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Martinez-Cuazitl A, Mata-Miranda MM, Hernandez-Abarca E, Becerril-Galeana CA, Garibay-Gonzalez F, Delgado-Gonzalez LE, Tamaniz-Marcos I, Garcia-Hernandez JS, Vazquez-Zapien GJ. Warburg effect in malign thyroid tissue evidenced using FTIR spectroscopy. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2025; 339:126281. [PMID: 40286650 DOI: 10.1016/j.saa.2025.126281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 04/18/2025] [Accepted: 04/21/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND/OBJECTIVES Thyroid cancer is the most common endocrine malignancy; the clinical approach of nodular thyroid involves ultrasonography (USG) TI-RADS classification, clinical symptoms, and biopsies according to the Bethesda System, highlighting that biomarkers also support diagnosis. The main objective of this research is to compare the chemometric changes by Fourier transform infrared (FTIR) spectroscopy analysis between benign tumor (BT) vs. malignant neoplasm (MN) and thyroid pathology (TP) vs. healthy tissue (HT). METHODS Biopsies of thyroid nodular disease were obtained and analyzed by ATR-FTIR spectroscopy; thereafter, BT and MN biomolecular compounds were compared, as well as TP vs HT. Prior biopsies, laboratory blood tests, USG TI-RADS classification, and thyroid cytopathology report (BETHESDA classifier) were obtained. RESULTS Laboratory blood tests showed that glucose and urea levels were similar in BT and MN, but in MN, the creatinine increased, and the albumin decreased compared to BT, with no differences in thyroid hormones. About the TI-RADS scoring system in the MN group, 52 % were unknown, followed by 4 (30 %). However, no significant differences in the size of the tumors were shown. The most reported Bethesda for BT was I, followed by IV and V. Contrary for the MN was VI, followed by V. The FTIR analysis showed shifts in all the analyzed biomolecules, highlighting the evidence of the Warburg effect on MN. Moreover, an increase in protein vs. lipid and protein vs. DNA (1650/1453 and 1550/1082 ratios) was observed, as well as decreased levels of DNA content about proteins and lipids (1550/1082 and 1082/1453 ratios). Besides, structural changes related to lipids (2962 cm-1, 2877 cm-1), fatty acids (1401 cm-1), amide III (1317 cm-1), and nucleic acid (1239 cm-1) were found on TP in comparison to HT. In this sense, TP showed decreased levels in proteins vs DNA and increased levels of DNA compared to lipids CH2. CONCLUSIONS Metabolic alteration in MN was evidenced, reflecting the "Warburg effect," with a significant decrease in lipids and DNA compared to protein content. In the same way, structural changes related to lipids, fatty acids, amide III, and nucleic acids were found in TP compared to HT. However, more studies are needed.
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Affiliation(s)
| | - Monica Maribel Mata-Miranda
- Hospital Central Militar, Secretaría de la Defensa Nacional, 11200 Mexico City, Mexico; Escuela Militar de Medicina, Centro Militar de Ciencias de la Salud, Secretaría de la Defensa Nacional, 11200 Mexico City, Mexico
| | | | | | - Francisco Garibay-Gonzalez
- Escuela Militar de Medicina, Centro Militar de Ciencias de la Salud, Secretaría de la Defensa Nacional, 11200 Mexico City, Mexico
| | | | - Izanami Tamaniz-Marcos
- Escuela Militar de Medicina, Centro Militar de Ciencias de la Salud, Secretaría de la Defensa Nacional, 11200 Mexico City, Mexico
| | | | - Gustavo Jesus Vazquez-Zapien
- Hospital Central Militar, Secretaría de la Defensa Nacional, 11200 Mexico City, Mexico; Escuela Militar de Medicina, Centro Militar de Ciencias de la Salud, Secretaría de la Defensa Nacional, 11200 Mexico City, Mexico.
