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Duan C, Sheng J, Ma X. Innovative approaches in colorectal cancer screening: advances in detection methods and the role of artificial intelligence. Therap Adv Gastroenterol 2025; 18:17562848251314829. [PMID: 39898356 PMCID: PMC11783499 DOI: 10.1177/17562848251314829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 01/06/2025] [Indexed: 02/04/2025] Open
Abstract
Colorectal cancer (CRC) is the third most prevalent cancer globally and poses a significant health threat, making early detection crucial. This review paper explored emerging detection methods for early screening of CRC, including gut microbiota, metabolites, genetic markers, and artificial intelligence (AI)-based technologies. Current screening methods have their respective advantages and limitations, particularly in detecting precursors. First, the importance of the gut microbiome in CRC progression is discussed, highlighting how specific microbial alterations can serve as biomarkers for early detection, potentially enhancing diagnostic accuracy when combined with traditional screening methods. Next, research on metabolic reprogramming illustrates the relationship between metabolic changes and CRC, with studies developing metabolite-based detection models that show good sensitivity for early diagnosis. In terms of genetic markers, methylated DNA markers like SEPTIN9 have demonstrated high sensitivity, although further validation across diverse populations is necessary. Lastly, AI technology has shown immense potential in improving adenoma detection rates, significantly enhancing the quality of colonoscopic examinations through image recognition techniques. This review aims to provide a comprehensive perspective on new strategies for CRC screening, emphasizing the potential of noninvasive detection technologies and the prospects of AI and genomics in clinical applications. Despite several challenges, this review advocates for future large-scale prospective studies to validate the effectiveness and cost-effectiveness of these new screening methods while promoting the implementation of screening protocols tailored to individual characteristics.
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Affiliation(s)
- Changwei Duan
- Medical School of Chinese PLA, Beijing, China Senior Department of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Gastroenterology, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Jianqiu Sheng
- Medical School of Chinese PLA, Beijing 100853, China Senior Department of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing 100853, China
- Department of Gastroenterology, The Seventh Medical Center of Chinese PLA General Hospital, No. 5 Nanmencang, Beijing 100700, China
| | - Xianzong Ma
- Senior Department of Gastroenterology, The First Medical Center of Chinese PLA General Hospital, Beijing 100853, China
- Department of Gastroenterology, The Seventh Medical Center of Chinese PLA General Hospital, No. 28 Fuxing Road, Beijing 100700, China
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Dos Reis MB, Dos Santos W, de Carvalho AC, Lima AB, Reis MT, Santos F, Reis RM, Guimarães DP. Plasma mutation profile of precursor lesions and colorectal cancer using the Oncomine Colon cfDNA Assay. BMC Cancer 2024; 24:1547. [PMID: 39695441 DOI: 10.1186/s12885-024-13287-2] [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: 07/05/2024] [Accepted: 12/04/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is the second leading cause of cancer death worldwide. Early detection of precursor lesions or early-stage cancer could hamper cancer development or improve survival rates. Liquid biopsy, which detects tumor biomarkers, such as mutations, in blood, is a promising avenue for cancer screening. AIM To assess the presence of genetic variants in plasma cell-free tumor DNA from patients with precursor lesions and colorectal cancer using the commercial Oncomine Colon cfDNA Assay. MATERIAL AND METHODS Cell-free DNA (cfDNA) samples from the plasma of 52 Brazilian patients were analyzed. Eight patients did not have any significant lesions (five normal colonoscopies and three hyperplastic polyps), 24 exhibited precursor lesions (13 nonadvanced adenomas, 10 advanced adenomas, and one sessile serrated lesion), and 20 patients with cancer (CRC). The mutation profile of 14 CRC-associated genes were determined by next-generation sequencing (NGS) using the Oncomine Colon cfDNA Assay in the Ion Torrent PGM/S5 sequencer. RESULTS Thirty-three variants were detected in eight genes (TP53, PIK3CA, FBXW7, APC, BRAF, GNAS, KRAS, and SMAD4). No variants were detected in the AKT1, CTNNB1, EGFR, ERBB2, MAP2K1 and NRAS genes. All variants were considered pathogenic and classified as missense or truncating. The TP53 gene harbored the most variants (48.48%), followed by the KRAS gene (15.15%) and the APC gene (9.09%). It was possible to detect the presence of at least one pathogenic variant in cfDNA in 60% of CRC patients (12/20) and 25% of precursor lesions (6/24), which included variants in three patients with nonadvanced adenoma (3/13 - 23.08%) and three with advanced adenomas (3/10 - 30%). No variants were detected in the eight patients with normal findings during colonoscopy. The detection of mutations showed a sensitivity of 60% and a specificity of 100% for detecting CRC and a sensitivity of 50% and a specificity of 100% for detecting advanced lesions. CONCLUSION The detection of plasma NGS-identified mutations could assist in early screening and diagnostic of CRC in a noninvasive manner.
