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Chen J, Meng Y, Huang X, Liao X, Tang X, Xu Y, Li J. Potential effective diagnostic biomarker in patients with primary and metastatic small intestinal neuroendocrine tumors. Front Genet 2023; 14:1110396. [PMID: 37091799 PMCID: PMC10119396 DOI: 10.3389/fgene.2023.1110396] [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: 11/28/2022] [Accepted: 03/28/2023] [Indexed: 04/25/2023] Open
Abstract
Background: Small intestinal neuroendocrine tumors (SI-NETs) are the most common malignant tumors of the small intestine, with many patients presenting with metastases and their incidence increasing. We aimed to find effective diagnostic biomarkers for patients with primary and metastatic SI-NETs that could be applied for clinical diagnosis. Methods: We downloaded GSE65286 (training set) and GSE98894 (test set) from the GEO database and performed differential gene expression analysis to obtain differentially expressed genes (DEGs) and differentially expressed long non-coding RNAs (DElncRNAs). The functions and pathways involved in these genes were further explored by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. In addition, a global regulatory network involving dysregulated genes in SI-NETs was constructed based on RNAInter and TRRUST v2 databases, and the diagnostic power of hub genes was identified by receiver operating characteristic curve (ROC). Results: A total of 2,969 DEGs and DElncRNAs were obtained in the training set. Enrichment analysis revealed that biological processes (BPs) and KEGG pathways were mainly associated with cancer. Based on gene set enrichment analysis (GSEA), we obtained five BPs (cytokinesis, iron ion homeostasis, mucopolysaccharide metabolic process, platelet degranulation and triglyceride metabolic process) and one KEGG pathway (ppar signaling pathway). In addition, the core set of dysregulated genes obtained included MYL9, ITGV8, FGF2, FZD7, and FLNC. The hub genes were upregulated in patients with primary SI-NETs compared to patients with metastatic SI-NETs, which is consistent with the training set. Significantly, the results of ROC analysis showed that the diagnostic power of the hub genes was strong in both the training and test sets. Conclusion: In summary, we constructed a global regulatory network in SI-NETs. In addition, we obtained the hub genes including MYL9, ITGV8, FGF2, FZD7, and FLNC, which may be useful for the diagnosis of patients with primary and metastatic SI-NETs.
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Pinto PI, Anjos L, Estêvão MD, Santos S, Santa C, Manadas B, Monsinjon T, Canário AVM, Power DM. Proteomics of sea bass skin-scales exposed to the emerging pollutant fluoxetine compared to estradiol. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 814:152671. [PMID: 34968595 DOI: 10.1016/j.scitotenv.2021.152671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 12/20/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
Abstract
Teleost fish skin-scales are essential for protection and homeostasis and the largest tissue in direct contact with the environment, but their potential as early indicators of pollutant exposure are hampered by limited knowledge about this model. This study evaluated multi-level impacts of in vivo exposure of European sea bass to fluoxetine (FLX, a selective serotonin-reuptake inhibitor and an emerging pollutant) and 17β-estradiol (E2, a natural hormone and representative of diverse estrogenic endocrine-disrupting pollutants). Exposed fish had significantly increased circulating levels of FLX and its active metabolite nor-FLX that, in contrast to E2, did not have estrogenic effects on most fish plasma and scale indicators. Quantitative proteomics using SWATH-MS identified 985 proteins in the scale total proteome. 213 proteins were significantly modified 5 days after exposure to E2 or FLX and 31 were common to both treatments and responded in the same way. Common biological processes significantly affected by both treatments were protein turnover and cytoskeleton reorganization. E2 specifically up-regulated proteins related to protein production and degradation and down-regulated the cytoskeleton/extracellular matrix and innate immune proteins. FLX caused both up- and down-regulation of protein synthesis and energy metabolism. Multiple estrogen and serotonin receptor and transporter transcripts were altered in sea bass scales after E2 and/or FLX exposure, revealing complex disruptive effects in estrogen/serotonin responsiveness, which may account for the partially overlapping effects of E2 and FLX on the proteome. A large number (103) of FLX-specifically regulated proteins indicated numerous actions independent of estrogen signalling. This study provides the first quantitative proteome of the fish skin-scale barrier, elucidates routes of action and biochemical and molecular signatures of E2 or FLX-exposure and identifies potential physiological consequences and candidate biomarkers of pollutant exposure, for monitoring and risk assessment.
