain pharmcokinetic properties to complement existing radiotracers. This work evaluated a promising S1PR1 radiotracer, [18F]TZ4877, in nonhuman primates.
Procedures: [18F]TZ4877 was produced via nucleophilic substitution of tosylate precursor with K[18F]/F- followed by deprotection. Brain PET imaging data were acquired with a Focus220 scanner in two Macaca mulatta (6, 13 years old) for 120-180 min following bolus injection of 118-163 MBq [18F]TZ4877, with arterial blood sampling and metabolite analysis to measure the parent input function and plasma free fraction (fP). Each animal was scanned at baseline, 15-18 min after 0.047-0.063 mg/kg of the S1PR1 inhibitor ponesimod, 33 min after 0.4-0.8 mg/kg of the S1PR1-specific compound TZ82112, and 167-195 min after 1 ng/kg of the immune stimulus endotoxin. Kinetic analysis with metabolite-corrected input function was performed to estimate the free fraction corrected total distribution volume (VT/fP). Whole-body dosimetry scans were acquired in 2 animals (1M, 1F) with a Biograph Vision PET/CT System, and absorbed radiation dose estimates were calculated with OLINDA.
Results: [18F]TZ4877 exhibited fast kinetics that were described by the reversible 2-tissue compartment model. Baseline [18F]TZ4877 fP was low (<1%), and [18F]TZ4877 VT/fP values were 233-866 mL/cm3. TZ82112 dose-dependently reduced [18F]TZ4877 VT/fP, while ponesimod and endotoxin exhibited negligible effects on VT/fP, possibly due to scan timing relative to dosing. Dosimetry studies identified the critical organs of gallbladder (0.42 (M) and 0.31 (F) mSv/MBq) for anesthetized nonhuman primate.
Conclusions: [18F]TZ4877 exhibits reversible kinetic properties, but the low fP value limits reproducible quantification with this radiotracer. S1PR1 is a compelling PET imaging target, and these data support pursuing alternative F-18 labeled radiotracers for potential future human studies.
{"title":"PET Imaging of Sphingosine-1-Phosphate Receptor 1 with [<sup>18</sup>F]TZ4877 in Nonhuman Primates.","authors":"Jiwei Gu, Ming-Qiang Zheng, Daniel Holden, Krista Fowles, Lin Qiu, Zachary Felchner, Li Zhang, Jim Ropchan, Robert J Gropler, Richard E Carson, Zhude Tu, Yiyun Huang, Ansel T Hillmer","doi":"10.1007/s11307-024-01979-x","DOIUrl":"10.1007/s11307-024-01979-x","url":null,"abstract":"<p><strong>Purpose: </strong>The sphingosine-1-phosphate receptor-1 (S1PR<sub>1</sub>) is involved in regulating responses to neuroimmune stimuli. There is a need for S1PR<sub>1</sub>-specific radioligands with clinically suitable brain pharmcokinetic properties to complement existing radiotracers. This work evaluated a promising S1PR<sub>1</sub> radiotracer, [<sup>18</sup>F]TZ4877, in nonhuman primates.</p><p><strong>Procedures: </strong>[<sup>18</sup>F]TZ4877 was produced via nucleophilic substitution of tosylate precursor with K[<sup>18</sup>F]/F<sup>-</sup> followed by deprotection. Brain PET imaging data were acquired with a Focus220 scanner in two Macaca mulatta (6, 13 years old) for 120-180 min following bolus injection of 118-163 MBq [<sup>18</sup>F]TZ4877, with arterial blood sampling and metabolite analysis to measure the parent input function and plasma free fraction (f<sub>P</sub>). Each animal was scanned at baseline, 15-18 min after 0.047-0.063 mg/kg of the S1PR<sub>1</sub> inhibitor ponesimod, 33 min after 0.4-0.8 mg/kg of the S1PR<sub>1</sub>-specific compound TZ82112, and 167-195 min after 1 ng/kg of the immune stimulus endotoxin. Kinetic analysis with metabolite-corrected input function was performed to estimate the free fraction corrected total distribution volume (V<sub>T</sub>/f<sub>P</sub>). Whole-body dosimetry scans were acquired in 2 animals (1M, 1F) with a Biograph Vision PET/CT System, and absorbed radiation dose estimates were calculated with OLINDA.</p><p><strong>Results: </strong>[<sup>18</sup>F]TZ4877 exhibited fast kinetics that were described by the reversible 2-tissue compartment model. Baseline [<sup>18</sup>F]TZ4877 f<sub>P</sub> was low (<1%), and [<sup>18</sup>F]TZ4877 V<sub>T</sub>/f<sub>P</sub> values were 233-866 mL/cm<sup>3</sup>. TZ82112 dose-dependently reduced [<sup>18</sup>F]TZ4877 V<sub>T</sub>/f<sub>P</sub>, while ponesimod and endotoxin exhibited negligible effects on V<sub>T</sub>/f<sub>P</sub>, possibly due to scan timing relative to dosing. Dosimetry studies identified the critical organs of gallbladder (0.42 (M) and 0.31 (F) mSv/MBq) for anesthetized nonhuman primate.</p><p><strong>Conclusions: </strong>[<sup>18</sup>F]TZ4877 exhibits reversible kinetic properties, but the low f<sub>P</sub> value limits reproducible quantification with this radiotracer. S1PR<sub>1</sub> is a compelling PET imaging target, and these data support pursuing alternative F-18 labeled radiotracers for potential future human studies.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"54-63"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142951856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2025-01-14DOI: 10.1007/s11307-024-01975-1
Giordana Salvi de Souza, Cristiane R G Furini, Jürgen W A Sijbesma, Maria Kominia, Janine Doorduin, Bruno Lima Giacobbo, Adriaan A Lammertsma, Charalampos Tsoumpas, Gert Luurtsema
Purpose: This preclinical study explored the feasibility of assessing P-glycoprotein (P-gp) function in both brain and gastrointestinal (GI) tract of rats using positron emission tomography (PET) following oral administration of [18F]MC225. Different oral administration protocols were evaluated, and radioactivity uptake was compared with uptake following intravenous administration.
