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Mokhtari L, Hosseinzadeh F, Nourazarian A. Biochemical implications of robotic surgery: a new frontier in the operating room. J Robot Surg 2024; 18:91. [PMID: 38401027 DOI: 10.1007/s11701-024-01861-6] [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: 11/23/2023] [Accepted: 02/01/2024] [Indexed: 02/26/2024]
Abstract
Robotic surgery represents a milestone in surgical procedures, offering advantages such as less invasive methods, elimination of tremors, scaled motion, and 3D visualization. This in-depth analysis explores the complex biochemical effects of robotic methods. The use of pneumoperitoneum and steep Trendelenburg positioning can decrease pulmonary compliance and splanchnic perfusion while increasing hypercarbia. However, robotic surgery reduces surgical stress and inflammation by minimizing tissue trauma. This contributes to faster recovery but may limit immune function. Robotic procedures also limit ischemia-reperfusion injury and oxidative damage compared to open surgery. They also help preserve native antioxidant defenses and coagulation. In a clinical setting, robotic procedures reduce blood loss, pain, complications, and length of stay compared to traditional procedures. However, risks remain, including device failure, the need for conversion to open surgery and increased costs. On the oncology side, there is still debate about margins, recurrence, and long-term survival. The advent of advanced technologies, such as intraoperative biosensors, localized drug delivery systems, and the incorporation of artificial intelligence, may further improve the efficiency of robotic surgery. However, ethical dilemmas regarding patient consent, privacy, access, and regulation of this disruptive innovation need to be addressed. Overall, this review sheds light on the complex biochemical implications of robotic surgery and highlights areas that require additional mechanistic investigation. It presents a comprehensive approach to responsibly maximize the potential of robotic surgery to improve patient outcomes, integrating technical skill with careful consideration of physiological and ethical issues.
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Affiliation(s)
- Leila Mokhtari
- Department of Nursing, Khoy University of Medical Sciences, Khoy, Iran
| | | | - Alireza Nourazarian
- Department of Basic Medical Sciences, Khoy University of Medical Sciences, Khoy, Iran.
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2
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Vedovatto S, Oliveira FD, Pereira LC, Scheffel TB, Beckenkamp LR, Bertoni APS, Wink MR, Lenz G. CD73 mitigates ZEB1 expression in papillary thyroid carcinoma. Cell Commun Signal 2024; 22:145. [PMID: 38388432 PMCID: PMC10882796 DOI: 10.1186/s12964-024-01522-z] [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: 07/21/2023] [Accepted: 02/10/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND ZEB1, a core transcription factor involved in epithelial-mesenchymal transition (EMT), is associated with aggressive cancer cell behavior, treatment resistance, and poor prognosis across various tumor types. Similarly, the expression and activity of CD73, an ectonucleotidase implicated in adenosine generation, is an important marker of tumor malignancy. Growing evidence suggests that EMT and the adenosinergic pathway are intricately linked and play a pivotal role in cancer development. Therefore, this study focuses on exploring the correlations between CD73 and ZEB1, considering their impact on tumor progression. METHODS We employed CRISPR/Cas9 technology to silence CD73 expression in cell lines derived from papillary thyroid carcinoma. These same cells underwent lentiviral transduction of a reporter of ZEB1 non-coding RNA regulation. We conducted studies on cell migration using scratch assays and analyses of cellular speed and polarity. Additionally, we examined ZEB1 reporter expression through flow cytometry and immunocytochemistry, complemented by Western blot analysis for protein quantification. For further insights, we applied gene signatures representing different EMT states in an RNA-seq expression analysis of papillary thyroid carcinoma samples from The Cancer Genome Atlas. RESULTS Silencing CD73 expression led to a reduction in ZEB1 non-coding RNA regulation reporter expression in a papillary thyroid carcinoma-derived cell line. Additionally, it also mitigated ZEB1 protein expression. Moreover, the expression of CD73 and ZEB1 was correlated with alterations in cell morphology characteristics crucial for cell migration, promoting an increase in cell polarity index and cell migration speed. RNA-seq analysis revealed higher expression of NT5E (CD73) in samples with BRAF mutations, accompanied by a prevalence of partial-EMT/hybrid state signature expression. CONCLUSIONS Collectively, our findings suggest an association between CD73 expression and/or activity and the post-transcriptional regulation of ZEB1 by non-coding RNA, indicating a reduction in its absence. Further investigations are warranted to elucidate the relationship between CD73 and ZEB1, with the potential for targeting them as therapeutic alternatives for cancer treatment in the near future.
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Affiliation(s)
- Samlai Vedovatto
- Department of Biophysics, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, Prédio 43431, sala 107, UFRGS, Porto Alegre, RS, Brazil
| | - Fernanda Dittrich Oliveira
- Department of Biophysics, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, Prédio 43431, sala 107, UFRGS, Porto Alegre, RS, Brazil
| | - Luiza Cherobini Pereira
- Department of Biophysics, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, Prédio 43431, sala 107, UFRGS, Porto Alegre, RS, Brazil
| | - Thamiris Becker Scheffel
- Department of Biophysics, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, Prédio 43431, sala 107, UFRGS, Porto Alegre, RS, Brazil
- Brain Institute of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Liziane Raquel Beckenkamp
- Department of Basics Health Sciences and Laboratory of Cell Biology, Federal University of Health Sciences of Porto Alegre, Porto Alegre, RS, Brazil
| | - Ana Paula Santin Bertoni
- Department of Basics Health Sciences and Laboratory of Cell Biology, Federal University of Health Sciences of Porto Alegre, Porto Alegre, RS, Brazil
| | - Márcia Rosângela Wink
- Department of Basics Health Sciences and Laboratory of Cell Biology, Federal University of Health Sciences of Porto Alegre, Porto Alegre, RS, Brazil
| | - Guido Lenz
- Department of Biophysics, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 9500, Prédio 43431, sala 107, UFRGS, Porto Alegre, RS, Brazil.
