Dataset Information

Nine Genes Mediate the Therapeutic Effects of Iodine-131 Radiotherapy in Thyroid Carcinoma Patients.

ABSTRACT: Background:Thyroid carcinoma (THCA) is one of the most common malignancies of the endocrine system, which is usually treated by surgery combined with iodine-131 (I131) radiotherapy. Aims:This study is aimed at exploring the potential targets of I131 radiotherapy in THCA. Methods:The RNA-sequencing data of THCA in The Cancer Genome Atlas database (including 568 THCA samples) was downloaded. The differentially expressed genes (DEGs) between the tumour samples whether or not subjected to I131 radiotherapy were identified using edgeR package. Using the WGCNA package, the module that was relevant with I131 radiotherapy was selected. The intersection genes of the hub module nodes and the DEGs were obtained as hub genes, followed by the function and pathway enrichment analyses using the clusterProfiler package. Moreover, the protein-protein interaction (PPI) network for the hub genes was constructed using Cytoscape software. In addition, more important hub genes were analysed with function mining using the GenCLiP2 online tool. The qPCR analysis was used to verify the mRNA expression of more important hub genes in THCA tissues. Results:There were 500 DEGs (167 upregulated and 333 downregulated) between the two groups. WGCNA analysis showed that the green module (428 nodes) exhibited the most significant correlation with I131 radiotherapy. A PPI network was built after the identification of 53 hub genes. In the PPI network, CDH5, KDR, CD34, FLT4, EMCN, FLT1, ROBO4, PTPRB, and CD93 exhibited higher degrees, which were mainly implicated in the vascular function. The relative expression of nine mRNAs in the THCA tissues treated with I131 was lower. Conclusion:I131 radiotherapy might exert therapeutic effects by targeting CDH5, KDR, CD34, FLT4, EMCN, FLT1, ROBO4, PTPRB, and CD93 in THCA patients.

SUBMITTER: Shuwen H

PROVIDER: S-EPMC7317313 | biostudies-literature | 2020

REPOSITORIES: biostudies-literature

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Nine Genes Mediate the Therapeutic Effects of Iodine-131 Radiotherapy in Thyroid Carcinoma Patients.

Shuwen Han H Xi Yang Y Miao Da D Jiamin Xu X Jing Zhuang Z Weili Gao G

Disease markers 20200616

<h4>Background</h4>Thyroid carcinoma (THCA) is one of the most common malignancies of the endocrine system, which is usually treated by surgery combined with iodine-131 (I<sup>131</sup>) radiotherapy.<h4>Aims</h4>This study is aimed at exploring the potential targets of I<sup>131</sup> radiotherapy in THCA.<h4>Methods</h4>The RNA-sequencing data of THCA in The Cancer Genome Atlas database (including 568 THCA samples) was downloaded. The differentially expressed genes (DEGs) between the tumour sa ...[more]

PMID: 32626543

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Project description:Introduction Iodine-131 (131I) is frequently used in nuclear medicine. Unbound or released 131I accumulate in the thyroid gland and may be detrimental to normal thyroid function. The aim of the present study was to identify biomarkers for 131I exposure in rat thyroid tissue and to assess the effect on thyroid function. Methods Thirty six male Sprague Dawley rats were i.v. injected with 150 µl saline solution containing 9.0, 88, 170, 260, 340, 760, 1300, or 4700 kBq (group A-H) 131I, or mock-treated with 150 µl saline solution only, and killed at 24 h after injection. Total RNA was extracted from individual thyroid tissue samples thyroids and mRNA levels were determined with the Agilent microarray platform. Results Estimated absorbed doses in treatment groups A-H was 0.0058, 0.057, 0.11, 0.17, 0.22, 0.5 Gy, 0.8 Gy, and 3 Gy. Totally, 429 transcripts were identified with a fold change fold change ≥ 1.5 and adjusted p-value ≤ 0.01. A trend with downregulation of thyroid hormone biosynthesis associated genes (e.g. thyroglobulin, thyroid peroxidase, the sodium-iodine symporter) was identified, but only statistically significant after 0.0058 and 0.22 Gy. Three transcripts coding for isoform 1 of the DBP protein showed a pattern with monotonous decrease in downregulation with absorbed dose between 0.0058-0.22 Gy. Changes in Dbp expression were not statistically significant between 0.5-3 Gy. However, a trend with downregulation at 0.5 and 0.8 Gy and upregulation and 3 Gy was identified. Previously, 131I (0.85-17 Gy) and 211At (0.023-32 Gy) exposure resulted in upregulation of Dbp in mice thyroid tissue 24 h after administrations. Additionally, a monotonous decrease in Dbp downregulation has been identified of in mouse kidney tissue at 8 and 12 months after 177Lu-octreotate administrations. Conclusion Conclusively, the Dbp gene is a promising candidate biomarker gene for exposure to 131I and possibly other internal radiation emitters. Further studies should be performed to establish how Dbp expression vary with dose-rate, absorbed dose, time after administration, different radiation qualities, and the function of Dbp.

