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Souza da Silva R, Pina MJ, Cirnes L, Gouveia L, Albergaria A, Schmitt F. Comprehensive Genomic Studies on the Cell Blocks of Pancreatic Cancer. Diagnostics (Basel) 2024; 14:906. [PMID: 38732320 PMCID: PMC11083533 DOI: 10.3390/diagnostics14090906] [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: 03/21/2024] [Revised: 04/15/2024] [Accepted: 04/20/2024] [Indexed: 05/13/2024] Open
Abstract
Pancreatic cancer is one of the deadliest malignancies, characterized by late-stage diagnosis and limited treatment options. Comprehensive genomic profiling plays an important role in understanding the molecular mechanisms underlying the disease and identifying potential therapeutic targets. Cell blocks (CBs), derived from EUS-FNA, have become valuable resources for diagnosis and genomic analysis. We examine the molecular profile of pancreatic ductal adenocarcinoma (PDAC) using specimens obtained from CB EUS-FNA, across a large gene panel, within the framework of next-generation sequencing (NGS). Our findings revealed that over half (55%) of PDAC CB cases provided adequate nucleic acid for next-generation sequencing, with tumor cell percentages averaging above 30%. Despite challenges such as low DNA quantification and degraded DNA, sequencing reads showed satisfactory quality control statistics, demonstrating the detection of genomic alterations. Most cases (84.6%) harbored at least one gene variant, including clinically significant gene mutation variants such as KRAS, TP53, and CDKN2A. Even at minimal concentrations, as long as the extracted DNA is of high quality, performing comprehensive molecular profiling on PDAC samples from cell blocks has remained feasible. This strategy has yielded valuable information about the diagnosis, genetic landscape, and potential therapeutic targets, aligning closely with a precision cytopathology approach.
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Affiliation(s)
- Ricella Souza da Silva
- IPATIMUP Diagnostics, IPATIMUP—Institute of Molecular Pathology and Immunology of Porto University, 4200-135 Porto, Portugal; (R.S.d.S.)
| | - Maria João Pina
- IPATIMUP Diagnostics, IPATIMUP—Institute of Molecular Pathology and Immunology of Porto University, 4200-135 Porto, Portugal; (R.S.d.S.)
| | - Luís Cirnes
- IPATIMUP Diagnostics, IPATIMUP—Institute of Molecular Pathology and Immunology of Porto University, 4200-135 Porto, Portugal; (R.S.d.S.)
| | - Luís Gouveia
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
| | - André Albergaria
- IPATIMUP Diagnostics, IPATIMUP—Institute of Molecular Pathology and Immunology of Porto University, 4200-135 Porto, Portugal; (R.S.d.S.)
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
- I3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal
| | - Fernando Schmitt
- IPATIMUP Diagnostics, IPATIMUP—Institute of Molecular Pathology and Immunology of Porto University, 4200-135 Porto, Portugal; (R.S.d.S.)
- Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
- CINTESIS@RISE (Health Research Network), Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
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Maloney S, Clarke SJ, Sahni S, Hudson A, Colvin E, Mittal A, Samra J, Pavlakis N. The role of diagnostic, prognostic, and predictive biomarkers in the management of early pancreatic cancer. J Cancer Res Clin Oncol 2023; 149:13437-13450. [PMID: 37460806 PMCID: PMC10587199 DOI: 10.1007/s00432-023-05149-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 07/09/2023] [Indexed: 10/20/2023]
Abstract
Despite modern advances in cancer medicine, pancreatic cancer survival remains unchanged at just 12%. For the small proportion of patients diagnosed with 'early' (upfront or borderline resectable) disease, recurrences are common, and many recur soon after surgery. Whilst chemotherapy has been shown to increase survival in this cohort, the morbidity of surgery renders many candidates unsuitable for adjuvant treatment. Due to this, and the success of upfront chemotherapy in the advanced setting, use of neoadjuvant chemotherapy has been introduced in patients with upfront or borderline resectable disease. Randomized controlled trials have been conducted to compare upfront surgery to neoadjuvant chemotherapy in this patient cohort, opinions on the ideal upfront treatment approach are divided. This lack of consensus has highlighted the need for biomarkers to assist in clinical decision making. This review analyses the potential diagnostic, prognostic and predictive biomarkers that may assist in the diagnosis and management of early (upfront and borderline resectable) pancreatic cancer.