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Carnazza M, Quaranto D, DeSouza N, Moscatello AL, Garber D, Hemmerdinger S, Islam HK, Tiwari RK, Li XM, Geliebter J. The Current Understanding of the Molecular Pathogenesis of Papillary Thyroid Cancer. Int J Mol Sci 2025; 26:4646. [PMID: 40429790 PMCID: PMC12111134 DOI: 10.3390/ijms26104646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2025] [Revised: 05/09/2025] [Accepted: 05/11/2025] [Indexed: 05/29/2025] Open
Abstract
The thyroid is a vital endocrine organ that regulates metabolism, heart rate, respiration, digestion, body temperature, brain development, skin and bone maintenance, and reproduction and fertility. Thyroid cancer (TC) is the most common endocrine malignancy, with an estimate of 44,020 new cases in 2025. Incidence has been increasing, most notably at 4-5% per year in young adults. Papillary thyroid cancer (PTC), the most common TC subtype, accounts for approximately 80% of newly diagnosed TC cases. Furthermore, 2290 deaths are expected from the disease in 2025, with survival at over 98% with treatment. However, as PTC occurs most frequently in young women, recurrences are frequent and the 10-year disease-specific survival rate for advanced PTC is less than 50%. This narrative review aims to describe the current understanding of the thyroid gland, the incidence and subtypes of thyroid cancer, and specifically the diagnosis, prognosis, treatment, and recurrence of PTC. This is supplemented by the role of molecular pathways and biomarkers in PTC.
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Affiliation(s)
- Michelle Carnazza
- Division of R&D, General Nutraceutical Technology, LLC, Elmsford, NY 10523, USA;
| | - Danielle Quaranto
- Department of Pathology, Microbiology & Immunology, New York Medical College, Valhalla, NY 10595, USA; (D.Q.); (N.D.); (H.K.I.); (R.K.T.); (X.-M.L.)
| | - Nicole DeSouza
- Department of Pathology, Microbiology & Immunology, New York Medical College, Valhalla, NY 10595, USA; (D.Q.); (N.D.); (H.K.I.); (R.K.T.); (X.-M.L.)
| | - Augustine L. Moscatello
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
| | - David Garber
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
| | - Steven Hemmerdinger
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
| | - Humayun K. Islam
- Department of Pathology, Microbiology & Immunology, New York Medical College, Valhalla, NY 10595, USA; (D.Q.); (N.D.); (H.K.I.); (R.K.T.); (X.-M.L.)
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
| | - Raj K. Tiwari
- Department of Pathology, Microbiology & Immunology, New York Medical College, Valhalla, NY 10595, USA; (D.Q.); (N.D.); (H.K.I.); (R.K.T.); (X.-M.L.)
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
| | - Xiu-Min Li
- Department of Pathology, Microbiology & Immunology, New York Medical College, Valhalla, NY 10595, USA; (D.Q.); (N.D.); (H.K.I.); (R.K.T.); (X.-M.L.)
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
- Department of Dermatology, New York Medical College, Valhalla, NY 10595, USA
| | - Jan Geliebter
- Department of Pathology, Microbiology & Immunology, New York Medical College, Valhalla, NY 10595, USA; (D.Q.); (N.D.); (H.K.I.); (R.K.T.); (X.-M.L.)
- Department of Otolaryngology, New York Medical College, Valhalla, NY 10595, USA; (A.L.M.); (D.G.); (S.H.)
