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Hurst ZA, Liyanarachchi S, Brock P, He H, Nabhan F, Veloski C, Toland AE, Ringel MD, Jhiang SM. Presumed Pathogenic Germ Line and Somatic Variants in African American Thyroid Cancer. Thyroid 2024; 34:378-387. [PMID: 38062767 PMCID: PMC10951570 DOI: 10.1089/thy.2023.0487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Background: African American (AA) thyroid cancer patients have worse prognoses than European Americans (EA), which has been attributed to both health care disparities and possible genetic differences. We investigated the impact of both germ line and somatic variants on clinical outcome in a cohort of AA nonmedullary thyroid cancer (NMTC) patients who had received therapeutic intervention from cancer centers. Methods: Whole-exome sequencing was performed on DNA from available blood/normal tissues (N = 37) and paired tumor samples (N = 32) collected from 37 and 29 AA NMTC patients, respectively. Variants with Combined Annotation Depletion Dependent (CADD) score of ≥20 and VarSome Clinical classification of likely pathogenic or pathogenic were classified as presumed pathogenic germ line or somatic variants (PPGVs/PPSVs). PPGVs/PPSVs in cancer-related genes and PPGVs in cardiovascular risk genes were further investigated, and PPGVs/PPSVs associated with African (AFR) ancestry were identified. Results: Among 17 PPGVs identified in 16 cancer predisposition or known cancer-related genes, only WRN was previously known to associate with NMTC predisposition. Among PPSVs, BRAFV600E was most the prevalent and detected in 12 of the 29 (41%) tumors. Examining PPGVs/PPSVs among three patients who died from NMTC, one patient who died from papillary thyroid carcinoma/anaplastic thyroid carcinoma (PTC/ATC) led us to speculate that the PPGV ERCC4R799W may have increased the risk of PPSV TP53R273H acquisition. Among PPGVs identified in 18 cardiovascular risk genes, PPGVs in SC5NA, GYG1, CBS, CFTR, and SI are known to have causal and pathogenic implications in cardiovascular disease. Conclusion: In this cohort, most AA-NMTC patients exhibit favorable outcomes after therapeutic intervention given at cancer centers, suggesting that health care disparity is the major contributor for worse prognoses among AA-NMTC patients. Nevertheless, the clinical impact of PPGVs that might facilitate the acquisition of TP53 tumor mutations, and/or PPGVs that predispose individuals to adverse cardiovascular events, which could be exacerbated by therapy-induced cardiotoxicity, needs to be further explored. Integrated analysis of PPGV/PPSV profiles among NMTC patients with different stages of disease may help to identify NMTC patients who require close monitoring or proactive intervention.
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Affiliation(s)
- Zachary A. Hurst
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
- Department of Physiology and Cell Biology, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Sandya Liyanarachchi
- Department of Molecular Medicine and Therapeutics, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Pamela Brock
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Huiling He
- Department of Molecular Medicine and Therapeutics, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Fadi Nabhan
- Division of Endocrinology, Diabetes, and Metabolism, Department of Internal Medicine, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Colleen Veloski
- Department of Head and Neck-Endocrine Oncology, Moffitt Cancer Center, Tampa, Florida, USA
| | - Amanda E. Toland
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
- Department of Cancer Biology and Genetics, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Matthew D. Ringel
- Department of Molecular Medicine and Therapeutics, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
- Division of Endocrinology, Diabetes, and Metabolism, Department of Internal Medicine, The Ohio State University College of Medicine and Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Sissy M. Jhiang
- Department of Physiology and Cell Biology, The Ohio State University College of Medicine, Columbus, Ohio, USA
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Manso J, Pedron MC, Mondin A, Censi S, Pennelli G, Galuppini F, Barollo S, Bertazza L, Radu CM, Ghini F, Simioni P, Sabbadin C, Ceccato F, Armanini D, Mian C. First Evidence of Mineralocorticoid Receptor Gene and Protein Expression in Rat and Human Thyroid Tissues and Cell Cultures. Int J Mol Sci 2024; 25:754. [PMID: 38255827 PMCID: PMC10815259 DOI: 10.3390/ijms25020754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 12/29/2023] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
Aldosterone (Aldo) exerts its action through binding with the mineralocorticoid receptor (MR). Clinically, a link between primary aldosteronism (PA) and thyroid diseases has been hypothesised. However, the presence and activity of MR on the thyroid have not yet been demonstrated. We investigated the gene/protein expression and activation of MR in primary thyroid cell cultures (normal rat thyroid [FRTL-5] and human papillary thyroid cancer [PTC] cell lines, BCPAP and K1) through qRT-PCR analysis, immunofluorescence, and confocal microscopy. We also studied the effects of Aldo on thyroid-specific and inflammation genes in vitro. Paired human normal and neoplastic thyroid tissues were also studied. We demonstrated both gene and protein expression and activation of MR in normal rat thyroid and human PTC lines. Incubation with Aldo induced an acute increase in IL-6 expression in both the FRTL-5 and BCPAP lines, which was antagonised by spironolactone, and an acute and late upregulation of thyroid-specific genes in FRTL-5. MR was also expressed at both gene and protein levels in normal human thyroid tissues and in PTC, with a progressive decline during neoplastic tumourigenesis, particularly in more aggressive histotypes. We present the first evidence of MR gene and protein expression in both normal and pathological thyroid cells and tissues. We have shown that MR is present and functionally activated in thyroid tissue. Binding of Aldo to MR induces the expression of inflammatory and thyroid-specific genes, and the thyroid may thus be considered a novel mineralocorticoid target tissue.