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Affiliation(s)
- Sarah Maloney
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia.
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia.
- Department of Medical Oncology, Royal North Shore Hospital, St. Leonards, Sydney, NSW, 2065, Australia.
| | - Stephen J Clarke
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
- Department of Medical Oncology, Royal North Shore Hospital, St. Leonards, Sydney, NSW, 2065, Australia
| | - Sumit Sahni
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
| | - Amanda Hudson
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
| | - Emily Colvin
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
| | - Anubhav Mittal
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, St. Leonards, Sydney, NSW, 2065, Australia
| | - Jaswinder Samra
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, St. Leonards, Sydney, NSW, 2065, Australia
| | - Nick Pavlakis
- Faculty of Medicine and Health Sciences, Northern Clinical School, The University of Sydney, Sydney, 2065, Australia
- Bill Walsh Translational Cancer Research Laboratory, Kolling Institute, The University of Sydney, Sydney, 2065, Australia
- Department of Medical Oncology, Royal North Shore Hospital, St. Leonards, Sydney, NSW, 2065, Australia
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Elebo N, Abdel-Shafy EA, Cacciatore S, Nweke EE. Exploiting the molecular subtypes and genetic landscape in pancreatic cancer: the quest to find effective drugs. Front Genet 2023; 14:1170571. [PMID: 37790705 PMCID: PMC10544984 DOI: 10.3389/fgene.2023.1170571] [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: 02/21/2023] [Accepted: 08/29/2023] [Indexed: 10/05/2023] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) is a very lethal disease that typically presents at an advanced stage and is non-compliant with most treatments. Recent technologies have helped delineate associated molecular subtypes and genetic variations yielding important insights into the pathophysiology of this disease and having implications for the identification of new therapeutic targets. Drug repurposing has been evaluated as a new paradigm in oncology to accelerate the application of approved or failed target-specific molecules for the treatment of cancer patients. This review focuses on the impact of molecular subtypes on key genomic alterations in PDAC, and the progress made thus far. Importantly, these alterations are discussed in light of the potential role of drug repurposing in PDAC.
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Affiliation(s)
- Nnenna Elebo
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Cape Town, South Africa
| | - Ebtesam A. Abdel-Shafy
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Cape Town, South Africa
- National Research Centre, Cairo, Egypt
| | - Stefano Cacciatore
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Cape Town, South Africa
| | - Ekene Emmanuel Nweke
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
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Kasai T, Tamori S, Takasaki Y, Matsuoka I, Ozaki A, Matsuda C, Harada Y, Sasaki K, Ohno S, Akimoto K. High expression of PKCλ and ALDH1A3 indicates a poor prognosis, and PKCλ is required for the asymmetric cell division of ALDH1A3-positive cancer stem cells in PDAC. Biochem Biophys Res Commun 2023; 669:85-94. [PMID: 37267864 DOI: 10.1016/j.bbrc.2023.05.086] [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: 05/09/2023] [Revised: 05/19/2023] [Accepted: 05/22/2023] [Indexed: 06/04/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the cancer with the poorest prognosis. One of the major properties reflecting its poor prognosis is high-grade heterogeneity, which leads to insensitivity to anticancer treatments. Cancer stem cells (CSCs) acquire phenotypic heterogeneity, generating abnormally differentiated cells by asymmetric cell division. However, the detailed mechanism leading to phenotypic heterogeneity is largely unknown. Here, we showed that PDAC patients with co-upregulation of PKCλ and ALDH1A3 had the poorest clinical outcome. PKCλ knockdown by DsiRNA in the ALDH1high population of PDAC MIA-PaCa-2 cells attenuated the asymmetric distribution of the ALDH1A3 protein. To monitor asymmetric cell division of ALDH1A3-positive PDAC CSCs, we established stable Panc-1 PDAC clones expressing ALDH1A3-turboGFP (Panc-1-ALDH1A3-turboGFP cells). In addition to MIA-PaCa-2-ALDH1high cells, turboGFPhigh cells sorted from Panc-1-ALDH1A3-turboGFP cells showed asymmetric cell propagation of ALDH1A3 protein. PKCλ DsiRNA in Panc-1-ALDH1A3-turboGFP cells also attenuated the asymmetric distribution of ALDH1A3 protein. These results suggest that PKCλ regulates the asymmetric cell division of ALDH1A3-positive PDAC CSCs. Furthermore, Panc-1-ALDH1A3-turboGFP cells can be useful for the visualization and monitoring of CSC properties such as asymmetric cell division of ALDH1A3-positive PDAC CSCs in time-lapse imaging.