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3
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Baldini E, Cardarelli S, Campese AF, Lori E, Fallahi P, Virili C, Forte F, Pironi D, Di Matteo FM, Palumbo P, Costanzo ML, D’Andrea V, Centanni M, Sorrenti S, Antonelli A, Ulisse S. Evaluation of the Therapeutic Effects of Harmine on Anaplastic Thyroid Cancer Cells. Int J Mol Sci 2024; 25:1121. [PMID: 38256193 PMCID: PMC10816100 DOI: 10.3390/ijms25021121] [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: 12/12/2023] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 01/24/2024] Open
Abstract
Anaplastic thyroid carcinoma (ATC) is an extremely difficult disease to tackle, with an overall patient survival of only a few months. The currently used therapeutic drugs, such as kinase inhibitors or immune checkpoint inhibitors, can prolong patient survival but fail to eradicate the tumor. In addition, the onset of drug resistance and adverse side-effects over time drastically reduce the chances of treatment. We recently showed that Twist1, a transcription factor involved in the epithelial mesenchymal transition (EMT), was strongly upregulated in ATC, and we wondered whether it might represent a therapeutic target in ATC patients. To investigate this hypothesis, the effects of harmine, a β-carboline alkaloid shown to induce degradation of the Twist1 protein and to possess antitumoral activity in different cancer types, were evaluated on two ATC-derived cell lines, BHT-101 and CAL-62. The results obtained demonstrated that, in both cell lines, harmine reduced the level of Twist1 protein and reverted the EMT, as suggested by the augmentation of E-cadherin and decrease in fibronectin expression. The drug also inhibited cell proliferation and migration in a dose-dependent manner and significantly reduced the anchorage-independent growth of both ATC cell lines. Harmine was also capable of inducing apoptosis in BHT-101 cells, but not in CAL-62 ones. Finally, the activation of PI3K/Akt signaling, but not that of the MAPK, was drastically reduced in treated cells. Overall, these in vitro data suggest that harmine could represent a new therapeutic option for ATC treatment.
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Affiliation(s)
- Enke Baldini
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Silvia Cardarelli
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | | | - Eleonora Lori
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Poupak Fallahi
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, 56126 Pisa, Italy;
| | - Camilla Virili
- Department of Medico-Surgical Sciences and Biotechnologies, “Sapienza” University of Rome, 04100 Latina, Italy; (C.V.); (M.C.)
| | - Flavio Forte
- Department of Urology, M.G. Vannini Hospital, 00177 Rome, Italy;
| | - Daniele Pironi
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Filippo Maria Di Matteo
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Piergaspare Palumbo
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Maria Ludovica Costanzo
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Vito D’Andrea
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Marco Centanni
- Department of Medico-Surgical Sciences and Biotechnologies, “Sapienza” University of Rome, 04100 Latina, Italy; (C.V.); (M.C.)
| | - Salvatore Sorrenti
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
| | - Alessandro Antonelli
- Department of Surgical, Medical and Molecular Pathology and of Critical Area, University of Pisa, 56126 Pisa, Italy;
| | - Salvatore Ulisse
- Department of Surgery, “Sapienza” University of Rome, 00161 Rome, Italy; (E.B.); (S.C.); (E.L.); (D.P.); (F.M.D.M.); (P.P.); (M.L.C.); (V.D.); (S.S.)
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4
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Canu GL, Cappellacci F, Abdallah A, Elzahaby I, Figueroa-Bohorquez D, Lori E, Miller JA, Pavia SZ, Pinillos P, Pongtippan A, Saleh SS, Sorrenti S, Sriphrapradang C, Calò PG, Medas F. Surgical Management of Indeterminate Thyroid Nodules across Different World Regions: Results from a Retrospective Multicentric (the MAIN-NODE) Study. Cancers (Basel) 2023; 15:3996. [PMID: 37568811 PMCID: PMC10416924 DOI: 10.3390/cancers15153996] [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: 06/07/2023] [Revised: 07/10/2023] [Accepted: 08/03/2023] [Indexed: 08/13/2023] Open
Abstract
Indeterminate thyroid nodules (ITNs) are characterized by an expected malignancy ranging from 5% to 30%, with most patients undergoing a diagnostic, rather than therapeutic, operation. The aim of our study was to compare the approach to ITNs across different regions of the world. In this retrospective, multicentric, international study, according to the WHO classification, we identified the South East Asian Region (SEAR), the Americas Region (AMR), the Eastern Mediterranean Region (EMR), the Europe Region (EUR), and the Western Pacific Region (WPR). One high-volume thyroid centre was included for each region. Demographic, preoperative, and pathologic data were compared among the different regions. Overall, 5737 patients from five high-volume thyroid centres were included in this study. We found that the proportion of ITNs over the global activity for thyroid disease was higher in the EUR (37.6%) than in the other regions (21.1-23.6%). In the EMR, the patients were significantly younger (with a mean of 43.1 years) than in the other regions (range, 48.8-57.4 years). The proportion of lobectomy was significantly higher in the WPR, where 83.2% (114/137) of patients received this treatment, than in the other regions, where lobectomies were performed in 44.1-58.1% of patients. The pathological diagnosis of malignancy was significantly higher in the SEAR centre, being over 60%, than in centres of the other regions, where it ranged from 26.3% to 41.3%. The occurrence of lymph node metastases was higher in the WPR (27.8%), AMR (26.9%), and EMR (20%) centres than in the EUR and SEAR centres, where it was lower than 10%. In summary, we found in our study different approaches and outcomes in the diagnosis and treatment of ITNs among countries. Overall, almost 60% of patients with ITNs who underwent surgery actually presented a benign disease, potentially undergoing an unnecessary operation.