Procedures: Twelve male Wistar rats were divided into four groups and subjected to intravenous or oral [18F]MC225 administration protocols: G1 (intravenous route), G2 (oral administration without fasting), G3 (oral administration with fasting), and G4 (oral administration with fasting following administration of the P-gp inhibitor tariquidar). Dynamic brain imaging, late abdominal imaging, ex vivo biodistribution, and metabolite analysis were conducted to assess tracer distribution.
Results: In the brain, oral administration yielded lower values compared with intravenous administration, resulting in a reduction in the tissue-to-plasma ratio by approximately 51% for the cortex and 45% for the midbrain and cerebellum. Fasting improved radioactivity uptake, aiding brain visualization. Unexpectedly, administration of the P-gp inhibitor tariquidar did not increase brain concentration, suggesting a signal that was dominated by non-specific uptake, possibly due to instability of [18F]MC225 in the GI tract. Metabolite analysis in G4 indicated a significant presence of polar metabolites.
Conclusions: Oral administration of [18F]MC225 faces challenges and, at this stage, cannot be used to quantify P-gp function. Further research to assess tracer stability and metabolism in the stomach and intestine will be essential for advancing the feasibility of oral tracer administration.
{"title":"Oral Administration of [<sup>18</sup>F]MC225 for Quantification of P-glycoprotein Function: A Feasibility Study.","authors":"Giordana Salvi de Souza, Cristiane R G Furini, Jürgen W A Sijbesma, Maria Kominia, Janine Doorduin, Bruno Lima Giacobbo, Adriaan A Lammertsma, Charalampos Tsoumpas, Gert Luurtsema","doi":"10.1007/s11307-024-01975-1","DOIUrl":"10.1007/s11307-024-01975-1","url":null,"abstract":"<p><strong>Purpose: </strong>This preclinical study explored the feasibility of assessing P-glycoprotein (P-gp) function in both brain and gastrointestinal (GI) tract of rats using positron emission tomography (PET) following oral administration of [<sup>18</sup>F]MC225. Different oral administration protocols were evaluated, and radioactivity uptake was compared with uptake following intravenous administration.</p><p><strong>Procedures: </strong>Twelve male Wistar rats were divided into four groups and subjected to intravenous or oral [<sup>18</sup>F]MC225 administration protocols: G<sub>1</sub> (intravenous route), G<sub>2</sub> (oral administration without fasting), G<sub>3</sub> (oral administration with fasting), and G<sub>4</sub> (oral administration with fasting following administration of the P-gp inhibitor tariquidar). Dynamic brain imaging, late abdominal imaging, ex vivo biodistribution, and metabolite analysis were conducted to assess tracer distribution.</p><p><strong>Results: </strong>In the brain, oral administration yielded lower values compared with intravenous administration, resulting in a reduction in the tissue-to-plasma ratio by approximately 51% for the cortex and 45% for the midbrain and cerebellum. Fasting improved radioactivity uptake, aiding brain visualization. Unexpectedly, administration of the P-gp inhibitor tariquidar did not increase brain concentration, suggesting a signal that was dominated by non-specific uptake, possibly due to instability of [<sup>18</sup>F]MC225 in the GI tract. Metabolite analysis in G<sub>4</sub> indicated a significant presence of polar metabolites.</p><p><strong>Conclusions: </strong>Oral administration of [<sup>18</sup>F]MC225 faces challenges and, at this stage, cannot be used to quantify P-gp function. Further research to assess tracer stability and metabolism in the stomach and intestine will be essential for advancing the feasibility of oral tracer administration.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"89-98"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11805767/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142984239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2024-12-09DOI: 10.1007/s11307-024-01969-z
Olivia C Sehl, Yanwen Yang, Ariana R Anjier, Dmitry Nevozhay, Donghang Cheng, Kelvin Guo, Benjamin Fellows, Abdul Rahman Mohtasebzadeh, Erica E Mason, Toby Sanders, Petrina Kim, David Trease, Dimpy Koul, Patrick W Goodwill, Konstantin Sokolov, Max Wintermark, Nancy Gordon, Joan M Greve, Vidya Gopalakrishnan
Purpose: Clinical adoption of NK cell immunotherapy is underway for medulloblastoma and osteosarcoma, however there is currently little feedback on cell fate after administration. We propose magnetic particle imaging (MPI) may have applications for the quantitative detection of NK cells.
Procedures: Human-derived NK-92 cells were labeled by co-incubation with iron oxide nanoparticles (VivoTrax™) for 24 h then excess nanoparticles were washed with centrifugation. Cytolytic activity of labeled versus unlabeled NK-92 cells was assessed after 4 h of co-incubation with medulloblastoma cells (DAOY) or osteosarcoma cells (LM7 or OS17). Labeled NK-92 cells at two different doses (0.5 or 1 × 106) were administered to excised mouse brains (cerebellum), fibulas, and lungs then imaged by 3D preclinical MPI (MOMENTUM™) for detection relative to fiducial markers. NK-92 cells were also imaged by clinical-scale MPI under development at Magnetic Insight Inc.
Results: NK-92 cells were labeled with an average of 3.17 pg Fe/cell with no measurable effects on cell viability or cytolytic activity against 3 tumor cell lines. MPI signal was directly quantitative with the number of labeled NK-92 cells, with preclinical limit of detection of 3.1 × 104 cells on MOMENTUM imager. Labeled NK-92 cells could be accurately localized in mouse brains, fibulas, and lungs within < 1 mm of stereotactic injection coordinates with preclinical scanner. Feasibility for detection on a clinical-scale MPI scanner was demonstrated using 4 × 107 labeled NK-92 cells, which is in the range of NK cell doses administered in our previous clinical trial.