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Affiliation(s)
| | | | | | - Adhara Brandão Lima
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Monise Tadin Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
- Department of Pathology, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Florinda Santos
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
- Department of Medical Oncology, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil.
- Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal.
- ICVS/3B's-PT Government Associate Laboratory, Braga, Portugal.
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Tsai CC, Wang CY, Chang HH, Chang PTS, Chang CH, Chu TY, Hsu PC, Kuo CY. Diagnostics and Therapy for Malignant Tumors. Biomedicines 2024; 12:2659. [PMID: 39767566 PMCID: PMC11726849 DOI: 10.3390/biomedicines12122659] [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: 10/31/2024] [Revised: 11/20/2024] [Accepted: 11/20/2024] [Indexed: 01/03/2025] Open
Abstract
Malignant tumors remain one of the most significant global health challenges and contribute to high mortality rates across various cancer types. The complex nature of these tumors requires multifaceted diagnostic and therapeutic approaches. This review explores current advancements in diagnostic methods, including molecular imaging, biomarkers, and liquid biopsies. It also delves into the evolution of therapeutic strategies, including surgery, chemotherapy, radiation therapy, and novel targeted therapies such as immunotherapy and gene therapy. Although significant progress has been made in the understanding of cancer biology, the future of oncology lies in the integration of precision medicine, improved diagnostic tools, and personalized therapeutic approaches that address tumor heterogeneity. This review aims to provide a comprehensive overview of the current state of cancer diagnostics and treatments while highlighting emerging trends and challenges that lie ahead.
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Affiliation(s)
- Chung-Che Tsai
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan; (C.-C.T.); (C.-H.C.); (T.Y.C.)
| | - Chun-Yu Wang
- Department of Dentistry, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan;
| | - Hsu-Hung Chang
- Division of Nephrology, Department of Internal Medicine, Sijhih Cathay General Hospital, New Taipei City 221, Taiwan;
| | | | - Chuan-Hsin Chang
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan; (C.-C.T.); (C.-H.C.); (T.Y.C.)
| | - Tin Yi Chu
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan; (C.-C.T.); (C.-H.C.); (T.Y.C.)
| | - Po-Chih Hsu
- Department of Dentistry, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan;
- Institute of Oral Medicine and Materials, College of Medicine, Tzu Chi University, Hualien 970, Taiwan
| | - Chan-Yen Kuo
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 231, Taiwan; (C.-C.T.); (C.-H.C.); (T.Y.C.)
