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Choi Y, Lee ES, Woo SK, Lee KC, Chung HK, Kang JH. Feasibility Study of Single-Photon Emission Computed Tomography with Iodine-123 Labeled Metaiodobenzylguanidine for Preclinical Evaluation of Labetalol as a β-Adrenergic Receptor Blocker. Mol Pharm 2024; 21:2435-2440. [PMID: 38626389 DOI: 10.1021/acs.molpharmaceut.3c01240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2024]
Abstract
Among clinically used radiopharmaceuticals, iodine-123 labeled metaiodobenzylguanidine ([123I]mIBG) serves for diagnosing neuroendocrine tumors and obtaining images of myocardial sympathetic innervation. mIBG, a structural analogue of norepinephrine (NE), a neurotransmitter acting in peripheral and central nerves, follows a pathway similar to NE, transmitting signals through the NE transporter (NET) located at synaptic terminals. It moves through the body without decomposing, enabling noninvasive image evaluation. In this study, we aimed to quantify [123I]mIBG uptake in the adrenal glands using small animal single-photon emission computed tomography/computed tomography (SPECT/CT) images post [123I]mIBG administration. We investigated the possibility of assessing the effectiveness of β-adrenergic receptor blockers by quantifying SPECT/CT images and biodistribution results to determine the degree of [123I]mIBG uptake in the adrenal glands treated with labetalol, a known β-adrenergic receptor blocker. Upon intravenous administration of [123I]mIBG to mice, SPECT/CT images were acquired over time to confirm the in vivo distribution pattern, revealing a clear uptake in the adrenal glands. Labetalol inhibited the uptake of [123I]mIBG in cell lines expressing NET. A decrease in [123I]mIBG uptake in the adrenal glands was observed in the labetalol-treated group compared with the normal group through SPECT/CT imaging and biodistribution studies. These results demonstrate that SPECT/CT imaging with [123I]mIBG could be applicable for evaluating the preclinical efficacy of new antihypertensive drug candidates such as labetalol, a β-adrenergic receptor blocker.
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Affiliation(s)
- Yiseul Choi
- Korea Radioisotope Center for Pharmaceuticals, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul 01812, Korea
| | - Eun Sang Lee
- Korea Radioisotope Center for Pharmaceuticals, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul 01812, Korea
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul 01812, Korea
| | - Kyo Chul Lee
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul 01812, Korea
| | - Hye Kyung Chung
- Korea Radioisotope Center for Pharmaceuticals, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul 01812, Korea
| | - Joo Hyun Kang
- Korea Radioisotope Center for Pharmaceuticals, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul 01812, Korea
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Kim K, Lee YJ, Kim MH, Byun BH, Woo SK. Automatic Quantitative Assessment for Diagnostic and Therapeutic Response in Rodent Myocardial Infarct Model. Biomedicines 2024; 12:219. [PMID: 38255324 PMCID: PMC10813557 DOI: 10.3390/biomedicines12010219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 01/24/2024] Open
Abstract
The purpose of this study was to investigate the most appropriate methodological approach for the automatic measurement of rodent myocardial infarct polar map using histogram-based thresholding and unsupervised deep learning (DL)-based segmentation. A rat myocardial infarction model was induced by ligation of the left coronary artery. Positron emission tomography (PET) was performed 60 min after the administration of 18F-fluoro-deoxy-glucose (18F-FDG), and PET was performed after injecting 64Cu-pyruvaldehyde-bis(N4-methylthiosemicarbazone). Single photon emission computed tomography was performed 60 min after injection of 99mTc-hexakis-2-methoxyisobutylisonitrile and 201Tl. Delayed contrast-enhanced magnetic resonance imaging was performed after injecting Gd-DTPA-BMA. Three types of thresholding methods (naive thresholding, Otsu's algorithm, and multi-Gaussian mixture model (MGMM)) were used. DL segmentation methods were based on a convolution neural network and trained with constraints on feature similarity and spatial continuity of the response map extracted from images by the network. The relative infarct sizes measured by histology and estimated R2 for 18F-FDG were 0.8477, 0.7084, 0.8353, and 0.9024 for naïve thresholding, Otsu's algorithm, MGMM, and DL segmentation, respectively. DL-based method improved the accuracy of MI size assessment.
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Affiliation(s)
- Kangsan Kim
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Yong Jin Lee
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Min Hwan Kim
- Research Institute of Radiopharmaceuticals, FutureChem Co., Ltd., Seoul 04794, Republic of Korea
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
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Ju H, Kim K, Kim BI, Woo SK. Graph Neural Network Model for Prediction of Non-Small Cell Lung Cancer Lymph Node Metastasis Using Protein-Protein Interaction Network and 18F-FDG PET/CT Radiomics. Int J Mol Sci 2024; 25:698. [PMID: 38255770 PMCID: PMC10815846 DOI: 10.3390/ijms25020698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
The image texture features obtained from 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) images of non-small cell lung cancer (NSCLC) have revealed tumor heterogeneity. A combination of genomic data and radiomics may improve the prediction of tumor prognosis. This study aimed to predict NSCLC metastasis using a graph neural network (GNN) obtained by combining a protein-protein interaction (PPI) network based on gene expression data and image texture features. 18F-FDG PET/CT images and RNA sequencing data of 93 patients with NSCLC were acquired from The Cancer Imaging Archive. Image texture features were extracted from 18F-FDG PET/CT images and area under the curve receiver operating characteristic curve (AUC) of each image feature was calculated. Weighted gene co-expression network analysis (WGCNA) was used to construct gene modules, followed by functional enrichment analysis and identification of differentially expressed genes. The PPI of each gene module and genes belonging to metastasis-related processes were converted via a graph attention network. Images and genomic features were concatenated. The GNN model using PPI modules from WGCNA and metastasis-related functions combined with image texture features was evaluated quantitatively. Fifty-five image texture features were extracted from 18F-FDG PET/CT, and radiomic features were selected based on AUC (n = 10). Eighty-six gene modules were clustered by WGCNA. Genes (n = 19) enriched in the metastasis-related pathways were filtered using DEG analysis. The accuracy of the PPI network, derived from WGCNA modules and metastasis-related genes, improved from 0.4795 to 0.5830 (p < 2.75 × 10-12). Integrating PPI of four metastasis-related genes with 18F-FDG PET/CT image features in a GNN model elevated its accuracy over a without image feature model to 0.8545 (95% CI = 0.8401-0.8689, p-value < 0.02). This model demonstrated significant enhancement compared to the model using PPI and 18F-FDG PET/CT derived from WGCNA (p-value < 0.02), underscoring the critical role of metastasis-related genes in prediction model. The enhanced predictive capability of the lymph node metastasis prediction GNN model for NSCLC, achieved through the integration of comprehensive image features with genomic data, demonstrates promise for clinical implementation.
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Affiliation(s)
- Hyemin Ju
- Radiological and Medico-Oncological Sciences, University of Science and Technology, Daejeon 34113, Republic of Korea;
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea;
| | - Kangsan Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea;
| | - Byung Il Kim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea;
| | - Sang-Keun Woo
- Radiological and Medico-Oncological Sciences, University of Science and Technology, Daejeon 34113, Republic of Korea;
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea;
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Choi JH, Choi JY, Woo SK, Moon JE, Lim CH, Park SB, Seo S, Ahn YC, Ahn MJ, Moon SH, Park JM. Prognostic Value of Radiomic Analysis Using Pre- and Post-Treatment 18F-FDG-PET/CT in Patients with Laryngeal Cancer and Hypopharyngeal Cancer. J Pers Med 2024; 14:71. [PMID: 38248772 PMCID: PMC10817325 DOI: 10.3390/jpm14010071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 12/20/2023] [Accepted: 01/04/2024] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND The prognostic value of conducting 18F-FDG PET/CT imaging has yielded different results in patients with laryngeal cancer and hypopharyngeal cancer, but these results are controversial, and there is a lack of dedicated studies on each type of cancer. This study aimed to evaluate whether combining radiomic analysis of pre- and post-treatment 18F-FDG PET/CT imaging features and clinical parameters has additional prognostic value in patients with laryngeal cancer and hypopharyngeal cancer. METHODS From 2008 to 2016, data on patients diagnosed with cancer of the larynx and hypopharynx were retrospectively collected. The patients underwent pre- and post-treatment 18F-FDG PET/CT imaging. The values of ΔPre-Post PET were measured from the texture features. Least absolute shrinkage and selection operator (LASSO) Cox regression was used to select the most predictive features to formulate a Rad-score for both progression-free survival (PFS) and overall survival (OS). Kaplan-Meier curve analysis and Cox regression were employed to assess PFS and OS. Then, the concordance index (C-index) and calibration plot were used to evaluate the performance of the radiomics nomogram. RESULTS Study data were collected for a total of 91 patients. The mean follow-up period was 71.5 mo. (8.4-147.3). The Rad-score was formulated based on the texture parameters and was significantly associated with both PFS (p = 0.024) and OS (p = 0.009). When predicting PFS, only the Rad-score demonstrated a significant association (HR 2.1509, 95% CI [1.100-4.207], p = 0.025). On the other hand, age (HR 1.116, 95% CI [1.041-1.197], p = 0.002) and Rad-score (HR 33.885, 95% CI [2.891-397.175], p = 0.005) exhibited associations with OS. The Rad-score value showed good discrimination when it was combined with clinical parameters in both PFS (C-index 0.802-0.889) and OS (C-index 0.860-0.958). The calibration plots also showed a good agreement between the observed and predicted survival probabilities. CONCLUSIONS Combining clinical parameters with radiomics analysis of pre- and post-treatment 18F-FDG PET/CT parameters in patients with laryngeal cancer and hypopharyngeal cancer might have additional prognostic value.
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Affiliation(s)
- Joon Ho Choi
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Joon Young Choi
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institutes of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Ji Eun Moon
- Department of Biostatistics, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Chae Hong Lim
- Department of Nuclear Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Soo Bin Park
- Department of Nuclear Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Seongho Seo
- Department of Electronic Engineering, Pai Chai University, Daejeon 35345, Republic of Korea
| | - Yong Chan Ahn
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Myung-Ju Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Seung Hwan Moon
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Jung Mi Park
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
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Kim K, Kim KS, Jang WI, Jang S, Hwang GT, Woo SK. Deep Neural Network-Based Automatic Dicentric Chromosome Detection Using a Model Pretrained on Common Objects. Diagnostics (Basel) 2023; 13:3191. [PMID: 37892012 PMCID: PMC10606160 DOI: 10.3390/diagnostics13203191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/06/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
Dicentric chromosome assay (DCA) is one of the cytogenetic dosimetry methods where the absorbed dose is estimated by counting the number of dicentric chromosomes, which is a major radiation-induced change in DNA. However, DCA is a time-consuming task and requires technical expertise. In this study, a neural network was applied for automating the DCA. We used YOLOv5, a one-stage detection algorithm, to mitigate these limitations by automating the estimation of the number of dicentric chromosomes in chromosome metaphase images. YOLOv5 was pretrained on common object datasets. For training, 887 augmented chromosome images were used. We evaluated the model using validation and test datasets with 380 and 300 images, respectively. With pretrained parameters, the trained model detected chromosomes in the images with a maximum F1 score of 0.94 and a mean average precision (mAP) of 0.961. Conversely, when the model was randomly initialized, the training performance decreased, with a maximum F1 score and mAP of 0.82 and 0.873%, respectively. These results confirm that the model could effectively detect dicentric chromosomes in an image. Consequently, automatic DCA is expected to be conducted based on deep learning for object detection, requiring a relatively small amount of chromosome data for training using the pretrained network.
