Molecular Imaging and Biology最新文献

{"title":"Attenuation Estimation and Acoustic Characterization of Mouse Lymph Node Tumor Using High-frequency Ultrasound.","authors":"Masaaki Omura, Kazuki Maeda, Kazuki Tamura, Kenji Yoshida, Ariunbuyan Sukhbaatar, Tetsuya Kodama, Tadashi Yamaguchi","doi":"10.1007/s11307-025-02007-2","DOIUrl":"10.1007/s11307-025-02007-2","url":null,"abstract":"<p><strong>Purpose: </strong>Lymph node (LN) biopsy is the gold standard for diagnosing metastasis. While ultrasound imaging is a non-invasive method for real-time LN metastasis diagnosis and tumor assessment, its accuracy depends on operator skill and system settings. Quantitative ultrasound can characterize tissue microstructure changes due to tumors, offering operator-independent parameters, and one of the quantitative ultrasound methods, the backscatter coefficient, is necessary to compensate for tissue attenuation. However, the change in the attenuation coefficient (AC) in the tumor growth is uncertain. Using in vivo high-frequency ultrasound (25 MHz) measurement and scanning acoustic microscopy (80 and 300 MHz) for ex vivo samples, we aim to investigate how tumor growth is linked to the attenuation and acoustic properties such as acoustic impedance and speed of sound related to ultrasonic wave propagation.</p><p><strong>Procedures: </strong>FM3 A-Luc mammary carcinoma cells were inoculated into the subiliac LNs of mice, and tumor progression was monitored over time. Bioluminescence imaging was used to assess tumor growth, while ultrasound measurements focused on estimating AC and other acoustic properties.</p><p><strong>Results: </strong>Results indicated that the mean of AC decreased, and its standard deviation increased as tumors grew, correlating with bioluminescence intensity. Furthermore, acoustic impedance and speed of sound varied between normal and tumor tissues, revealing differences in tissue microstructure from the histopathological images.</p><p><strong>Conclusions: </strong>The finding of a decrease in AC observed with tumor growth may play a crucial role in enhancing the accuracy of quantitative ultrasound on attenuation compensation, potentially improving the differentiation between metastatic and non-metastatic LNs.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"379-388"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12162808/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144031916","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}

{"title":"Synthesis and Construction of I-124 Labeled Small Molecular Probe for Noninvasive PET Imaging of CAIX Expression.","authors":"Xianteng Yang, Chengxue He, Feng Wang, Li Wen, Haifeng Huang, Jing Wang, Zhi Yang, Hua Zhu","doi":"10.1007/s11307-025-02004-5","DOIUrl":"10.1007/s11307-025-02004-5","url":null,"abstract":"<p><strong>Purpose: </strong>Carbonic anhydrase IX (CAIX) which is high expression in the most of hypoxic tumor than normal tissue, promoting the growth, invasion, and metastasis of the tumor. Therefore, the study aimed to evaluate the retention and diagnostic ability of [¹²⁴I]I-XYIMSR- 01 in CAIX-overexpression tumor by using positron emission tomography (PET) imaging.</p><p><strong>Procedures: </strong>[^124/125I]I-XYIMSR- 01 was labeled by ^124/125I, and its CAIX-targeting properties in different cell lines were assayed by cell uptaken study. Its diagnose and retention ability in vivo were verified in different CAIX-expression models using PET imaging and biodistribution study. Pathological tissues were obtained for immunohistochemical (IHC) and Hematoxylin-Eosin (HE) staining to explore the relationship between CAIX and hypoxic, and further analyze PET/CT results.