Conclusion: MPI can provide sensitive, quantitative, and accurate spatial information on NK cells soon after delivery, showing initial promise to address a significant unmet clinical need to track NK cell fate in patients.
{"title":"Preclinical and Clinical-Scale Magnetic Particle Imaging of Natural Killer Cells: in vitro and ex vivo Demonstration of Cellular Sensitivity, Resolution, and Quantification.","authors":"Olivia C Sehl, Yanwen Yang, Ariana R Anjier, Dmitry Nevozhay, Donghang Cheng, Kelvin Guo, Benjamin Fellows, Abdul Rahman Mohtasebzadeh, Erica E Mason, Toby Sanders, Petrina Kim, David Trease, Dimpy Koul, Patrick W Goodwill, Konstantin Sokolov, Max Wintermark, Nancy Gordon, Joan M Greve, Vidya Gopalakrishnan","doi":"10.1007/s11307-024-01969-z","DOIUrl":"10.1007/s11307-024-01969-z","url":null,"abstract":"<p><strong>Purpose: </strong>Clinical adoption of NK cell immunotherapy is underway for medulloblastoma and osteosarcoma, however there is currently little feedback on cell fate after administration. We propose magnetic particle imaging (MPI) may have applications for the quantitative detection of NK cells.</p><p><strong>Procedures: </strong>Human-derived NK-92 cells were labeled by co-incubation with iron oxide nanoparticles (VivoTrax™) for 24 h then excess nanoparticles were washed with centrifugation. Cytolytic activity of labeled versus unlabeled NK-92 cells was assessed after 4 h of co-incubation with medulloblastoma cells (DAOY) or osteosarcoma cells (LM7 or OS17). Labeled NK-92 cells at two different doses (0.5 or 1 × 10<sup>6</sup>) were administered to excised mouse brains (cerebellum), fibulas, and lungs then imaged by 3D preclinical MPI (MOMENTUM™) for detection relative to fiducial markers. NK-92 cells were also imaged by clinical-scale MPI under development at Magnetic Insight Inc.</p><p><strong>Results: </strong>NK-92 cells were labeled with an average of 3.17 pg Fe/cell with no measurable effects on cell viability or cytolytic activity against 3 tumor cell lines. MPI signal was directly quantitative with the number of labeled NK-92 cells, with preclinical limit of detection of 3.1 × 10<sup>4</sup> cells on MOMENTUM imager. Labeled NK-92 cells could be accurately localized in mouse brains, fibulas, and lungs within < 1 mm of stereotactic injection coordinates with preclinical scanner. Feasibility for detection on a clinical-scale MPI scanner was demonstrated using 4 × 10<sup>7</sup> labeled NK-92 cells, which is in the range of NK cell doses administered in our previous clinical trial.</p><p><strong>Conclusion: </strong>MPI can provide sensitive, quantitative, and accurate spatial information on NK cells soon after delivery, showing initial promise to address a significant unmet clinical need to track NK cell fate in patients.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"78-88"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142801756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2025-01-02DOI: 10.1007/s11307-024-01980-4
Huanhuan Yang, Qiting Wu, Lin Li, Yin Wu
Purpose: Proton exchange rate (Kex) is a valuable biophysical metric. Kex MRI may augment conventional structural MRI by revealing brain impairments at the molecular level. This study aimed to investigate the feasibility of Kex MRI in evaluating brain injuries at multiple epilepsy stages.
Procedures: Six adult rats with epilepsy induced by intra-amygdalae administration of kainic acid (KA) underwent MRI experiment at 11.7 T. Two MRI scans, including T1 mapping and CEST imaging under three B1 amplitudes of 0.75, 1.0, and 1.5 μT, were conducted before and 2, 7, and 28 days after KA injection. Quasi-steady-state analysis was performed to reconstruct equilibrium Z spectra. Direct saturation was resolved using a multi-pool Lorentzian model and removed from Z spectra. The residual spectral signal (ΔZ) was used to construct the omega plot of (1-ΔZ)/ΔZ as a linear function of 1/ , from which Kex was quantified from the X-axis intercept. One-way ANOVA or two-tailed paired student's t-test was employed with P < 0.05 as statistically significant.
Results: All animals exhibited repetitive status epilepticus with IV to V seizure stages after KA injection. At day 28, Kex values in the hippocampus and cerebral cortex at the surgical hemisphere with KA injection were significantly higher than that at the time points of control and/or day 2 in the same regions (P < 0.01). Moreover, the values were significantly higher than that in respective contralateral regions at day 28 (P < 0.02). No substantial changes of Kex were seen in bilateral thalamus or contralateral hemisphere among time points (all P > 0.05).
Conclusions: Kex increase significantly in the cerebral cortex and hippocampus at the surgical hemisphere, especially at day 28, likely due to substantial alterations at chronic epilepsy stage. Kex MRI is promising to evaluate brain impairment, facilitating the diagnosis and evaluation of neurological disorders.