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Affiliation(s)
- Kangsan Kim
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea;
| | - Kwang Seok Kim
- Department of Radiation Oncology, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Won Il Jang
- Department of Radiation Oncology, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Seongjae Jang
- National Radiation Emergency Medical Center, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea;
| | - Gil Tae Hwang
- Department of Chemistry and Green-Nano Materials Research Center, Kyungpook National University, Daegu 41566, Republic of Korea;
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea;
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Kim K, Byun BH, Lim I, Lim SM, Woo SK. Deep Learning-Based Delayed PET Image Synthesis from Corresponding Early Scanned PET for Dosimetry Uptake Estimation. Diagnostics (Basel) 2023; 13:3045. [PMID: 37835788 PMCID: PMC10572561 DOI: 10.3390/diagnostics13193045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 09/19/2023] [Accepted: 09/19/2023] [Indexed: 10/15/2023] Open
Abstract
The acquisition of in vivo radiopharmaceutical distribution through imaging is time-consuming due to dosimetry, which requires the subject to be scanned at several time points post-injection. This study aimed to generate delayed positron emission tomography images from early images using a deep-learning-based image generation model to mitigate the time cost and inconvenience. Eighteen healthy participants were recruited and injected with [18F]Fluorodeoxyglucose. A paired image-to-image translation model, based on a generative adversarial network (GAN), was used as the generation model. The standardized uptake value (SUV) mean of the generated image of each organ was compared with that of the ground-truth. The least square GAN and perceptual loss combinations displayed the best performance. As the uptake time of the early image became closer to that of the ground-truth image, the translation performance improved. The SUV mean values of the nominated organs were estimated reasonably accurately for the muscle, heart, liver, and spleen. The results demonstrate that the image-to-image translation deep learning model is applicable for the generation of a functional image from another functional image acquired from normal subjects, including predictions of organ-wise activity for specific normal organs.
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Affiliation(s)
- Kangsan Kim
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea;
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea;
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Lim CH, Choi JY, Choi JH, Lee JH, Lee J, Lim CW, Kim Z, Woo SK, Park SB, Park JM. Development and External Validation of 18F-FDG PET-Based Radiomic Model for Predicting Pathologic Complete Response after Neoadjuvant Chemotherapy in Breast Cancer. Cancers (Basel) 2023; 15:3842. [PMID: 37568658 PMCID: PMC10417050 DOI: 10.3390/cancers15153842] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/21/2023] [Accepted: 07/26/2023] [Indexed: 08/13/2023] Open
Abstract
The aim of our retrospective study is to develop and externally validate an 18F-FDG PET-derived radiomics model for predicting pathologic complete response (pCR) after neoadjuvant chemotherapy (NAC) in breast cancer patients. A total of 87 breast cancer patients underwent curative surgery after NAC at Soonchunhyang University Seoul Hospital and were randomly assigned to a training cohort and an internal validation cohort. Radiomic features were extracted from pretreatment PET images. A radiomic-score model was generated using the LASSO method. A combination model incorporating significant clinical variables was constructed. These models were externally validated in a separate cohort of 28 patients from Soonchunhyang University Buscheon Hospital. The model performances were assessed using area under the receiver operating characteristic (AUC). Seven radiomic features were selected to calculate the radiomic-score. Among clinical variables, human epidermal growth factor receptor 2 status was an independent predictor of pCR. The radiomic-score model achieved good discriminability, with AUCs of 0.963, 0.731, and 0.729 for the training, internal validation, and external validation cohorts, respectively. The combination model showed improved predictive performance compared to the radiomic-score model alone, with AUCs of 0.993, 0.772, and 0.906 in three cohorts, respectively. The 18F-FDG PET-derived radiomic-based model is useful for predicting pCR after NAC in breast cancer.
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Affiliation(s)
- Chae Hong Lim
- Department of Nuclear Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea;
| | - Joon Young Choi
- Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea;
| | - Joon Ho Choi
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Jun-Hee Lee
- Department of Surgery, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Jihyoun Lee
- Department of Surgery, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Cheol Wan Lim
- Department of Surgery, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Zisun Kim
- Department of Surgery, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institutes of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Soo Bin Park
- Department of Nuclear Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea;
| | - Jung Mi Park
- Department of Nuclear Medicine, Soonchunhyang University Bucheon Hospital, Bucheon 14584, Republic of Korea
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Park SM, Baek S, Lee JH, Woo SK, Lee TS, Park HS, Lee J, Kang YK, Kang SY, Yoo MY, Yoon HJ, Kim BS, Lee KP, Moon BS. In vivo tissue pharmacokinetics of ERBB2-specific binding oligonucleotide based drugs by PET imaging. Clin Transl Sci 2023. [PMID: 37038354 DOI: 10.1111/cts.13522] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 03/15/2023] [Accepted: 03/21/2023] [Indexed: 04/12/2023] Open
Abstract
Although aptamers have shown excellent target specificity in preclinical and clinical studies either by themselves or as aptamer-drug conjugates, their in vivo tissue pharmacokinetic (PK) analysis is still problematic. We aimed to examine the utility of image based positron emission tomography (PET) to evaluate in vivo tissue PK, target specificity, and applicability of oligonucleotides. For this, fluorine-18-labeled aptamers with erb-b2 receptor tyrosine kinase 2 (ERBB2)-specific binding were synthesized by base-pair hybridization using a complementary oligonucleotide platform. To investigate the PKs and properties in vivo tissue, usefulness of in vivo PET imaging in the development of oligonucleotide based drug as an assessment tool was evaluated in normal and tumor xenografted mice. ERBB2-cODN-idT-APs-[18 F]F ([18 F]1), injected intravenously showed significant and rapid uptake in most tissues except for the initial brain and muscle; the uptake was highest in the heart, followed by kidneys, liver, lungs, gall bladder, spleen, and stomach. The main route of excretion was through the renal approximately 77.8% while about 8.3% through the biliary tract of the total dose. The estimated effective dose for an adult woman was 0.00189 mGy/MBq, which might be safe. ERBB2-positive tumor could be well visualized in KPL4 xenograft animal model by in vivo PET imaging. Consequently, the distribution in each organ including ERBB2 expression could be well determined and quantified by PET with fluorine-18-labeled aptamers. In vivo PK parameters such as T1/2 , Tmax , AUC, and Cmax , were also successfully estimated. These results suggest that image based PET with radioisotope-labeled aptamers could be provide valuable information on properties of oligonucleotide based drugs in drug discovery of targeted therapeutics against various diseases.
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Affiliation(s)
- Sun Mi Park
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
| | - Suji Baek
- Research and Development Center, UMUST R&D Corporation, Seoul, 01411, Korea
| | - Jung Hwan Lee
- Research and Development Center, INTEROligo Corporation, Anyang, 14058, Korea
| | - Sang-Keun Woo
- Division of RI Applications, Korea Institute Radiological and Medical Sciences, Seoul, 01812, Korea
| | - Tae Sup Lee
- Division of RI Applications, Korea Institute Radiological and Medical Sciences, Seoul, 01812, Korea
| | - Hyun Soo Park
- Graduate School of Convergence Science and Technology, Seoul National University, Seoul, 08826, Korea
| | - Jongook Lee
- Research and Development Center, INTEROligo Corporation, Anyang, 14058, Korea
| | - Yeon-Koo Kang
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
| | - Seo Young Kang
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
| | - Min Young Yoo
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
| | - Hai-Jeon Yoon
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
| | - Bom Sahn Kim
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
| | - Kang Pa Lee
- Research and Development Center, UMUST R&D Corporation, Seoul, 01411, Korea
| | - Byung Seok Moon
- Department of Nuclear Medicine, Ewha Womans University College of Medicine, Seoul, 07804, Korea
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Ju HM, Kim BC, Lim I, Byun BH, Woo SK. Estimation of an Image Biomarker for Distant Recurrence Prediction in NSCLC Using Proliferation-Related Genes. Int J Mol Sci 2023; 24:ijms24032794. [PMID: 36769108 PMCID: PMC9917349 DOI: 10.3390/ijms24032794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/22/2023] [Accepted: 01/29/2023] [Indexed: 02/05/2023] Open
Abstract
This study aimed to identify a distant-recurrence image biomarker in NSCLC by investigating correlations between heterogeneity functional gene expression and fluorine-18-2-fluoro-2-deoxy-D-glucose positron emission tomography (18F-FDG PET) image features of NSCLC patients. RNA-sequencing data and 18F-FDG PET images of 53 patients with NSCLC (19 with distant recurrence and 34 without recurrence) from The Cancer Imaging Archive and The Cancer Genome Atlas Program databases were used in a combined analysis. Weighted correlation network analysis was performed to identify gene groups related to distant recurrence. Genes were selected for functions related to distant recurrence. In total, 47 image features were extracted from PET images as radiomics. The relationship between gene expression and image features was estimated using a hypergeometric distribution test with the Pearson correlation method. The distant recurrence prediction model was validated by a random forest (RF) algorithm using image texture features and related gene expression. In total, 37 gene modules were identified by gene-expression pattern with weighted gene co-expression network analysis. The gene modules with the highest significance were selected (p-value < 0.05). Nine genes with high protein-protein interaction and area under the curve (AUC) were identified as hub genes involved in the proliferation function, which plays an important role in distant recurrence of cancer. Four image features (GLRLM_SRHGE, GLRLM_HGRE, SUVmean, and GLZLM_GLNU) and six genes were identified to be correlated (p-value < 0.1). AUCs (accuracy: 0.59, AUC: 0.729) from the 47 image texture features and AUCs (accuracy: 0.767, AUC: 0.808) from hub genes were calculated using the RF algorithm. AUCs (accuracy: 0.783, AUC: 0.912) from the four image texture features and six correlated genes and AUCs (accuracy: 0.738, AUC: 0.779) from only the four image texture features were calculated using the RF algorithm. The four image texture features validated by heterogeneity group gene expression were found to be related to cancer heterogeneity. The identification of these image texture features demonstrated that advanced prediction of NSCLC distant recurrence is possible using the image biomarker.
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Affiliation(s)
- Hye Min Ju
- Radiological and Medico-Oncological Sciences, University of Science and Technology, Daejeon 34113, Republic of Korea
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea
| | - Byung-Chul Kim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea
| | - Sang-Keun Woo
- Radiological and Medico-Oncological Sciences, University of Science and Technology, Daejeon 34113, Republic of Korea
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 07812, Republic of Korea
- Correspondence: ; Tel.: +82-2-970-1659
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Kim J, Jeong SY, Kim BC, Byun BH, Lim I, Kong CB, Song WS, Lim SM, Woo SK. Prediction of Neoadjuvant Chemotherapy Response in Osteosarcoma Using Convolutional Neural Network of Tumor Center 18F-FDG PET Images. Diagnostics (Basel) 2021; 11:diagnostics11111976. [PMID: 34829324 PMCID: PMC8617812 DOI: 10.3390/diagnostics11111976] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/14/2021] [Accepted: 10/20/2021] [Indexed: 12/24/2022] Open
Abstract
We compared the accuracy of prediction of the response to neoadjuvant chemotherapy (NAC) in osteosarcoma patients between machine learning approaches of whole tumor utilizing fluorine−18fluorodeoxyglucose (18F-FDG) uptake heterogeneity features and a convolutional neural network of the intratumor image region. In 105 patients with osteosarcoma, 18F-FDG positron emission tomography/computed tomography (PET/CT) images were acquired before (baseline PET0) and after NAC (PET1). Patients were divided into responders and non-responders about neoadjuvant chemotherapy. Quantitative 18F-FDG heterogeneity features were calculated using LIFEX version 4.0. Receiver operating characteristic (ROC) curve analysis of 18F-FDG uptake heterogeneity features was used to predict the response to NAC. Machine learning algorithms and 2-dimensional convolutional neural network (2D CNN) deep learning networks were estimated for predicting NAC response with the baseline PET0 images of the 105 patients. ML was performed using the entire tumor image. The accuracy of the 2D CNN prediction model was evaluated using total tumor slices, the center 20 slices, the center 10 slices, and center slice. A total number of 80 patients was used for k-fold validation by five groups with 16 patients. The CNN network test accuracy estimation was performed using 25 patients. The areas under the ROC curves (AUCs) for baseline PET maximum standardized uptake value (SUVmax), total lesion glycolysis (TLG), metabolic tumor volume (MTV), and gray level size zone matrix (GLSZM) were 0.532, 0.507, 0.510, and 0.626, respectively. The texture features test accuracy of machine learning by random forest and support vector machine were 0.55 and 0. 54, respectively. The k-fold validation accuracy and validation accuracy were 0.968 ± 0.01 and 0.610 ± 0.04, respectively. The test accuracy of total tumor slices, the center 20 slices, center 10 slices, and center slices were 0.625, 0.616, 0.628, and 0.760, respectively. The prediction model for NAC response with baseline PET0 texture features machine learning estimated a poor outcome, but the 2D CNN network using 18F-FDG baseline PET0 images could predict the treatment response before prior chemotherapy in osteosarcoma. Additionally, using the 2D CNN prediction model using a tumor center slice of 18F-FDG PET images before NAC can help decide whether to perform NAC to treat osteosarcoma patients.
