Browsing by Author "Marcelain, Katherine"
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Item ADAR1 Transcriptome editing promotes breast cancer progression through the regulation of cell cycle and DNA damage response(Elsevier B.V., 2020) Sagredo, Eduardo; Sagredo, Alfredo; Blanco, Alejandro; Rojas, Pamela; Rivas, Solange; Assar, Rodrigo; Pérez, Paola; Marcelain, Katherine; Armisén, RicardoRNA editing has emerged as a novel mechanism in cancer progression. The double stranded RNA-specific adenosine deaminase (ADAR) modifies the expression of an important proportion of genes involved in cell cycle control, DNA damage response (DDR) and transcriptional processing, suggesting an important role of ADAR in transcriptome regulation. Despite the phenotypic implications of ADAR deregulation in several cancer models, the role of ADAR on DDR and proliferation in breast cancer has not been fully addressed. Here, we show that ADAR expression correlates significantly with clinical outcomes and DDR, cell cycle and proliferation mRNAs of previously reported edited transcripts in breast cancer patients. ADAR's knock-down in a breast cancer cell line produces stability changes of mRNAs involved in DDR and DNA replication. Breast cancer cells with reduced levels of ADAR show a decreased viability and an increase in apoptosis, displaying a significant decrease of their DDR activation, compared to control cells. These results suggest that ADAR plays an important role in breast cancer progression through the regulation of mRNA stability and expression of those genes involved in proliferation and DDR impacting the viability of breast cancer cells.Item Concordance analysis of ALK gene fusion detection methods in patients with Non– Small-Cell Lung Cancer from Chile, Brazil, and Peru(2021-06) Sepúlveda-Hermosilla, Gonzalo; Freire, Matías; Blanco, Alejandro; Cáceres, Javier; Lizana, Rodrigo; Ramos, Liliana; Assar, Rodrigo; Ampuero, Diego; Aren, Osvaldo; Chernilo, Sara; Spencer, María Loreto; Bernal, Giuliano; Flores, Jacqueline; Rasse, Germán; Sánchez, Carolina; Marcelain, Katherine; Rivas, Solange; Pereira Branco, Gabriela; Galli de Amorim, María; Noronha Nunes, Diana; Dias-Neto, Emmanuel; Freitas, Helano C.; Fernández, Cristina; Pérez, Paola; NIRVANA team; Armisén, RicardoAbout 4 to 7 % of the Non-small cell lung cancer patients have ALK rearrangements and specific target therapies improve patients’ outcomes significantly. ALK gene fusions are detected by immunohistochemistry (IHC) or Fluorescent in situ Hybridization (FISH) as gold standards in South America. Next Generation Sequencing (NGS) based assays are a reliable alternative, able to perform simultaneous detection of multiple events from a single sample. We analyzed 4,240 Non-small cell lung cancer samples collected in 37 hospitals from Chile, Brazil, and Peru; where ALK rearrangements were determined as part of their standard of care (SofC) using either IHC or FISH. A subset of 1450 samples was sequenced with the Oncomine Focus Assay (OFA), and the concordance with the SofC tests was measured. An orthogonal analysis was performed using a qPCR EML4-ALK fusion detection kit. ALK fusion prevalence is very similar for Chile (3.67%, N=2142), Brazil (4.05%, N=1013) and Peru (4.59%, N=675). Whereas a comparison between OFA and SofC assays showed similar sensitivity, OFA had significantly higher specificity and higher positive predictive value, which opens new opportunities for a more specific determination of ALK gene rearrangements.Publication Development and internal validation of a multifactorial riskprediction model for gallbladder cancer in a high-incidencecountry(2023) Boekstegers, Felix; Scherer, Dominique; Barahona, Carol; Marcelain, Katherine; Gárate, Valentina; Waldenberge, Melanie; Morales, Erik; Rojas, Armando; Munoz, César; Retamales, Javier; De