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Affiliation(s)
- Gian Luigi Canu
- Department of Surgical Sciences, University of Cagliari, 09124 Cagliari, Italy; (G.L.C.); (F.C.); (P.G.C.)
| | - Federico Cappellacci
- Department of Surgical Sciences, University of Cagliari, 09124 Cagliari, Italy; (G.L.C.); (F.C.); (P.G.C.)
| | - Ahmed Abdallah
- Surgical Oncology, Mansoura University, Mansoura 35516, Egypt; (A.A.); (I.E.); (S.S.S.)
| | - Islam Elzahaby
- Surgical Oncology, Mansoura University, Mansoura 35516, Egypt; (A.A.); (I.E.); (S.S.S.)
| | - David Figueroa-Bohorquez
- Head and Neck Surgery, Hospital Universitario Nacional de Colombia, Bogotá 250247, Colombia; (D.F.-B.); (S.Z.P.); (P.P.)
| | - Eleonora Lori
- Department of Surgery, “Sapienza” University of Rome, 00185 Rome, Italy; (E.L.); (S.S.)
| | - Julie A. Miller
- The Royal Melbourne Hospital and Epworth Hospital, Melbourne, VIC 3121, Australia;
| | - Sergio Zúñiga Pavia
- Head and Neck Surgery, Hospital Universitario Nacional de Colombia, Bogotá 250247, Colombia; (D.F.-B.); (S.Z.P.); (P.P.)
| | - Pilar Pinillos
- Head and Neck Surgery, Hospital Universitario Nacional de Colombia, Bogotá 250247, Colombia; (D.F.-B.); (S.Z.P.); (P.P.)
| | - Atcharaporn Pongtippan
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand;
| | - Saleh Saleh Saleh
- Surgical Oncology, Mansoura University, Mansoura 35516, Egypt; (A.A.); (I.E.); (S.S.S.)
| | - Salvatore Sorrenti
- Department of Surgery, “Sapienza” University of Rome, 00185 Rome, Italy; (E.L.); (S.S.)
| | - Chutintorn Sriphrapradang
- Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand;
| | - Pietro Giorgio Calò
- Department of Surgical Sciences, University of Cagliari, 09124 Cagliari, Italy; (G.L.C.); (F.C.); (P.G.C.)
| | - Fabio Medas
- Department of Surgical Sciences, University of Cagliari, 09124 Cagliari, Italy; (G.L.C.); (F.C.); (P.G.C.)
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5
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Sorrenti S, Calò PG. Updates in Thyroid Cancer Surgery. Cancers (Basel) 2023; 15:3102. [PMID: 37370712 DOI: 10.3390/cancers15123102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023] Open
Abstract
This Special Issue of Cancers entitled "Updates in thyroid surgery" is a collection of nine articles that covers a wide range of topics, providing a comprehensive picture of the latest developments in thyroid surgery [...].
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Affiliation(s)
| | - Pietro Giorgio Calò
- Department of Surgical Sciences, University of Cagliari, Monserrato, 09042 Cagliari, Italy
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6
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Insights on the Association between Thyroid Diseases and Colorectal Cancer. J Clin Med 2023; 12:jcm12062234. [PMID: 36983233 PMCID: PMC10056144 DOI: 10.3390/jcm12062234] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 02/22/2023] [Accepted: 03/11/2023] [Indexed: 03/15/2023] Open
Abstract
Benign and malignant thyroid diseases (TDs) have been associated with the occurrence of extrathyroidal malignancies (EMs), including colorectal cancers (CRCs). Such associations have generated a major interest, as their characterization may provide useful clues regarding diseases’ etiology and/or progression, with the possible identification of shared congenital and environmental elements. On the other hand, elucidation of the underlying molecular mechanism(s) could lead to an improved and tailored clinical management of these patients and stimulate an increased surveillance of TD patients at higher threat of developing EMs. Here, we will examine the epidemiological, clinical, and molecular findings connecting TD and CRC, with the aim to identify possible molecular mechanism(s) responsible for such diseases’ relationship.