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Affiliation(s)
- Jingyu Kim
- Radiological & Medico-Oncological Sciences, University of Science & Technology, Seoul 34113, Korea;
| | - Su Young Jeong
- College of Medicine, University of Ulsan, Seoul 05505, Korea;
| | - Byung-Chul Kim
- Department of Nuclear Medicine, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.-H.B.); (I.L.); (S.M.L.)
| | - Byung-Hyun Byun
- Department of Nuclear Medicine, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.-H.B.); (I.L.); (S.M.L.)
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.-H.B.); (I.L.); (S.M.L.)
| | - Chang-Bae Kong
- Department of Orthopedic Surgery, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (C.-B.K.); (W.S.S.)
| | - Won Seok Song
- Department of Orthopedic Surgery, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (C.-B.K.); (W.S.S.)
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.-H.B.); (I.L.); (S.M.L.)
| | - Sang-Keun Woo
- Radiological & Medico-Oncological Sciences, University of Science & Technology, Seoul 34113, Korea;
- Department of Nuclear Medicine, Korea Institute of Radiology and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.-H.B.); (I.L.); (S.M.L.)
- Correspondence:
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11
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Moon H, Byun BH, Lim I, Kim BI, Choi CW, Rhee CH, Lee KC, Woo SK, Park C, Kil HS, Chi DY, Youn SM, Lim SM. A Phase 0 Microdosing PET/CT Study Using O-[18F]Fluoromethyl-d-Tyrosine in Normal Human Brain and Brain Tumor. Clin Nucl Med 2021; 46:717-722. [PMID: 34034333 DOI: 10.1097/rlu.0000000000003735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE The aim of the present study was to obtain information about distribution, radiation dosimetry, toxicity, and pharmacokinetics of O-[18F]fluoromethyl-d-tyrosine (d-18F-FMT), an amino acid PET tracer, in patients with brain tumors. PATIENTS AND METHODS A total of 6 healthy controls (age = 19-25 years, 3 males and 3 females) with brain PET images and radiation dosimetry and 12 patients (median age = 60 years, 6 males and 6 females) with primary (n = 5) or metastatic brain tumor (n = 7) were enrolled. We acquired 60-minute dynamic brain PET images after injecting 370 MBq of d-18F-FMT. Time-activity curves of d-18F-FMT uptake in normal brain versus brain tumors and tumor-to-background ratio were analyzed for each PET data set. RESULTS Normal cerebral uptake of d-18F-FMT decreased from 0 to 5 minutes after injection, but gradually increased from 10 to 60 minutes. Tumoral uptake of d-18F-FMT reached a peak before 30 minutes. Tumor-to-background ratio peaked at less than 15 minutes for 8 patients and more than 15 minutes for 4 patients. The mean effective dose was calculated to be 13.2 μSv/MBq. CONCLUSIONS Using d-18F-FMT as a PET radiotracer is safe. It can distinguish brain tumor from surrounding normal brain tissues with a high contrast. Early-time PET images of brain tumors should be acquired because the tumor-to-background ratio tended to reach a peak within 15 minutes after injection.
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Affiliation(s)
| | | | | | | | | | | | - Kyo Chul Lee
- Division of RI Convergence, Korea Institute of Radiological and Medical Sciences
| | - Sang-Keun Woo
- Division of RI Convergence, Korea Institute of Radiological and Medical Sciences
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12
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Moon BS, Park HS, Sunwoo J, Lee IH, Kim A, Moon SJ, Lee H, Son MH, Kim SB, Park SM, Woo SK, Jang JH, Kim BS, Kim JH, Kim SE, Lee H. Tissue pharmacokinetics of DHP107, a novel lipid-based oral formulation of paclitaxel, in mice and patients by positron emission tomography. Clin Transl Sci 2021; 14:1747-1755. [PMID: 34085761 PMCID: PMC8504807 DOI: 10.1111/cts.13003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/19/2021] [Accepted: 02/12/2021] [Indexed: 12/04/2022] Open
Abstract
DHP107 is a newly developed lipid‐based oral formulation of paclitaxel. We evaluated the in vivo tissue pharmacokinetics (PKs) of DHP107 in mice and patients using positron emission tomography (PET). Radioisotope‐labeled [3H]DHP107 and [18F]DHP107 for oral administration were formulated in the same manner as the manufacturing process of DHP107. In vivo tissue PK were assessed in healthy ICR mice and breast cancer xenografted SCID mice. Two patients with metastatic breast cancer were clinically evaluated for absorption at the target lesion after internal absorbed dose estimation. Whole‐body PET/computed tomography data were acquired in healthy and xenografted mice and in patients up to 10–24 h after administration. Tissue [18F]DHP107 signals were plotted against time and PK parameters were determined. The amounts of radioactivity in various organs and excreta were determined using a beta‐counter and are expressed as the percentage of injected dose (ID). Oral [18F]DHP107 was well‐absorbed and reached the target lesion in mice and patients with breast cancer. Significant amounts of radioactivity were found in the stomach, intestine, and liver after oral administration of [3H]‐ and [18F]DHP107 in healthy mice. The [18F]DHP107 reached a peak distribution of 0.7–0.8%ID in the tumor at 5.6–7.3 h in the xenograft model. The [18F]DHP107 distribution in patients with metastatic breast cancer was the highest at 3–4 h postadministration. Systemic exposures after administration of a DHP107 therapeutic dose were comparable with those in previous studies. PET using radioisotope‐labeled drug candidates is useful for drug development and can provide valuable information that can complement plasma PK data, particularly in early phase clinical trials.
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Affiliation(s)
- Byung Seok Moon
- Department of Nuclear Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - Hyun Soo Park
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Sunwoo
- Department of Clinical Pharmacology and Therapeutics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - In-Hyun Lee
- Pan-gyo Research Laboratory, Daehwa Pharmaceutical Co. Ltd, Seongnam, Korea
| | - Anhye Kim
- Department of Clinical Pharmacology and Therapeutics, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Seol Ju Moon
- Biomedical Research Institute, Chonbuk National University Hospital, Jeonju, Korea
| | - Heechan Lee
- Department of Clinical Pharmacology and Therapeutics, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Min Hee Son
- Pan-gyo Research Laboratory, Daehwa Pharmaceutical Co. Ltd, Seongnam, Korea
| | - Su Bin Kim
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sun Mi Park
- Department of Nuclear Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - Sang-Keun Woo
- Division of RI-Convergence Research, Korea Institute Radiological and Medical Sciences, Seoul, Korea
| | - Jun-Hee Jang
- Pan-gyo Research Laboratory, Daehwa Pharmaceutical Co. Ltd, Seongnam, Korea
| | - Bom Sahn Kim
- Department of Nuclear Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Korea
| | - Jee Hyun Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Eun Kim
- Department of Nuclear Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seoul, Korea.,Advanced Institutes of Convergence Technology, Suwon, Korea.,Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Korea
| | - Howard Lee
- Department of Clinical Pharmacology and Therapeutics, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.,Advanced Institutes of Convergence Technology, Suwon, Korea.,Center for Convergence Approaches in Drug Development, Seoul National University, Seoul, Korea.,Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Korea
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13
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Kim BC, Kim J, Kim K, Byun BH, Lim I, Kong CB, Song WS, Koh JS, Woo SK. Preliminary Radiogenomic Evidence for the Prediction of Metastasis and Chemotherapy Response in Pediatric Patients with Osteosarcoma Using 18F-FDF PET/CT, EZRIN and KI67. Cancers (Basel) 2021; 13:cancers13112671. [PMID: 34071614 PMCID: PMC8198322 DOI: 10.3390/cancers13112671] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 05/25/2021] [Accepted: 05/26/2021] [Indexed: 01/08/2023] Open
Abstract
Simple Summary Pediatric osteosarcoma is one of the most aggressive cancers, and predictions of metastasis and chemotherapy response have a significant impact on pediatric patient survival. Radiogenomics, as methods of analyzing gene expression or image texture features, have previously been used for the diagnosis of chemotherapy responses and metastasis and can reveal the current state of cancer. In this study, we aimed to generate a predictive model using gene expression and 18F-FDG PET/CT image texture features in pediatric osteosarcoma in relation to metastasis and chemotherapy response. A predictive model using radiogenomics technology that incorporates both imaging features and gene expression can accurately predict metastasis and chemotherapy responses to improve patient outcomes. Abstract Chemotherapy response and metastasis prediction play important roles in the treatment of pediatric osteosarcoma, which is prone to metastasis and has a high mortality rate. This study aimed to estimate the prediction model using gene expression and image texture features. 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) images of 52 pediatric osteosarcoma patients were used to estimate the machine learning algorithm. An appropriate algorithm was selected by estimating the machine learning accuracy. 18F-FDG PET/CT images of 21 patients were selected for prediction model development based on simultaneous KI67 and EZRIN expression. The prediction model for chemotherapy response and metastasis was estimated using area under the curve (AUC) maximum image texture features (AUC_max) and gene expression. The machine learning algorithm with the highest test accuracy in chemotherapy response and metastasis was selected using the random forest algorithm. The chemotherapy response and metastasis test accuracy with image texture features was 0.83 and 0.76, respectively. The highest test accuracy and AUC of chemotherapy response with AUC_max, KI67, and EZRIN were estimated to be 0.85 and 0.89, respectively. The highest test accuracy and AUC of metastasis with AUC_max, KI67, and EZRIN were estimated to be 0.85 and 0.8, respectively. The metastasis prediction accuracy increased by 10% using radiogenomics data.
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Affiliation(s)
- Byung-Chul Kim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.H.B.); (I.L.)
| | - Jingyu Kim
- Radiological & Medico-Oncological Sciences, University of Science & Technology, Seoul 34113, Korea;
| | - Kangsan Kim
- Division of Applied RI, Korea Institute of Radiological and Medical Science, Seoul 01812, Korea;
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.H.B.); (I.L.)
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea; (B.-C.K.); (B.H.B.); (I.L.)
| | - Chang-Bae Kong
- Department of Orthopaedic Surgery, Seoul National University Hospital, Seoul 03080, Korea; (C.-B.K.); (W.S.S.)
| | - Won Seok Song
- Department of Orthopaedic Surgery, Seoul National University Hospital, Seoul 03080, Korea; (C.-B.K.); (W.S.S.)
| | - Jae-Soo Koh
- Department of Pathology, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea;
| | - Sang-Keun Woo
- Radiological & Medico-Oncological Sciences, University of Science & Technology, Seoul 34113, Korea;
- Division of Applied RI, Korea Institute of Radiological and Medical Science, Seoul 01812, Korea;
- Correspondence: ; Tel.: +82-2-970-1659
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14
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Lee CH, Lim I, Woo SK, Kim W, Kim KI, Lee KC, Song K, Lim SM. Targeted alpha immunotherapy of CD20-positive B-cell lymphoma model: dosimetry estimate of 225Ac-DOTA-rituximab using 64Cu-DOTA-rituximab. Ann Nucl Med 2021; 35:639-647. [PMID: 33811601 DOI: 10.1007/s12149-021-01607-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 03/14/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate the radiation dosimetry of alpha-emitter 225Ac-DOTA-rituximab using Monte Carlo simulation of 64Cu-DOTA-rituximab. METHODS CD20 expression was evaluated in lymphoma cell lines (Jurkat and Raji). DOTA-rituximab was conjugated and then chelated by 64Cu. Tumor xenograft models were established in BALB/c-nu mice. Animal PET/CT imaging was obtained after tail vein injection with and without a pre-dose of 2 mg of cold rituximab. Specific binding of tumors was evaluated by an organ distribution assay and autoradiography. CD20 expression in tumor tissues was evaluated by immunohistochemistry. The residence time was calculated using 64Cu-DOTA-rituximab PET/CT acquisition data using OLINDA/EXM software. 225Ac-DOTA-rituximab tumor dosimetry was performed using Monte Carlo simulation with 64Cu-DOTA-rituximab PET/CT images. RESULTS Specific binding of Raji cells (CD20 positive) was 90 times that of Jurkat cells (CD20 negative) (p < 0.0001). Immunoreactivity was more than 75%. PET/CT imaging with 64Cu-DOTA-rituximab was specifically observed in tumors. The radioactivity of the tumor was much higher than that of other organs, and tumor uptake was related to CD20 expression. The predicted human dose for the administration of 64Cu-DOTA-rituximab was measured as the effective dose (1.07E-02 mSv/MBq). In the tumor region, equivalent doses of 225Ac-DOTA-rituximab (14 SvRBE5/MBq) were much higher (74-fold) than those of 64Cu-DOTA-rituximab (0.19 SvRBE5/MBq) (p < 0.01). CONCLUSION Tumor dosimetry of 225Ac-DOTA-rituximab can be estimated via the Monte Carlo simulation of 64Cu-DOTA-rituximab. 225Ac-DOTA-rituximab can be employed for lymphoma as targeted alpha therapy.