</p><p><strong>Results: </strong>[¹²⁴I]I-XYIMSR- 01 was obtained with high specific activity, good radiochemical purity, and good stability. The uptake of of [¹²⁴I]I-XYIMSR- 01 in HT- 29 cells, which have high CAIX expression, was significant higher than that in HCT116 cells with low CAIX expression (12.78 ± 0.47 vs 1.06 ± 0.10, p = 0.000, at 1 h). This indicated that the probe has good targeting capability and specificity for CAIX. In Micro-PET imaging, clear molecular images lasting for 48 h were achieved in HT29 model. Quantitative biodistribution results showed that the tumor and digestive tract background tissues had a good signal-to-noise ratio within 24 h after injection, indicating [¹²⁴I]I-XYIMSR- 01 could enable delayed imaging in digestive tract tumors (tumor-to-small intestine: 8.79 ± 0.98). Tumors uptakes were also confirmed by IHC pathology.</p><p><strong>Conclusion: </strong>The study have shown that [¹²⁴I]I-XYIMSR- 01 is an ideal molecular probe for tumor hypoxia, enabling long-term dynamic monitoring and imaging of hypoxic tumors.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"485-494"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144001949","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}

{"title":"The Imaging Value of ¹⁸F-FAPI PET/CT in Sorafenib-Induced Cardiac Dysfunction in Patients with Hepatocellular Carcinoma: Compared with ¹⁸F-FDG PET/CT.","authors":"Yingqi Luo, Qingqi Yang, Xiaowen Qin, Boyang Yu, Shengnan Jiang, Ying Liu","doi":"10.1007/s11307-025-02005-4","DOIUrl":"10.1007/s11307-025-02005-4","url":null,"abstract":"<p><strong>Purpose: </strong>Evaluation of ¹⁸F-FAPI PET/CT imaging in sorafenib-induced cardiac dysfunction in hepatocellular carcinoma (HCC) patients, and compared with ¹⁸F-FDG PET/CT.</p><p><strong>Procedures: </strong>This retrospective study enrolled 75 HCC patients treated with sorafenib at our institution from June 2021 to June 2023. All patients underwent ¹⁸F-FDG PET/CT six months after treatment, followed by ¹⁸F-FAPI PET/CT within the subsequent week. Patients were divided into cardiac dysfunction group and control group based on the definition of cancer therapy-related cardiac dysfunction (CTRCD). Myocardial uptake parameters on ¹⁸F-FDG and ¹⁸F-FAPI PET/CT were compared between the two groups. The primary endpoint was the occurrence of major adverse cardiac events (MACEs), and the secondary endpoint was all-cause mortality, with follow-up at 30, 90, and 180 days after the PET/CT examinations.</p><p><strong>Results: </strong>This study ultimately enrolled 47 patients, with the cardiac dysfunction group (n = 9) and control group (n = 38) demonstrating significant differences in myocardial ¹⁸F-FAPI high uptake, left ventricular (LV) ¹⁸F-FDG SUV, LV/liver ¹⁸F-FDG SUV, myocardial ¹⁸F-FAPI SUV, myocardial/aorta ¹⁸F-FAPI SUV, and myocardial/liver ¹⁸F-FAPI SUV. One year after treatment, the incidence of MACEs was slightly higher in the group with high ¹⁸F-FAPI myocardial uptake compared to the low uptake group (19.5% vs. 14.0%, log-rank p = 0.621), and the overall survival rate was lower in the high uptake group compared to the low uptake group (57.9% vs. 65.8%, log-rank p = 0.503).</p><p><strong>Conclusions: </strong>The myocardial uptake parameters of ¹⁸F-FDG and ¹⁸F-FAPI PET/CT are helpful in evaluating sorafenib-induced cardiac dysfunction in HCC patients. The level of ¹⁸F-FAPI myocardial uptake has potential value in predicting post-treatment cardiotoxicity and overall survival prognosis in HCC patients.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"324-332"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144028399","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}

{"title":"Radiogenomic Profiling for Survival Analysis in Gastric Cancer: Integrating CT Imaging, Gene Expression, and Clinical Data.","authors":"Anju R Nath, Kiruthika Thenmozhi, Jeyakumar Natarajan","doi":"10.1007/s11307-025-02019-y","DOIUrl":"10.1007/s11307-025-02019-y","url":null,"abstract":"<p><strong>Purpose: </strong>This study aims to integrate CT (Computed Tomography) radiomic features, gene expression profiles, and clinical data to identify radiogenomic biomarkers and improve overall survival prediction in gastric cancer (GC) patients.</p><p><strong>Procedures: </strong>Quantitative radiomic analysis was performed on 37 GC CT images, alongside gene expression and clinical data, to identify biomarkers associated with overall survival. Tumor segmentation and radiomic feature extraction were followed by Pearson correlation for feature selection. Gene Set Enrichment Analysis (GSEA) identified pathways linking gene expression changes with radiomic features. Regression models were applied to explore the relationships between these pathways, radiomic features, and clinical data in survival prediction.