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Elia G, Patrizio A, Ragusa F, Paparo SR, Mazzi V, Balestri E, Botrini C, Rugani L, Benvenga S, Materazzi G, Spinelli C, Antonelli A, Fallahi P, Ferrari SM. Molecular features of aggressive thyroid cancer. Front Oncol 2022; 12:1099280. [PMID: 36605433 PMCID: PMC9807782 DOI: 10.3389/fonc.2022.1099280] [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: 11/15/2022] [Accepted: 12/06/2022] [Indexed: 12/24/2022] Open
Abstract
Poorly differentiated thyroid cancer (PDTC) and anaplastic thyroid cancer (ATC) have a worse prognosis with respect to well differentiated TC, and the loss of the capability of up-taking 131I is one of the main features characterizing aggressive TC. The knowledge of the genomic landscape of TC can help clinicians to discover the responsible alterations underlying more advance diseases and to address more tailored therapy. In fact, to date, the antiangiogenic multi-targeted kinase inhibitor (aaMKIs) sorafenib, lenvatinib, and cabozantinib, have been approved for the therapy of aggressive radioiodine (RAI)-resistant papillary TC (PTC) or follicular TC (FTC). Several other compounds, including immunotherapies, have been introduced and, in part, approved for the treatment of TC harboring specific mutations. For example, selpercatinib and pralsetinib inhibit mutant RET in medullary thyroid cancer but they can also block the RET fusion proteins-mediated signaling found in PTC. Entrectinib and larotrectinib, can be used in patients with progressive RAI-resistant TC harboring TRK fusion proteins. In addition FDA authorized the association of dabrafenib (BRAFV600E inhibitor) and trametinib (MEK inhibitor) for the treatment of BRAFV600E-mutated ATC. These drugs not only can limit the cancer spread, but in some circumstance they are able to induce the re-differentiation of aggressive tumors, which can be again submitted to new attempts of RAI therapy. In this review we explore the current knowledge on the genetic landscape of TC and its implication on the development of new precise therapeutic strategies.
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Affiliation(s)
- Giusy Elia
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Armando Patrizio
- Department of Emergency Medicine, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Francesca Ragusa
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Sabrina Rosaria Paparo
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Valeria Mazzi
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Eugenia Balestri
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Chiara Botrini
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Licia Rugani
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Salvatore Benvenga
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy,Master Program on Childhood, Adolescent and Women’s Endocrine Health, University of Messina, Messina, Italy,Interdepartmental Program of Molecular and Clinical Endocrinology and Women’s Endocrine Health, Azienda Ospedaliera Universitaria Policlinico ‘G. Martino’, Messina, Italy
| | - Gabriele Materazzi
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Claudio Spinelli
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy
| | - Alessandro Antonelli
- Department of Surgical, Medical and Molecular Pathology and Critical Area, University of Pisa, Pisa, Italy,*Correspondence: Alessandro Antonelli,
| | - Poupak Fallahi
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
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8
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Bellini MI, Lori E, Forte F, Lauro A, Tripodi D, Amabile MI, Cantisani V, Varanese M, Ferent IC, Baldini E, Ulisse S, D’Andrea V, Pironi D, Sorrenti S. Thyroid and renal cancers: A bidirectional association. Front Oncol 2022; 12:951976. [PMID: 36212468 PMCID: PMC9538481 DOI: 10.3389/fonc.2022.951976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/22/2022] [Indexed: 12/01/2022] Open
Abstract
There is a deep interrelation between the thyroid gland and the kidney parenchyma, with dysfunction of the first leading to significant changes in renal metabolism and vice versa. Given the recognition of cancer as a systemic disease, the raise of thyroid tumors and the common association of several malignancies, such as breast cancer, prostate cancer, colorectal cancer, and other, with an increased risk of kidney disease, public health alert for these conditions is warranted. A systematic review of the current evidence on the bidirectional relationship between thyroid and renal cancers was conducted including 18 studies, highlighting patient’s characteristics, histology, time for secondary malignancy to develop from the first diagnosis, treatment, and follow-up. A total of 776 patients were identified; median age was 64 years (range: 7–76 years). Obesity and family history were identified as the most common risk factors, and genetic susceptibility was suggested with a potential strong association with Cowden syndrome. Controversy on chemo and radiotherapy effects was found, as not all patients were previously exposed to these treatments. Men were more likely to develop kidney cancer after a primary thyroid malignancy, with 423/776 (54%) experiencing renal disease secondarily. Median time after the first malignancy was 5.2 years (range: 0–20 years). With the advancement of current oncological therapy, the prognosis for thyroid cancer patients has improved, although there has been a corresponding rise in the incidence of multiple secondary malignancy within the same population, particularly concerning the kidney. Surgery can achieve disease-free survival, if surveillance follow-up allows for an early localized form, where radical treatment is recommended.
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Affiliation(s)
- Maria Irene Bellini
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
- *Correspondence: Maria Irene Bellini,
| | - Eleonora Lori
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Flavio Forte
- Department of Urology, M. G. Vannini Hospital, Rome, Italy
| | - Augusto Lauro
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Domenico Tripodi
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Maria Ida Amabile
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Vito Cantisani
- Department of Radiological, Anatomopathological and Oncological Sciences, Sapienza University of Rome, Rome, Italy
| | - Marzia Varanese
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | | | - Enke Baldini
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Salvatore Ulisse
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Vito D’Andrea
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Daniele Pironi
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Salvatore Sorrenti
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
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9
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Ulisse S, Baldini E, Pironi D, Gagliardi F, Tripodi D, Lauro A, Carbotta S, Tarroni D, D’Armiento M, Morrone A, Forte F, Frattaroli F, Persechino S, Odorisio T, D’Andrea V, Lori E, Sorrenti S. Is Melanoma Progression Affected by Thyroid Diseases? Int J Mol Sci 2022; 23:ijms231710036. [PMID: 36077430 PMCID: PMC9456309 DOI: 10.3390/ijms231710036] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/25/2022] [Accepted: 08/31/2022] [Indexed: 11/16/2022] Open
Abstract
Clinical and epidemiological evidence indicate a relationship between thyroid diseases and melanoma. In particular, the hypothyroidism condition appears to promote melanoma spread, which suggests a protective role of thyroid hormones against disease progression. In addition, experimental data suggest that, in addition to thyroid hormones, other hormonal players of the hypothalamic–pituitary–thyroid (HPT) axis, namely the thyrotropin releasing hormone and the thyrotropin, are likely to affect melanoma cells behavior. This information warrants further clinical and experimental studies in order to build a precise pattern of action of the HPT hormones on melanoma cells. An improved knowledge of the involved molecular mechanism(s) could lead to a better and possibly personalized clinical management of these patients.