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Affiliation(s)
- Chul-Hee Lee
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul, Korea.,Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Korea.,Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Weill Cornell Medicine, New York, New York, USA
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul, Korea. .,Department of Radiological and Medico-Oncological Sciences, University of Science and Technology, Seoul, Korea.
| | - Sang-Keun Woo
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul, Korea. .,Department of Radiological and Medico-Oncological Sciences, University of Science and Technology, Seoul, Korea.
| | - Wook Kim
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Kwang Il Kim
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Kyo Chul Lee
- Division of Applied RI, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Kanghyon Song
- Department of Urology, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
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15
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Lee I, Lim I, Byun BH, Kim BI, Choi CW, Woo SK, Kim KI, Lee KC, Kang JH, Seong MK, Kim HA, Noh WC, Lim SM. A preliminary clinical trial to evaluate 64Cu-NOTA-Trastuzumab as a positron emission tomography imaging agent in patients with breast cancer. EJNMMI Res 2021; 11:8. [PMID: 33475899 PMCID: PMC7818354 DOI: 10.1186/s13550-021-00746-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 01/05/2021] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND The purpose of this study was to evaluate both the biodistribution and safety of 64Cu-1,4,7-triazacyclononane-1,4,7-triacetic acid (NOTA)-Trastuzumab, a novel 64Cu-labeled positron emission tomography (PET) tracer for human epidermal growth factor receptor 2 (HER2) in patients with breast cancer. METHODS PET images at 1, 24, and 48 h after 296 MBq of 64Cu-NOTA-Trastuzumab injection were obtained from seven patients with breast cancer. Both the primary tumors' and metastatic lesions' maximum standardized uptake value (SUVmax) was evaluated. The mean SUVmax (SUVmean) was evaluated in the other organs, including the blood pool, liver, kidney, muscle, spleen, bladder, and the lungs, as well as the bones. Moreover, the internal radiation dosimetry was calculated using the OLINDA/EXM software. Safety was assessed based on feedback regarding adverse reactions and safety-related issues within 1 month after 64Cu-NOTA-Trastuzumab administration. RESULTS 64Cu-NOTA-Trastuzumab PET images showed that the overall SUVmean values in each organ negatively correlated with time. The liver's average SUVmean values were measured at 5.3 ± 0.7, 4.8 ± 0.6, and 4.4 ± 0.5 on 1 h, 24 h, and 48 h after injection, respectively. The average SUVmean blood values were measured at 13.1 ± 0.9, 9.1 ± 1.2, and 7.1 ± 1.9 on 1 h, 24 h, and 48 h after injection, respectively. The SUVmax of HER2-positive tumors was relatively higher than HER2-negative tumors (8.6 ± 5.1 and 5.2 ± 2.8 on 48 h after injection, respectively). Tumor-to-background ratios were higher in the HER2-positive tumors than in the HER2-negative tumors. No adverse events related to 64Cu-NOTA-Trastuzumab were reported. The calculated effective dose with a 296 MBq injection of 64Cu-NOTA-Trastuzumab was 2.96 mSv. The highest absorbed dose was observed in the liver (0.076 mGy/MBq), followed by the spleen (0.063 mGy/MBq), kidney (0.044 mGy/MBq), and heart wall (0.044 mGy/MBq). CONCLUSIONS 64Cu-NOTA-Trastuzumab showed a specific uptake at the HER2-expressing tumors, thus making it a feasible and safe monitoring tool of HER2 tumor status in patients with breast cancer. TRIAL REGISTRATION CRIS, KCT0002790. Registered 02 February 2018, https://cris.nih.go.kr.
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Affiliation(s)
- Inki Lee
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea.
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
| | - Byung Il Kim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
| | - Chang Woon Choi
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
| | - Sang-Keun Woo
- Division of Applied RI, Research Institute of Radiological and Medical Sciences, Korea Institutes of Radiological and Medical Sciences, Seoul, Korea
| | - Kwang Il Kim
- Division of Applied RI, Research Institute of Radiological and Medical Sciences, Korea Institutes of Radiological and Medical Sciences, Seoul, Korea
| | - Kyo Chul Lee
- Division of Applied RI, Research Institute of Radiological and Medical Sciences, Korea Institutes of Radiological and Medical Sciences, Seoul, Korea
| | - Joo Hyun Kang
- Division of Applied RI, Research Institute of Radiological and Medical Sciences, Korea Institutes of Radiological and Medical Sciences, Seoul, Korea
| | - Min-Ki Seong
- Department of Surgery, Korea Cancer Centre Hospital, Korea Institutes of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
| | - Hyun-Ah Kim
- Department of Surgery, Korea Cancer Centre Hospital, Korea Institutes of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
| | - Woo Chul Noh
- Department of Surgery, Korea Cancer Centre Hospital, Korea Institutes of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea.
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Korea
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16
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Lee CH, Lim I, Woo SK, Kim KI, Lee KC, Song K, Choi CW, Lim SM. The Feasibility of 64Cu-PSMA I&T PET for Prostate Cancer. Cancer Biother Radiopharm 2021; 37:417-423. [DOI: 10.1089/cbr.2020.4189] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Affiliation(s)
- Chul-Hee Lee
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
- Division of Applied RI, Research Institute of Radiological & Medical Sciences, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
- Department of Urology, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Sang-Keun Woo
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
- Department of Nuclear Medicine, Seoul. National University Hospital, Seoul, Republic of Korea
| | - Kwang Il Kim
- Department of Nuclear Medicine, Seoul. National University Hospital, Seoul, Republic of Korea
| | - Kyo Chul Lee
- Department of Nuclear Medicine, Seoul. National University Hospital, Seoul, Republic of Korea
| | - Kanghyon Song
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
| | - Chang Woon Choi
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
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17
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Choi JH, Kim HA, Kim W, Lim I, Lee I, Byun BH, Noh WC, Seong MK, Lee SS, Kim BI, Choi CW, Lim SM, Woo SK. Early prediction of neoadjuvant chemotherapy response for advanced breast cancer using PET/MRI image deep learning. Sci Rep 2020; 10:21149. [PMID: 33273490 PMCID: PMC7712787 DOI: 10.1038/s41598-020-77875-5] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 11/13/2020] [Indexed: 11/13/2022] Open
Abstract
This study aimed to investigate the predictive efficacy of positron emission tomography/computed tomography (PET/CT) and magnetic resonance imaging (MRI) for the pathological response of advanced breast cancer to neoadjuvant chemotherapy (NAC). The breast PET/MRI image deep learning model was introduced and compared with the conventional methods. PET/CT and MRI parameters were evaluated before and after the first NAC cycle in patients with advanced breast cancer [n = 56; all women; median age, 49 (range 26–66) years]. The maximum standardized uptake value (SUVmax), metabolic tumor volume (MTV), and total lesion glycolysis (TLG) were obtained with the corresponding baseline values (SUV0, MTV0, and TLG0, respectively) and interim PET images (SUV1, MTV1, and TLG1, respectively). Mean apparent diffusion coefficients were obtained from baseline and interim diffusion MR images (ADC0 and ADC1, respectively). The differences between the baseline and interim parameters were measured (ΔSUV, ΔMTV, ΔTLG, and ΔADC). Subgroup analysis was performed for the HER2-negative and triple-negative groups. Datasets for convolutional neural network (CNN), assigned as training (80%) and test datasets (20%), were cropped from the baseline (PET0, MRI0) and interim (PET1, MRI1) images. Histopathologic responses were assessed using the Miller and Payne system, after three cycles of chemotherapy. Receiver operating characteristic curve analysis was used to assess the performance of the differentiating responders and non-responders. There were six responders (11%) and 50 non-responders (89%). The area under the curve (AUC) was the highest for ΔSUV at 0.805 (95% CI 0.677–0.899). The AUC was the highest for ΔSUV at 0.879 (95% CI 0.722–0.965) for the HER2-negative subtype. AUC improved following CNN application (SUV0:PET0 = 0.652:0.886, SUV1:PET1 = 0.687:0.980, and ADC1:MRI1 = 0.537:0.701), except for ADC0 (ADC0:MRI0 = 0.703:0.602). PET/MRI image deep learning model can predict pathological responses to NAC in patients with advanced breast cancer.
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Affiliation(s)
- Joon Ho Choi
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hyun-Ah Kim
- Department of Surgery, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea.
| | - Wook Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Inki Lee
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Woo Chul Noh
- Department of Surgery, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Min-Ki Seong
- Department of Surgery, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Seung-Sook Lee
- Department of Pathology, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Byung Il Kim
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Chang Woon Choi
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea
| | - Sang-Keun Woo
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea. .,Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences (KIRAMS), Seoul, Republic of Korea.
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Lee I, Lim I, Byun BH, Kim BI, Choi CW, Woo SK, Lee KC, Kang JH, Kil HS, Park C, Chi DY, Park J, Song K, Lim SM. A microdose clinical trial to evaluate [ 18F]Florastamin as a positron emission tomography imaging agent in patients with prostate cancer. Eur J Nucl Med Mol Imaging 2020; 48:95-102. [PMID: 32458006 DOI: 10.1007/s00259-020-04883-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 05/19/2020] [Indexed: 01/11/2023]
Abstract
PURPOSE To evaluate the biodistribution of [18F]Florastamin, a novel 18F-labelled positron emission tomography (PET) tracer for prostate-specific membrane antigen (PSMA) for the diagnosis of prostate cancer. METHODS PET was performed for five healthy controls and 10 patients with prostate cancer at 0, 10, 30, 70, and 120 mins after injecting 370 MBq of [18F]Florastamin. The maximum standardised uptake value (SUVmax) was evaluated in the primary tumour. The mean SUVmax (SUVmean) was evaluated in normal organs. Furthermore, the residence time was evaluated by assessing radioactivity in each organ. The internal radiation dosimetry was calculated using the OLINDA/EXM software. RESULTS The SUVmax in primary tumours increased with time. A favourable tumour to background ratio was also observed over time. Multiple lymph nodes and bone metastases were also evaluated and showed a similar pattern to SUVmax in the primary tumour. In one patient, a tiny lymph node metastasis was identified using [18F]Florastamin PET, which was not observed using other modalities, and was histologically confirmed. The highest absorbed dose was observed in the kidney (0.062 ± 0.015 mGy/MBq), followed by the bladder (0.032 ± 0.013 mGy/MBq), liver (0.022 ± 0.006 mGy/MBq), and salivary gland (0.018 ± 0.006 mGy/MBq). The effective dose with a 370 MBq injection of [18F]Florastamin was 1.81 mSv. No adverse events related to [18F]Florastamin were reported. CONCLUSION We identified a novel PSMA-targeted PET ligand, [18F]Florastamin, for imaging prostate cancer. [18F]Florastamin showed a high SUVmax and relatively high tumour to background ratio in both primary tumour and metastatic lesions, which suggests its high sensitivity to detect tumours without any adverse events. TRIAL REGISTRATION KCT0003924 registered at https://cris.nih.go.kr/ .
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Affiliation(s)
- Inki Lee
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea.
| | - Byung Hyun Byun
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea
| | - Byung Il Kim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea
| | - Chang Woon Choi
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea
| | - Sang-Keun Woo
- Division of Applied RI, Research Institute of Radiological & Medical Sciences, Korea Institutes of Radiological & Medical Sciences, Seoul, South Korea
| | - Kyo Chul Lee
- Division of Applied RI, Research Institute of Radiological & Medical Sciences, Korea Institutes of Radiological & Medical Sciences, Seoul, South Korea
| | - Joo Hyun Kang
- Division of Applied RI, Research Institute of Radiological & Medical Sciences, Korea Institutes of Radiological & Medical Sciences, Seoul, South Korea
| | - Hee Seup Kil
- Research Institute of Labeling, FutureChem Co., Ltd., Seoul, South Korea
| | - Chansoo Park
- Research Institute of Labeling, FutureChem Co., Ltd., Seoul, South Korea
| | - Dae Yoon Chi
- Research Institute of Labeling, FutureChem Co., Ltd., Seoul, South Korea.,Department of Chemistry, Sogang University, Seoul, South Korea
| | - Jongwook Park
- Department of Urology, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea
| | - Kanghyon Song
- Department of Urology, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea.