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Affiliation(s)
- Jacopo Manso
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Maria Chiara Pedron
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Alberto Mondin
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Simona Censi
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Gianmaria Pennelli
- Surgical Pathology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy
| | - Francesca Galuppini
- Surgical Pathology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy
| | - Susi Barollo
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Loris Bertazza
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Claudia Maria Radu
- General Internal Medicine and Thrombotic and Haemorrhagic Diseases Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy
| | - Francesca Ghini
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Paolo Simioni
- General Internal Medicine and Thrombotic and Haemorrhagic Diseases Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy
| | - Chiara Sabbadin
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Filippo Ceccato
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Decio Armanini
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
| | - Caterina Mian
- Endocrinology Unit, Department of Medicine (DIMED), University of Padua, Via Ospedale Civile 105, 35128 Padua, Italy; (J.M.)
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Petranović Ovčariček P, Campenni A, de Keizer B, Deandreis D, Kreissl MC, Vrachimis A, Tuncel M, Giovanella L. Molecular Theranostics in Radioiodine-Refractory Differentiated Thyroid Cancer. Cancers (Basel) 2023; 15:4290. [PMID: 37686566 PMCID: PMC10486510 DOI: 10.3390/cancers15174290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/14/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
Differentiated thyroid cancer (DTC) is the most common subtype of thyroid cancer and has an excellent overall prognosis. However, metastatic DTC in certain cases may have a poor prognosis as it becomes radioiodine-refractory. Molecular imaging is essential for disease evaluation and further management. The most commonly used tracers are [18F]FDG and isotopes of radioiodine. Several other radiopharmaceuticals may be used as well, with different diagnostic performances. This review article aims to summarize radiopharmaceuticals used in patients with radioiodine-refractory DTC (RAI-R DTC), focusing on their different molecular pathways. Additionally, it will demonstrate possible applications of the theranostics approach to this subgroup of metastatic DTC.
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Affiliation(s)
- Petra Petranović Ovčariček
- Department of Oncology and Nuclear Medicine, University Hospital Center Sestre Milosrdnice, 10000 Zagreb, Croatia
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | - Alfredo Campenni
- Department of Biomedical and Dental Sciences and Morpho-Functional Imaging, University of Messina, 98100 Messina, Italy;
| | - Bart de Keizer
- Department of Nuclear Medicine and Radiology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands;
| | | | - Michael C. Kreissl
- Division of Nuclear Medicine, Department of Radiology and Nuclear Medicine, University Hospital Magdeburg, Otto-von-Guericke University, 39120 Magdeburg, Germany;
| | - Alexis Vrachimis
- Department of Nuclear Medicine, German Oncology Center, University Hospital of the European University, Limassol 4108, Cyprus;
| | - Murat Tuncel
- Department of Nuclear Medicine, Hacettepe University, Ankara 06230, Turkey;
| | - Luca Giovanella
- Clinic for Nuclear Medicine, Imaging Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6500 Bellinzona, Switzerland;
- Clinic for Nuclear Medicine, University Hospital of Zürich, 8004 Zürich, Switzerland
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Kim J, Ko S, Kim M, Park NJY, Han H, Cho J, Park JY. Deep Learning Prediction of TERT Promoter Mutation Status in Thyroid Cancer Using Histologic Images. Medicina (B Aires) 2023; 59:medicina59030536. [PMID: 36984536 PMCID: PMC10055833 DOI: 10.3390/medicina59030536] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 02/02/2023] [Accepted: 03/06/2023] [Indexed: 03/12/2023] Open
Abstract
Background and objectives: Telomerase reverse transcriptase (TERT) promoter mutation, found in a subset of patients with thyroid cancer, is strongly associated with aggressive biologic behavior. Predicting TERT promoter mutation is thus necessary for the prognostic stratification of thyroid cancer patients. Materials and Methods: In this study, we evaluate TERT promoter mutation status in thyroid cancer through the deep learning approach using histologic images. Our analysis included 13 consecutive surgically resected thyroid cancers with TERT promoter mutations (either C228T or C250T) and 12 randomly selected surgically resected thyroid cancers with a wild-type TERT promoter. Our deep learning model was created using a two-step cascade approach. First, tumor areas were identified using convolutional neural networks (CNNs), and then TERT promoter mutations within tumor areas were predicted using the CNN–recurrent neural network (CRNN) model. Results: Using the hue–saturation–value (HSV)-strong color transformation scheme, the overall experiment results show 99.9% sensitivity and 60% specificity (improvements of approximately 25% and 37%, respectively, compared to image normalization as a baseline model) in predicting TERT mutations. Conclusions: Highly sensitive screening for TERT promoter mutations is possible using histologic image analysis based on deep learning. This approach will help improve the classification of thyroid cancer patients according to the biologic behavior of tumors.