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Affiliation(s)
- Takahiro Kasai
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan
| | - Shoma Tamori
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan; Research Division of Medical Data Science, Research Institute for Science and Technology, Tokyo University of Science, Chiba, Japan
| | - Yuta Takasaki
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan
| | - Izumi Matsuoka
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan
| | - Ayaka Ozaki
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan
| | - Chika Matsuda
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan
| | - Yohsuke Harada
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan
| | - Kazunori Sasaki
- Laboratory of Cancer Biology, Institute for Diseases of Old Age, Juntendo University School of Medicine, Tokyo, Japan
| | - Shigeo Ohno
- Laboratory of Cancer Biology, Institute for Diseases of Old Age, Juntendo University School of Medicine, Tokyo, Japan
| | - Kazunori Akimoto
- Department of Medicinal and Life Sciences, Faculty of Pharmaceutical Sciences, Tokyo University of Science, Chiba, Japan; Research Division of Medical Data Science, Research Institute for Science and Technology, Tokyo University of Science, Chiba, Japan.
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NGS-based targeted gene mutational profiles in Korean patients with pancreatic cancer. Sci Rep 2022; 12:20937. [PMID: 36463295 PMCID: PMC9719465 DOI: 10.1038/s41598-022-24732-2] [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: 12/28/2021] [Accepted: 11/18/2022] [Indexed: 12/07/2022] Open
Abstract
According to molecular profiling studies, a considerable number of patients with pancreatic cancer harbor potentially actionable mutations. However, there are limited relevant data from the Korean population. We assessed the molecular profiles of patients with pancreatic cancer in Korea. This study collected molecular profiling data from patients with pancreatic cancer who visited Seoul National University Bundang Hospital between March 2018 and August 2020. Formalin-fixed, paraffin-embedded tumor specimens were sequenced using a targeted next-generation sequencing (NGS) platform. Cancer-associated mutations were analyzed, and potentially actionable mutations were identified. Potentially actionable mutations were classified into "highly actionable" and "modifies options" based on the Know Your Tumor registry study. In total, 87 patients with NGS tumor panel data were identified. Sixty-one patients (70.1%) had metastatic disease at the time of tissue acquisition. Tissues were obtained from the primary tumors and metastatic sites in 41 (47.1%) and 46 (52.9%) patients, respectively. At least one pathogenic mutation was reported in 86 patients (98.9%). The frequencies of four common mutations in our cohort were similar to those in The Cancer Genome Atlas data. Potentially actionable mutations were identified in 27 patients (31.0%). Of these, mutations categorized as highly actionable and modifies options were identified in 12 (13.8%) and 18 patients (20.7%), respectively. The most frequent highly actionable mutations were located in DNA damage response genes, such as BRCA1, BRCA2, or ATM (n = 6, 6.9%). Two patients with germline BRCA1 mutations received maintenance poly(adenosine diphosphate-ribose) polymerase inhibitor therapy. One patient has been receiving maintenance treatment for 18 months while remaining in radiologically complete remission. Mutational profiles using targeted NGS in Korean patients with pancreatic cancer were similar to those in Western patients. The present study supports the clinical potential and possible expanded clinical use of genetic profiling.