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Cancer Centre Hospital, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, South Korea
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Mo Kang C, Lee CH, Il Kim K, Jin Jang S, Park JA, Chul Lee K, Lim I, Moo Lim S, Woo SK, Jin Lee Y. Synthesis and Evaluation of 64Cu (225Ac)-labeled Rituximab for CD20 Expression. J Med Imaging Radiat Sci 2019. [DOI: 10.1016/j.jmir.2019.11.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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20
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Woo SK, Kim W, Moo Lim S, Heesu A, Jung KH, Young Kim J, Jin Han S, Hyeon P, Chul Lee K, Jin Lee Y, Lim I. Estimation of Internal Dosimetry of 64Cu and 225Ac Labeled PSMA-617. J Med Imaging Radiat Sci 2019. [DOI: 10.1016/j.jmir.2019.11.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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21
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Heo JI, Kim KI, Woo SK, Kim JS, Choi KJ, Lee HJ, Kim KS. Stromal Cell-Derived Factor 1 Protects Brain Vascular Endothelial Cells from Radiation-Induced Brain Damage. Cells 2019; 8:cells8101230. [PMID: 31658727 PMCID: PMC6830118 DOI: 10.3390/cells8101230] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 10/08/2019] [Accepted: 10/08/2019] [Indexed: 02/03/2023] Open
Abstract
Stromal cell-derived factor 1 (SDF-1) and its main receptor, CXC chemokine receptor 4 (CXCR4), play a critical role in endothelial cell function regulation during cardiogenesis, angiogenesis, and reendothelialization after injury. The expression of CXCR4 and SDF-1 in brain endothelial cells decreases due to ionizing radiation treatment and aging. SDF-1 protein treatment in the senescent and radiation-damaged cells reduced several senescence phenotypes, such as decreased cell proliferation, upregulated p53 and p21 expression, and increased senescence-associated beta-galactosidase (SA-β-gal) activity, through CXCR4-dependent signaling. By inhibiting extracellular signal-regulated kinase (ERK) and signal transducer and activator of transcription protein 3 (STAT3), we confirmed that activation of both is important in recovery by SDF-1-related mechanisms. A CXCR4 agonist, ATI2341, protected brain endothelial cells from radiation-induced damage. In irradiation-damaged tissue, ATI2341 treatment inhibited cell death in the villi of the small intestine and decreased SA-β-gal activity in arterial tissue. An ischemic injury experiment revealed no decrease in blood flow by irradiation in ATI2341-administrated mice. ATI2341 treatment specifically affected CXCR4 action in mouse brain vessels and partially restored normal cognitive ability in irradiated mice. These results demonstrate that SDF-1 and ATI2341 may offer potential therapeutic approaches to recover tissues damaged during chemotherapy or radiotherapy, particularly by protecting vascular endothelial cells.
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Affiliation(s)
- Jong-Ik Heo
- Divisions of Radiation Biomedical Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea.
- School of Radiological and Medico-Oncological Sciences, University of Science and Technology, Daejeon 34054, Korea.
| | - Kwang Il Kim
- Divisions of Radio-Isotope Applied Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea.
| | - Sang-Keun Woo
- Divisions of Radio-Isotope Applied Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea.
| | - Joong Sun Kim
- K-herb Research Center, Korea Institute of Oriental Medicine, Daejeon 34054, Korea.
| | - Kyu Jin Choi
- Divisions of Radiation Biomedical Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea.
| | - Hae-June Lee
- Divisions of Radiation Biomedical Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea.
| | - Kwang Seok Kim
- Divisions of Radiation Biomedical Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Korea.
- School of Radiological and Medico-Oncological Sciences, University of Science and Technology, Daejeon 34054, Korea.
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22
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Song IH, Jeong MS, Hong HJ, Shin JI, Park YS, Woo SK, Moon BS, Kim KI, Lee YJ, Kang JH, Lee TS. Development of a Theranostic Convergence Bioradiopharmaceutical for Immuno-PET Based Radioimmunotherapy of L1CAM in Cholangiocarcinoma Model. Clin Cancer Res 2019; 25:6148-6159. [PMID: 31337646 DOI: 10.1158/1078-0432.ccr-19-1157] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 05/31/2019] [Accepted: 07/18/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE Cholangiocarcinoma is a malignancy of bile duct with a poor prognosis. Conventional chemotherapy and radiotherapy are generally ineffective, and surgical resection is the only curative treatment for cholangiocarcinoma. L1-cell adhesion molecule (L1CAM) has been known as a novel prognostic marker and therapeutic target for cholangiocarcinoma. This study aimed to evaluate the feasibility of immuno-PET imaging-based radioimmunotherapy using radiolabeled anti-L1CAM antibody in cholangiocarcinoma xenograft model. EXPERIMENTAL DESIGN We prepared a theranostic convergence bioradiopharmaceutical using chimeric anti-L1CAM antibody (cA10-A3) conjugated with 1,4,7-triazacyclononane-1,4,7-triacetic acid (NOTA) chelator and labeled with 64Cu or 177Lu and evaluated the immuno-PET or SPECT/CT imaging and biodistribution with 64Cu-/177Lu-cA10-A3 in various cholangiocarcinoma xenograft models. Therapeutic efficacy and response monitoring were performed by 177Lu-cA10-A3 and 18F-FDG-PET, respectively, and immunohistochemistry was done by TUNEL and Ki-67. RESULTS Radiolabeled cA10-A3 antibodies specifically recognized L1CAM in vitro, clearly visualized cholangiocarcinoma tumors in immuno-PET and SPECT/CT imaging, and differentiated the L1CAM expression level in cholangiocarcinoma xenograft models. 177Lu-cA10-A3 (12.95 MBq/100 μg) showed statistically significant reduction in tumor volumes (P < 0.05) and decreased glucose metabolism (P < 0.01). IHC analysis revealed 177Lu-cA10-A3 treatment increased TUNEL-positive and decreased Ki-67-positive cells, compared with saline, cA10-A3, or 177Lu-isotype. CONCLUSIONS Anti-L1CAM immuno-PET imaging using 64Cu-cA10-A3 could be translated into the clinic for characterizing the pharmacokinetics and selecting appropriate patients for radioimmunotherapy. Radioimmunotherapy using 177Lu-cA10-A3 may provide survival benefit in L1CAM-expressing cholangiocarcinoma tumor. Theranostic convergence bioradiopharmaceutical strategy would be applied as imaging biomarker-based personalized medicine in L1CAM-expressing patients with cholangiocarcinoma.
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Affiliation(s)
- In Ho Song
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea.,Department of Biomedical Laboratory Science, Yonsei University, Wonju, South Korea
| | - Mun Sik Jeong
- Department of Systems Immunology, Kangwon National University, Chuncheon, South Korea
| | - Hyo Jeong Hong
- Department of Systems Immunology, Kangwon National University, Chuncheon, South Korea.,Scripps Korea Antibody Institute, Chuncheon, South Korea
| | - Jong Il Shin
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea
| | - Yong Serk Park
- Department of Biomedical Laboratory Science, Yonsei University, Wonju, South Korea
| | - Sang-Keun Woo
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea
| | - Byung Seok Moon
- Department of Nuclear Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University School of Medicine, Seoul, South Korea
| | - Kwang Il Kim
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea
| | - Yong Jin Lee
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea
| | - Joo Hyun Kang
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea
| | - Tae Sup Lee
- Division of RI Application, Korea Institute of Radiological and Medical Sciences, Seoul, South Korea.
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Kim JY, Park JH, Seo SM, Park JI, Jeon HY, Lee HK, Yoo RJ, Lee YJ, Woo SK, Lee WJ, Choi CM, Choi YK. Radioprotective effect of newly synthesized toll-like receptor 5 agonist, KMRC011, in mice exposed to total-body irradiation. J Radiat Res 2019; 60:432-441. [PMID: 31165150 PMCID: PMC6640901 DOI: 10.1093/jrr/rrz024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 02/14/2019] [Indexed: 05/18/2023]
Abstract
Exposure to ionizing radiation leads to severe damages in radiosensitive organs and induces acute radiation syndrome, including effects on the hematopoietic system and gastrointestinal system. In this study, the radioprotective ability of KMRC011, a novel toll-like receptor 5 (TLR5) agonist, was investigated in C57BL6/N mice exposed to lethal total-body gamma-irradiation. In a 30-day survival study, KMRC011-treated mice had a significantly improved survival rate compared with control after 11 Gy total-body irradiation (TBI), and it was found that the radioprotective activity of KMRC011 depended on its dosage and repeated treatment. In a 5-day short-term study, we demonstrated that KMRC011 treatment stimulated cell proliferation and had an anti-apoptotic effect. Furthermore, KMRC011 increased the expressions of genes related to DNA repair, such as Rad21, Gadd45b, Sod2 and Irg1, in the small intestine of lethally irradiated mice. Interestingly, downregulation of NF-κB p65 in the mouse intestine by KMRC011 treatment was observed. This data indicated that KMRC011 exerted a radioprotective activity partially by regulating NF-κB signaling. Finally, peak expression levels of G-CSF, IL-6, IFN-γ, TNF-α and IP-10 induced by KMRC011 treatment were different depending on the route of administration and type of cytokine. These cytokines could be used as candidate biomarkers for the evaluation of KMRC011 clinical efficacy. Our data indicated that KMRC011 has radioprotective activity in lethally irradiated mice and may be developed as a therapeutic agent for radioprotection.
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Affiliation(s)
- Jun-Young Kim
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
| | - Jong-Hyung Park
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
- ViroMed Co., Ltd, 1, Gwanak-ro, Gwanak-gu, Seoul, Republic of Korea
| | - Sun-Min Seo
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
| | - Jin-Il Park
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
- ViroMed Co., Ltd, 1, Gwanak-ro, Gwanak-gu, Seoul, Republic of Korea
| | - Hee-Yeon Jeon
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
- Department of Core Research Laboratory, Clinical Research Institute, Kyung Hee University Hospital at Gangdong, 892, Dongnam-ro, Gangdong-gu, Seoul, Republic of Korea
| | - Han-Kyul Lee
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
| | - Ran-Ji Yoo
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Republic of Korea
| | - Yong-Jin Lee
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Republic of Korea
| | - Sang-Keun Woo
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, 75, Nowon-ro, Nowon-gu, Seoul, Republic of Korea
| | - Woo-Jong Lee
- Biomedical Manufacturing Technology Center, Korea Institute of Industrial Technology, 59, Yangho-gil, Yeongcheon-si, Gyeongsangbuk-do, Republic of Korea
| | - Chi-Min Choi
- Biomedical Manufacturing Technology Center, Korea Institute of Industrial Technology, 59, Yangho-gil, Yeongcheon-si, Gyeongsangbuk-do, Republic of Korea
| | - Yang-Kyu Choi
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, Republic of Korea
- Corresponding author. Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea. Tel: +82-2-2049-6113; Fax: +82-2-450-3037;
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Mo Kang C, Lee CH, Il Kim K, Jin Jang S, Park JA, Chul Lee K, Lim I, Moo Lim S, Woo SK, Jin Lee Y. Synthesis and Evaluation of 64Cu (225Ac)-labeled Rituximab for CD20 Expression. J Med Imaging Radiat Sci 2019. [DOI: 10.1016/j.jmir.2019.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Woo SK, Kim W, Moo Lim S, Heesu A, Jung KH, Young Kim J, Jin Han S, Hyeon P, Chul Lee K, Jin Lee Y, Lim I. Estimation of Internal Dosimetry of 64Cu and 225Ac Labeled PSMA-617. J Med Imaging Radiat Sci 2019. [DOI: 10.1016/j.jmir.2019.03.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Woo SK, Kim W, Lee CH, Lee H, Chul Lee K, Jin Lee Y, Moo Lim S, Lim I. Image-based Approach for Absorbed Dose Estimation of 64Cu/225Ac-DOTA-trastuzumab using Monte Carlo Simulation. J Med Imaging Radiat Sci 2019. [DOI: 10.1016/j.jmir.2019.03.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Woo SK, Jang SJ, Seo MJ, Park JH, Kim BS, Kim EJ, Lee YJ, Lee TS, An GI, Song IH, Seo Y, Kim KI, Kang JH. Development of 64Cu-NOTA-Trastuzumab for HER2 Targeting: A Radiopharmaceutical with Improved Pharmacokinetics for Human Studies. J Nucl Med 2018; 60:26-33. [PMID: 29777007 DOI: 10.2967/jnumed.118.210294] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 05/14/2018] [Indexed: 01/12/2023] Open
Abstract
The purpose of this study was to develop 64Cu-labeled trastuzumab with improved pharmacokinetics for human epidermal growth factor receptor 2 (HER2). Methods: Trastuzumab was conjugated with SCN-Bn-NOTA and radiolabeled with 64Cu. Serum stability and immunoreactivity of 64Cu-NOTA-trastuzumab were tested. Small-animal PET imaging and biodistribution studies were performed in a HER2-positive breast cancer xenograft model (BT-474). The internal dosimetry for experimental animals was determined using the image-based approach with the Monte Carlo N-particle code. Results: 64Cu-NOTA-trastuzumab was prepared with high radiolabeling yield and radiochemical purity (>98%) and showed high stability in serum and good immunoreactivity. Uptake of 64Cu-NOTA-trastuzumab was highest at 48 h after injection as determined by PET imaging and biodistribution results in BT-474 tumors. The blood radioactivity concentrations of 64Cu-NOTA-trastuzumab decreased biexponentially with time in both mice with and mice without BT-474 tumor xenografts. The calculated absorbed dose of 64Cu-NOTA-trastuzumab was 0.048 mGy/MBq for the heart, 0.079 mGy/MBq for the liver, and 0.047 mGy/MBq for the spleen. Conclusion: 64Cu-NOTA-trastuzumab was effectively targeted to the HER2-expressing tumor in vitro and in vivo, and it exhibited a relatively low absorbed dose due to a short residence time. Therefore, 64Cu-NOTA-trastuzumab could be applied to select the right patients and right timing for HER2 therapy, to monitor the treatment response after HER2-targeted therapy, and to detect distal or metastatic spread.