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Affiliation(s)
- Jinhee Kim
- Department of Pathology, Kyungpook National University School of Medicine, Kyungpook National University Chilgok Hospital, Daegu 41404, Republic of Korea
| | - Seokhwan Ko
- Clinical Omics Institute, Kyungpook National University, Daegu 41405, Republic of Korea
- Department of Biomedical Science, School of Medicine, Kyungpook National University, Daegu 41944, Republic of Korea
| | - Moonsik Kim
- Department of Pathology, Kyungpook National University School of Medicine, Kyungpook National University Chilgok Hospital, Daegu 41404, Republic of Korea
| | - Nora Jee-Young Park
- Department of Pathology, Kyungpook National University School of Medicine, Kyungpook National University Chilgok Hospital, Daegu 41404, Republic of Korea
| | - Hyungsoo Han
- Clinical Omics Institute, Kyungpook National University, Daegu 41405, Republic of Korea
- Department of Physiology, School of Medicine, Kyungpook National University, Daegu 41944, Republic of Korea
| | - Junghwan Cho
- Clinical Omics Institute, Kyungpook National University, Daegu 41405, Republic of Korea
- Correspondence: (J.C.); (J.Y.P.); Tel.: +82-53-950-4214 or +82-01-8315-1896 (J.C.); Tel.: +82-53-200-3408 or +82-10-9941-5245 (J.Y.P.)
| | - Ji Young Park
- Department of Pathology, Kyungpook National University School of Medicine, Kyungpook National University Chilgok Hospital, Daegu 41404, Republic of Korea
- Correspondence: (J.C.); (J.Y.P.); Tel.: +82-53-950-4214 or +82-01-8315-1896 (J.C.); Tel.: +82-53-200-3408 or +82-10-9941-5245 (J.Y.P.)
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Alamri AM, Alkhilaiwi FA, Khan NU, Tasleem M. In silico Screening and Validation of Achyranthes aspera as a Potential Inhibitor of BRAF and NRAS in Controlling Thyroid Cancer. Anticancer Agents Med Chem 2023; 23:2111-2126. [PMID: 37287303 DOI: 10.2174/1871520623666230607125258] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/10/2023] [Accepted: 05/12/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND Thyroid carcinoma (THCA) is one of the most prevalent endocrine tumors, accounting for 3.4% of all cancers diagnosed annually. Single Nucleotide Polymorphisms (SNPs) are the most prevalent genetic variation associated with thyroid cancer. Understanding thyroid cancer genetics will enhance diagnosis, prognosis, and treatment. METHODS This TCGA-based study analyzes thyroid cancer-associated highly mutated genes through highly robust in silico techniques. Pathway, gene expression, and survival studies were performed on the top 10 highly mutated genes (BRAF, NRAS, TG, TTN, HRAS, MUC16, ZFHX3, CSMD2, EIFIAX, SPTA1). Novel natural compounds from Achyranthes aspera Linn were discovered to target two highly mutated genes. The natural compounds and synthetic drugs used to treat thyroid cancer were subjected to comparative molecular docking against BRAF and NRAS targets. The ADME characteristics of Achyranthes aspera Linn compounds were also investigated. RESULTS The gene expression analysis revealed that the expression of ZFHX3, MCU16, EIF1AX, HRAS, and NRAS was up-regulated in tumor cells while BRAF, TTN, TG, CSMD2, and SPTA1 were down-regulated in tumor cells. In addition, the protein-protein interaction network demonstrated that HRAS, BRAF, NRAS, SPTA1, and TG proteins have strong interactions with each other as compared to other genes. The ADMET analysis shows that seven compounds have druglike properties. These compounds were further studied for molecular docking studies. The compounds MPHY012847, IMPHY005295, and IMPHY000939 show higher binding affinity with BRAF than pimasertib. In addition, IMPHY000939, IMPHY000303, IMPHY012847, and IMPHY005295 showed a better binding affinity with NRAS than Guanosine Triphosphate. CONCLUSION The outcomes of docking experiments conducted on BRAF and NRAS provide insight into natural compounds with pharmacological characteristics. These findings indicate that natural compounds derived from plants as a more promising cancer treatment option. Thus, the results of docking investigations conducted on BRAF and NRAS substantiate the conclusions that the molecule possesses the most suited drug-like qualities. Compared to other compounds, natural compounds are superior, and they are also druggable. This demonstrates that natural plant compounds can be an excellent source of potential anti-cancer agents. The preclinical research will pave the road for a possible anti-cancer agent.
