Departamento de Genética Humana
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- Alternative Splicing at the Crossroad of Inflammatory Bowel Diseases and Colitis-Associated Colon CancerPublication . Matos, Paulo; Jordan, PeterSimple Summary: Patients with ulcerative colitis (UC) face a higher risk of developing colorectal cancer (CRC) due to chronic inflammation, a known promoter of tumour growth. Here, we review the molecular differences between colitis-associated cancer (CAC) and sporadic CRC, with a focus on “alternative splicing”, a mechanism by which the same gene can produce various protein forms. We explore how inflammation triggers changes in this process, increasing cancer risk for UC patients. The revised data emphasize that additional research into these molecular changes could help identify new biomarkers (molecules that indicate disease progression) and pave the way for innovative treatments targeting these alterations. Such advances would improve outcomes and quality of life for patients while contributing to cancer prevention and care.
- Analysis and evaluation of genotoxicity and carcinogenicity assessment in EU legislation to improve regulatory implementation of NAMs: A focus on in silico approachesPublication . Bossa, Cecília; Raitano, Giuseppa; Benfenati, Emilio; Alivernini, Silvia; Andreoli, Cristina; Aquilina, G.; Attias, L.; Dusinska, Maria; El Yamani, N.; Louro, Henriqueta; Marcon, Francesca; Rundèn-Pran, E.; Russo, Maria Teresa; Silva, Maria João; Battistelli, Chiara LauraGenotoxicity and carcinogenicity are key endpoints for the risk assessment of all types of substances. Research on alternatives to animal testing for these endpoints has been active for decades, leading to the development of short-term in vitro tests that are integrated into current testing strategies. Nevertheless, high relevance is still devoted to data from in vivo studies. In parallel, progress in the comprehension of mechanisms underpinning genotoxicity and genotoxic carcinogenicity processes, together with the analysis of the great wealth of experimental data produced, allowed the discovery of structural determinants utilized in quantitative and qualitative structure-activity relationships and enabling in silico predictions of these endpoints. Presented here is a case study part of the collective effort carried out within the European Partnership for the Assessment of Risks from Chemicals (PARC) to address the challenges associated with innovation in chemical risk assessment, including the phasing out of animal testing through the introduction of New Approach Methodologies (NAMs) [1,2]. The case study aims to analyze current practices of the regulatory evaluation of genotoxicity and carcinogenicity hazard in several EU frameworks, in order to highlight needs and challenges in the actual or potential use of NAMs as well as short-and long- term goals towards the overcoming of animal testing. Among other NAMs, we are focusing on the role of in silico approaches highlighting strategies to increase the regulatory application and acceptance of QSAR based approaches. To this aim, the OECD QSAR Assessment Framework [3,4] has been identified as a suitable tool for evaluating the models and their predictions and will be applied to selected case studies. Moreover, a list of human relevant carcinogens has been developed as reference chemicals to evaluate and possibly refine in silico methodologies supporting a human-centric paradigm shift in toxicology.
- Assessing the pro inflammatory effects of bisphenol compounds using exposure relevant in vitro co culture modelsPublication . Pereira, Gonçalo Alexandre Candeia; Jordan, Peter; Rodrigues, CecíliaInflammation has reached epidemic proportions in industrialized countries, mainly due to unhealthy habits, poor diet, environmental pollution and other factors not yet understood. If uncontrolled or prolonged, inflammation can become chronic and contribute to the development of a number of human diseases, including autoimmune diseases, intestinal diseases and, in the worst cases, tumorigenesis and tumor progression. Exposure to endocrine disrupting chemicals (EDCs) is one environmental factor contributing to inflammation, and recent studies have brought the bisphenol (BP) group of EDCs into the scientific spotlight. They have been strongly linked to various pathologies, including chronic inflammation, and their effect on human gut health is a hot topic in the scientific community. With this in mind, the aim of this work was proposed to analyze the