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Yoo MH, Kim Y, Lee BS. Thyroid cancer risk associated with perfluoroalkyl carboxylate exposure: Assessment using a human dermal fibroblast-derived extracellular matrix-based thyroid cancer organoid. JOURNAL OF HAZARDOUS MATERIALS 2024; 479:135771. [PMID: 39255665 DOI: 10.1016/j.jhazmat.2024.135771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 09/04/2024] [Accepted: 09/05/2024] [Indexed: 09/12/2024]
Abstract
The burgeoning incidence of thyroid cancer globally necessitates a deeper understanding of its etiological factors. Emerging research suggests a link to environmental contaminants, notably perfluoroalkyl carboxylates (PFACs). This study introduces a novel biomaterial-based approach for modeling thyroid cancer and assesses PFAC exposure-related health risks. This biomaterial-centric methodology enabled a realistic simulation of long-term, low-dose PFAC exposure, yielding critical insights into their carcinogenic potential. Initially, the no observed adverse effect level concentration of 10 μM for four different PFACs, determined using cytotoxicity tests in 2D cell cultures, was employed with thyroid cancer organoids. Specifically, these organoids were exposed to 10 μM of PFACs, refreshed every 3 days over a period of 21 days. The impact of these PFACs on the organoids was assessed using western blotting and immunofluorescence, complemented by high-content screening imaging. This evaluation focused on thyroid-specific biomarkers, epithelial-mesenchymal transition markers, and the proliferation marker Ki-67. Findings indicated significant alterations in these markers, particularly with long-chain PFACs, suggesting an increased risk of thyroid cancer progression and metastasis upon prolonged exposure. This research advances our understanding of thyroid cancer pathology within the context of environmental health risks by investigating the effects of low-dose, long-term exposure to PFACs on human thyroid cancer organoids. The findings reveal the potential carcinogenic risk associated with these substances, emphasizing the urgent need for stricter regulatory controls.
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Affiliation(s)
- Min Heui Yoo
- Department of Advanced Toxicology Research, Korea Institute of Toxicology, 141 Gajeong-ro, Yuseong-gu, Daejeon 34114, Republic of Korea.
| | - Younhee Kim
- Department of Advanced Toxicology Research, Korea Institute of Toxicology, 141 Gajeong-ro, Yuseong-gu, Daejeon 34114, Republic of Korea
| | - Byoung-Seok Lee
- Department of Advanced Toxicology Research, Korea Institute of Toxicology, 141 Gajeong-ro, Yuseong-gu, Daejeon 34114, Republic of Korea.
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Sabi EM. The role of genetic and epigenetic modifications as potential biomarkers in the diagnosis and prognosis of thyroid cancer. Front Oncol 2024; 14:1474267. [PMID: 39558949 PMCID: PMC11570407 DOI: 10.3389/fonc.2024.1474267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 10/14/2024] [Indexed: 11/20/2024] Open
Abstract
Thyroid cancer (TC) is the most common endocrine cancer, which contributes to more than 43,600 deaths and 586,000 cases worldwide every year. Among the TC types, PTC and FTC comprise 90% of all TCs. Genetic modifications in genes are responsible for encoding proteins of mitogen-associated protein kinase cascade, which is closely related with numerous cellular mechanisms, including controlling programmed cell death, differentiation, proliferation, gene expression, as well as in genes encoding the PI3K (phosphatidylinositol 3-kinase)/protein kinase B (AKT) cascade, which has contribution in controlling cell motility, adhesion, survival, and glucose metabolism, have been associated with the TC pathogenesis. Various genetic modifications including BRAF mutations, RAS mutations, RET mutations, paired-box gene 8/peroxisome proliferator-activated receptor-gamma fusion oncogene, RET/PTC rearrangements, telomerase reverse transcriptase mutations, neurotrophic tyrosine receptor kinase fusion genes, TP53 mutations, and eukaryotic translation initiation factor 1A X-linked mutations can effectively serve as potential biomarkers in both diagnosis and prognosis of TC. On the other hand, epigenetic modifications can lead to aberrant functions or suppression of a range of signalling cascades, which can ultimately result in cancer. Various studies have observed the link between epigenetic modification and multiple cancers including TC. It has been reported that several epigenetic alterations including histone modifications, aberrant DNA methylation, and epigenetic modulations of non-coding RNAs can play significant roles as potential biomarkers in the diagnosis and prognosis of TC. Therefore, a good understanding regarding the genetic and epigenetic modifications is not only essential for the diagnosis and prognosis of TC, but also for the development of novel therapeutics. In this review, most of the major TC-related genetic and epigenetic modifications and their potential as biomarkers for TC diagnosis and prognosis have been extensively discussed.