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Affiliation(s)
- Ahmad M Alamri
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, 61413, Saudi Arabia
- Cancer Research Unit, King Khalid University, Abha, 61413, Saudi Arabia
| | - Faris A Alkhilaiwi
- Department of Natural Products and Alternative Medicine, Faculty of Pharmacy, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
- Regenerative Medicine Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Najeeb U Khan
- Institute of Biotechnology and Genetic Engineering (Health Division), The University of Agriculture Peshawar, Peshawar, 25130, Pakistan
| | - Munazzah Tasleem
- School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, 610054, Sichuan, China
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Guan S, Teng D, Wang H, Wang Q, Zhen X, Sui G, Wang Y, Zhu L, Lin Y, Jiao D, Guo F. Multifunctional Phase-Transition Nanoparticles for Effective Targeted Sonodynamic-Gene Therapy Against Thyroid Papillary Carcinoma. Int J Nanomedicine 2023; 18:2275-2293. [PMID: 37159806 PMCID: PMC10163883 DOI: 10.2147/ijn.s394504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 04/23/2023] [Indexed: 05/11/2023] Open
Abstract
Introduction In order to diagnose and treat papillary thyroid carcinoma (PTC) accurately, phase-transition nanoparticles, P@IP-miRNA (PFP@IR780/PLGA-bPEI-miRNA338-3p), was engineered. The nanoparticles (NPs) can target the tumor cells, realize the multimodal imaging, and provide sonodynamic-gene therapy for PTC. Methods P@IP-miRNA NPs were synthesized through double emulsification method, and miRNA338-3p was attached to the surface of the NPs by electrostatic adsorption. The characterization of NPs was detected to screen out qualified nanoparticles. In vitro, laser confocal microscopy and flow cytometry were used to detect the targeting and subcellular localization of NPs. Western blot, qRT-PCR, and immunofluorescence were used to detect the ability to transfect miRNA. CCK8 kit, laser confocal microscopy and flow cytometry were used to detect the inhibition on TPC-1 cells. In vivo experiments were performed based on tumor-bearing nude mice. The efficacy of combined treatment by NPs was comprehensively evaluated, and the multimodal imaging ability of NPs in vivo and in vitro was detected. Results P@IP-miRNA NPs were successfully synthesized which have spherical shape, uniform size, good dispersion and positive potential. The encapsulation rate of IR780 was (82.58±3.92) %, the drug loading rate was (6.60±0.32) %, and the adsorption capacity of miRNA338-3p was 41.78 μg/mg. NPs have excellent tumor targeting ability, miRNA transfection ability, ROS production ability and multimodal imaging ability in vivo and in vitro. The antitumor effect of combined treatment group was the best, and the efficacy was better than that of single factor treatment group, and the difference was statistically significant. Conclusion P@IP-miRNA NPs can realize multimodal imaging and sonodynamic-gene therapy, providing a new idea for accurate diagnosis and treatment of PTC.
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Affiliation(s)
- Shihui Guan
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Dengke Teng
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Hui Wang
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
- Correspondence: Hui Wang; Qimeihui Wang, Email ;
| | - Qimeihui Wang
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Xi Zhen
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Guoqing Sui
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Yang Wang
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Lingyu Zhu
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Yuanqiang Lin
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Dan Jiao
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
| | - Feng Guo
- Department of Ultrasound, China-Japan Union Hospital of Jilin University, Changchun, Jilin Province, 130033, People’s Republic of China
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