Toro, Gonzalo; Barajas, Olga; Rivera, María; Cortés, Analía; Loader, Denisse; Saavedra, Javiera; Gutiérrez, Lorena; Ortega, Alejandro; Bertrán, Maria; Bartolotti, Leonardo; Gabler, Fernando; Campos, Monica; Alvarado, Juan; Moisán, Fabricio; Spencer, Loreto; Nervi, Bruno; Carvajal-Hausdorf, Daniel; Losada, Héctor; Almau, Mauricio; Fernández, Plinio; Olloquequi, Jordi; Fuentes, Macarena; Gonzalez, Rolando; Bortolin, Maria; Acuña, Victor; Gallo, Carla; Ruiz, Andres; Rothhamme, Francisco; Bermejo, JustoSince 2006, Chile has been implementing a gallbladder cancer (GBC) prevention program based on prophylactic cholecystectomy for gallstone patients aged 35 to 49 years. The effectiveness of this prevention program has not yet been comprehensively evaluated. We conducted a retrospective study of 473 Chilean GBC patients and 2137 population-based controls to develop and internally validate three GBC risk prediction models. The Baseline Model accounted for gallstones while adjusting for sex and birth year. Enhanced Model I also included the non-genetic risk factors: body mass index, educational level, Mapuche surnames, number of children and family history of GBC. Enhanced Model II further included Mapuche ancestry and the genotype for rs17209837. Multiple Cox regression was applied to assess the predictive performance, quantified by the area under the precision-recall curve (AUC-PRC) and the number of cholecystectomies needed (NCN) to prevent one case of GBC at age 70 years. The AUC-PRC for the Baseline Model (0.44%, 95%CI 0.42-0.46) increased by 0.22 (95%CI 0.15-0.29) when non-genetic factors were included, and by 0.25 (95%CI 0.20-0.30) when incorporating non-genetic and genetic factors. The overall NCN for Chileans with gallstones (115, 95%CI 104-131) decreased to 92 (95%CI 60-128) for Chileans with a higher risk than the median according to Enhanced Model I, and to 80 (95%CI 59-110) according to Enhanced Model II. In conclusion, age, sex and gallstones are strong risk factors for GBC, but consideration of other non-genetic factors and individual genotype data improves risk prediction and may optimize allocation of financial resources and surgical capacity.Publication Gallbladder Cancer Risk and Indigenous South American Mapuche Ancestry: Instrumental Variable Analysis Using Ancestry-Informative Markers(2023) Zollner, Linda; Boekstegers, Felix; Barahona, Carol; Scherer, Dominique; Marcelain, Katherine; Gárate, Valentina; Waldenberger, Melanie; Morales, Erik; Rojas, Armando; Munoz, César; Retamales, Javier; De Toro, Gonzalo; Vera, Allan; Barajas, Olga; Rivera, María; Cortés, Analía; Loader, Denisse; Saavedra, Javiera; Gutiérrez, Lorena; Ortega, Alejandro; Bertrán, Maria; Bartolotti, Leonardo; Gabler, Fernando; Campos, Mónica; Alvarado, Juan; Moisán, Fabricio; Spencer, Loreto; Nervi, Bruno; Carvajal-Hausdorf, Daniel; Losada, Héctor; Almau, Mauricio; Fernández, Plinio; Olloquequi, Jordi; Carter, Alice; Miquel, Juan; Bustos, Bernabe; Fuentes, Macarena; Gonzalez, Rolando; Bortolini, Maria; Acuña, Victor; Gallo, Carla; Ruiz, Andres; Rothhammer, Francisco; Bermejo, JustoA strong association between the proportion of indigenous South American Mapuche ancestry and the risk of gallbladder cancer (GBC) has been reported in observational studies. Chileans show the highest incidence of GBC worldwide, and the Mapuche are the largest indigenous people in Chile. We set out to assess the confounding-free effect of the individual proportion of Mapuche ancestry on GBC risk and to investigate the mediating effects of gallstone disease and body mass index (BMI) on this association. Genetic markers of Mapuche ancestry were selected based on the informativeness for assignment measure, and then used as instrumental variables in two-sample Mendelian randomization analyses and complementary sensitivity analyses. Results suggested a putatively causal effect of Mapuche ancestry on GBC