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Affiliation(s)
- Essa M. Sabi
- Clinical Biochemistry Unit, Department of Pathology, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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Berinde GM, Socaciu AI, Socaciu MA, Petre GE, Rajnoveanu AG, Barsan M, Socaciu C, Piciu D. In Search of Relevant Urinary Biomarkers for Thyroid Papillary Carcinoma and Benign Thyroid Nodule Differentiation, Targeting Metabolic Profiles and Pathways via UHPLC-QTOF-ESI +-MS Analysis. Diagnostics (Basel) 2024; 14:2421. [PMID: 39518388 PMCID: PMC11544950 DOI: 10.3390/diagnostics14212421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 10/24/2024] [Accepted: 10/25/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Identification of specific urine metabolic profiles for patients diagnosed with papillary thyroid carcinoma (TC) vs. benign nodules (B) to identify specific biomarkers and altered pathways compared to those of healthy controls (C). METHODS Patient urine samples were collected, before surgery and after a histological confirmation of TC (n = 30) and B (n = 30), in parallel with sample collection from healthy controls (n = 20). The untargeted and semi-targeted metabolomic protocols were applied using UPLC-QTOF-ESI+-MS analysis, and the statistical analysis was performed using the Metaboanalyst 6.0 platform. The results for the blood biomarkers, previously published, were compared with the data obtained from urine sampling using the Venny algorithm and multivariate statistics. RESULTS Partial least squares discrimination, including VIP values, random forest graphs, and heatmaps (p < 0.05), together with biomarker analysis (AUROC ranking) and pathway analysis, suggested a specific model for the urinary metabolic profile and pathway alterations in TC and B vs. C, based on 190 identified metabolites in urine that were compared with the serum metabolites. By semi-targeted metabolomics, 10 classes of metabolites, considered putative biomarkers, were found to be responsible for specific alterations in the metabolic pathways, from polar molecules to lipids. Specific biomarkers for discrimination were identified in each class of metabolites that were either upregulated or downregulated when compared to those of the controls. CONCLUSIONS The lipidomic window was the most relevant for identifying biomarkers related to thyroid cancer and benign conditions, since this study detected a stronger involvement of lipids and selenium-related molecules for metabolic discrimination.
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Affiliation(s)
- Gabriela Maria Berinde
- Department of Occupational Health, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania; (G.M.B.); (A.G.R.); (M.B.)
| | - Andreea Iulia Socaciu
- Department of Occupational Health, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania; (G.M.B.); (A.G.R.); (M.B.)
| | - Mihai Adrian Socaciu
- Department of Medical Imaging, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania;
| | - Gabriel Emil Petre
- Department of Surgery 4, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania;
| | - Armand Gabriel Rajnoveanu
- Department of Occupational Health, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania; (G.M.B.); (A.G.R.); (M.B.)
| | - Maria Barsan
- Department of Occupational Health, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania; (G.M.B.); (A.G.R.); (M.B.)