</p><p><strong>Results: </strong>A total of 107 radiomic features were extracted, with 46 radiomic features, 1,032 genes, and one clinical feature (age) selected for further analysis. GSEA identified 29 significant KEGG pathways, mainly involving immune, signal transduction, and catabolism pathways. In survival analysis, the SVM model performed best, identifying age, genes CSF1R and CXCL12, and image features ShortRunHighGrayLevelEmphasis and Idn (Inverse Difference Normalized) as independent predictors.</p><p><strong>Conclusion: </strong>This study highlights the potential of integrating imaging, genomics, and clinical data for prognosis in GC patients, with identified genes suggesting new radiogenomic biomarker candidates for future evaluation.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"353-364"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144079120","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}

{"title":"Integrative Analysis of ¹⁸F-FDG PET Radiomics and mRNA Expression in Recurrent/Metastatic Oral Squamous Cell Carcinoma: A Cross-Sectional Study.","authors":"Mai Kim, Wenchao Gu, Reika Kawabata- Iwakawa, Shinichiro Kina, Takahito Nakajima, Tetsuya Higuchi, Masaru Ogawa, Keisuke Suzuki, Yoshito Tsushima, Satoshi Yokoo","doi":"10.1007/s11307-025-02012-5","DOIUrl":"10.1007/s11307-025-02012-5","url":null,"abstract":"<p><strong>Background: </strong>This study explored the relationship between mRNA expression profiles obtained through next-generation sequencing (NGS) and ¹⁸F-fluorodeoxyglucose positron emission tomography (¹⁸F-FDG PET) texture analysis in patients with treatment-resistant oral squamous cell carcinoma (OSCC) who were treated with molecular-targeted drugs. We analyzed the correlation between ¹⁸F-FDG PET texture features and NGS data in a small cohort of five patients with recurrent or metastatic OSCC who received molecular-targeted drugs after surgery. Patients were categorized into two groups based on treatment response: responders (n = 3) and non-responders (n = 2). To validate our findings, we examined transcriptomic data from 292 OSCC patients in The Cancer Genome Atlas (TCGA) database.</p><p><strong>Results: </strong>The gene ankyrin repeat and SOCS box containing two (ASB2) was significantly overexpressed in non-responders and strongly correlated with specific PET radiomic features, including GLRLM_GLNU, GLRLM_RLNU, and GLZLM_GLNU (p < 0.05). High ASB2 expression was also associated with poor prognosis in OSCC patients (p < 0.05) and decreased overall survival, as shown by Kaplan-Meier analysis of the TCGA database (p = 0.017).</p><p><strong>Conclusions: </strong>Integrating ASB2 expression data with ¹⁸F-FDG PET texture features could potentially improve the prediction of treatment outcomes in treatment-resistant OSCC patients undergoing molecular-targeted therapy.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"421-430"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12162752/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144079119","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}

{"title":"Development of ¹⁸F-Labeled Deuterated Tropane Derivatives with High Metabolic Stability for PET Imaging of the Dopamine Transporter.","authors":"Jingjing Hong, Jing Kang, Jiaojiao Zuo, Yi Fang, Chunyi Liu, Jingwen Li, Zhengping Chen","doi":"10.1007/s11307-025-02018-z","DOIUrl":"10.1007/s11307-025-02018-z","url":null,"abstract":"<p><strong>Purpose: </strong>Dopamine transporter (DAT) in the central nervous system is an attractive biomarker for the diagnosis and study of various neurodegenerative diseases. To develop in vivo metabolically stable positron emission tomography (PET) probes for DAT imaging with a high target/background ratio, two ¹⁸F-labeled tropane derivatives with deuteration on both the N-fluoropropyl and 2β-carbomethoxy groups of the tropane scaffold were synthesized and evaluated.