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Affiliation(s)
- Patricia I Pinto
- CCMAR - Centro de Ciências do Mar (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal.
| | - L Anjos
- CCMAR - Centro de Ciências do Mar (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal
| | - M D Estêvão
- CCMAR - Centro de Ciências do Mar (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal; Escola Superior de Saúde da Universidade do Algarve, Campus de Gambelas, 8005-139 Faro, Portugal
| | - S Santos
- CCMAR - Centro de Ciências do Mar (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal
| | - C Santa
- CNC - Center for Neuroscience and Cell Biology, Universidade de Coimbra, 3004-517 Coimbra, Portugal; Institute for Interdisciplinary Research (IIIUC), Universidade de Coimbra, 3004-517 Coimbra, Portugal
| | - B Manadas
- CNC - Center for Neuroscience and Cell Biology, Universidade de Coimbra, 3004-517 Coimbra, Portugal; Institute for Interdisciplinary Research (IIIUC), Universidade de Coimbra, 3004-517 Coimbra, Portugal
| | - T Monsinjon
- Normandy University, Environmental Stress and Aquatic Biomonitoring (SEBIO), Université Le Havre Normandie, 76600 Le Havre, France
| | - Adelino V M Canário
- CCMAR - Centro de Ciências do Mar (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal
| | - D M Power
- CCMAR - Centro de Ciências do Mar (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal.
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Coelho AC, Pires R, Schütz G, Santa C, Manadas B, Pinto P. Disclosing proteins in the leaves of cork oak plants associated with the immune response to Phytophthora cinnamomi inoculation in the roots: A long-term proteomics approach. PLoS One 2021; 16:e0245148. [PMID: 33481834 PMCID: PMC7822296 DOI: 10.1371/journal.pone.0245148] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/22/2020] [Indexed: 02/06/2023] Open
Abstract
The pathological interaction between oak trees and Phytophthora cinnamomi has implications in the cork oak decline observed over the last decades in the Iberian Peninsula. During host colonization, the phytopathogen secretes effector molecules like elicitins to increase disease effectiveness. The objective of this study was to unravel the proteome changes associated with the cork oak immune response triggered by P. cinnamomi inoculation in a long-term assay, through SWATH-MS quantitative proteomics performed in the oak leaves. Using the Arabidopis proteome database as a reference, 424 proteins were confidently quantified in cork oak leaves, of which 80 proteins showed a p-value below 0.05 or a fold-change greater than 2 or less than 0.5 in their levels between inoculated and control samples being considered as altered. The inoculation of cork oak roots with P. cinnamomi increased the levels of proteins associated with protein-DNA complex assembly, lipid oxidation, response to endoplasmic reticulum stress, and pyridine-containing compound metabolic process in the leaves. In opposition, several proteins associated with cellular metabolic compound salvage and monosaccharide catabolic process had significantly decreased abundances. The most significant abundance variations were observed for the Ribulose 1,5-Bisphosphate Carboxylase small subunit (RBCS1A), Heat Shock protein 90–1 (Hsp90-1), Lipoxygenase 2 (LOX2) and Histone superfamily protein H3.3 (A8MRLO/At4G40030) revealing a pertinent role for these proteins in the host-pathogen interaction mechanism. This work represents the first SWATH-MS analysis performed in cork oak plants inoculated with P. cinnamomi and highlights host proteins that have a relevant action in the homeostatic states that emerge from the interaction between the oomycete and the host in the long term and in a distal organ.