| | - Carmen Socaciu
- Research Center for Applied Biotechnology and Molecular Therapy BIODIATECH, SC Proplanta SRL, Str. Trifoiului 12G, 400478 Cluj-Napoca, Romania;
| | - Doina Piciu
- Doctoral School, University of Medicine and Pharmacy “Iuliu Hatieganu”, Str. Victor Babes 8, 400347 Cluj-Napoca, Romania;
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Wang Y, Chen X, Chen Y, Xie F, Wang Z, Mao R, Wang L. Unveiling the link between ACR TI-RADS grading and Bethesda score of thyroid nodules in diabetic patients: A comprehensive analysis. BIOMOLECULES & BIOMEDICINE 2024; 24:1717-1725. [PMID: 38889391 PMCID: PMC11496854 DOI: 10.17305/bb.2024.10670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/01/2024] [Accepted: 06/01/2024] [Indexed: 06/20/2024]
Abstract
This study aimed to explores the factors influencing thyroid nodules (TNs) in individuals with type 2 diabetes mellitus (T2DM) and evaluates the consistency between different American College of Radiology Thyroid Imaging Reporting and Data System (ACR TI-RADS) grades and Bethesda scores. Total of 642 T2DM patients were divided into TN group (245) and control group (397) based on the presence or absence of TNs. TN patients were further categorized into ACR TI-RADS classification (TR) 1 to 4 and TR5 subgroups. Diabetes-related clinical and biochemical parameters were collected, and differences were analyzed using univariate analysis. Logistic regression analysis was utilized to pinpoint independent influencing factors for TN occurrence and different TN classifications. Consequently, age, body mass index (BMI), fasting plasma glucose level (FBGL), low density lipoprotein cholesterol (LDL-C), diabetic progression, and family history of TNs emerged as independent risk factors for TN development in T2DM patients. Additionally, glycosylated hemoglobin (HbA1c), nodule diameter, and family history of TNs were identified as independent risk factors for TR5 TN development in T2DM patients. All TR1 to 2 nodules had a Bethesda score of 2 and all showed benign pathological findings. In 97.10% of cases (67/69), nodules classified as TR3 exhibited a Bethesda score of 2, with all pathological results indicating benign findings, aligning with the Bethesda score. In addition, the concordance between TR4 nodules and Bethesda score was only 78.57% (88/112). In conclusion, TNs and their malignancy in T2DM patients are significantly linked to blood glucose and lipid metabolism indexes. TR3 classification in T2DM patients poses a low malignancy risk, suggesting caution when conducting fine needle aspiration cytology (FNAC) testing.
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Affiliation(s)
- Ying Wang
- Center for General Practice Medicine, General Practice and Health Management Center, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xi Chen
- Center for General Practice Medicine, General Practice and Health Management Center, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Yu Chen
- Center for General Practice Medicine, General Practice and Health Management Center, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Fei Xie
- Center for General Practice Medicine, General Practice and Health Management Center, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Zhuoyan Wang
- Center for General Practice Medicine, General Practice and Health Management Center, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Runyue Mao
- Center for General Practice Medicine, General Practice and Health Management Center, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Ligang Wang
- Cancer Center, Department of Ultrasound Medicine, Zhejiang Provincial People’s Hospital, (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
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Elendu C, Amaechi DC, Amaechi EC, Chima-Ogbuiyi NL, Afuh RN, Arrey Agbor DB, Abdi MA, Nwachukwu NO, Oderinde OO, Elendu TC, Elendu ID, Akintunde AA, Onyekweli SO, Omoruyi GO. Diagnostic criteria and scoring systems for thyroid storm: An evaluation of their utility - comparative review. Medicine (Baltimore) 2024; 103:e37396. [PMID: 38552097 PMCID: PMC10977538 DOI: 10.1097/md.0000000000037396] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 02/06/2024] [Indexed: 04/02/2024] Open
Abstract
A thyroid storm is a life-threatening endocrine emergency characterized by severe hyperthyroidism and many systemic manifestations. Prompt recognition and treatment are essential for patient survival. This study evaluates the utility of existing diagnostic criteria and scoring systems for thyroid storm. A comprehensive literature review encompassed articles published up to December 2023. Various diagnostic criteria and scoring systems, such as the Burch-Wartofsky Point Scale and the Japanese Thyroid Association criteria, were critically assessed based on their sensitivity, specificity, and clinical applicability. Our findings reveal that existing diagnostic criteria and scoring systems, although valuable tools, exhibit limitations. They may lack sensitivity in identifying milder cases of thyroid storm or fail to differentiate it from other critical conditions. Furthermore, some criteria rely heavily on subjective clinical Judgment, which can vary among healthcare providers. Future research should focus on refining existing criteria and developing more objective and universally applicable diagnostic tools to address these limitations. Incorporating advanced laboratory markers and modern imaging techniques may enhance diagnostic accuracy. Additionally, a standardized scoring system approach could improve clinical practice consistency. In conclusion, while current diagnostic criteria and scoring systems provide a foundation for identifying thyroid storm, their utility has shortcomings. Advancements in diagnostic methods and a collaborative effort to establish standardized criteria are imperative to enhance the accuracy and reliability of thyroid storm diagnosis, ultimately improving patient outcomes.