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Impact of Microscopic Confirmation on Therapeutic Management of Pancreatic Cancer Patients: Lessons from an Italian Regional Tumor Registry. Cancers (Basel) 2022; 14:cancers14215372. [PMID: 36358790 PMCID: PMC9658973 DOI: 10.3390/cancers14215372] [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: 09/09/2022] [Revised: 10/28/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022] Open
Abstract
Background: Incidence of pancreatic cancer (PC) is increasing worldwide and is set to become the second leading cause of cancer-related death in 2040 with a poor 5-year overall survival (OS). The aim of this study was to analyze the impact of microscopic diagnosis of PC (MiDPC) on diagnostic−therapeutic management and outcome. Methods: The Veneto region (north-eastern Italy) has been covered by a cancer registry (CR) since 1987. Clinical and oncological data about all cases of PC in the Veneto region from 1987 were extracted from the Veneto CR database. Results: In 2018, 1340 incident cases of PC in the Veneto population were registered (4.1% of all malignant tumors), with an increasing trend in females and stable incidence in males. Five-year OS in patients with PC was 8%. The percentage of MiDPC increased from 44% in 2010 to 60% in 2018 (p = 0.001). MiDPC was higher among patients aged < 75 years old (84.4%) compared to those aged ≥75 years old (38.9%), p = 0.001. Between 2010 and 2018, a significant increase in biopsy on the primary neoplasm (24.9% vs. 13%, p < 0.001) was reported. Patients with MiDPC had higher 5-year survival than patients with no MiDPC (12.9% vs. 1.2%, p < 0.001). Conclusions: The implementation of MiDPC was essential to improve diagnostic−therapeutic pathways and consequently the survival of PC patients.
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Xu ZH, Wang WQ, Liu L, Lou WH. A special subtype: Revealing the potential intervention and great value of KRAS wildtype pancreatic cancer. Biochim Biophys Acta Rev Cancer 2022; 1877:188751. [PMID: 35732240 DOI: 10.1016/j.bbcan.2022.188751] [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: 03/30/2022] [Revised: 06/11/2022] [Accepted: 06/13/2022] [Indexed: 11/22/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the predominant form of pancreatic cancer and has devastating consequences on affected families and society. Its dismal prognosis is attributed to poor specificity of symptoms during early stages. It is widely believed that PDAC patients with the wildtype (WT) KRAS gene benefit more from currently available treatments than those with KRAS mutations. The oncogenic genetic changes alternations generally found in KRAS wildtype PDAC are related to either the KRAS pathway or microsatellite instability/mismatch repair deficiency (MSI/dMMR), which enable the application of tailored treatments based on each patient's genetic characteristics. This review focuses on targeted therapies against alternative tumour mechanisms in KRAS WT PDAC.
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Affiliation(s)
- Zhi-Hang Xu
- Department of Pancreatic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wen-Quan Wang
- Department of Pancreatic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Liang Liu
- Department of Pancreatic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
| | - Wen-Hui Lou
- Department of Pancreatic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
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Inman KS, Liu Y, Scotti Buzhardt ML, Leitges M, Krishna M, Crawford HC, Fields AP, Murray NR. Prkci Regulates Autophagy and Pancreatic Tumorigenesis in Mice. Cancers (Basel) 2022; 14:cancers14030796. [PMID: 35159064 PMCID: PMC8834021 DOI: 10.3390/cancers14030796] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 01/26/2022] [Accepted: 02/01/2022] [Indexed: 12/14/2022] Open
Abstract
Protein kinase C iota (PKCι) functions as a bonafide human oncogene in lung and ovarian cancer and is required for KrasG12D-mediated lung cancer initiation and progression. PKCι expression is required for pancreatic cancer cell growth and maintenance of the transformed phenotype; however, nothing is known about the role of PKCι in pancreas development or pancreatic tumorigenesis. In this study, we investigated the effect of pancreas-specific ablation of PKCι expression on pancreatic cellular homeostasis, susceptibility to pancreatitis, and KrasG12D-mediated pancreatic cancer development. Knockout of pancreatic Prkci significantly increased pancreatic immune cell infiltration, acinar cell DNA damage, and apoptosis, but reduced sensitivity to caerulein-induced pancreatitis. Prkci-ablated pancreatic acinar cells exhibited P62 aggregation and a loss of autophagic vesicles. Loss of pancreatic Prkci promoted KrasG12D-mediated pancreatic intraepithelial neoplasia formation but blocked progression to adenocarcinoma, consistent with disruption of autophagy. Our results reveal a novel promotive role for PKCι in pancreatic epithelial cell autophagy and pancreatic cancer progression.