effects of four bisphenols, BPA, BPS-MAE, BPAP and BPP, on intestinal barrier stress and associated pro-inflammatory effects. To achieve this, a co-culture system was optimized and established, consisting of an improved protocol of polarized Caco-2 epithelial cells seeded on PET insert filters in an apical compartment, together with THP-1 derived macrophages in a basolateral compartment. Subsequently, the effects of BPs exposure on barrier integrity, cellular stress and pro-inflammatory cytokine were tested in a wide range of concentrations (from 100 μM to 0.1 μM). Experimentally, we found that the model was capable of delivering BP-specific data on potential health effects. In terms of transepithelial resistance and epithelial stress, we were able to identify some clear trends that need to be consolidated with more independent experimental replicates. In particular, BPA was the least potent inducer of cellular stress responses and changes in epithelial polarization, whereas the BP analogues tested proved to be more disruptive than BPA, with BPP appearing to be the most potentially hazardous, followed by BPAP and then BPS-MAE. To access the inflammation-modulating effects of these compounds, we tested macrophages, either directly or as co-cultured cells, for expression of the pro-inflammatory marker IL-1β using a semiquantitative RT-PCR approach. An important optimization was their priming with IFN-γ to increase the sensitivity of the model and allow for more physiological relevance. Our observations showed that, once again, the BP analogues induced greater effects compared to BPA. BPP appeared to be the more potent inducer of inflammation, followed by BPS-MAE. Both showed elevated levels of the IL-1β marker at all concentrations tested. BPAP and BPA produced more attenuated effects, although significant at higher concentrations. In conclusion, this work has provided us with landmark results on these BPA analogues and their effects on gut health, adding new insights into the 'new generation' of emerging BPs and their potential adverse health effects.
- Assessment of genotoxicity biomarkers in the scope of a human biomonitoring study in workers from E-waste management industriesPublication . Lopes Rosário, Rita Isabel; Silva, Maria João; Pina Martins, FranciscoElectrical and electronic waste (e-waste) represents a pressing global challenge with its rapid growth and hazardous composition. This recycling sector often involves inadequate worker safety, exposing e-workers to harmful substances like heavy metals and flame retardants via several routes, causing significant short- and long-term health risks. Human Biomonitoring (HBM) is a useful tool in assessing exposure and associated health outcomes through biomarkers like micronucleus (MN) in blood or epithelial cells, enabling the identification of early biological changes and linking exposure to disease. This HBM study used two assays,- the Buccal Micronucleus Cytome (BMNCyt) assay and the Cytokinesis-Block Micronucleus Cytome (CBMNCyt) assay,- to assess potential genotoxic effects from occupational e-waste exposure. The BMNCyt assay, conducted under the HBM4EU initiative, targets buccal mucosa epithelial cells, a primary barrier against hazardous agents, thus assessing local genotoxic effects. The CBMNCyt assay in peripheral blood lymphocytes, conducted under the PARC Project, reliably measures structural and numerical chromosomal changes, reflecting a systemic effect. This research aimed to assess early biological effects from exposure to pollutants from e-waste in in PBL and buccal epithelial cells of European e-waste workers, comparatively with control groups. The BMNCyt assay showed no significant differences in MN frequency between the exposed and control groups, while the CBMNCyt assay detected significantly increased frequencies of MN in exposed compared with non-exposed groups. Factors like small sample sizes, interindividual differences, and the use of protective equipment might have influenced results. Demographic/lifestyle variables showed differing impacts on MN formation between assays, but also potential influence, thus the importance of their consideration. Concluding, expanding e-waste occupational health research to include more workers/activities within the waste management industry and broader biomonitoring efforts is paramount. Boosting the understanding of health risks associated with those activities will help developing protective measures and mitigation strategies to safeguard the exposed workers’ health.