{"title":"Evaluation of Brain Impairment Using Proton Exchange Rate MRI in a Kainic Acid-Induced Rat Model of Epilepsy.","authors":"Huanhuan Yang, Qiting Wu, Lin Li, Yin Wu","doi":"10.1007/s11307-024-01980-4","DOIUrl":"10.1007/s11307-024-01980-4","url":null,"abstract":"<p><strong>Purpose: </strong>Proton exchange rate (K<sub>ex</sub>) is a valuable biophysical metric. K<sub>ex</sub> MRI may augment conventional structural MRI by revealing brain impairments at the molecular level. This study aimed to investigate the feasibility of K<sub>ex</sub> MRI in evaluating brain injuries at multiple epilepsy stages.</p><p><strong>Procedures: </strong>Six adult rats with epilepsy induced by intra-amygdalae administration of kainic acid (KA) underwent MRI experiment at 11.7 T. Two MRI scans, including T<sub>1</sub> mapping and CEST imaging under three B<sub>1</sub> amplitudes of 0.75, 1.0, and 1.5 μT, were conducted before and 2, 7, and 28 days after KA injection. Quasi-steady-state analysis was performed to reconstruct equilibrium Z spectra. Direct saturation was resolved using a multi-pool Lorentzian model and removed from Z spectra. The residual spectral signal (ΔZ) was used to construct the omega plot of (1-ΔZ)/ΔZ as a linear function of 1/ <math><msubsup><mi>ω</mi> <mrow><mn>1</mn></mrow> <mn>2</mn></msubsup> </math> , from which K<sub>ex</sub> was quantified from the X-axis intercept. One-way ANOVA or two-tailed paired student's t-test was employed with P < 0.05 as statistically significant.</p><p><strong>Results: </strong>All animals exhibited repetitive status epilepticus with IV to V seizure stages after KA injection. At day 28, K<sub>ex</sub> values in the hippocampus and cerebral cortex at the surgical hemisphere with KA injection were significantly higher than that at the time points of control and/or day 2 in the same regions (P < 0.01). Moreover, the values were significantly higher than that in respective contralateral regions at day 28 (P < 0.02). No substantial changes of K<sub>ex</sub> were seen in bilateral thalamus or contralateral hemisphere among time points (all P > 0.05).</p><p><strong>Conclusions: </strong>K<sub>ex</sub> increase significantly in the cerebral cortex and hippocampus at the surgical hemisphere, especially at day 28, likely due to substantial alterations at chronic epilepsy stage. K<sub>ex</sub> MRI is promising to evaluate brain impairment, facilitating the diagnosis and evaluation of neurological disorders.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"1-9"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142922100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Purpose: Radionuclide-labeled fibroblast activation protein inhibitor (FAPI) is an emerging tumor tracer. We sought to assess the uptake and diagnostic performance of 18F-FAPI-42 PET/CT compared with simultaneous 2-deoxy-2[18F]fluoro-D-glucose (18F-FDG) PET/CT in primary and metastatic lesions in patients with malignant digestive system neoplasms and to determine the potential clinical benefit.
Procedures: Forty-two patients (men = 30, women = 12, mean age = 56.71 ± 13.26 years) who underwent 18F-FDG PET/CT and 18F-FAPI-42 PET/CT simultaneously for diagnosis, staging, and restaging were enrolled. Quantitative data, including standardized uptake value (SUV), tumor-to-liver ratio (TLR), and tumor-to-blood pool ratio (TBR), were analyzed. Two independent readers performed a visual assessment of lesion number and location on PET/CT images. Interobserver agreement between two examinations was calculated using Cohen's kappa (κ).
Results: Primary tumor locations included the liver (n = 20), stomach (n = 9), pancreas (n = 5), and intestine (n = 10). More intense 18F-FAPI-42 uptake and higher tumor-to-background contrast were detected in most primary and metastatic lesions compared with 18F-FDG, contributing to improved diagnostic accuracy ranging from 95.24% to 100%. Moreover, additional lesions showing 18F-FAPI-42 uptake in primary, locoregional and distant metastatic lesions were visualized, especially in multiple liver and peritoneal metastases. Patient-based interobserver agreement varied from moderate to strong, with suboptimal outcomes observed in primary tumors (κ = 0.441, P = 0.01) and preferable results derived from metastatic liver and bone lesions (κ = 1 and 0.896, both P < 0.01). 18F-FAPI-42 PET/CT resulted in modified treatment strategies for 40.48% (17/42) of patients, while 18F-FDG PET/CT led to altered therapeutic regimens in only 4.8% (2/42) of patients.
Conclusions: In selected patients with malignant digestive system neoplasms, our study shows that 18F-FAPI-42 PET/CT is a promising alternative for assessing primary tumors and metastases and aiding staging, restaging, and decision-making, with higher uptake and better lesion visualization compared with 18F-FDG. Additionally, it may shed light into the treatment selection and response assessment for FAP-targeted therapy or immunotherapy.