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Affiliation(s)
- Kristin S. Inman
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA; (K.S.I.); (Y.L.); (M.L.S.B.); (H.C.C.); (A.P.F.)
- Environmental Health Perspectives/National Institute of Environmental Health Sciences, Durham, NC 27709, USA
| | - Yi Liu
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA; (K.S.I.); (Y.L.); (M.L.S.B.); (H.C.C.); (A.P.F.)
| | - Michele L. Scotti Buzhardt
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA; (K.S.I.); (Y.L.); (M.L.S.B.); (H.C.C.); (A.P.F.)
- Neogenomics Laboratories, Clinical Division, Charlotte, NC 28104, USA
| | - Michael Leitges
- Department of BioMedical Sciences, Faculty of Medicine, Memorial University, St. John’s, NL A1M 2V7, Canada;
| | - Murli Krishna
- Department of Pathology/Lab Medicine, Mayo Clinic, Jacksonville, FL 32224, USA;
| | - Howard C. Crawford
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA; (K.S.I.); (Y.L.); (M.L.S.B.); (H.C.C.); (A.P.F.)
- Department of Surgery, Henry Ford Pancreatic Cancer Center, Detroit, MI 48202, USA
| | - Alan P. Fields
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA; (K.S.I.); (Y.L.); (M.L.S.B.); (H.C.C.); (A.P.F.)
| | - Nicole R. Murray
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA; (K.S.I.); (Y.L.); (M.L.S.B.); (H.C.C.); (A.P.F.)
- Correspondence: ; Tel.: +1-90-4953-6108
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Bim LV, Carneiro TNR, Buzatto VC, Colozza-Gama GA, Koyama FC, Thomaz DMD, de Jesus Paniza AC, Lee EA, Galante PAF, Cerutti JM. Molecular Signature Expands the Landscape of Driver Negative Thyroid Cancers. Cancers (Basel) 2021; 13:5184. [PMID: 34680332 PMCID: PMC8534197 DOI: 10.3390/cancers13205184] [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] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 10/12/2021] [Indexed: 12/04/2022] Open
Abstract
Thyroid cancer is the most common endocrine malignancy. However, the cytological diagnosis of follicular thyroid carcinoma (FTC), Hürthle cell carcinoma (HCC), and follicular variant of papillary thyroid carcinoma (FVPTC) and their benign counterparts is a challenge for preoperative diagnosis. Nearly 20-30% of biopsied thyroid nodules are classified as having indeterminate risk of malignancy and incur costs to the health care system. Based on that, 120 patients were screened for the main driver mutations previously described in thyroid cancer. Subsequently, 14 mutation-negative cases that are the main source of diagnostic errors (FTC, HCC, or FVPTC) underwent RNA-Sequencing analysis. Somatic variants in candidate driver genes (ECD, NUP98,LRP1B, NCOR1, ATM, SOS1, and SPOP) and fusions were described. NCOR1 and SPOP variants underwent validation. Moreover, expression profiling of driver-negative samples was compared to 16 BRAF V600E, RAS, or PAX8-PPARg positive samples. Negative samples were separated in two clusters, following the expression pattern of the RAS/PAX8-PPARg or BRAF V600E positive samples. Both negative groups showed distinct BRS, ERK, and TDS scores, tumor mutation burden, signaling pathways and immune cell profile. Altogether, here we report novel gene variants and describe cancer-related pathways that might impact preoperative diagnosis and provide insights into thyroid tumor biology.