- CCL2 expression predicts clinical outcomes and regulates E-cadherin and angiogenesis in pituitary tumoursPublication . Silva, Ana Luísa; Barry, Sayka; Lopes-Pinto, Mariana; Joaquim, Rita; Miranda, Catarina; Reis, Fábio; Miranda, Micaella; Matos, Paulo; Suleyman, Oniz; Oliveira, Tiago; López-Presa, Dolores; Borrecho, Gonçalo; Tortosa, Francisco; Faria, Claúdia C.; Korbonits, Márta; Marques, PedroThe crosstalk between tumour cells and microenvironment components in pituitary neuroendocrine tumours (PitNETs), including chemokines, may impact tumour behaviour and clinical outcomes. CCL2 was previously identified as a key chemokine in PitNETs, but its role remains unknown. We aimed to study the role of CCL2 in defining the phenotype and clinical outcomes of PitNETs and in regulating macrophage chemotaxis, epithelial-to-mesenchymal transition (EMT) and angiogenesis. We studied CCL2 and E-cadherin expression, macrophages (CD68 and CD163) and vessels (CD31) in samples from 86 PitNET patients. Higher CCL2 mRNA expression was found in patients who required multimodal and multiple treatments and had active disease at the last follow-up. Higher CCL2 immunoreactivity was observed in patients with larger PitNETs. Among somatotroph tumours, CCL2 mRNA expression correlated with serum IGF-1 at the last follow-up. CCL2 mRNA expression levels correlated negatively with CDH1 expression and with E-cadherin complete membranous staining. In vitro, CCL2 downregulated E-cadherin expression in GH3 cells but did not affect cell morphology or migration. CCL2 expression correlated with the number of vessels, vessel perimeter and vessel area in PitNETs but not with PitNET-infiltrating macrophages. Our data suggest that CCL2 may lead to (or is at least a predictive marker of) poorer clinical outcomes and more difficult-to-treat PitNETs, potentially through its regulatory effects on different tumour-related mechanisms beyond immune cell chemotaxis, including in the activation of the EMT pathway and modulation of angiogenesis in PitNETs. Further studies are needed to corroborate our findings and to validate CCL2 as a potential predictive marker and therapeutic target in PitNETs.
- Comparative analysis of hybrid‑SNP microarray and nanopore sequencing for detection of large‑sized copy number variants in the human genomePublication . Silva, Catarina; Ferrão, José; Marques, Bárbara; Pedro, Sónia; Correia, Hildeberto; Valente, Ana; Rodrigues, António Sebastião; Vieira, LuísBackground: Nanopore sequencing is a technology that holds great promise for identifying all types of human genome variations, particularly structural variations. In this work, we used nanopore sequencing technology to sequence 2 human cell lines at low depth of coverage to call copy number variations (CNV), and compared the results variant by variant with chromosomal microarray (CMA) results. Results: We analysed sequencing data using CuteSV and Sniffles2 variant callers, compared breakpoints based on hybrid-SNP microarray, nanopore sequencing and Sanger sequencing, and analysed CNV coverage. From a total of 48 high confidence variants (truth set), variant calling detected 79% of the truth set variants, increasing to 86% for interstitial CNV. Simultaneous use of the 2 callers slightly increased variant calling. Both callers performed better when calling CNV losses than gains. Variant sizes from CMA and nanopore sequencing showed an excellent correlation, with breakpoints determined by nanopore sequencing differing by only 20 base pairs on average from Sanger sequencing. Nanopore sequencing also revealed that four variants concealed genomic inversions undetectable by CMA. In the 10 CNV not called in nanopore sequencing, 8 showed coverage evidence of genomic loss or gain, highlighting the need to improve SV calling algorithms performance. Conclusions: Nanopore sequencing offers advantages over CMA for structural variant detection, including the identification of multiple variant types and their breakpoints with increased precision. However, further improvements in variant calling algorithms are still needed for nanopore sequencing to become a highly robust and standardized approach for a comprehensive analysis of genomic structural variation.
- A Comparative Overview of the Role of Human Ribonucleases in Nonsense-Mediated mRNA DecayPublication . da Costa, Paulo J.; Menezes, Juliane; Guedes, Raquel; Reis, Filipa P.; Teixeira, Alexandre; Saramago, Margarida; Viegas, Sandra C.; Arraiano, Cecília M.; Romão, LuísaEukaryotic cells possess surveillance mechanisms that detect and degrade defective transcripts. Aberrant transcripts include mRNAs with a premature termination codon (PTC), targeted by the nonsense-mediated decay (NMD) pathway, and mRNAs lacking a termination codon, targeted by the nonstop decay (NSD) pathway. The eukaryotic exosome, a ribonucleolytic complex, plays a crucial role in mRNA processing and turnover through its catalytic subunits PM/Scl100 (Rrp6 in yeast), DIS3 (Rrp44 in yeast), and DIS3L1. Additionally, eukaryotic cells have other ribonucleases, such as SMG6 and XRN1, that participate in RNA surveillance. However, the specific pathways through which ribonucleases recognize and degrade mRNAs remain elusive. In this study, we characterized the involvement of human ribonucleases, both nuclear and cytoplasmic, in the mRNA surveillance mechanisms of NMD and NSD. We performed knockdowns of SMG6, PM/Scl100, XRN1, DIS3, and DIS3L1, analyzing the resulting changes in mRNA levels of selected natural NMD targets by RT-qPCR. Additionally, we examined the levels of different human β-globin variants under the same conditions: wild-type, NMD-resistant, NMD-sensitive, and NSD-sensitive. Our results demonstrate that all the studied ribonucleases are involved in the decay of certain endogenous NMD targets. Furthermore, we observed that the ribonucleases SMG6 and DIS3 contribute to the degradation of all β-globin variants, with an exception for βNS in the former case. This is also the case for PM/Scl100, which affects all β-globin variants except the NMD-sensitive variants. In contrast, DIS3L1 and XRN1 show specificity for β-globin WT and NMD-resistant variants. These findings suggest that eukaryotic ribonucleases are target-specific rather than pathway-specific. In addition, our data suggest that ribonucleases play broader roles in mRNA surveillance and degradation mechanisms beyond just NMD and NSD.