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Haigh T, Beattie H, Wade MA, England J, Kuvshinov D, Karsai L, Greenman J, Green V. The Use of Tissue-on-Chip Technology to Focus the Search for Extracellular Vesicle miRNA Biomarkers in Thyroid Disease. Int J Mol Sci 2023; 25:71. [PMID: 38203243 PMCID: PMC10778868 DOI: 10.3390/ijms25010071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Small extracellular vesicles (sEVs) contain microRNAs (miRNAs) which have potential to act as disease-specific biomarkers. The current study uses an established method to maintain human thyroid tissue ex vivo on a tissue-on-chip device, allowing the collection, isolation and interrogation of the sEVs released directly from thyroid tissue. sEVs were analysed for differences in miRNA levels released from benign thyroid tissue, Graves' disease tissue and papillary thyroid cancer (PTC), using miRNA sequencing and quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) to identify potential biomarkers of disease. Thyroid biopsies from patients with benign tissue (n = 5), Graves' disease (n = 5) and PTC (n = 5) were perfused with medium containing sEV-depleted serum for 6 days on the tissue-on-chip device. During incubation, the effluents were collected and ultracentrifuged to isolate sEVs; miRNA was extracted and sequenced (miRNASeq). Out of the 15 samples, 14 passed the quality control and miRNASeq analysis detected significantly higher expression of miR-375-3p, miR-7-5p, miR-382-5p and miR-127-3p in the sEVs isolated from Graves' tissue compared to those from benign tissue (false discovery rate; FDR p < 0.05). Similarly, miR-375-3p and miR-7-5p were also detected at a higher level in the Graves' tissue sEVs compared to the PTC tissue sEVs (FDR p < 0.05). No significant differences were observed between miRNA in sEVs from PTC vs. those from benign tissue. These results were supported by Quantitative Reverse Transcriptase Polymerase Chain Reaction (qRT-PCR). The novel findings demonstrate that the tissue-on-chip technology is a robust method for isolating sEVs directly from the tissue of interest, which has permitted the identification of four miRNAs, with which further investigation could be used as biomarkers or therapeutic targets within thyroid disease.
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Affiliation(s)
- Thomas Haigh
- Centre for Biomedicine, Faculty of Health Sciences, Hull York Medical School, University of Hull, Hull HU6 7RX, UK; (T.H.); (H.B.); (M.A.W.); (J.G.)
- Department of Otorhinolaryngology, Head and Neck Surgery, Hull University Teaching Hospitals NHS Trust Hull, Hull HU16 5JQ, UK;
| | - Hannah Beattie
- Centre for Biomedicine, Faculty of Health Sciences, Hull York Medical School, University of Hull, Hull HU6 7RX, UK; (T.H.); (H.B.); (M.A.W.); (J.G.)
| | - Mark A. Wade
- Centre for Biomedicine, Faculty of Health Sciences, Hull York Medical School, University of Hull, Hull HU6 7RX, UK; (T.H.); (H.B.); (M.A.W.); (J.G.)
| | - James England
- Department of Otorhinolaryngology, Head and Neck Surgery, Hull University Teaching Hospitals NHS Trust Hull, Hull HU16 5JQ, UK;
| | - Dmitriy Kuvshinov
- School of Engineering, University of Hull, Cottingham Rd., Hull HU6 7RX, UK;
| | - Laszlo Karsai
- Department of Pathology, Hull University Teaching Hospitals NHS Trust Hull, Hull HU3 2JZ, UK;
| | - John Greenman
- Centre for Biomedicine, Faculty of Health Sciences, Hull York Medical School, University of Hull, Hull HU6 7RX, UK; (T.H.); (H.B.); (M.A.W.); (J.G.)
| | - Victoria Green
- Centre for Biomedicine, Faculty of Health Sciences, Hull York Medical School, University of Hull, Hull HU6 7RX, UK; (T.H.); (H.B.); (M.A.W.); (J.G.)
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