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Affiliation(s)
- Larissa Valdemarin Bim
- Genetic Bases of Thyroid Tumors Laboratory, Division of Genetics, Department of Morphology and Genetics, Escola Paulista de Medicina, Universidade Federal de São Paulo, Pedro de Toledo 669, 11 Andar, São Paulo 04039-032, SP, Brazil; (L.V.B.); (T.N.R.C.); (G.A.C.-G.); (D.M.D.T.); (A.C.d.J.P.)
| | - Thaise Nayane Ribeiro Carneiro
- Genetic Bases of Thyroid Tumors Laboratory, Division of Genetics, Department of Morphology and Genetics, Escola Paulista de Medicina, Universidade Federal de São Paulo, Pedro de Toledo 669, 11 Andar, São Paulo 04039-032, SP, Brazil; (L.V.B.); (T.N.R.C.); (G.A.C.-G.); (D.M.D.T.); (A.C.d.J.P.)
| | - Vanessa Candiotti Buzatto
- Centro de Oncologia Molecular, Hospital Sírio-Libanês, Rua Professor Daher Cutait 69, Bela Vista, São Paulo 01308-060, SP, Brazil; (V.C.B.); (F.C.K.); (P.A.F.G.)
| | - Gabriel Avelar Colozza-Gama
- Genetic Bases of Thyroid Tumors Laboratory, Division of Genetics, Department of Morphology and Genetics, Escola Paulista de Medicina, Universidade Federal de São Paulo, Pedro de Toledo 669, 11 Andar, São Paulo 04039-032, SP, Brazil; (L.V.B.); (T.N.R.C.); (G.A.C.-G.); (D.M.D.T.); (A.C.d.J.P.)
| | - Fernanda C. Koyama
- Centro de Oncologia Molecular, Hospital Sírio-Libanês, Rua Professor Daher Cutait 69, Bela Vista, São Paulo 01308-060, SP, Brazil; (V.C.B.); (F.C.K.); (P.A.F.G.)
| | - Debora Mota Dias Thomaz
- Genetic Bases of Thyroid Tumors Laboratory, Division of Genetics, Department of Morphology and Genetics, Escola Paulista de Medicina, Universidade Federal de São Paulo, Pedro de Toledo 669, 11 Andar, São Paulo 04039-032, SP, Brazil; (L.V.B.); (T.N.R.C.); (G.A.C.-G.); (D.M.D.T.); (A.C.d.J.P.)
| | - Ana Carolina de Jesus Paniza
- Genetic Bases of Thyroid Tumors Laboratory, Division of Genetics, Department of Morphology and Genetics, Escola Paulista de Medicina, Universidade Federal de São Paulo, Pedro de Toledo 669, 11 Andar, São Paulo 04039-032, SP, Brazil; (L.V.B.); (T.N.R.C.); (G.A.C.-G.); (D.M.D.T.); (A.C.d.J.P.)
| | - Eunjung Alice Lee
- Division of Genetics and Genomics, Boston Children’s Hospital and Harvard Medical School, 3 Blackfan Circle, Boston, MA 02115, USA;
| | - Pedro Alexandre Favoretto Galante
- Centro de Oncologia Molecular, Hospital Sírio-Libanês, Rua Professor Daher Cutait 69, Bela Vista, São Paulo 01308-060, SP, Brazil; (V.C.B.); (F.C.K.); (P.A.F.G.)
| | - Janete Maria Cerutti
- Genetic Bases of Thyroid Tumors Laboratory, Division of Genetics, Department of Morphology and Genetics, Escola Paulista de Medicina, Universidade Federal de São Paulo, Pedro de Toledo 669, 11 Andar, São Paulo 04039-032, SP, Brazil; (L.V.B.); (T.N.R.C.); (G.A.C.-G.); (D.M.D.T.); (A.C.d.J.P.)
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