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Gomes-Fernandes B, Trindade LM, de Castro Bastos Rodrigues M, Cardoso JPD, Lima FT, Rogerio L, de Vasconcelos Generoso S, Carneiro JG, da Silva RG, de Souza RP, De Marco L, Bastos-Rodrigues L. Association between KRAS mutation and alcohol consumption in Brazilian patients with colorectal cancer. Sci Rep 2024; 14:26445. [PMID: 39488539 PMCID: PMC11531595 DOI: 10.1038/s41598-024-75048-2] [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: 06/14/2024] [Accepted: 10/01/2024] [Indexed: 11/04/2024] Open
Abstract
Colorectal cancer (CRC) is a leading cause of morbidity and mortality worldwide. Detection before metastasis and efficient treatment of disease significantly improve patient survival and quality of life. However, limitations in diagnosis and postoperative surveillance are associated with low CRC detection and survival rates. Thus, this project aimed to evaluate the molecular profile of patients diagnosed with CRC, as molecular biomarkers constitute a new frontier for diagnosis, treatment and prognosis. Methods and Results: 42 patients were included in the study, predominantly male (59.5%), with a median age of 63 years (SD: 10.0; min: 41; max: 83). The majority of primary tumors were located in the rectum (38.1%), in the sigmoid (33.3%) and in the ascending (21.4%) colon. We evaluated the genes KRAS, NRAS, BRAF, EGFR and TP53 using Sanger sequencing. Somatic and germline mutations were found in the KRAS, EGFR and TP53 genes, with the most common somatic alteration being rs121913529 in KRAS. This variant was also strongly associated with alcoholism (p = 0.002). Furthermore, patients with somatic mutations in TP53 had significantly higher mortality compared to those with wild-type alleles (OR: 11.2; 95% CI 1.25-2.45). Conclusions: Our findings support a relationship between alcohol consumption and the rs121913529 mutation, which is classified as pathogenic for colorectal cancer. Thus, further studies investigating the link between alcohol consumption, colorectal carcinogenesis and tumor progression ought to be conducted.
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Affiliation(s)
- Bianca Gomes-Fernandes
- Centro de Tecnologia em Medicina Molecular - Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luísa Martins Trindade
- Departamento de Nutrição, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, 35010-177, Brazil
| | | | - João Pedro Duarte Cardoso
- Centro de Tecnologia em Medicina Molecular - Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Frederico Temponi Lima
- Centro de Tecnologia em Medicina Molecular - Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luíza Rogerio
- Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Juliana Garcia Carneiro
- Laboratório Personal - Diagnósticos de Precisão, Clínica Personal, Belo Horizonte, Minas Gerais, Brazil
| | - Rodrigo Gomes da Silva
- Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Renan Pedra de Souza
- Laboratório de Biologia Integrativa - Grupo de Pesquisa em Bioestatística e Epidemiologia Molecular, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luiz De Marco
- Centro de Tecnologia em Medicina Molecular - Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Departamento de Cirurgia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luciana Bastos-Rodrigues
- Centro de Tecnologia em Medicina Molecular - Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
- Departamento de Nutrição, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, 35010-177, Brazil.
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Loomans-Kropp HA. The utility of liquid biopsy-based methylation biomarkers for colorectal cancer detection. Front Oncol 2024; 14:1351514. [PMID: 38595823 PMCID: PMC11002156 DOI: 10.3389/fonc.2024.1351514] [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: 12/07/2023] [Accepted: 03/13/2024] [Indexed: 04/11/2024] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent cancers and the second leading cause of cancer-related deaths in the United States. It is also one of the few cancers with established screening guidelines, however these methods have significant patient burden (e.g., time, invasive). In recent years, the development of liquid biopsy-based screening methods for biomarker detection have emerged as alternatives to traditional screening. Methylation biomarkers are of particular interest, and these markers can be identified and measured on circulating tumor and cell-free DNA. This perspective summarizes the current state of CRC screening and the potential integration of DNA methylation markers into liquid biopsy-based techniques. Finally, I discuss limitations to these methods and strategies for improvement. The continued development and implementation of liquid biopsy-based cancer screening approaches may provide an acceptable alternative to individuals unwilling to be screened by traditional methods.
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Affiliation(s)
- Holli A. Loomans-Kropp
- Cancer Control Program, Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, The Ohio State University, Columbus, OH, United States
- Division of Cancer Prevention and Control, Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, United States
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Yang Y, Gao Z, Huang A, Shi J, Sun Z, Hong H, Gu J. Epidemiology and early screening strategies for colorectal cancer in China. Chin J Cancer Res 2023; 35:606-617. [PMID: 38204448 PMCID: PMC10774140 DOI: 10.21147/j.issn.1000-9604.2023.06.05] [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: 12/05/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
China ranks the first worldwide in the number of new colorectal cancer (CRC) cases and CRC-related deaths. The increasing incidence of early-onset CRC in recent years highlights the challenges related to CRC screening and prevention. High-quality colonoscopy is the universally used gold standard for CRC screening. Risk assessment combined with a two-step screening strategy based on colonoscopy and non-invasive examinations was proven to be highly effective. However, systematic use of well-established risk factors associated with CRC, beyond age, could better identify those who might harbor advanced colorectal neoplasia, improve the diagnostic yield of current screening modalities, and optimize the selection of individuals who might benefit most from preventive strategies. "Personalization" and "Standardization" are the future development directions of CRC screening, from the initiation of screening in those at high risk for CRC to follow-up after treatment, which are the key to ensure the screening efficiency.