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Affiliation(s)
- Salvatore Ulisse
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
- Correspondence:
| | - Enke Baldini
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Daniele Pironi
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Federica Gagliardi
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Domenico Tripodi
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Augusto Lauro
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Sabino Carbotta
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Danilo Tarroni
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Matteo D’Armiento
- Scientific Direction, IRCCS San Gallicano Dermatological Institute, 00144 Rome, Italy
| | - Aldo Morrone
- Scientific Direction, IRCCS San Gallicano Dermatological Institute, 00144 Rome, Italy
| | - Flavio Forte
- Urology Department, M.G. Vannini Hospital, 00177 Rome, Italy
| | - Flaminia Frattaroli
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Severino Persechino
- Department of Neurosciences, Mental Health and Sensory Organs, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Teresa Odorisio
- Laboratory of Molecular and Cell Biology, Istituto Dermopatico dell’Immacolata, IDI-IRCCS, 00167 Rome, Italy
| | - Vito D’Andrea
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Eleonora Lori
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
| | - Salvatore Sorrenti
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy
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10
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Parvathareddy SK, Siraj AK, Annaiyappanaidu P, Siraj N, Al-Sobhi SS, Al-Dayel F, Al-Kuraya KS. Risk Factors for Cervical Lymph Node Metastasis in Middle Eastern Papillary Thyroid Microcarcinoma. J Clin Med 2022; 11:jcm11154613. [PMID: 35956227 PMCID: PMC9369489 DOI: 10.3390/jcm11154613] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/26/2022] [Accepted: 08/04/2022] [Indexed: 11/17/2022] Open
Abstract
Papillary thyroid microcarcinoma (PTMC) typically has an indolent course and excellent prognosis. Nonetheless, a subset of PTMC carries a risk of lymph node metastasis (LNM) and local recurrence. PTC from the Middle Eastern population is unique with respect to demographic and clinico-pathological characteristics as compared to other ethnicities of the world. The risk factors of LNM in PTMC patients of Middle Eastern ethnicity have not been fully explored. The present study aims to investigate the influencing factors of LNM in Middle Eastern PTMC patients and its predictive impact on patient’s outcome. A total of 226 confirmed PTMC cases were selected in this retrospective study. The correlation between clinico-pathological, as well as molecular, characteristics and LNM was evaluated. Multivariate analysis was performed by logistic regression and Cox proportional hazards models. Among the 226 patients, the rate of LNM was 43.8% (99/226). Bilaterality, multifocality, gross extrathyroidal extension (ETE), and intermediate-to-high American Thyroid Association (ATA) risk tumors were significantly associated with LNM in PTMC. Multivariate logistic regression analysis showed that bilaterality and gross ETE were independent predictive factors for LNM in PTMC. The recurrence-free survival (RFS) was shorter in PTMC with LNM compared to those without LNM (p = 0.0051) and was significant on multivariate analysis. In conclusion, our study showed that bilaterality and gross ETE were independent influencing factors of LNM in Saudi patients with PTMC. LNM was also associated with shorter RFS. The identification of risk factors for LNM in patients of Middle Eastern ethnicity could help the individualization of clinical management for PTMC patients.
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Affiliation(s)
- Sandeep Kumar Parvathareddy
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
| | - Abdul K. Siraj
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
| | - Padmanaban Annaiyappanaidu
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
| | - Nabil Siraj
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
| | - Saif S. Al-Sobhi
- Department of Surgery, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
| | - Fouad Al-Dayel
- Department of Pathology, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
| | - Khawla S. Al-Kuraya
- Human Cancer Genomic Research, King Faisal Specialist Hospital and Research Centre, P.O. Box 3354, Riyadh 11211, Saudi Arabia
- Correspondence: ; Tel.: +966-1-205-5167
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11
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Cappellacci F, Canu GL, Lai ML, Lori E, Biancu M, Boi F, Medas F. Association between hashimoto thyroiditis and differentiated thyroid cancer: A single-center experience. Front Oncol 2022; 12:959595. [PMID: 35965566 PMCID: PMC9366466 DOI: 10.3389/fonc.2022.959595] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 06/30/2022] [Indexed: 12/29/2022] Open
Abstract
Hashimoto’s thyroiditis is the most common cause of hypothyroidism in the iodine-sufficient areas of the world. Differentiated thyroid cancer is the most common thyroid cancer subtype, accounting for more than 95% of cases, and it is considered a tumor with a good prognosis, although a certain number of patients experience a poor clinical outcome. Hashimoto’s thyroiditis has been found to coexist with differentiated thyroid cancer in surgical specimens, but the relationship between these two entities has not yet been clarified. Our study aims to analyze the relationship between these two diseases, highlighting the incidence of histological diagnosis of Hashimoto thyroiditis in differentiated thyroid cancer patients, and assess how this autoimmune disorder influences the risk of structural disease recurrence and recurrence rate.