risk (inverse variance-weighted (IVW) risk increase of 0.8% per 1% increase in Mapuche ancestry proportion, 95% CI 0.4% to 1.2%, p = 6.7 × 10-5) and also on gallstone disease (3.6% IVW risk increase, 95% CI 3.1% to 4.0%), pointing to a mediating effect of gallstones on the association between Mapuche ancestry and GBC. In contrast, the proportion of Mapuche ancestry showed a negative effect on BMI (IVW estimate -0.006 kg/m2, 95% CI -0.009 to -0.003). The results presented here may have significant implications for GBC prevention and are important for future admixture mapping studies. Given that the association between the individual proportion of Mapuche ancestry and GBC risk previously noted in observational studies appears to be free of confounding, primary and secondary prevention strategies that consider genetic ancestry could be particularly efficient.Publication Identification of Circulating lncRNAs Associated with Gallbladder Cancer Risk by Tissue-Based Preselection, Cis-eQTL Validation, and Analysis of Association with Genotype-Based Expression(2022) Blandino, Alice; Scherer, Dominique; Rounge, Trine B.; Umu, Sinan U.; Boekstegers, Felix; Barahona Ponce, Carol; Marcelain, Katherine; Gárate-Calderón, Valentina; Waldenberger, Melanie; Morales, Erik; Rojas, Armando; Muñoz, César; Retamales, Javier; Toro, Gonzalo de; Barajas, Olga; Rivera, María Teresa; Cortés, Analía; Loader, Denisse; Saavedra, Javiera; Gutiérrez, Lorena; Ortega, Alejandro; Bertrán, María Enriqueta; Gabler, Fernando; Campos, Mónica; Alvarado, Juan; Fabrizio Moisán 18, Loreto Spencer 18, Bruno Nervi 19, Daniel E Carvajal-Hausdorf; Spencer, Loreto; Nervi, Bruno; Carvajal-Hausdorf, Daniel; Losada, Héctor; Almau, Mauricio; Fernández, Plinio; Gallegos, Iván; Olloquequi, Jordi; Fuentes-Guajardo, Macarena; González -Jose, Rolando; Bortolini, María Cátira; Gallo, Carla; Ruíz Linares, Andrés; Rothhammer, Francisco; Bermejo, Justo LorenzoLong noncoding RNAs (lncRNAs) play key roles in cell processes and are good candidates for cancer risk prediction. Few studies have investigated the association between individual genotypes and lncRNA expression. Here we integrate three separate datasets with information on lncRNA expression only, both lncRNA expression and genotype, and genotype information only to identify circulating lncRNAs associated with the risk of gallbladder cancer (GBC) using robust linear and logistic regression techniques. In the first dataset, we preselect lncRNAs based on expression changes along the sequence "gallstones → dysplasia → GBC". In the second dataset, we validate associations between genetic variants and serum expression levels of the preselected lncRNAs (cis-lncRNA-eQTLs) and build lncRNA expression prediction models. In the third dataset, we predict serum lncRNA expression based on individual genotypes and assess the association between genotype-based expression and GBC risk. AC084082.3 and LINC00662 showed increasing expression levels (p-value = 0.009), while C22orf34 expression decreased in the sequence from gallstones to GBC (p-value = 0.04). We identified and validated two cis-LINC00662-eQTLs (r2 = 0.26) and three cis-C22orf34-eQTLs (r2 = 0.24). Only LINC00662 showed a genotyped-based serum expression associated with GBC risk (OR = 1.25 per log2 expression unit, 95% CI 1.04-1.52, p-value = 0.02). Our results suggest that preselection of lncRNAs based on tissue samples and exploitation of cis-lncRNA-eQTLs may facilitate the identification of circulating noncoding RNAs linked to cancer risk.Item Immune-related IncRNA LINC00944 responds to variations in ADAR1 levels and it is associated with breast cancer prognosis(Elsevier Inc., 2020) Blanco, Alejandro; Morales, Fernanda; Marcelain, Katherine; Harismendy, Olivier; Sjöberg, Marcela; Armisén, Ricardo; de Santiago, PamelaAims: Breast cancer is one of the leading causes of woman deaths