{"title":"<sup>18</sup>F-FAPI-42 PET/CT and <sup>18</sup>F-FDG PET/CT in Patients with Malignant Digestive System Neoplasms: A Head-to-Head Comparative Study.","authors":"Min Xiong, HongJi You, Jingmin Feng, Yipei Liu, Xiaoming Luo, Ying Liu, Sheng-Nan Jiang","doi":"10.1007/s11307-025-01982-w","DOIUrl":"10.1007/s11307-025-01982-w","url":null,"abstract":"<p><strong>Purpose: </strong>Radionuclide-labeled fibroblast activation protein inhibitor (FAPI) is an emerging tumor tracer. We sought to assess the uptake and diagnostic performance of <sup>18</sup>F-FAPI-42 PET/CT compared with simultaneous 2-deoxy-2[<sup>18</sup>F]fluoro-D-glucose (<sup>18</sup>F-FDG) PET/CT in primary and metastatic lesions in patients with malignant digestive system neoplasms and to determine the potential clinical benefit.</p><p><strong>Procedures: </strong>Forty-two patients (men = 30, women = 12, mean age = 56.71 ± 13.26 years) who underwent <sup>18</sup>F-FDG PET/CT and <sup>18</sup>F-FAPI-42 PET/CT simultaneously for diagnosis, staging, and restaging were enrolled. Quantitative data, including standardized uptake value (SUV), tumor-to-liver ratio (TLR), and tumor-to-blood pool ratio (TBR), were analyzed. Two independent readers performed a visual assessment of lesion number and location on PET/CT images. Interobserver agreement between two examinations was calculated using Cohen's kappa (κ).</p><p><strong>Results: </strong>Primary tumor locations included the liver (n = 20), stomach (n = 9), pancreas (n = 5), and intestine (n = 10). More intense <sup>18</sup>F-FAPI-42 uptake and higher tumor-to-background contrast were detected in most primary and metastatic lesions compared with <sup>18</sup>F-FDG, contributing to improved diagnostic accuracy ranging from 95.24% to 100%. Moreover, additional lesions showing <sup>18</sup>F-FAPI-42 uptake in primary, locoregional and distant metastatic lesions were visualized, especially in multiple liver and peritoneal metastases. Patient-based interobserver agreement varied from moderate to strong, with suboptimal outcomes observed in primary tumors (κ = 0.441, P = 0.01) and preferable results derived from metastatic liver and bone lesions (κ = 1 and 0.896, both P < 0.01). <sup>18</sup>F-FAPI-42 PET/CT resulted in modified treatment strategies for 40.48% (17/42) of patients, while <sup>18</sup>F-FDG PET/CT led to altered therapeutic regimens in only 4.8% (2/42) of patients.</p><p><strong>Conclusions: </strong>In selected patients with malignant digestive system neoplasms, our study shows that <sup>18</sup>F-FAPI-42 PET/CT is a promising alternative for assessing primary tumors and metastases and aiding staging, restaging, and decision-making, with higher uptake and better lesion visualization compared with <sup>18</sup>F-FDG. Additionally, it may shed light into the treatment selection and response assessment for FAP-targeted therapy or immunotherapy.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"131-141"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142978782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2025-01-14DOI: 10.1007/s11307-024-01970-6
Zhengquan Hu, Jinyan Liu, Haoyu Deng, Na Chen, Lu Chen, Sha Wang, Tingting Long, Jia Tan, Shuo Hu
Purpose: The accurate assessment of inflammatory activity of the extraocular muscles (EOMs) in thyroid associated ophthalmopathy (TAO) is crucial for formulating subsequent treatment strategies and prognostic judgments. This study aims to explore the efficacy of using [68Ga]DOTATATE PET/CT to assess the inflammatory activity of EOMs in TAO patients.
Procedures: This study enrolled 22 TAO patients and 6 healthy volunteers, all of whom underwent orbital [68Ga]DOTATATE PET/CT. Among these, 18 patients underwent orbital [99mTc]DTPA SPECT/CT within one week, and the other 4 patients received orbital MRI. All imaging data were independently assessed, followed by comparative data analysis. The patients then received different treatment schemes, and their prognosis was followed up.
Results: [68Ga]DOTATATE PET/CT could effectively evaluate the inflammatory activity of the EOMs in TAO patients and demonstrate good consistency with [99mTc]DTPA SPECT/CT and orbital MRI, but show a better resolution to distinguish EOMs and surrounding structure. The receiver operating characteristic (ROC) curves for each EOM, treated as individual research units, exhibited an area under the curve (AUC) exceeding 0.9. The medial rectus demonstrated the highest involvement and diagnostic accuracy(AUC = 0.976, P < 0.001). Patients treated with glucocorticoids showed significantly higher SUVmax in EOMs compared to those receiving symptomatic treatment (P < 0.01).
Conclusions: [68Ga]DOTATATE PET/CT is a reliable method for assessing the inflammatory activity of EOMs in TAO patients, providing strong objective evidence for the precise diagnosis and treatment.
{"title":"Evaluation of Inflammatory Activity of Extraocular Muscles in Thyroid Associated Orbitopathy by [<sup>68</sup>Ga]DOTATATE PET/CT.","authors":"Zhengquan Hu, Jinyan Liu, Haoyu Deng, Na Chen, Lu Chen, Sha Wang, Tingting Long, Jia Tan, Shuo Hu","doi":"10.1007/s11307-024-01970-6","DOIUrl":"10.1007/s11307-024-01970-6","url":null,"abstract":"<p><strong>Purpose: </strong>The accurate assessment of inflammatory activity of the extraocular muscles (EOMs) in thyroid associated ophthalmopathy (TAO) is crucial for formulating subsequent treatment strategies and prognostic judgments. This study aims to explore the efficacy of using [<sup>68</sup>Ga]DOTATATE PET/CT to assess the inflammatory activity of EOMs in TAO patients.</p><p><strong>Procedures: </strong>This study enrolled 22 TAO patients and 6 healthy volunteers, all of whom underwent orbital [<sup>68</sup>Ga]DOTATATE PET/CT. Among these, 18 patients underwent orbital [<sup>99m</sup>Tc]DTPA SPECT/CT within one week, and the other 4 patients received orbital MRI. All imaging data were independently assessed, followed by comparative data analysis. The patients then received different treatment schemes, and their prognosis was followed up.</p><p><strong>Results: </strong>[<sup>68</sup>Ga]DOTATATE PET/CT could effectively evaluate the inflammatory activity of the EOMs in TAO patients and demonstrate good consistency with [<sup>99m</sup>Tc]DTPA SPECT/CT and orbital MRI, but show a better resolution to distinguish EOMs and surrounding structure. The receiver operating characteristic (ROC) curves for each EOM, treated as individual research units, exhibited an area under the curve (AUC) exceeding 0.9. The medial rectus demonstrated the highest involvement and diagnostic accuracy(AUC = 0.976, P < 0.001). Patients treated with glucocorticoids showed significantly higher SUVmax in EOMs compared to those receiving symptomatic treatment (P < 0.01).</p><p><strong>Conclusions: </strong>[<sup>68</sup>Ga]DOTATATE PET/CT is a reliable method for assessing the inflammatory activity of EOMs in TAO patients, providing strong objective evidence for the precise diagnosis and treatment.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"120-130"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142984235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2025-01-14DOI: 10.1007/s11307-024-01978-y
Juan A Azcona, Anja S Wacker, Chul-Hee Lee, Edward K Fung, Thomas M Jeitner, Onorina L Manzo, Annarita Di Lorenzo, John W Babich, Alejandro Amor-Coarasa, James M Kelly
Purpose: Treatment of pediatric cancers with doxorubicin is a common and predictable cause of cardiomyopathy. Early diagnosis of treatment-induced cardiotoxicity and intervention are major determinants for the prevention of advanced disease. The onset of cardiomyopathies is often accompanied by profound changes in lipid metabolism, including an enhanced uptake of short-chain fatty acids (SCFA). Therefore, we explored the utility of 2-[18F]fluoropropionic acid ([18F]FPA), an SCFA analog, as an imaging biomarker of cardiac injury in mice exposed to doxorubicin.