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Affiliation(s)
- Federico Cappellacci
- Department of Surgical Sciences, University of Cagliari, Cagliari, Italy
- *Correspondence: Federico Cappellacci,
| | - Gian Luigi Canu
- Department of Surgical Sciences, University of Cagliari, Cagliari, Italy
| | - Maria Letizia Lai
- Department of Cytomorphology, University of Cagliari, Cagliari, Italy
| | - Eleonora Lori
- Department of Surgical Science, Sapienza University of Rome, Rome, Italy
| | - Miriam Biancu
- Department of Surgical Sciences, University of Cagliari, Cagliari, Italy
| | - Francesco Boi
- Endocrinology, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Fabio Medas
- Department of Surgical Sciences, University of Cagliari, Cagliari, Italy
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12
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Sorrenti S, Dolcetti V, Radzina M, Bellini MI, Frezza F, Munir K, Grani G, Durante C, D’Andrea V, David E, Calò PG, Lori E, Cantisani V. Artificial Intelligence for Thyroid Nodule Characterization: Where Are We Standing? Cancers (Basel) 2022; 14:cancers14143357. [PMID: 35884418 PMCID: PMC9315681 DOI: 10.3390/cancers14143357] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/24/2022] [Accepted: 07/08/2022] [Indexed: 12/12/2022] Open
Abstract
Simple Summary In the present review, an up-to-date summary of the state of the art of artificial intelligence (AI) implementation for thyroid nodule characterization and cancer is provided. The opinion on the real effectiveness of AI systems remains controversial. Taking into consideration the largest and most scientifically valid studies, it is possible to state that AI provides results that are comparable or inferior to expert ultrasound specialists and radiologists. Promising data approve AI as a support tool and simultaneously highlight the need for a radiologist supervisory framework for AI provided results. Therefore, current solutions might be more suitable for educational purposes. Abstract Machine learning (ML) is an interdisciplinary sector in the subset of artificial intelligence (AI) that creates systems to set up logical connections using algorithms, and thus offers predictions for complex data analysis. In the present review, an up-to-date summary of the current state of the art regarding ML and AI implementation for thyroid nodule ultrasound characterization and cancer is provided, highlighting controversies over AI application as well as possible benefits of ML, such as, for example, training purposes. There is evidence that AI increases diagnostic accuracy and significantly limits inter-observer variability by using standardized mathematical algorithms. It could also be of aid in practice settings with limited sub-specialty expertise, offering a second opinion by means of radiomics and computer-assisted diagnosis. The introduction of AI represents a revolutionary event in thyroid nodule evaluation, but key issues for further implementation include integration with radiologist expertise, impact on workflow and efficiency, and performance monitoring.
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Affiliation(s)
- Salvatore Sorrenti
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy; (S.S.); (V.D.); (E.L.)
| | - Vincenzo Dolcetti
- Department of Radiological, Anatomo-Pathological Sciences, “Sapienza” University of Rome, 00161 Rome, Italy; (V.D.); (V.C.)
| | - Maija Radzina
- Radiology Research Laboratory, Riga Stradins University, LV-1007 Riga, Latvia;
- Medical Faculty, University of Latvia, Diagnostic Radiology Institute, Paula Stradina Clinical University Hospital, LV-1007 Riga, Latvia
| | - Maria Irene Bellini
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy; (S.S.); (V.D.); (E.L.)
- Correspondence:
| | - Fabrizio Frezza
- Department of Information Engineering, Electronics and Telecommunications, “Sapienza” University of Rome, 00184 Rome, Italy; (F.F.); (K.M.)
- Consorzio Nazionale Interuniversitario per le Telecomunicazioni (CNIT), Viale G.P. Usberti 181/A Sede Scientifica di Ingegneria-Palazzina 3, 43124 Parma, Italy
| | - Khushboo Munir
- Department of Information Engineering, Electronics and Telecommunications, “Sapienza” University of Rome, 00184 Rome, Italy; (F.F.); (K.M.)
| | - Giorgio Grani
- Department of Translational and Precision Medicine, “Sapienza” University of Rome, 00161 Rome, Italy; (G.G.); (C.D.); (E.D.)
| | - Cosimo Durante
- Department of Translational and Precision Medicine, “Sapienza” University of Rome, 00161 Rome, Italy; (G.G.); (C.D.); (E.D.)
| | - Vito D’Andrea
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy; (S.S.); (V.D.); (E.L.)
| | - Emanuele David
- Department of Translational and Precision Medicine, “Sapienza” University of Rome, 00161 Rome, Italy; (G.G.); (C.D.); (E.D.)
| | - Pietro Giorgio Calò
- Department of Surgical Sciences, “Policlinico Universitario Duilio Casula”, University of Cagliari, 09042 Monserrato, Italy;
| | - Eleonora Lori
- Department of Surgical Sciences, “Sapienza” University of Rome, 00161 Rome, Italy; (S.S.); (V.D.); (E.L.)
| | - Vito Cantisani
- Department of Radiological, Anatomo-Pathological Sciences, “Sapienza” University of Rome, 00161 Rome, Italy; (V.D.); (V.C.)