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Affiliation(s)
- Sang-Keun Woo
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Su Jin Jang
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Min-Jung Seo
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Ju Hui Park
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Byoung Soo Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Eun Jung Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Yong Jin Lee
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Tae Sup Lee
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Gwang Il An
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - In Ho Song
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Youngho Seo
- Department of Radiology, University of California San Francisco School of Medicine, San Francisco, California
| | - Kwang Il Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
| | - Joo Hyun Kang
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; and
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Woo SK, Moon BS, Kim BS, Kim MH, Lee YJ, Jung JH, Lee KC, Seo Y, Kim W, Lim SM, Lee BC, Kim SE. Feasibility of myocardial PET imaging using a benzylguanidine analog: meta-(3-[ 18F]fluoropropyl)benzylguanidine ([ 18F]mFPBG). Nucl Med Biol 2018; 61:63-70. [PMID: 29783202 DOI: 10.1016/j.nucmedbio.2018.04.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 04/04/2018] [Accepted: 04/23/2018] [Indexed: 10/17/2022]
Abstract
INTRODUCTION Global and regional sympathetic activity in the heart can be evaluated using [123I]meta-iodobenzylguanidine ([123I]mIBG) imaging. However, [123I]mIBG is associated with low image spatial resolution and sensitivity in cardiac imaging. We investigated the capability of an F-18-labeled mIBG derivative, meta-(3-[18F]fluoropropyl)benzylguanidine ([18F]mFPBG), for identifying ischemic and viable myocardium in a rat model of myocardial infarction. MATERIALS AND METHODS The ex vivo biodistribution and in vivo metabolic stability of [18F]mFPBG were investigated in Sprague-Dawley rats. Selective cardiac adrenergic activation was confirmed via a blocking experiment involving pretreatment with desipramine (2 mg kg-1), followed by the administration of [18F]mFPBG. Imaging properties of [18F]mFPBG were compared with those of traditional cardiac imaging radiotracers ([123I]mIBG and [99mTc]MIBI) in a rat model of myocardial infarction. Non-invasive image-based measurements of infarct sizes were then compared with histological findings by using Bland-Altman analysis. RESULTS The differences in infarct sizes determined using histological analysis and [18F]mFPBG PET were -2.55 ± 4.99% (range: -12.33 to 7.22), -2.35 ± 3.32% (range: -8.87 to 4.16), and -3.15 ± 6.16% (range: -15.24 to 8.93) at 5, 20, and 40 min, respectively. Furthermore, [18F]mFPBG PET was superior to traditional imaging methods in assessing the degree of ischemia in areas of myocardial infarction, as well as the actual infarct size. CONCLUSION Compared to [123I]mIBG, [18F]mFPBG showed improved spatial resolution and sensitivity in a rat model of myocardial infarction. This result suggested that [18F]mFPBG is a promising cardiac PET imaging agent for potential diagnostic application in PET cardiology.
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Affiliation(s)
- Sang-Keun Woo
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Byung Seok Moon
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea
| | - Bom Sahn Kim
- Department of Nuclear Medicine, Ewha Womans University School of Medicine, Seoul 07985, Republic of Korea
| | - Min Hwan Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Yong Jin Lee
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Jae Ho Jung
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea
| | - Kyo Chul Lee
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Youngho Seo
- Department of Radiology, University of California San Francisco School of Medicine, San Francisco, CA 94143, USA
| | - Wook Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Sang Moo Lim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul 01812, Republic of Korea
| | - Byung Chul Lee
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea; Center for Nanomolecular Imaging and Innovative Drug Development, Advanced Institutes of Convergence Technology, Suwon 16229, Republic of Korea.
| | - Sang Eun Kim
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea; Center for Nanomolecular Imaging and Innovative Drug Development, Advanced Institutes of Convergence Technology, Suwon 16229, Republic of Korea; Department of Transdisciplinary Studies, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08826, Republic of Korea
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Yoo RJ, Kim MH, Woo SK, Kim KI, Lee TS, Choi YK, Kang JH, Lim SM, Lee YJ. Monitoring of macrophage accumulation in statin-treated atherosclerotic mouse model using sodium iodide symporter imaging system. Nucl Med Biol 2017; 48:45-51. [PMID: 28208058 DOI: 10.1016/j.nucmedbio.2017.01.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Revised: 01/16/2017] [Accepted: 01/20/2017] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Macrophages play a key role in atherosclerotic plaque formation in atherosclerosis, but its detailed understanding has poorly investigated until now. Thus, we sought to demonstrate a noninvasive technique for macrophage tracking to atherosclerotic lesions in apolipoprotein E-/-(ApoE-/-) mice with an imaging system based on sodium iodide symporter (NIS) gene coupled with 99mTc-single-photon emission computed tomography (SPECT). METHODS AND RESULTS Macrophage cells (RAW264.7) were stably transduced with retrovirus expressing NIS gene (RAW-NIS). In RAW-NIS cells, uptake of 125I was higher than the parental cells. [18F]FDG signals in the aorta at 30weeks on an ApoE-/- mice with high cholesterol diet were higher (1.7±0.12% injected dose (ID)) than those in control group (0.84±0.06% ID). Through 99mTc-SPECT/computed tomography (CT), in the RAW-NIS cell injected group, the 99mTc-pertechnetate uptake in aorta was higher than control groups. However, according to atorvastatin treatment, RAW-NIS cell recruitment reduced to the aorta. Area of 99mTc-pertechnetate uptake was positively correlated with immunostaining results against macrophage antigen (CD68). Cholesterol and low-density lipoprotein levels of atorvastatin-treated group showed lower than those of atorvastatin-untreated group, but did not reach statistical difference. CONCLUSIONS This novel approach to tracking macrophages to atherosclerotic plaques in vivo can be applied for studies of arterosclerotic vascular disease.
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Affiliation(s)
- Ran Ji Yoo
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea; Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, Seoul, Republic of Korea
| | - Min Hwan Kim
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea
| | - Sang-Keun Woo
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea
| | - Kwang Il Kim
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea
| | - Tae Sup Lee
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea
| | - Yang-Kyu Choi
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Konkuk University, Seoul, Republic of Korea
| | - Joo Hyun Kang
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea
| | - Yong Jin Lee
- Division of RI-Convergence Research, Korea Institute of Radiological & Medical Sciences, Seoul, Republic of Korea.
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Kim MH, Lee KC, An GI, Woo SK, Park NW, Kim BI, Eom KD, Kim KI, Lee TS, Kim CW, Yoo J, Kang JH, Lee YJ. Evaluation of safety and efficacy of adipose-derived stem cells in rat myocardial infarction model using hexadecyl-4-[ 124 I]iodobenzoate for cell tracking. Appl Radiat Isot 2016; 108:116-123. [DOI: 10.1016/j.apradiso.2015.12.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 11/20/2015] [Accepted: 12/14/2015] [Indexed: 01/10/2023]
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Affiliation(s)
- Yong Sung Park
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Yong Jin Lee
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Wook Kim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Young Hoon Ji
- Department of Radiation Oncology, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Kum Bae Kim
- Department of Radiation Oncology, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Joo Hyun Kang
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Sang Moo Lim
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Sang-Keun Woo
- Division of RI-Convergence Research, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
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Kim MH, Woo SK, Kim KI, Lee TS, Kim CW, Kang JH, Kim BI, Lim SM, Lee KC, Lee YJ. Simple Methods for Tracking Stem Cells with (64)Cu-Labeled DOTA-hexadecyl-benzoate. ACS Med Chem Lett 2015; 6:528-30. [PMID: 26005527 DOI: 10.1021/acsmedchemlett.5b00021] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 04/07/2015] [Indexed: 11/28/2022] Open
Abstract
The purpose of this study was to evaluate (64)Cu-labeled hexadecyl-1,4,7,10-tetraazacyclododecane-tetraacetic acid-benzoate ((64)Cu-DOTA-HB) (1) as positron emission tomography (PET) radiotracer for stem cell imaging. Hexadecyl-DOTA-benzoate (DOTA-HB) (2) was efficiently labeled with (64)Cu (>99%), and cell labeling efficiency with adipose-derived stem cells (ADSCs) was over 50%. Labeling with 1 did not compromise cell viability. In the PET imaging, intramuscularly transplanted 1-labeled ADSCs were monitored for 18 h in normal rat heart. These results indicate that 1 can be utilized as a promising radiotracer for monitoring of transplanted stem cells.
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Affiliation(s)
- Min Hwan Kim
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
- School
of Life Sciences and Biotechnology, Korea University, Seoul 136-701, Republic of Korea
| | - Sang-Keun Woo
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Kwang Il Kim
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Tae Sup Lee
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Chan Wha Kim
- School
of Life Sciences and Biotechnology, Korea University, Seoul 136-701, Republic of Korea
| | - Joo Hyun Kang
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Byung Il Kim
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Sang Moo Lim
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Kyo Chul Lee
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
| | - Yong Jin Lee
- Molecular
Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul 139-706, Republic of Korea
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Kim MH, Woo SK, Lee KC, An GI, Pandya D, Park NW, Nahm SS, Eom KD, Kim KI, Lee TS, Kim CW, Kang JH, Yoo J, Lee YJ. Longitudinal monitoring adipose-derived stem cell survival by PET imaging hexadecyl-4-¹²⁴I-iodobenzoate in rat myocardial infarction model. Biochem Biophys Res Commun 2014; 456:13-9. [PMID: 25446095 DOI: 10.1016/j.bbrc.2014.11.019] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Accepted: 11/08/2014] [Indexed: 01/09/2023]
Abstract
This study aims to monitor how the change of cell survival of transplanted adipose-derived stem cells (ADSCs) responds to myocardial infarction (MI) via the hexadecyl-4-(124)I-iodobenzoate ((124)I-HIB) mediated direct labeling method in vivo. Stem cells have shown the potential to improve cardiac function after MI. However, monitoring of the fate of transplanted stem cells at target sites is still unclear. Rat ADSCs were labeled with (124)I-HIB, and radiolabeled ADSCs were transplanted into the myocardium of normal and MI model. In the group of (124)I-HIB-labeled ADSC transplantation, in vivo imaging was performed using small-animal positron emission tomography (PET)/computed tomography (CT) for 9 days. Twenty-one days post-transplantation, histopathological analysis and apoptosis assay were performed. ADSC viability and differentiation were not affected by (124)I-HIB labeling. In vivo tracking of the (124)I-HIB-labeled ADSCs was possible for 9 and 3 days in normal and MI model, respectively. Apoptosis of transplanted cells increased in the MI model compared than that in normal model. We developed a direct labeling agent, (124)I-HIB, and first tried to longitudinally monitor transplanted stem cell to MI. This approach may provide new insights on the roles of stem cell monitoring in living bodies for stem cell therapy from pre-clinical studies to clinical trials.