worldwide, being a major public health problem. It has been reported that the expression of the RNA-editing enzyme Adenosine Deaminase Acting on RNAs 1 (ADAR1) is upregulated in breast cancer, predicting poor prognosis in patients. A few reports in literature examine ADAR1 and long non-coding RNAs (lncRNAs) interplay in cancer and suggest key roles in cancer-related pathways. This study aimed to investigate whether ADAR1 could alter the expression levels of lncRNAs and explore how those changes are related to breast cancer biology. Main methods: ADAR1 overexpression and knockdown studies were performed in breast cancer cell lines to analyze the effects over lncRNAs expression. Guilt-by-Association correlation analysis of the TCGA-BRCA cohort was performed to predict the function of the lncRNA LINC00944. Key findings: Here, we show that LINC00944 is responsive to ADAR1 up- and downregulation in breast cancer cells. We found that LINC00944 expression has a strong relationship with immune signaling pathways. Further assessment of the TCGA-BRCA cohort showed that LINC00944 expression was positively correlated to tumor-infiltrating T lymphocytes and pro-apoptotic markers. Moreover, we found that LINC00944 expression was correlated to the age at diagnosis, tumor size, and estrogen and progesterone receptor expression. Finally, we showed that the low expression of LINC00944 is correlated to poor prognosis in breast cancer patients. Significance: Our study provides further evidence of the effect of ADAR1 over lncRNA expression levels, and on the participation of LINC00944 in breast cancer, suggesting to further investigate its potential role as prognostic biomarker.Item Increase in ADAR1p110 activates the canonical Wnt signaling pathway associated with aggressive phenotype in triple negative breast cancer cells(2022) Morales, Fernanda; Pérez, Paola; Tapia, Julio; Lobos-González, Lorena; Herranz, José Manuel; Guevara, Francisca; Rojas, Pamela; Palacios, Esteban; Andaur, Rodrigo; Sagredo, Eduardo; Marcelain, Katherine; Armisén, RicardoTriple-negative breast cancer (TNBC) represents a challenge in the search for new therapeutic targets. TNBCs are aggressive and generate resistance to chemotherapy. Tumors of TNBC patients with poor prognosis present a high level of adenosine deaminase acting on RNA1 (ADAR1). We explore the connection of ADAR1 with the canonical Wnt signaling pathway and the effect of modulation of its expression in TNBC. Expression data from cell line sequencing (DepMap) and TCGA samples were downloaded and analyzed. We lentivirally generated an MDA-MB-231 breast cancer cell line that overexpress (OE) ADAR1p110 or an ADAR knockdown. Abundance of different proteins related to Wnt/β-catenin pathway and activity of nuclear β-catenin were analyzed by Western blot and luciferase TOP/FOP reporter assay, respectively. Cell invasion was analyzed by matrigel assay. In mice, we study the behavior of tumors generated from ADAR1p110 (OE) cells and tumor vascularization immunostaining were analyzed. ADAR1 connects to the canonical Wnt pathway in TNBC. ADAR1p110 overexpression decreased GSK-3β, while increasing active β-catenin. It also increased the activity of nuclear β-catenin and increased its target levels. ADAR1 knockdown has the opposite effect. MDA-MB-231 ADAR1 (OE) cells showed increased capacity of invasion. Subsequently, we observed that tumors derived from ADAR1p110 (OE) cells showed increased invasion towards the epithelium, and increased levels of Survivin and CD-31 expressed in vascular endothelial cells. These results indicate that ADAR1 overexpression alters the expression of some key components of the canonical Wnt pathway, favoring invasion and neovascularization, possibly through activation of the β-catenin, which suggests an unknown role of ADAR1p110 in aggressiveness of TNBC tumors.Item Ski Is Required for