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13
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Graceffa G, Salamone G, Contino S, Saputo F, Corigliano A, Melfa G, Proclamà MP, Richiusa P, Mazzola S, Tutino R, Orlando G, Scerrino G. Risk Factors for Anaplastic Thyroid Carcinoma: A Case Series From a Tertiary Referral Center for Thyroid Surgery and Literature Analysis. Front Oncol 2022; 12:948033. [PMID: 35875085 PMCID: PMC9303013 DOI: 10.3389/fonc.2022.948033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 05/30/2022] [Indexed: 11/17/2022] Open
Abstract
Anaplastic thyroid carcinoma (ATC) is a very rare and extremely aggressive disease with a very poor prognosis. Several risk factors have been hypothesized, but there is no clear-cut literature data on it. We reviewed the literature concerning risk factors for ATC and analyzed the institutional database from 2005 to 2022. In total, 15 papers were suitable for review, while the retrospective data collection search, conducted on our institutional database, provided 13 results. In our experience, in agreement with literature data, ATC seems to be a neoplasm peculiar to old age (in our database, mean age is 72 years), with a higher prevalence in subjects with a low level of education and a long history of multinodular goiter (MNG). The role of cigarette smoking and blood group, hypothesized on some literature data, was more uncertain, although the small sample size evaluated probably had a great influence on these results. The higher incidence of the disease in individuals with a history of MNG could suggest more aggressive choices in the treatment of a benign disease, in contrast to current practice. However, this may be a highly questionable point considering that ATC accounts for no more than 2% of all thyroid neoplasms in surgical departments, even those dedicated to endocrine neck surgery. Further studies are therefore necessary for a step forward in this direction.
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Affiliation(s)
- Giuseppa Graceffa
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Giuseppe Salamone
- Department of Surgical Oncological and Oral Sciences, Unit of General and Emergency Surgery, University of Palermo, Palermo, Italy
| | - Silvia Contino
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Federica Saputo
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, Palermo, Italy
| | - Alessandro Corigliano
- Department of Surgical Oncological and Oral Sciences, Unit of General and Emergency Surgery, University of Palermo, Palermo, Italy
| | - Giuseppina Melfa
- Department of Surgical Oncological and Oral Sciences, Unit of General and Emergency Surgery, University of Palermo, Palermo, Italy
| | - Maria Pia Proclamà
- Department of Surgical Oncological and Oral Sciences, Unit of General and Emergency Surgery, University of Palermo, Palermo, Italy
| | - Pierina Richiusa
- Section of Endocrinology-Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Palermo, Italy
| | - Sergio Mazzola
- Unit of Clinical Epidemiology and Tumor Registry, Department of Laboratory Diagnostics, Policlinico “P. Giaccone” University of Palermo, Palermo, Italy
| | - Roberta Tutino
- Department of General and Specialized Surgery, City of Health and Science Hospital of Turin, Turin, Italy
| | - Giuseppina Orlando
- Department of Surgical Oncological and Oral Sciences, Unit of General and Emergency Surgery, University of Palermo, Palermo, Italy
- *Correspondence: Giuseppina Orlando,
| | - Gregorio Scerrino
- Department of Surgical Oncological and Oral Sciences, Unit of General and Emergency Surgery, University of Palermo, Palermo, Italy
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14
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Bulfamante AM, Lori E, Bellini MI, Bolis E, Lozza P, Castellani L, Saibene AM, Pipolo C, Fuccillo E, Rosso C, Felisati G, De Pasquale L. Advanced Differentiated Thyroid Cancer: A Complex Condition Needing a Tailored Approach. Front Oncol 2022; 12:954759. [PMID: 35875142 PMCID: PMC9300941 DOI: 10.3389/fonc.2022.954759] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 06/13/2022] [Indexed: 12/28/2022] Open
Abstract
Differentiated thyroid cancers (DTCs) are slow-growing malignant tumours, including papillary and follicular carcinomas. Overall, prognosis is good, although it tends to worsen when local invasion occurs with bulky cervical nodes, or in the case of distant metastases. Surgery represents the main treatment for DTCs. However, radical excision is challenging and significant morbidity and functional loss can follow the treatment of the more advanced forms. Literature on advanced thyroid tumours, both differentiated and undifferentiated, does not provide clear and specific guidelines. This emerges the need for a tailored and multidisciplinary approach. In the present study, we report our single-centre experience of 111 advanced (local, regional, and distant) DTCs, investigating the rate of radical excision, peri-procedural and post-procedural complications, quality of life, persistence, recurrence rates, and survival rates. Results are critically appraised and compared to the existing published evidence review.
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Affiliation(s)
- Antonio Mario Bulfamante
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Eleonora Lori
- Department of Surgical Sciences, “Sapienza” University of Rome, Rome, Italy
- *Correspondence: Eleonora Lori,
| | | | | | - Paolo Lozza
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Luca Castellani
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Alberto Maria Saibene
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Carlotta Pipolo
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Emanuela Fuccillo
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Cecilia Rosso
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Giovanni Felisati
- Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
| | - Loredana De Pasquale
- Thyroid and Parathyroid Surgery Service-Otolaryngology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, Milan, Italy
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15
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Xi NM, Wang L, Yang C. Improving the diagnosis of thyroid cancer by machine learning and clinical data. Sci Rep 2022; 12:11143. [PMID: 35778428 PMCID: PMC9249901 DOI: 10.1038/s41598-022-15342-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 06/22/2022] [Indexed: 12/13/2022] Open
Abstract
Thyroid cancer is a common endocrine carcinoma that occurs in the thyroid gland. Much effort has been invested in improving its diagnosis, and thyroidectomy remains the primary treatment method. A successful operation without unnecessary side injuries relies on an accurate preoperative diagnosis. Current human assessment of thyroid nodule malignancy is prone to errors and may not guarantee an accurate preoperative diagnosis. This study proposed a machine learning framework to predict thyroid nodule malignancy based on our collected novel clinical dataset. The ten-fold cross-validation, bootstrap analysis, and permutation predictor importance were applied to estimate and interpret the model performance under uncertainty. The comparison between model prediction and expert assessment shows the advantage of our framework over human judgment in predicting thyroid nodule malignancy. Our method is accurate, interpretable, and thus useable as additional evidence in the preoperative diagnosis of thyroid cancer.