</p><p><strong>Methods: </strong>Radioligands [¹⁸F]6 and [¹⁸F]10 were synthesized from anhydroecgonine and radiolabeled with ¹⁸F through a \"two-step one-pot\" method. Lipophilicity, in vitro binding assay and microPET imaging in rats were performed. [¹⁸F]10 showed a higher standardized uptake value ratio (SUVr) and was selected for further evaluations by in vivo metabolism and biodistribution.</p><p><strong>Results: </strong>The radioligands [¹⁸F]6 and [¹⁸F]10 were obtained in radiochemical purities > 98% and molar activity of about 30 GBq/μmol. [¹⁸F]6 or [¹⁸F]10 demonstrated high specificity and binding affinity to DAT in vitro, with IC₅₀ values between 2 ~ 3 nM. MicroPET imaging in wild type Sprague-Dawley rats revealed that [¹⁸F]10 has a higher SUVr than [¹⁸F]6. Blocking experiments demonstrated the selectivity and reversibility of [¹⁸F]10 for DAT binding in microPET imaging. The diagnostic efficacy of [¹⁸F]10 for DAT-related disorders was verified in semi-PD model rats with microPET. In vivo metabolic studies in rats indicated that [¹⁸F]10 exhibited enhanced stability. Biodistribution experiments further confirmed that [¹⁸F]10 accumulated in the DAT-rich region of the striatum.</p><p><strong>Conclusion: </strong>[¹⁸F]10 is a highly promising metabolically stable ¹⁸F-labeled PET probe for DAT imaging, with potential clinical applications in detecting and monitoring DAT-related neurological disorders.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"431-441"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144079117","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}

{"title":"Development of a CT-less SPECT Acquisition Protocol for Kidney Dosimetry in ¹⁷⁷Lu-PSMA-617 Radioligand Therapy.","authors":"Christian Happel, Larissa Völler, Benjamin Bockisch, Daniel Groener, Britta Leonhäuser, Frank Grünwald, Amir Sabet","doi":"10.1007/s11307-025-01998-2","DOIUrl":"10.1007/s11307-025-01998-2","url":null,"abstract":"<p><strong>Purpose: </strong>Targeted radioligand therapy of metastatic castration-resistant prostate cancer (mCRPC) with ¹⁷⁷Lu-PSMA (RLT) requires sufficient dose monitoring of the kidneys. Currently, dosimetry using SPECT/CT-imaging is the most preferred method. However, SPECT/CT is a time-consuming procedure and comprises additional radiation exposure to the patient. Moreover, not every therapeutic nuclear medicine facility has access to SPECT/CT. Therefore, the aim of this study was to develop a new procedure of kidney dosimetry without the use of SPECT/CT and evaluate this method in a large cohort of patients with mCRPC undergoing RLT.</p><p><strong>Procedures: </strong>A dedicated torso phantom with kidneys filled with a solution of ¹⁷⁷Lu-PSMA was used for quantitative calibration of a SPECT-camera. The calculated sensitivity was adapted according to the individual attenuation of the patient in four directions from the kidney surface to the body surface (ventral, dorsal, left and right) obtained from a previously performed CT. A total of 196 patients undergoing 926 cycles of ¹⁷⁷Lu-PSMA therapy were retrospectively analyzed. Abdominal SPECT was performed 24, 48 and 72 h after administration of ¹⁷⁷Lu-PSMA including scatter and dead-time correction in every patient. Kidney dose was calculated using an individual attenuation-based procedure and compared to values from international literature.</p><p><strong>Results: </strong>Volumes of interest of the kidneys were drawn in the three sequential SPECT-images to calculate intra-renal effective half-life. Absolute quantification of activity in the kidneys was accomplished obtaining a patient individual sensitivity based on the individual attenuation in the patient. Kidney dose was then calculated applying a bi-exponential time activity curve in Microsoft EXCEL. Mean kidney dose per administered activity was 0.54 (± 0.26) Gy/GBq.</p><p><strong>Conclusions: </strong>With the presented procedure a reliable kidney dosimetry is possible without the use of SPECT/CT. Facilities without SPECT/CT are therefore able to perform an adequate kidney dosimetry without additional radiation exposure for the patient.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"400-409"},"PeriodicalIF":3.0,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12162791/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143670502","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}