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Affiliation(s)
- Yong Yang
- Department of Gastrointestinal Surgery, Peking University Shougang Hospital, Beijing 100144, China
| | - Zhaoya Gao
- Department of Gastrointestinal Surgery, Peking University Shougang Hospital, Beijing 100144, China
| | - An Huang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jingyi Shi
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Zhuang Sun
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Haopeng Hong
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jin Gu
- Department of Gastrointestinal Surgery, Peking University Shougang Hospital, Beijing 100144, China
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, China
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Candelli M, Franceschi F. New Advances in Gastroenterology: The Crucial Role of Molecular Medicine. Int J Mol Sci 2023; 24:14907. [PMID: 37834355 PMCID: PMC10573855 DOI: 10.3390/ijms241914907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/04/2023] [Indexed: 10/15/2023] Open
Abstract
The significant progress we have recently observed in the field of gastroenterology, both in the understanding of pathophysiological mechanisms and in the diagnosis and treatment of diseases, is closely related to the improvement and discovery of new biomolecular techniques [...].
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Affiliation(s)
- Marcello Candelli
- Department of Emergency, Anesthesiological and Reanimation Sciences, Fondazione Policlinico Universitario A. Gemelli–IRCCS, 000135 Rome, Italy;
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Fiorentino V, Pizzimenti C, Franchina M, Rossi ED, Tralongo P, Carlino A, Larocca LM, Martini M, Fadda G, Pierconti F. Bladder Epicheck Test: A Novel Tool to Support Urothelial Carcinoma Diagnosis in Urine Samples. Int J Mol Sci 2023; 24:12489. [PMID: 37569864 PMCID: PMC10420163 DOI: 10.3390/ijms241512489] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 08/01/2023] [Accepted: 08/04/2023] [Indexed: 08/13/2023] Open
Abstract
Bladder cancer and upper urothelial tract carcinoma are common diseases with a high risk of recurrence, thus necessitating follow-up after initial treatment. The management of non-muscle invasive bladder carcinoma (NMIBC) after transurethral resection involves surveillance, intravesical therapy, and cytology with cystoscopy. Urinary cytology, cystoscopy, and radiological evaluation of the upper urinary tract are recommended during follow-up in the international urological guidelines. Cystoscopy is the standard examination for the first assessment and follow-up of NMIBC, and urine cytology is a widely used urinary test with high sensitivity for high-grade urothelial carcinoma (HGUC) and carcinoma in situ (CIS). In recent years, various urinary assays, including DNA methylation markers, have been used to detect bladder tumors. Among these, the Bladder EpiCheck test is one of the most widely used and is based on analysis of the methylation profile of urothelial cells to detect bladder neoplasms. This review assesses the importance of methylation analysis and the Bladder EpiCheck test as urinary biomarkers for diagnosing urothelial carcinomas in patients in follow-up for NMIBC, helping cytology and cystoscopy in doubtful cases. A combined approach of cytology and methylation analysis is suggested not only to diagnose HGUC, but also to predict clinical and histological recurrences.
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Affiliation(s)
- Vincenzo Fiorentino
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Cristina Pizzimenti
- PhD Programme in Translational Molecular Medicine and Surgery, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, 98125 Messina, Italy;
| | - Mariausilia Franchina
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Esther Diana Rossi
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
| | - Pietro Tralongo
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
| | - Angela Carlino
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
| | - Luigi Maria Larocca
- Department of Medicine and Surgery, Saint Camillus International University of Health and Medical Sciences (UniCamillus), 00131 Rome, Italy;
| | - Maurizio Martini
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Guido Fadda
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Francesco Pierconti
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
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