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Affiliation(s)
- Nan Miles Xi
- Department of Mathematics and Statistics, Loyola University Chicago, Chicago, IL, 60660, USA
| | - Lin Wang
- Department of Statistics, Purdue University, West Lafayette, IN, 47907, USA
| | - Chuanjia Yang
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, 110004, Liaoning, China.
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16
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RNF185 antisense RNA 1 (RNF185-AS1) promotes proliferation, migration, and invasion in papillary thyroid carcinoma. Anticancer Drugs 2022; 33:595-606. [PMID: 35324519 DOI: 10.1097/cad.0000000000001295] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Long noncoding RNA (lncRNA) plays an important role in multiple cancers. So far, the exact function of lncRNAs in papillary thyroid carcinoma (PTC) is unclear. The purposes of this work were to investigate the function and underlying mechanisms of RNF185 antisense RNA 1 (RNF185-AS1) in PTC. The expression of RNF185-AS1 was analyzed by quantitative real-time PCR (qRT-PCR). Colony formation, 5-ethynyl-2'-deoxyuridine, and Cell Counting Kit-8 assays were utilized to determine cell proliferation. Cell migration and invasion were tested using wound healing and transwell assays. A mouse transplantation tumor model was used for tumor growth analyses in vivo. The regulation of RNF185-AS1 on the downstream miR-429/lipoprotein receptor-related protein (LRP4) axis was predicted and identified through bioinformatic analysis, dual-luciferase reporter assay, and RNA immunoprecipitation (RIP) assay. RNF185-AS1 was dramatically overexpressed in PTC tumors and cells. High RNF185-AS1 expression was associated with bigger tumor size, lymph node metastasis, and advanced tumor-node-metastasis stage in PTC patients. Silencing of RNF185-AS1 impeded the proliferation, migration, and invasion in vitro and constrained tumorigenesis in vivo. Mechanistically, RNF185-AS1 could act as a sponge of miR-429 to regulate the expression of LRP4. In addition, downregulation of miR-429 or upregulation of LRP4 could relieve the proliferation, migration, and invasion of IHH-4 and TPC-1 cells that inhibited by RNF185-AS1 knockdown. Downregulation of RNF185-AS1 may suppress PTC progression through functioning as a sponge of miR-429 to hinder the expression of LRP4. The RNF185-AS1/miR-429/LRP4 axis will lay the groundwork for future therapeutic strategies in PTC.
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17
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Zhang X, Ni T, Zhang W. Ultrasonography-Guided Thermal Ablation for Cervical Lymph Node Metastasis of Recurrent Papillary Thyroid Carcinoma: Is it Superior to Surgical Resection? Front Endocrinol (Lausanne) 2022; 13:907195. [PMID: 35832431 PMCID: PMC9272822 DOI: 10.3389/fendo.2022.907195] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 05/16/2022] [Indexed: 11/20/2022] Open
Abstract
AIM The study aimed to systematically evaluate the safety and efficacy of ultrasonography-guided percutaneous thermal ablation in the treatment of cervical lymph node metastasis (LNM) of recurrent papillary thyroid carcinoma (PTC). METHODS PubMed, PubMed Central (PMC), Embase, and Cochrane were examined. The inclusion and exclusion criteria were determined and the relevant data were extracted from the library and other databases for LNM thermal ablation of recurrent PTC. The data were analyzed using Stata15.1, Revman5.3 software, and the standard errors of 95% confidence intervals were estimated using fixed or random effects models. Volume reduction rate (VRR), Serum thyroglobulin (Tg) level before and after thermal ablation, the total complications and major complications incidence were analyzed. RESULTS A total of 18 literature articles were included, namely, 10 radiofrequency ablation (RFA), 4 laser ablation (LA), and 4 microwave ablation (MWA). A total of 321 patients had 498 LNM. LNM volume changes before and at the last follow-up of thermal ablation (SMD = 1.04, I2 = 8%, 95% CI 0.86-1.21, P <0.0001). The postoperative lymph node VRR was 88.4% (95% CI 77.8-97.3%, I2 = 34%, P = 0.14). Tg measurements before and after thermal ablation (SMD = 1.15, 95% CI 0.69-1.60, I2 = 84%, P <0.0001). The incidence of total complications was 5.0% (95% CI 3.0-7.0%, I2 = 0.0%, P = 0.915), and the incidence of major complications was 4.0% (95% CI 2.0-6.0%, I2 = 0.0%, P = 0.888). A total of 131 LNM were located in the central region, and the major complication rate was 12.0% (95% CI 6.0-18.0%, I2 = 0.0%, P = 0.653). CONCLUSION Ultrasonography-guided thermal ablation is safe and effective in the treatment of LNM of recurrent PTC. The ablation strategy of central LNM needs to be further explored and improved. It can be used as an alternative to surgery for patients with high surgical risk or who refuse resurgery. SYSTEMATIC REVIEW REGISTRATION 10.37766/inplasy2022.6.0004, identifier INPLASY202260004.
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