{"title":"PET Imaging of a Transgenic Tau Rat Model SHR24 with [¹⁸F]AV1451.","authors":"Nisha K Ramakrishnan, Annie Ziyi Zhao, Stephen Thompson, Selena Milicevic Sephton, David J Williamson, Tomáš Smolek, Norbert Žilka, Franklin I Aigbirhio","doi":"10.1007/s11307-024-01972-4","DOIUrl":"10.1007/s11307-024-01972-4","url":null,"abstract":"<p><strong>Purpose: </strong>Positron Emission Tomography (PET) scans with radioligands targeting tau neurofibrillary tangles (NFT) have accelerated our understanding of the role of misfolded tau in neurodegeneration. While intended for human research, applying these radioligands to small animals establishes a vital translational link. Transgenic animal models of dementia, such as the tau rat SHR24, play a crucial role in enhancing our understanding of these disorders. This study aims to evaluate the utility of SHR24 rat model for PET studies.</p><p><strong>Procedures: </strong>Dynamic PET scans were conducted in male SHR24 rats and their wild-type SHR (SHRwt) littermates using [¹⁸F]AV1451. Rapid blood sampling and metabolite analysis were performed to acquire input curves. Time activity curves were obtained from various brain regions over 60 min. Blood-based, 2-Tissue Compartment Model (2-TCM) and Logan graphical analysis were used to obtain kinetic modelling parameters. The ability of reference tissue models to predict the binding potential (BP_ND) were assessed. Autoradiography studies were performed to corroborate the scan data.</p><p><strong>Results: </strong>Total distribution volume (V_T) was the best predicted parameter which revealed significantly higher uptake of [¹⁸F]AV1451 in the cortex (5.8 ± 1.1 vs 4.6 ± 0.7, P < 0.05) of SHR24 rats compared to SHRwt rats. Binding potential obtained from 2-TCM was variable, however BP_ND from reference tissue models detected significantly higher binding in cortex (0.28 ± 0.07 vs 0.20 ± 0.04, P < 0.01 by SRTM) and brainstem (0.14 ± 0.04 vs 0.08 ± 0.02, P < 0.01, by SRTM).</p><p><strong>Conclusions: </strong>With the ability to detect binding of established radioligand [¹⁸F]AV1451 in these rats, we have demonstrated the utility of this model for assessing aggregated tau neurobiology by PET, with reference tissue models providing potential for longitudinal studies.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"238-249"},"PeriodicalIF":3.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12062146/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008566","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}

{"title":"Potential of Radiomics, Dosiomics, and Dose Volume Histograms for Tumor Response Prediction in Hepatocellular Carcinoma following ⁹⁰Y-SIRT.","authors":"Zahra Mansouri, Yazdan Salimi, Ghasem Hajianfar, Luisa Knappe, Nicola Bianchetto Wolf, Genti Xhepa, Adrien Gleyzolle, Alexis Ricoeur, Valentina Garibotto, Ismini Mainta, Habib Zaidi","doi":"10.1007/s11307-025-01992-8","DOIUrl":"10.1007/s11307-025-01992-8","url":null,"abstract":"<p><strong>Purpose: </strong>We evaluate the role of radiomics, dosiomics, and dose-volume constraints (DVCs) in predicting the response of hepatocellular carcinoma to selective internal radiation therapy with ⁹⁰Y with glass microspheres.</p><p><strong>Methods: </strong>^99mTc-macroagregated albumin (^99mTc-MAA) and ⁹⁰Y SPECT/CT images of 17 patients were included. Tumor responses at three months were evaluated using modified response evaluation criteria in solid tumors criteria and patients were categorized as responders or non-responders. Dosimetry was conducted using the local deposition method (Dose) and biologically effective dosimetry. A total of 264 DVCs, 321 radiomic features, and 321 dosiomic features were extracted from the tumor, normal perfused liver (NPL), and whole normal liver (WNL). Five different feature selection methods in combination with eight machine learning algorithms were employed. Model performance was evaluated using area under the AUC, accuracy, sensitivity, and specificity.