Procedures: Cardiotoxicity and cardiac dysfunction were induced in mice by an 8-dose regimen of doxorubicin (cumulative dose 24 mg/kg) administered over 14 days. The effects of doxorubicin exposure were assessed by measurement of heart weights, left ventricular ejection fractions, and blood cardiac troponin levels. Whole body and cardiac [18F]FPA uptakes were determined by PET and tissue gamma counting in the presence or absence of AZD3965, a pharmacological inhibitor of monocarboxylate transporter 1 (MCT1). Radiation absorbed doses were estimated using tissue time-activity concentrations.
Results: Significantly higher cardiac [18F]FPA uptake was observed in doxorubicin-treated animals. This uptake remained constant from 30 to 120 min post-injection. Pharmacological inhibition of MCT1-mediated transport by AZD3965 selectively decreased the uptake of [18F]FPA in tissues other than the heart. Co-administration of [18F]FPA and AZD3965 enhanced the imaging contrast of the diseased heart while reducing overall exposure to radioactivity.
Conclusions: [18F]FPA, especially when co-administered with AZD3965, is a new tool for imaging changes in fatty acid metabolism occurring in response to doxorubicin-induced cardiomyopathy by PET.
{"title":"2-[<sup>18</sup>F]Fluoropropionic Acid PET Imaging of Doxorubicin-Induced Cardiotoxicity.","authors":"Juan A Azcona, Anja S Wacker, Chul-Hee Lee, Edward K Fung, Thomas M Jeitner, Onorina L Manzo, Annarita Di Lorenzo, John W Babich, Alejandro Amor-Coarasa, James M Kelly","doi":"10.1007/s11307-024-01978-y","DOIUrl":"10.1007/s11307-024-01978-y","url":null,"abstract":"<p><strong>Purpose: </strong>Treatment of pediatric cancers with doxorubicin is a common and predictable cause of cardiomyopathy. Early diagnosis of treatment-induced cardiotoxicity and intervention are major determinants for the prevention of advanced disease. The onset of cardiomyopathies is often accompanied by profound changes in lipid metabolism, including an enhanced uptake of short-chain fatty acids (SCFA). Therefore, we explored the utility of 2-[<sup>18</sup>F]fluoropropionic acid ([<sup>18</sup>F]FPA), an SCFA analog, as an imaging biomarker of cardiac injury in mice exposed to doxorubicin.</p><p><strong>Procedures: </strong>Cardiotoxicity and cardiac dysfunction were induced in mice by an 8-dose regimen of doxorubicin (cumulative dose 24 mg/kg) administered over 14 days. The effects of doxorubicin exposure were assessed by measurement of heart weights, left ventricular ejection fractions, and blood cardiac troponin levels. Whole body and cardiac [<sup>18</sup>F]FPA uptakes were determined by PET and tissue gamma counting in the presence or absence of AZD3965, a pharmacological inhibitor of monocarboxylate transporter 1 (MCT1). Radiation absorbed doses were estimated using tissue time-activity concentrations.</p><p><strong>Results: </strong>Significantly higher cardiac [<sup>18</sup>F]FPA uptake was observed in doxorubicin-treated animals. This uptake remained constant from 30 to 120 min post-injection. Pharmacological inhibition of MCT1-mediated transport by AZD3965 selectively decreased the uptake of [<sup>18</sup>F]FPA in tissues other than the heart. Co-administration of [<sup>18</sup>F]FPA and AZD3965 enhanced the imaging contrast of the diseased heart while reducing overall exposure to radioactivity.</p><p><strong>Conclusions: </strong>[<sup>18</sup>F]FPA, especially when co-administered with AZD3965, is a new tool for imaging changes in fatty acid metabolism occurring in response to doxorubicin-induced cardiomyopathy by PET.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"109-119"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11805620/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142984228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2024-12-04DOI: 10.1007/s11307-024-01963-5
Irene Canavesi, Navin Viswakarma, Boris Epel, Mrignayani Kotecha
<p><strong>Purpose: </strong>Type 1 diabetes (T1D) is an autoimmune disease that leads to the loss of insulin-producing pancreatic beta cells. Beta cell replacement devices or bioartificial pancreas (BAP) have shown promise in curing T1D and providing long-term insulin independence without the need for immunosuppressants. Hypoxia in BAP devices damages cells and imposes limitations on device dimensions. Noninvasive in vivo oxygen imaging assessment of implanted BAP devices will provide the necessary feedback and improve the chances of success. Pulse-mode electron paramagnetic resonance (EPR) oxygen imaging (EPROI) using injectable trityl OX071 as the oxygen-sensitive agent is an excellent technique for obtaining partial oxygen pressure (pO<sub>2</sub>) maps in vitro and in vivo. In this study, our goal was to optimize in vivo mouse abdominal EPROI and demonstrate proof-of-concept pO<sub>2</sub> imaging of subcutaneously implanted BAP devices.</p><p><strong>Methods: </strong>All EPROI experiments were performed using a 25 mT EPROI instrument, JIVA-25®. For in vivo EPROI experiments, trityl OX071, a whole-body mouse resonator (∅32 mm × 35 mm), C57BL6 mice, and the inversion recovery electron spin echo (IRESE) pulse sequence were utilized. We investigated the signal amplitude and pO<sub>2</sub> in mouse abdomen region for intravenous (i.v.) and intraperitoneal (i.p.) injection methods with either only a single bolus (B) or bolus plus infusion (BI) for 72.2 mM OX071 and the effect of OX071 concentrations from 18 to 72.2 mM for the i.p.