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Affiliation(s)
- Ana Cristina Coelho
- Center for Electronic, Optoelectronic and Telecommunications (CEOT), University of Algarve, Faro, Portugal
- Escola Superior de Educação e Comunicação (ESEC), University of Algarve, Faro, Portugal
- * E-mail:
| | - Rosa Pires
- Center for Electronic, Optoelectronic and Telecommunications (CEOT), University of Algarve, Faro, Portugal
| | - Gabriela Schütz
- Center for Electronic, Optoelectronic and Telecommunications (CEOT), University of Algarve, Faro, Portugal
- Instituto Superior de Engenharia, University of Algarve, Faro, Portugal
| | - Cátia Santa
- CNC—Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
- Institute for Interdisciplinary Research (IIIUC), University of Coimbra, Coimbra, Portugal
| | - Bruno Manadas
- CNC—Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Patrícia Pinto
- Center for Marine Sciences (CCMAR), University of Algarve, Faro, Portugal
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Pinto PIS, Andrade AR, Moreira C, Zapater C, Thorne MAS, Santos S, Estêvão MD, Gomez A, Canario AVM, Power DM. Genistein and estradiol have common and specific impacts on the sea bass (Dicentrarchus labrax) skin-scale barrier. J Steroid Biochem Mol Biol 2019; 195:105448. [PMID: 31421232 DOI: 10.1016/j.jsbmb.2019.105448] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 08/05/2019] [Accepted: 08/13/2019] [Indexed: 10/26/2022]
Abstract
Teleost fish scales play important roles in animal protection and homeostasis. They can be targeted by endogenous estrogens and by environmental estrogenic endocrine disruptors. The phytoestrogen genistein is ubiquitous in the environment and in aquaculture feeds and is a disruptor of estrogenic processes in vertebrates. To test genistein disrupting actions in teleost fish we used a minimally invasive approach by analysing scales plucked from the skin of sea bass (Dicentrarchus labrax). Genistein transactivated all three fish nuclear estrogen receptors and was most potent with the Esr2, had the highest efficacy with Esr1, but reached, in all cases, transactivation levels lower than those of estradiol. RNA-seq revealed 254 responsive genes in the sea bass scales transcriptome with an FDR < 0.05 and more than 2-fold change in expression, 1 or 5 days after acute exposure to estradiol or to genistein. 65 genes were specifically responsive to estradiol and 106 by genistein while 83 genes were responsive to both compounds. Estradiol specifically regulated genes of protein/matrix turnover and genistein affected sterol biosynthesis and regeneration, while innate immune responses were affected by both compounds. This comprehensive study revealed the impact on the fish scale transcriptome of estradiol and genistein, providing a solid background to further develop fish scales as a practical screening tool for endocrine disrupting chemicals in teleosts.
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Affiliation(s)
- Patricia I S Pinto
- CCMAR - Centro de Ciencias do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, Edifício 7, 8005-139 Faro, Portugal.
| | - André R Andrade
- CCMAR - Centro de Ciencias do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, Edifício 7, 8005-139 Faro, Portugal.
| | - Catarina Moreira
- Normandy University, FR CNRS 3730 SCALE, UMR-I 02 INERIS-URCA-ULH Environmental Stress and Aquatic Biomonitoring (SEBIO), Université Le Havre Normandie, F-76600 Le Havre, France.
| | - Cinta Zapater
- IATS - Instituto de Acuicultura Torre la Sal, Ribera de Cabanes, 12595 Castellón, Spain.
| | - Michael A S Thorne
- British Antarctic Survey (BAS), High Cross, Madingley Road, Cambridge, CB3 0ET, UK.
| | - Soraia Santos
- CCMAR - Centro de Ciencias do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, Edifício 7, 8005-139 Faro, Portugal.
| | - M Dulce Estêvão
- CCMAR - Centro de Ciencias do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, Edifício 7, 8005-139 Faro, Portugal; Escola Superior de Saúde, Universidade do Algarve, Campus de Gambelas, Edifício 1, 8005-139 Faro, Portugal.
| | - Ana Gomez
- IATS - Instituto de Acuicultura Torre la Sal, Ribera de Cabanes, 12595 Castellón, Spain.
| | - Adelino V M Canario
- CCMAR - Centro de Ciencias do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, Edifício 7, 8005-139 Faro, Portugal.
| | - Deborah M Power
- CCMAR - Centro de Ciencias do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, Edifício 7, 8005-139 Faro, Portugal.
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