</p><p><strong>Results: </strong>No statistically significant differences were observed between neither the dose metrics nor radiomicas or dosiomics features of responders and non-responder groups. ⁹⁰Y-dosiomics models with any given set of inputs outperformed other models. This was also true for ⁹⁰Y-radiomics from SPECT and SPECT-clinical features, achieving an AUC, accuracy, sensitivity, and specificity of 1. Among MAA-dosiomic and radiomic models, two models showed AUC ≥ 0.91. While the performance of MAA-dose volume histogram (DVH)-based models were less promising, the ⁹⁰Y-DVH-based models showed strong performance (AUC ≥ 0.91) when considered independently of clinical features.</p><p><strong>Conclusion: </strong>This study demonstrated the potential of ^99mTc-MAA and ⁹⁰Y SPECT-derived radiomics, dosiomics, and dosimetry metrics in establishing predictive models for tumor response.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"201-214"},"PeriodicalIF":3.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12062168/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143597018","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}

{"title":"DCE-MRI Detects OATP-expressing Transplanted Cells Using Clinical Doses of Gadolinium Contrast Agent.","authors":"Tapas Bhattacharyya, Christiane L Mallett, Jeremy M-L Hix, Erik M Shapiro","doi":"10.1007/s11307-025-01986-6","DOIUrl":"10.1007/s11307-025-01986-6","url":null,"abstract":"<p><strong>Purpose: </strong>Hepatic organic anion transporting polypeptides (OATPs) transport off-the-shelf, FDA-approved, hepatospecific Gd-based MRI contrast agents into cells that express the transporters enhancing signal on T1-weighted MRI. Studies have used MRI to identify OATP-overexpressing tumors and metastases transplanted in mice following the delivery of Gd-EOB-DTPA at 27-67-fold higher than clinical doses. With safety and regulatory concerns over Gd-based contrast agents, translating OATPs as an MRI reporter protein to humans for regenerative medicine will require substantially lower doses of agent.</p><p><strong>Procedures: </strong>We engineered the MyC-CaP mouse tumor cell line to express rat OATP1B2, which influxes both Gd-EOB-DTPA and Gd-BOPTA, resulting in signal enhancement on T1-weighted MRI. We then inoculated mice with rat OATP1B2 and non-expressing cells bilaterally to generate tumors. 3-4 weeks after inoculation, when tumors had formed, in-vivo MRI imaging was performed with delivery of 0.025 mmol/kg or 0.25 mmol/kg of the Gd-based contrast agents. We complemented static T1-weighted MRI and T1-mapping with dynamic contrast enhanced (DCE)-MRI and performed area under the curve (AUC) analysis to discriminate the two tumor types.</p><p><strong>Results: </strong>While all OATP1B2-expressing tumors were easily visible at the high dose of 0.25 mmol/kg on T1-weighted MRI and easy to distinguish from control tumors, OATP1B2-expressing tumors were hard to identify and distinguish from non-expressing tumors at the lower, clinical dose of 0.025 mmol/kg with standard T1-weighted MRI or T1-mapping. However, AUC analyses of the DCE-MRI curves could identify and distinguish these tumors, needing 30 (Gd-EOB-DTPA) or 45 (Gd-BOPTA) minutes acquisition time.</p><p><strong>Conclusions: </strong>By performing AUC analyses of DCE-MRI curves following delivery of clinical concentration of MRI contrast agents, OATP1B2-expressing tumors could be identified and distinguished from control tumors, suggesting this imaging approach as a path to substantially reducing the amount of contrast agent needed to use OATPs as a clinically viable reporter protein for imaging regenerative medicine.</p>","PeriodicalId":18760,"journal":{"name":"Molecular Imaging and Biology","volume":" ","pages":"184-191"},"PeriodicalIF":3.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143189782","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}