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Affiliation(s)
- Min Hwan Kim
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea; School of Life Sciences and Biotechnology, Korea University, Seoul, Republic of Korea
| | - Sang-Keun Woo
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Kyo Chul Lee
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Gwang Il An
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Darpan Pandya
- Department of Molecular Medicine, BK21 Plus KNU Biomedical Convergence Program, Kyungpook National University, Daegu, Republic of Korea
| | - Noh Won Park
- College of Veterinary Medicine, Konkuk University, Seoul, Republic of Korea
| | - Sang-Soep Nahm
- College of Veterinary Medicine, Konkuk University, Seoul, Republic of Korea
| | - Ki Dong Eom
- College of Veterinary Medicine, Konkuk University, Seoul, Republic of Korea
| | - Kwang Il Kim
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Tae Sup Lee
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Chan Wha Kim
- School of Life Sciences and Biotechnology, Korea University, Seoul, Republic of Korea
| | - Joo Hyun Kang
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea
| | - Jeongsoo Yoo
- Department of Molecular Medicine, BK21 Plus KNU Biomedical Convergence Program, Kyungpook National University, Daegu, Republic of Korea.
| | - Yong Jin Lee
- Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Republic of Korea.
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Hwang JP, Woo SK, Yoon SY, Jeong SY. The potential usefulness of (18)F-FDG PET/CT for detecting colorectal carcinoma and adenoma in asymptomatic adults. Ann Nucl Med 2014; 29:157-63. [PMID: 25358843 DOI: 10.1007/s12149-014-0922-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 10/20/2014] [Indexed: 12/26/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate the potential usefulness of (18)F-FDG PET/CT for detecting colorectal carcinoma and adenoma in asymptomatic adults. METHODS 614 subjects were enrolled in this retrospective study. They underwent both (18)F-FDG PET/CT and colonoscopy in the same day as part of a cancer-screening program. Small focal FDG accumulation along the colorectum on (18)F-FDG PET/CT images were compared with colonoscopy findings. Size of lesion was measured on colonoscopy and histology was determined by biopsy or polypectomy. RESULTS In 614 (18)F-FDG PET/CT images, 27 foci of FDG uptakes were observed in the colorectal area in 25 subjects. The overall sensitivity and specificity of (18)F-FDG PET/CT were 5.6 and 96.8 %, respectively, but sensitivity to detect lesions larger than or equal to 1 cm was 25.8 %. On the ROC analysis, the optimal cut-off value for differentiating premalignant and malignant lesions from other benign conditions was 5.0 (sensitivity = 50 %, specificity = 88 %, AUC = 0.643). CONCLUSIONS Colonoscopic evaluation could be recommended by presence of focal colonic FDG uptake on (18)F-FDG PET/CT, especially when SUVmax is over 5.
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Affiliation(s)
- Jae Pil Hwang
- Department of Radiology, Soonchunhyang University Hospital, 657, Hannam-dong, Yongsan-gu, Seoul, 140-743, South Korea
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Kim M, Woo SK, Yu JW, Lee YJ, Kim KM, Kang JH, Eom K, Nahm SS. Effect of Harderian adenectomy on the statistical analyses of mouse brain imaging using positron emission tomography. J Vet Sci 2013; 15:157-61. [PMID: 23820224 PMCID: PMC3973759 DOI: 10.4142/jvs.2014.15.1.157] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Accepted: 06/28/2013] [Indexed: 11/30/2022] Open
Abstract
Positron emission tomography (PET) using 2-deoxy-2-[18F] fluoro-D-glucose (FDG) as a radioactive tracer is a useful technique for in vivo brain imaging. However, the anatomical and physiological features of the Harderian gland limit the use of FDG-PET imaging in the mouse brain. The gland shows strong FDG uptake, which in turn results in distorted PET images of the frontal brain region. The purpose of this study was to determine if a simple surgical procedure to remove the Harderian gland prior to PET imaging of mouse brains could reduce or eliminate FDG uptake. Measurement of FDG uptake in unilaterally adenectomized mice showed that the radioactive signal emitted from the intact Harderian gland distorts frontal brain region images. Spatial parametric measurement analysis demonstrated that the presence of the Harderian gland could prevent accurate assessment of brain PET imaging. Bilateral Harderian adenectomy efficiently eliminated unwanted radioactive signal spillover into the frontal brain region beginning on postoperative Day 10. Harderian adenectomy did not cause any post-operative complications during the experimental period. These findings demonstrate the benefits of performing a Harderian adenectomy prior to PET imaging of mouse brains.
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Affiliation(s)
- Minsoo Kim
- Department of Veterinary Medicine, College of Veterinary Medicine, Konkuk University, Seoul 143-701, Korea
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Kim DY, Kim HS, Le UN, Jiang SN, Kim HJ, Lee KC, Woo SK, Chung J, Kim HS, Bom HS, Yu KH, Min JJ. Evaluation of a Mitochondrial Voltage Sensor, (18F-Fluoropentyl)Triphenylphosphonium Cation, in a Rat Myocardial Infarction Model. J Nucl Med 2012; 53:1779-85. [DOI: 10.2967/jnumed.111.102657] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Fang CH, Jin J, Joe JH, Song YS, So BI, Lim SM, Cheon GJ, Woo SK, Ra JC, Lee YY, Kim KS. In vivo differentiation of human amniotic epithelial cells into cardiomyocyte-like cells and cell transplantation effect on myocardial infarction in rats: comparison with cord blood and adipose tissue-derived mesenchymal stem cells. Cell Transplant 2012; 21:1687-96. [PMID: 22776022 DOI: 10.3727/096368912x653039] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Human amniotic epithelial cells (h-AECs), which have various merits as a cell source for cell therapy, are known to differentiate into cardiomyocytes in vitro. However, the ability of h-AECs to differentiate into cardiomyocytes in vivo and their cell transplantation effects on myocardial infarction are still unknown. In this study, we assessed whether h-AECs could differentiate into cardiomyocytes in vivo and whether h-AECs transplantation can decrease infarct size and improve cardiac function, in comparison to transplantation of cord blood-derived mesenchymal stem cells (MSCs) or adipose tissue-derived MSCs. For our study, we injected h-AECs, cord blood-derived MSCs, adipose tissue-derived MSCs, and saline into areas of myocardial infarction in athymic nude rats. After 4 weeks, 3% of the surviving h-AECs expressed myosin heavy chain, a marker specific to the myocardium. Compared with the saline group, all cell-implanted groups showed a higher ejection fraction, lower infarct area by positron emission tomography and histology, and more abundant myocardial gene and protein expression in the infarct area. We showed that h-AECs can differentiate into cardiomyocyte-like cells, decrease infarct size, and improve cardiac function in vivo. The beneficial effects of h-AECs were comparable to those of cord blood and adipose tissue-derived MSCs. These results support the need for further studies of h-AECs as a cell source for myocardial regeneration due to their plentiful availability, low immunity, and lack of ethical issues related to their use.
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Affiliation(s)
- Cheng-Hu Fang
- Division of Cardiology, Hanyang University College of Medicine, Seoul, South Korea
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Choi BR, Lee SR, Han JS, Woo SK, Kim KM, Choi DH, Kwon KJ, Han SH, Shin CY, Lee J, Chung CS, Lee SR, Kim HY. Synergistic memory impairment through the interaction of chronic cerebral hypoperfusion and amlyloid toxicity in a rat model. Stroke 2011; 42:2595-604. [PMID: 21737797 DOI: 10.1161/strokeaha.111.620179] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Vascular pathology and Alzheimer disease (AD) pathology have been shown to coexist in the brains of dementia patients. We investigated how cognitive impairment could be exacerbated in a rat model of combined injury through the interaction of chronic cerebral hypoperfusion and amyloid beta (Aβ) toxicity. METHODS In Wistar rats, chronic cerebral hypoperfusion was modeled by permanent occlusion of bilateral common carotid arteries (BCCAo). Further, AD pathology was modeled by bilateral intracerebroventricular Aβ (Aβ toxicity) using a nonphysiological Aβ peptide (Aβ 25 to 35). The experimental animals were divided into 4 groups, including sham, single injury (Aβ toxicity or BCCAo), and combined injury (BCCAo-Aβ toxicity) groups (n=7 per group) . Cerebral blood flow and metabolism were measured using small animal positron emission tomography. A Morris water maze task, novel object location and recognition tests, and histological investigation, including neuronal cell death, apoptosis, neuroinflammation, and AD-related pathology, were performed. RESULTS Spatial memory impairment was synergistically exacerbated in the BCCAo-Aβ toxicity group as compared to the BCCAo or Aβ toxicity groups (P<0.05). Compared to the sham group, neuroinflammation with microglial or astroglial activation was increased both in multiple white matter lesions and the hippocampus in other experimental groups. AD-related pathology was enhanced in the BCCAo-Aβ toxicity group compared to the Aβ toxicity group. CONCLUSIONS Our experimental results support a clinical hypothesis of the deleterious interaction between chronic cerebral hypoperfusion and Aβ toxicity. Chronic cerebral hypoperfusion-induced perturbation in the equilibrium of AD-related pathology may exacerbate cognitive impairment in a rat model of combined injury.
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Affiliation(s)
- Bo-Ryoung Choi
- Department of Neurology, Konkuk University School of Medicine, Center for Geriatric Neuroscience Research, Institute of Biomedical Science and Technology, 4-12 Hwayang-dong Gwangjin-gu, Seoul, 143-729 Republic of Korea
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Rho JK, Choi YJ, Jeon BS, Choi SJ, Cheon GJ, Woo SK, Kim HR, Kim CH, Choi CM, Lee JC. Combined treatment with silibinin and epidermal growth factor receptor tyrosine kinase inhibitors overcomes drug resistance caused by T790M mutation. Mol Cancer Ther 2011; 9:3233-43. [PMID: 21159609 DOI: 10.1158/1535-7163.mct-10-0625] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Although epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKI) produce an initially dramatic response in lung cancer patients harboring a mutation in the EGFR gene, development of acquired resistance is almost inevitable. A secondary mutation of threonine 790 (T790M) is associated with approximately half of the cases of acquired resistance. This study investigated whether the addition of silibinin to therapy with gefitinib or erlotinib could overcome T790M-mediated drug resistance considering that silibinin has various antitumor effects, including EGFR modulation. Silibinin selectively reduced the activity of the EGFR family (EGFR, ErbB2, and ErbB3) through the inhibition of receptor dimerization in lung cancer cells with EGFR mutations, but not in those harboring the wild type. In primary and acquired resistant cells with T790M, addition of silibinin enhanced the ability of EGFR-TKIs to downregulate EGFR signals and to inhibit cell growth. Similarly, the combination of silibinin and erlotinib effectively suppressed tumor growth in erlotinib resistance-bearing PC-9 xenografts. The results indicate that the addition of silibinin to EGFR-TKIs is a promising strategy to overcome T790M-mediated drug resistance.
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Affiliation(s)
- Jin Kyung Rho
- Department of Internal Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological and Medical Science, 215-4 Gongneung-dong, Nowon-gu, Seoul 139-706, Korea
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Chun BH, Bang WG, Park YK, Woo SK. Stable expression of recombinant human coagulation factor XIII in protein-free suspension culture of Chinese hamster ovary cells. Cytotechnology 2008; 37:179-87. [PMID: 19002921 DOI: 10.1023/a:1020555918441] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
The recombinant a and bsubunits for human coagulation factor XIII were transfected into Chinese hamster ovary (CHO) cells. CHO cells were amplified and selected with methotrexate in adherent cultures containing serum, and CHO 1-62 cells were later selected in protein-free medium. To develop a recombinant factor XIII production process in a suspension culture, we have investigated the growth characteristics of CHO cells and the maintenance of factor XIII expression in the culture medium. Suspension adaptation of CHO cells was performed in protein-free medium, GC-CHO-PI, by two methods, such as serum weaning and direct switching from serum containing media to protein-free media. Although the growth of CHO cells in suspension culture was affected initially by serum depletion, cell specific productivity of factor XIII showed only minor changes by the direct switching to protein-free medium during a suspension culture. As for the long-term stability of factor XIII, CHO 1-62 cells showed a stable expression of factor XIII in protein-free condition for 1000 h. These results indicate that the CHO 1-62cells can be adapted to express recombinant human factor XIII in a stable maimer in suspension culture using a protein-free medium. Our results demonstrate that enhanced cell growth in a continuous manner is achievable for factor XIII production in a protein-free medium when a perfusion bioreactor culture system with a spin filter is employed.