-B injection method. We also investigated the impact of animal respiratory rate on mouse abdominal pO<sub>2</sub>. Finally, we performed proof-of-concept pO<sub>2</sub> imaging of two subcutaneously implanted BAP devices, OxySite and TheraCyte. At the end of the four-week study, the TheraCyte devices were extracted and analyzed for fibrosis, vascular differentiation, and immune cell infiltration.</p><p><strong>Results: </strong>We established that mouse abdominal pO<sub>2</sub> remains stable irrespective of trityl injection methods, concentrations, imaging time, or animal breathing rate. We demonstrate that the i.p.-B and i.p.-BI methods are suitable for EPROI, and i.p.-B method provides higher signal amplitude compared to i.v.-BI and up to 75 min of imaging. An injection with a reduced trityl concentration and higher volume provides higher signal amplitude for i.p.-B method at the beginning. We also highlight the advantage of milder anesthesia for consistent, reliable mouse pO<sub>2</sub> imaging. Finally, we demonstrate that EPROI could provide longitudinal noninvasive oxygen assessment of subcutaneously implanted BAP devices in vivo.</p><p><strong>Conclusions: </strong>In vivo EPROI is a reliable technique for mouse abdominal oxygen imaging and longitudinal assessment of subcutaneously implanted BAP devices noninvasively. This work reports abdominal oxygen imaging in the mouse model and demonstrates its application
{"title":"In Vivo Mouse Abdominal Oxygen Imaging And Assessment of Subcutaneously Implanted Beta Cell Replacement Devices.","authors":"Irene Canavesi, Navin Viswakarma, Boris Epel, Mrignayani Kotecha","doi":"10.1007/s11307-024-01963-5","DOIUrl":"10.1007/s11307-024-01963-5","url":null,"abstract":"<p><strong>Purpose: </strong>Type 1 diabetes (T1D) is an autoimmune disease that leads to the loss of insulin-producing pancreatic beta cells. Beta cell replacement devices or bioartificial pancreas (BAP) have shown promise in curing T1D and providing long-term insulin independence without the need for immunosuppressants. Hypoxia in BAP devices damages cells and imposes limitations on device dimensions. Noninvasive in vivo oxygen imaging assessment of implanted BAP devices will provide the necessary feedback and improve the chances of success. Pulse-mode electron paramagnetic resonance (EPR) oxygen imaging (EPROI) using injectable trityl OX071 as the oxygen-sensitive agent is an excellent technique for obtaining partial oxygen pressure (pO<sub>2</sub>) maps in vitro and in vivo. In this study, our goal was to optimize in vivo mouse abdominal EPROI and demonstrate proof-of-concept pO<sub>2</sub> imaging of subcutaneously implanted BAP devices.</p><p><strong>Methods: </strong>All EPROI experiments were performed using a 25 mT EPROI instrument, JIVA-25®. For in vivo EPROI experiments, trityl OX071, a whole-body mouse resonator (∅32 mm × 35 mm), C57BL6 mice, and the inversion recovery electron spin echo (IRESE) pulse sequence were utilized. We investigated the signal amplitude and pO<sub>2</sub> in mouse abdomen region for intravenous (i.v.) and intraperitoneal (i.p.) injection methods with either only a single bolus (B) or bolus plus infusion (BI) for 72.2 mM OX071 and the effect of OX071 concentrations from 18 to 72.2 mM for the i.p.-B injection method. We also investigated the impact of animal respiratory rate on mouse abdominal pO<sub>2</sub>. Finally, we performed proof-of-concept pO<sub>2</sub> imaging of two subcutaneously implanted BAP devices, OxySite and TheraCyte. At the end of the four-week study, the TheraCyte devices were extracted and analyzed for fibrosis, vascular differentiation, and immune cell infiltration.</p><p><strong>Results: </strong>We established that mouse abdominal pO<sub>2</sub> remains stable irrespective of trityl injection methods, concentrations, imaging time, or animal breathing rate. We demonstrate that the i.p.-B and i.p.-BI methods are suitable for EPROI, and i.p.-B method provides higher signal amplitude compared to i.v.-BI and up to 75 min of imaging. An injection with a reduced trityl concentration and higher volume provides higher signal amplitude for i.p.-B method at the beginning. We also highlight the advantage of milder anesthesia for consistent, reliable mouse pO<sub>2</sub> imaging. Finally, we demonstrate that EPROI could provide longitudinal noninvasive oxygen assessment of subcutaneously implanted BAP devices in vivo.</p><p><strong>Conclusions: </strong>In vivo EPROI is a reliable technique for mouse abdominal oxygen imaging and longitudinal assessment of subcutaneously implanted BAP devices noninvasively. This work reports abdominal oxygen imaging in the mouse model and demonstrates its application ","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"64-77"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142780597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The imposter phenomenon (IP) is a destructive set of beliefs, traits, and experiences in which high-achieving individuals fail to internalize their accomplishments and falsely perceive themselves as frauds. IP is a function of underrepresentation and contributes to and perpetuates a cycle of low self-worth, perfectionism, and anxiety, all of which negatively affect job performance and reinforce the IP cycle. Mitigating the deleterious effects of IP requires first naming this phenomenon and recognizing the patterns of IP. In this article, we summarize pertinent social science literature on this topic and share experiences of IP as told by the authors and anonymous contributors. We highlight the potential destructive effects of IP, as well as strategies that mentors and trainees can utilize to counter this phenomenon.