- Comparison of the ABC and ACMG systems for variant classificationPublication . Houge, Gunnar; Bratland, Eirik; Aukrust, Ingvild; Tveten, Kristian; Žukauskaitė, Gabrielė; Sansovic, Ivona; rea-Fernández, Alejandro J.B; Mayer, Karin; Paakkola, Teija; McKenna, Caoimhe; Wright, William; Markovic, Milica Keckarevic; Lildballe, Dorte L.; Konecny, Michal; Smol, Thomas; Alhopuro, Pia; Gouttenoire, Estelle Arnaud; Obeid, Katharina; Todorova, Albena; Jankovic, Milena; Lubieniecka, Joanna M.; Stojiljkovic, Maja; Buisine, Marie-Pierre; Haukanes, Bjørn Ivar; Lorans, Marie; Roomere, Hanno; Petit, François M.; Haanpää, Maria K.; Beneteau, Claire; Pérez, Belén; Plaseska-Karanfilska, Dijana; Rath, Matthias; Fuhrmann, Nico; Ferreira, Bibiana I.; Stephanou, Coralea; Sjursen, Wenche; Maver, Aleš; Rouzier, Cécile; Chirita-Emandi, Adela; Gonçalves, João; Kuek, Wei Cheng David; Broly, Martin; Haer-Wigman, Lonneke; Thong, Meow-Keong; Tae, Sok-Kun; Hyblova, Michaela; Dunnen, Johan T. den; Laner, AndreasThe ABC and ACMG variant classification systems were compared by asking mainly European clinical laboratories to classify variants in 10 challenging cases using both systems, and to state if the variant in question would be reported as a relevant result or not as a measure of clinical utility. In contrast to the ABC system, the ACMG system was not made to guide variant reporting but to determine the likelihood of pathogenicity. Nevertheless, this comparison is justified since the ACMG class determines variant reporting in many laboratories. Forty-three laboratories participated in the survey. In seven cases, the classification system used did not influence the reporting likelihood when variants labeled as “maybe report” after ACMG-based classification were included. In three cases of population frequent but disease-associated variants, there was a difference in favor of reporting after ABC classification. A possible reason is that ABC step C (standard variant comments) allows a variant to be reported in one clinical setting but not another, e.g., based on Bayesian-based likelihood calculation of clinical relevance. Finally, the selection of ACMG criteria was compared between 36 laboratories. When excluding criteria used by less than four laboratories (<10%), the average concordance rate was 46%. Taken together, ABC-based classification is more clear-cut than ACMG-based classification since molecular and clinical information is handled separately, and variant reporting can be adapted to the clinical question and phenotype. Furthermore, variants do not get a clinically inappropriate label, like pathogenic when not pathogenic in a clinical context, or variant of unknown significance when the significance is known.