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Affiliation(s)
- B H Chun
- Korea Green Cross Corp, 227 Kugal-Ri, Keeheung-Eup, 449-900, Yongin, Korea
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Kim TU, Kim S, Woo SK, Lee JW, Lee TH, Jeong YJ, Heo J. Dynamic CT of portal hypertensive gastropathy: significance of transient gastric perfusion defect sign. Clin Radiol 2008; 63:783-90. [PMID: 18555036 DOI: 10.1016/j.crad.2008.02.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2007] [Revised: 01/30/2008] [Accepted: 02/11/2008] [Indexed: 01/11/2023]
Abstract
AIM To evaluate the "transient gastric perfusion defect" sign as a way of diagnosing portal hypertensive gastropathy (PHG) on multidetector computed tomography (CT). MATERIALS AND METHODS Ninety-two consecutive patients with cirrhosis underwent three-phase CT and endoscopy. Endoscopy was performed within 3 days of the CT examination. As controls, 92 patients without clinical evidence of chronic liver diseases who underwent CT and endoscopy were enrolled; the findings at endoscopy were used as a reference standard for patients with PHG. Two radiologists who were unaware of the results of the endoscopy retrospectively interpreted the CT images. PHG was diagnosed on dynamic CT if the transient gastric perfusion defect sign was present. The transient gastric perfusion defect was defined as the presence of transient, segmental or subsegmental hypo-attenuating mucosa in the fundus or body of the stomach on hepatic arterial imaging that returned to normal attenuation on portal venous or equilibrium-phase imaging. The frequency of the transient gastric perfusion defect sign was compared between these two groups using Fisher's exact test. The frequency, sensitivity, specificity, positive predictive values, and negative predictive values of the transient gastric perfusion defect sign were also compared between patients with PHG and without PHG in the cirrhosis group. RESULTS Nine patients of 92 patients with cirrhosis were excluded because of previous procedure or motion artifact; the remaining 83 patients with cirrhosis were evaluated. In the cirrhosis group, 40 (48.1%) of 83 patients showed the transient gastric perfusion defect sign. In the control group, none of the 92 patients showed the transient gastric perfusion defect sign. In the cirrhotic group, the frequency of the transient gastric perfusion defect sign was significantly higher in the patients with PHG (75%, 36/48) than in patients without PHG (11.4%, 4/35). The sensitivity, specificity, positive predictive values, and negative predictive values of the sign for CT diagnosis of PHG in the cirrhosis group were 75, 88.6, 90, and 72.1% respectively. CONCLUSION The transient gastric perfusion defect sign could be used as a relatively specific sign of PHG in patients with cirrhosis.
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Affiliation(s)
- T U Kim
- Department of Diagnostic Radiology, Pusan National University Hospital, Pusan National University School of Medicine and Medical Research Institute, Pusan National University, Busan 602-739, Republic of Korea
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Woo SK, Lee TS, Kim KM, Kim JY, Jung JH, Kang JH, Cheon GJ, Choi CW, Lim SM. Anesthesia condition for 18F-FDG imaging of lung metastasis tumors using small animal PET. Nucl Med Biol 2008; 35:143-50. [DOI: 10.1016/j.nucmedbio.2007.10.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2007] [Revised: 10/02/2007] [Accepted: 10/09/2007] [Indexed: 12/20/2022]
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Abstract
We report a case of calcified endobronchial leiomyoma in the left main bronchus. Leiomyoma of the airways is a rare benign tumour, usually described as a solitary lesion and located in the membranous portion of the lower third of the trachea and rarely in the bronchi. Chest CT showed a well-defined, calcified, polypoid endobronchial mass with a broad stalk in the left main bronchus.
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Affiliation(s)
- S M Ko
- Department of Radiology, Keimyung University College of Medicine, 194 Dongsan-dong, Jung-gu, Daegu 700-712, Korea.
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Baik SK, Sohn CH, Woo SK. "Mirror" aneurysms involving the bilateral distal posterior cerebral artery. A case report of endovascular treatment and literature review. Interv Neuroradiol 2004; 10:231-4. [PMID: 20587235 DOI: 10.1177/159101990401000305] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2004] [Accepted: 07/18/2004] [Indexed: 11/16/2022] Open
Abstract
SUMMARY We report the case of patient with bilateral and symmetrical aneurysms, mirror image, of the distal posterior cerebral artery (PCA) who presented with subarachnoid haemorrhage. The aneurysms were treated by endovascular approach using Guglielmi detachable coils (GDCs). A review of the pathophysiology, clinical manifestations and management of mirror aneurysms is presented and discussed.
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Affiliation(s)
- S K Baik
- Department of Diagnostic Radiology, Dongsan Medical Center, Keimyung University School of Medicine; Taegu, Korea -
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Loyher ML, Mutin M, Woo SK, Kwon HM, Tappaz ML. Transcription factor tonicity-responsive enhancer-binding protein (tonebp) which transactivates osmoprotective genes is expressed and upregulated following acute systemic hypertonicity in neurons in brain. Neuroscience 2004; 124:89-104. [PMID: 14960342 DOI: 10.1016/j.neuroscience.2003.10.025] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/01/2003] [Indexed: 10/26/2022]
Abstract
Tonicity-responsive enhancer-binding protein (TonEBP) was initially identified as a transcription factor involved in adaptation of renal cells to hypertonicity by activation of osmoprotective genes encoding proteins for accumulation of compatible osmolytes. Since brain osmoadaptation is observed in relationship to neurological disorders resulting from pathological osmotic disbalances of blood plasma we have investigated through immunocytochemistry TonEBP expression in cerebral cortex and hippocampus of normal rat and rats submitted to an acute systemic hypertonicity or to a prolonged systemic hypotonicity. TonEBP-expressing cells were identified using double immunofluorescence and appropriate cell type markers. Their relative proportion was determined by quantitative image analysis. In normal rats TonEBP expressed primarily in neurons where it was strictly located in the cell nucleus but heterogeneously distributed into a nucleoplasmic pool and a granular pool. In animals made acutely hypertonic TonEBP labeling increased dramatically exclusively in the nuclei of neurons and reached a maximum within 1 h. In hypertonic animals TonEBP labeling covered the whole cell nucleus of virtually all neurons, appeared finely punctuated but was no more granular. Optical density of the labeling as determined by image analysis correlated linearly with the increased plasma osmolality. In animals made hypotonic for several days no conspicuous decrease of TonEBP labeling was observed. In normal animals a very minor proportion of non-neuronal cells showed a faint TonEBP nuclear labeling. This proportion increased slightly in hypertonic animals. Nevertheless these non-neuronal TonEBP-positive nuclei which belonged to oligodendrocytes and to a small subpopulation of astrocytes remained always very weakly labeled when compared with neuron nuclei. Brain capillary endothelial cells as well as microglial cells showed no TonEBP-labeling even in hypertonic animals. Our data demonstrate that in brain TonEBP is significantly expressed and tonicity-overexpressed in neurons and accordingly suggest that neurons only among brain cells accumulate compatible osmolytes through TonEBP-mediated activation of osmoprotective genes to adapt to acute systemic hypertonicity.
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Affiliation(s)
- M L Loyher
- Unité INSERM 433, Neurobiologie Experimentale et Physiopathologie, Faculté de Médecine RTH Laennec, Rue Guillaume Paradin, F 69372 Lyon, Cedex 08, France
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Suh IB, Choi HK, Lee SW, Woo SK, Kang HY, Won YD, Cho M, Lim CS. Reactivity of sera from cases of Plasmodium vivax malaria towards three recombinant antigens based on the surface proteins of the parasite. Ann Trop Med Parasitol 2003; 97:481-7. [PMID: 12930610 DOI: 10.1179/000349803235002498] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
Sera collected in South Korea, from 61 cases of Plasmodium vivax malaria and, as controls, 40 healthy volunteers, were tested in ELISA for IgG or IgM reacting with any of three recombinant P. vivax proteins. The antigens used, representing the parasite's major merozoite surface protein (MSP), circumsporozoite surface protein (CSP) and Duffy-binding protein (DBP), had all been expressed in an Escherichia coli system and purified. The ELISA results were recorded as optical densities (OD). The highest ratio observed between the mean OD for a malaria serum and that for a control serum was that for IgG against MSP, although CSP gave a higher ratio than MSP or DBP in the IgM ELISA. In the ELISA for IgG, the OD for MSP were found to be correlated with those for DBP (r = 0.53; P < 0.5) but the OD for CSP were not correlated with those for MSP or DBP. As the most intense reactions observed were those between the IgG from the malaria sera and the recombinant MSP, the latter antigen may be useful in diagnostic tests and as a component of any vaccine used to protect against P. vivax malaria.
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Affiliation(s)
- I B Suh
- Department of Laboratory Medicine, Korea University Ansan Hospital, 516, Gojan Dong, Danwon Gu, Ansan City, 425-707, South Korea
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Franchi-Gazzola R, Visigalli R, Dall'Asta V, Sala R, Woo SK, Kwon HM, Gazzola GC, Bussolati O. Amino acid depletion activates TonEBP and sodium-coupled inositol transport. Am J Physiol Cell Physiol 2001; 280:C1465-74. [PMID: 11350742 DOI: 10.1152/ajpcell.2001.280.6.c1465] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The expression of the osmosensitive sodium/myo-inositol cotransporter (SMIT) is regulated by multiple tonicity-responsive enhancers (TonEs) in the 5'-flanking region of the gene. In response to hypertonicity, the nuclear abundance of the transcription factor TonE-binding protein (TonEBP) is increased, and the transcription of the SMIT gene is induced. Transport system A for neutral amino acids, another osmosensitive mechanism, is progressively stimulated if amino acid substrates are not present in the extracellular compartment. Under this condition, as in hypertonicity, cells shrink and mitogen-activated protein kinases are activated. We demonstrate here that a clear-cut nuclear redistribution of TonEBP, followed by SMIT expression increase and inositol transport activation, is observed after incubation of cultured human fibroblasts in Earle's balanced salts (EBSS), an isotonic, amino acid-free saline. EBSS-induced SMIT stimulation is prevented by substrates of system A, although these compounds do not compete with inositol for transport through SMIT. We conclude that the incubation in isotonic, amino acid-free saline triggers an osmotic stimulus and elicits TonEBP-dependent responses like hypertonic treatment.
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Affiliation(s)
- R Franchi-Gazzola
- Dipartimento di Medicina Sperimentale, Sezione di Patologia Generale e Clinica, Università degli Studi di Parma, Via Volturna, 39, 43100 Parma, Italy.
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Affiliation(s)
- S K Woo
- Division of Nephrology, Johns Hopkins School of Medicine, Baltimore, Maryland 21205, USA
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Nam W, Lim MH, Oh SY, Lee JH, Lee HJ, Woo SK, Kim C, Shin W. Remarkable Anionic Axial Ligand Effects of Iron(III) Porphyrin Complexes on the Catalytic Oxygenations of Hydrocarbons by H(2)O(2) and the Formation of Oxoiron(IV) Porphyrin Intermediates by m-Chloroperoxybenzoic Acid This work was supported by Center for Cell Signaling Research (1999-2-122-002-4), the Korean Research Foundation (KRF-99-042-D00068), and the MOST through the Women's University Research Fund (99-N6-01-01-A-07). Angew Chem Int Ed Engl 2000; 39:3646-3649. [PMID: 11091426 DOI: 10.1002/1521-3773(20001016)39:20<3646::aid-anie3646>3.0.co;2-q] [Citation(s) in RCA: 90] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- W Nam
- Department of Chemistry and Division of Molecular Life Sciences Ewha Womans University, Seoul 120-750 (Korea)
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