Project description:Introduction Iodine-131 (131I) is frequently used in nuclear medicine. Unbound or released 131I accumulate in the thyroid gland and may be detrimental to normal thyroid function. The aim of the present study was to identify biomarkers for 131I exposure in rat thyroid tissue and to assess the effect on thyroid function. Methods Thirty six male Sprague Dawley rats were i.v. injected with 150 Âµl saline solution containing 9.0, 88, 170, 260, 340, 760, 1300, or 4700 kBq (group A-H) 131I, or mock-treated with 150 Âµl saline solution only, and killed at 24 h after injection. Total RNA was extracted from individual thyroid tissue samples thyroids and mRNA levels were determined with the Agilent microarray platform. Results Estimated absorbed doses in treatment groups A-H was 0.0058, 0.057, 0.11, 0.17, 0.22, 0.5 Gy, 0.8 Gy, and 3 Gy. Totally, 429 transcripts were identified with a fold change fold change â¥ 1.5 and adjusted p-value â¤ 0.01. A trend with downregulation of thyroid hormone biosynthesis associated genes (e.g. thyroglobulin, thyroid peroxidase, the sodium-iodine symporter) was identified, but only statistically significant after 0.0058 and 0.22 Gy. Three transcripts coding for isoform 1 of the DBP protein showed a pattern with monotonous decrease in downregulation with absorbed dose between 0.0058-0.22 Gy. Changes in Dbp expression were not statistically significant between 0.5-3 Gy. However, a trend with downregulation at 0.5 and 0.8 Gy and upregulation and 3 Gy was identified. Previously, 131I (0.85-17 Gy) and 211At (0.023-32 Gy) exposure resulted in upregulation of Dbp in mice thyroid tissue 24 h after administrations. Additionally, a monotonous decrease in Dbp downregulation has been identified of in mouse kidney tissue at 8 and 12 months after 177Lu-octreotate administrations. Conclusion Conclusively, the Dbp gene is a promising candidate biomarker gene for exposure to 131I and possibly other internal radiation emitters. Further studies should be performed to establish how Dbp expression vary with dose-rate, absorbed dose, time after administration, different radiation qualities, and the function of Dbp. Total RNA was isolated from fresh-frozen individual thyroid tissue samples (Sprague Dawley rats). Each sample was run once. Four rats received the same treatment. Control samples (from non-irradiated rats) are included.

Project description:BackgroundCerenkov luminescence tomography (CLT) provides the three-dimensional (3D) radiopharmaceutical biodistribution in small living animals, which is vital to biomedical imaging. However, existing single-spectral and multispectral methods are not very efficient and effective at reconstructing the distribution of the radionuclide tracer. In this paper, we present a semi-quantitative Cerenkov radiation spectral characteristic-based source reconstruction method named the hybrid spectral CLT, to efficiently reconstruct the radionuclide tracer with both encouraging reconstruction results and less acquisition and image reconstruction time.Methodology/principal findingsWe constructed the implantation mouse model implanted with a 400 µCi Na(131)I radioactive source and the physiological mouse model received an intravenous tail injection of 400 µCi radiopharmaceutical Iodine-131 (I-131) to validate the performance of the hybrid spectral CLT and compared the reconstruction results, acquisition, and image reconstruction time with that of single-spectral and multispectral CLT. Furthermore, we performed 3D noninvasive monitoring of I-131 uptake in the thyroid and quantified I-131 uptake in vivo using hybrid spectral CLT. Results showed that the reconstruction based on the hybrid spectral CLT was more accurate in localization and quantification than using single-spectral CLT, and was more efficient in the in vivo experiment compared with multispectral CLT. Additionally, 3D visualization of longitudinal observations suggested that the reconstructed energy of I-131 uptake in the thyroid increased with acquisition time and there was a robust correlation between the reconstructed energy versus the gamma ray counts of I-131 (r(2) = 0.8240). The ex vivo biodistribution experiment further confirmed the I-131 uptake in the thyroid for hybrid spectral CLT.Conclusions/significanceResults indicated that hybrid spectral CLT could be potentially used for thyroid imaging to evaluate its function and monitor its treatment for thyroid cancer.

Project description:Aberrant expressions of apoptotic genes have been associated with papillary thyroid carcinoma (PTC) in the past, however, their prognostic role and utility as biomarkers remains poorly understood. In this study, we analysed 505 PTC patients by employing Cox-PH regression techniques, prognostic index models and machine learning methods to elucidate the relationship between overall survival (OS) of PTC patients and 165 apoptosis related genes. It was observed that nine genes (ANXA1, TGFBR3, CLU, PSEN1, TNFRSF12A, GPX4, TIMP3, LEF1, BNIP3L) showed significant association with OS of PTC patients. Five out of nine genes were found to be positively correlated with OS of the patients, while the remaining four genes were negatively correlated. These genes were used for developing risk prediction models, which can be utilized to classify patients with a higher risk of death from the patients which have a good prognosis. Our voting-based model achieved highest performance (HR = 41.59, p = 3.36x10-4, C = 0.84, logrank-p = 3.8x10-8). The performance of voting-based model improved significantly when we used the age of patients with prognostic biomarker genes and achieved HR = 57.04 with p = 10-4 (C = 0.88, logrank-p = 1.44x10-9). We also developed classification models that can classify high risk patients (survival ≤ 6 years) and low risk patients (survival > 6 years). Our best model achieved AUROC of 0.92. Further, the expression pattern of the prognostic genes was verified at mRNA level, which showed their differential expression between normal and PTC samples. Also, the immunostaining results from HPA validated these findings. Since these genes can also be used as potential therapeutic targets in PTC, we also identified potential drug molecules which could modulate their expression profile. The study briefly revealed the key prognostic biomarker genes in the apoptotic pathway whose altered expression is associated with PTC progression and aggressiveness. In addition to this, risk assessment models proposed here can help in efficient management of PTC patients.

Dataset Information

Nine Genes Mediate the Therapeutic Effects of Iodine-131 Radiotherapy in Thyroid Carcinoma Patients.

Publications

Nine Genes Mediate the Therapeutic Effects of Iodine-131 Radiotherapy in Thyroid Carcinoma Patients.

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