- Diminished DNA binding affinity of DMRT1 caused by heterozygous DM domain mutations is a cause of male infertilityPublication . Marić, Tihana; Castillo-Madeen, Helen; Klarić, Monika Logara; Barišić, Antun; Trgovec-Greif, Lovro; Murphy, Mark W.; Juchnewitsch, Anna-Grete; Lillepea, Kristiina; Dutta, Avirup; Žunić, Lucija; Stendahl, Alexandra M.; Punab, Margus; Pomm, Kristjan; Mendoza, Daniel M.; Lopes, Alexandra M.; Šorgić, Ana Merkler; Vugrek, Oliver; Gonçalves, João; Almstrup, Kristian; Aston, Kenneth I.; Belužić, Robert; Ježek, Davor; Bertoša, Branimir; Laan, Maris; Bojanac, Ana Katušić; Conrad, Donald F.; Barbalić, MajaThe most severe form of male infertility is idiopathic non-obstructive azoospermia (NOA), a complete sperm absence in the ejaculate. We performed exome sequencing in the Croatian infertile brothers with NOA and found a variant in DMRT1 (Doublesex and mab-3 related transcription factor 1) gene that was further assessed by the EMSA assay and molecular dynamic simulations. We additionally screened for DMRT1 mutations in 1940 infertile men diagnosed with spermatogenic failure, 644 normozoospermic controls, and 105 females with primary ovarian insufficiency (POI) recruited to the GEnetics of Male INfertility Initiative (GEMINI) or Estonian Andrology (ESTAND) cohorts. DMRT1 p.Pro74Leu (chr9:g.842059C > T) variant was detected in infertile brothers in the highly conserved position within the DNA binding DM domain of the protein. EMSA assay showed reduced DNA binding of DMRT1P74L and molecular dynamic simulations showed differences in structural and dynamical properties between the wild type protein and DMRT1P74L. Plausible disease-causing DMRT1 variants were only identified in infertile men (13/1940; 0.67%), and none in 639 fertile controls. Burden testing showed an excess of rare deleterious DM domain mutations in the infertility cohort compared to gnomAD v.4.0 population-based controls (Fisher’s exact test, p = 1.44 x 10−5). Three rare deleterious variants in DMRT1 were found in 104 cases of POI. The findings of this study strengthen the evidence of DMRT1 variants being a causal factor for male infertility and provide the distribution of likely pathogenic variants across the gene. This is also the first study to suggest that DMRT1 variants may also be linked to POI.
- Dissecting the DIS3L2 target-specificity of transcripts committed to nonsense-mediated decay in human cellsPublication . Garcia-Moreno, Juan F.; Carvalho, Miguel P.; Lacerda, Rafaela; Romão, LuísaNonsense-mediated mRNA decay (NMD) is a conserved surveillance mechanism that eliminates mRNAs harboring premature termination codons (PTCs) and regulates the expression of certain physiological transcripts. The 3’-to-5’ exoribonuclease DIS3L2 degrades different RNAs independently of the RNA exosome, following uridylation at the 3' end by the terminal uridylyl transferases TUT4 and TUT7. We and others have shown that DIS3L2 is involved in NMD in an uridylation-dependent manner, being its function in NMD target-specific (Kurosaki et al. 2018; da Costa et al. 2019). Now, we aim to characterize the mechanisms involved in DIS3L2/NMD-target specificity. We used our RNA-seq data already obtained and validated and compared the transcripts upregulated upon DIS3L2 knockdown (REF) with a validated NMD-target set (Colombo et al., 2017). We observed that about 7% of DIS3L2-sensitive transcripts overlap with known NMD-targets. Considering the different groups of transcripts, we then analyzed specific features that make some NMD-targets sensitive to DIS3L2 (so called DIS3L2/NMD-targets; group 1), versus the remaining NMD-targets (DIS3L2-resistant NMD-targets; group 2), the remaining DIS3L2-sensitive targets (group 3), or the remaining transcriptome (DIS3L2-resistant NMD-targets plus NMD-resistant transcriptome; group 4). We assessed the following genomic features: 5’ and 3’ untranslated region (UTR) lengths, 3’UTR GC-, AU-, G-, C-, A-, and U-contents, presence of 5’UTR upstream open reading frames (uORFs), and 3’UTR introns. Elevated G-, C-, and GC-contents in the 3’UTRs were the most consistent features distinguishing DIS3L2/NMD-targets from the group 4. Comparison between group 1 and 2, and 1 and 3 was not significant. To better characterize the importance of each transcript portion, we are also analyzing hybrid constructs combining regions of the DIS3L2/NMD-resistant human β-globin (HBB) gene and the DIS3L2/NMD-sensitive GADD45A gene expressed in DIS3L2 depleted cultured cells.