{"title":"Visions by WIMIN: Imposter Phenomenon.","authors":"Eman Akam-Baxter, Christine M O'Brien, Sanhita Sinharay, Veronica Clavijo-Jordan, Susana Bulnes Rodriguez, Jenny Nneka Ijoma, Anmol Kustagi, Mahnue Sahn, Fatoumata Diop, Kyeara Mack, Natasha Malonza, Natalia Herrero Alvarez","doi":"10.1007/s11307-024-01971-5","DOIUrl":"10.1007/s11307-024-01971-5","url":null,"abstract":"<p><p>The imposter phenomenon (IP) is a destructive set of beliefs, traits, and experiences in which high-achieving individuals fail to internalize their accomplishments and falsely perceive themselves as frauds. IP is a function of underrepresentation and contributes to and perpetuates a cycle of low self-worth, perfectionism, and anxiety, all of which negatively affect job performance and reinforce the IP cycle. Mitigating the deleterious effects of IP requires first naming this phenomenon and recognizing the patterns of IP. In this article, we summarize pertinent social science literature on this topic and share experiences of IP as told by the authors and anonymous contributors. We highlight the potential destructive effects of IP, as well as strategies that mentors and trainees can utilize to counter this phenomenon.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"17-22"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142951859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-01Epub Date: 2025-01-15DOI: 10.1007/s11307-025-01981-x
Isaac Shiri, Yazdan Salimi, Pooya Mohammadi Kazaj, Sara Bagherieh, Mehdi Amini, Abdollah Saberi Manesh, Habib Zaidi
Purpose: We aim to perform radiogenomic profiling of breast cancer tumors using dynamic contrast magnetic resonance imaging (MRI) for the estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) genes.
Methods: The dataset used in the current study consists of imaging data of 922 biopsy-confirmed invasive breast cancer patients with ER, PR, and HER2 gene mutation status. Breast MR images, including a T1-weighted pre-contrast sequence and three post-contrast sequences, were enrolled for analysis. All images were corrected using N4 bias correction algorithms. Based on all images and tumor masks, a bounding box of 128 × 128 × 68 was chosen to include all tumor regions. All networks were implemented in 3D fashion with input sizes of 128 × 128 × 68, and four images were input to each network for multi-channel analysis. Data were randomly split into train/validation (80%) and test set (20%) with stratification in class (patient-wise), and all metrics were reported in 20% of the untouched test dataset.
Results: For ER prediction, SEResNet50 achieved an AUC mean of 0.695 (CI95%: 0.610-0.775), a sensitivity of 0.564, and a specificity of 0.787. For PR prediction, ResNet34 achieved an AUC mean of 0.658 (95% CI: 0.573-0.741), a sensitivity of 0.593, and a specificity of 0.734. For HER2 prediction, SEResNext101 achieved an AUC mean of 0.698 (95% CI: 0.560-0.822), a sensitivity of 0.750, and a specificity of 0.625.
Conclusion: The current study demonstrated the feasibility of imaging gene-phenotype decoding in breast tumors using MR images and deep learning algorithms with moderate performance.
{"title":"Deep Radiogenomics Sequencing for Breast Tumor Gene-Phenotype Decoding Using Dynamic Contrast Magnetic Resonance Imaging.","authors":"Isaac Shiri, Yazdan Salimi, Pooya Mohammadi Kazaj, Sara Bagherieh, Mehdi Amini, Abdollah Saberi Manesh, Habib Zaidi","doi":"10.1007/s11307-025-01981-x","DOIUrl":"10.1007/s11307-025-01981-x","url":null,"abstract":"<p><strong>Purpose: </strong>We aim to perform radiogenomic profiling of breast cancer tumors using dynamic contrast magnetic resonance imaging (MRI) for the estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) genes.</p><p><strong>Methods: </strong>The dataset used in the current study consists of imaging data of 922 biopsy-confirmed invasive breast cancer patients with ER, PR, and HER2 gene mutation status. Breast MR images, including a T1-weighted pre-contrast sequence and three post-contrast sequences, were enrolled for analysis. All images were corrected using N4 bias correction algorithms. Based on all images and tumor masks, a bounding box of 128 × 128 × 68 was chosen to include all tumor regions. All networks were implemented in 3D fashion with input sizes of 128 × 128 × 68, and four images were input to each network for multi-channel analysis. Data were randomly split into train/validation (80%) and test set (20%) with stratification in class (patient-wise), and all metrics were reported in 20% of the untouched test dataset.</p><p><strong>Results: </strong>For ER prediction, SEResNet50 achieved an AUC mean of 0.695 (CI95%: 0.610-0.775), a sensitivity of 0.564, and a specificity of 0.787. For PR prediction, ResNet34 achieved an AUC mean of 0.658 (95% CI: 0.573-0.741), a sensitivity of 0.593, and a specificity of 0.734. For HER2 prediction, SEResNext101 achieved an AUC mean of 0.698 (95% CI: 0.560-0.822), a sensitivity of 0.750, and a specificity of 0.625.</p><p><strong>Conclusion: </strong>The current study demonstrated the feasibility of imaging gene-phenotype decoding in breast tumors using MR images and deep learning algorithms with moderate performance.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"32-43"},"PeriodicalIF":3.0,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11805855/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}