Tri-Methylation of H3K9 in Major Satellite and for Repression of Pericentromeric Genes: Mmp3, Mmp10 and Mmp13, in Mouse Fibroblasts(Elsevier Ltd., 2020) Capelli, Claudio; Sepúlveda, Hugo; Rivas, Solange; Víctor, Paola; Urzúa, Ulises; Donoso, Gerardo; Sagredo, Eduardo; Carrero, David; Casanova-Ortiz, Emmanuel; Sagredo, Alfredo; González, Marisel; Manterola, Marcia; Nardocci, Gino; Armisén, Ricardo; Montecino, Martín; Marcelain, KatherineSeveral mechanisms directing a rapid transcriptional reactivation of genes immediately after mitosis have been described. However, little is known about the maintenance of repressive signals during mitosis. In this work, we address the role of Ski in the repression of gene expression during M/G1 transition in mouse embryonic fibroblasts (MEFs). We found that Ski localises as a distinct pair of dots at the pericentromeric region of mitotic chromosomes, and the absence of the protein is related to high acetylation and low tri-methylation of H3K9 in pericentromeric major satellite. Moreover, differential expression assays in early G1 cells showed that the presence of Ski is significantly associated with repression of genes localised nearby to pericentromeric DNA. In mitotic cells, chromatin immunoprecipitation assays confirmed the association of Ski to major satellite and the promoters of the most repressed genes: Mmp3, Mmp10 and Mmp13. These genes are at pericentromeric region of chromosome 9. In these promoters, the presence of Ski resulted in increased H3K9 tri-methylation levels. This Ski-dependent regulation is also observed during interphase. Consequently, Mmp activity is augmented in Ski −/− MEFs. Altogether, these data indicate that association of Ski with the pericentromeric region of chromosomes during mitosis is required to maintain the silencing bookmarks of underlying chromatin.Item Validation of an NGS Panel Designed for Detection of Actionable Mutations in Tumors Common in Latin America(2021) Salvo, Mauricio; González‐Feliú, Evelin; Toro, Jessica; Gallegos, Iván; Maureira, Ignacio; Miranda‐González, Nicolás; Barajas, Olga; Bustamante, Eva; Ahumada, Mónica; Colombo, Alicia; Armisén, Ricardo; Villamán, Camilo; Ibáñez, Carolina; Bravo, María Loreto; Sanhueza, Verónica; Spencer, M. Loreto; Toro, Gonzalo de; Morales, Erik; Bizama, Carolina; García, Patricia; Carrasco, Ana María; Gutiérrez, Lorena; Bermejo, Justo Lorenzo; Verdugo, Ricardo A.; Marcelain, KatherineNext‐generation sequencing (NGS) is progressively being used in clinical practice. How‐ ever, several barriers preclude using this technology for precision oncology in most Latin American countries. To overcome some of these barriers, we have designed a 25‐gene panel that contains pre‐ dictive biomarkers for most current and near‐future available therapies in Chile and Latin America. Library preparation was optimized to account for low DNA integrity observed in formalin‐fixed paraffin‐embedded tissue. The workflow includes an automated bioinformatic pipeline that ac‐ counts for the underrepresentation of Latin Americans in genome databases. The panel detected small insertions, deletions, and single nucleotide variants down to allelic frequencies of 0.05 with high sensitivity, specificity, and reproducibility. The workflow was validated in 272 clinical samples from several solid tumor types, including gallbladder (GBC). More than 50 biomarkers were de‐ tected in these samples, mainly in BRCA1/2, KRAS, and PIK3CA genes. In GBC, biomarkers for PARP, EGFR, PIK3CA, mTOR, and Hedgehog signaling inhibitors were found. Thus, this small NGS panel is an accurate and sensitive method that may constitute a more cost‐efficient alternative to multiple non‐NGS assays and costly, large NGS panels. This kind of streamlined assay with au‐ tomated bioinformatics analysis may facilitate the implementation of precision medicine in Latin America.