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Ramiro Magno is a Research Software Engineer with expertise in computational biology, focusing on developmental biology, human genomics, marine biology and standardization of clinical data reporting. He currently holds the position of Director and independent researcher at the Pattern Institute in Faro, Portugal.
Identification

Personal identification

Full name
Ramiro Emanuel Magno Morgado

Citation names

  • Magno, Ramiro

Author identifiers

Ciência ID
301D-EA6F-3663
ORCID iD
0000-0001-5226-3441
Google Scholar ID
OAahJGgAAAAJ

Websites

  • https://www.pattern.institute/team/rmagno (Professional)
  • https://ramiromagno.r-universe.dev/builds (Professional)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Bioinformatics
  • Natural sciences - Biological Sciences - Biology
  • Social Sciences - Economics and Business - Business and Management

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2023 - 2023
Concluded
Making Data Science Work for Clinical Reporting (Postgraduate Certificate)
Coursera Inc, United States
2022 - 2022
Concluded
Data Science: Foundations using R Specialization (Postgraduate Certificate)
Johns Hopkins University, United States
2022
Ongoing
Masters in Healthcare Management (Mestrado integrado)
Universidade do Algarve, Portugal
2005 - 2006
Concluded
PhD Program in Computational Biology (Curso de doutoramento (conclusão de unidades curriculares))
Instituto Gulbenkian de Ciência, Portugal
2004
Concluded
Licenciatura em Biologia Vegetal Aplicada (Licenciatura)
Universidade de Lisboa Faculdade de Ciências, Portugal
"Geometry and dynamics of pollen tube growth" (THESIS/DISSERTATION)
15
Affiliation

Science

Category
Host institution
Employer
2023/05 - Current Researcher (Research) Pattern Institute, Portugal
Pattern Institute, Portugal
2014/08 - 2022/05 Researcher (Research) Universidade do Algarve, Portugal
Universidade do Algarve Centro de Investigação em Biomedicina, Portugal
2010/02 - 2013/01 Researcher (Research) John Innes Centre, United Kingdom
John Innes Centre Department of Computational and Systems Biology, United Kingdom
2008/11 - 2009/12 Researcher (Research) Universidade do Minho, Portugal
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal
2006/09 - 2008/10 Researcher (Research) Universiteit Utrecht, Netherlands
Universiteit Utrecht Theoretical Biology and Bioinformatics, Netherlands
2004/08 - 2005/08 Researcher (Research) Instituto Gulbenkian de Ciência, Portugal
Instituto Gulbenkian de Ciência, Portugal

Positions / Appointments

Category
Host institution
Employer
2024/05 - Current R Developer R Validation Hub, Switzerland
Pattern Institute, Portugal
2023/05 - Current Director Pattern Institute, Portugal
Pattern Institute, Portugal
2023/03 - Current R Developer Clinical Data Interchange Standards Consortium, United States
Pattern Institute, Portugal
2024/01 - 2024/03 Project Leader Lodiag SAS, France
Lodiag SAS, France
2023/09 - 2023/12 Project Leader Amoneta Diagnostics SAS, France
Amoneta Diagnostics SAS, France
Projects

Grant

Designation Funders
2024/06 - 2025/06 CaCau: Cancer Causality for Precision Oncology | Phase 2
2023.10973.CPCA.A2
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal

Pattern Institute, Portugal
Fundacao de Computacao Cientifica Nacional
Ongoing
2024/01 - 2024/06 CaCau: Cancer Causality | Phase 1
2023.09536.CPCA
Co-Principal Investigator (Co-PI)
Universidade do Algarve, Portugal

Pattern Institute, Portugal
Associação para a Inovação e Desenvolvimento da FCT
Ongoing
2023/06 - 2023/12 MitoProfiles: Gene Expression Landscape in Cancers from High Metabolic Rate Organs
Co-Principal Investigator (Co-PI)
Pattern Institute, Portugal

Universidade do Algarve, Portugal
Ongoing
2019 - 2021 DEvoCancer: Decoding breast cancer evolution through mutant allele differential expression signatures
PTDC/MED-ONC/31477/2017
Researcher
Universidade do Algarve Centro de Investigação em Biomedicina, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2013/06 - 2016/02 Human Mesenchymal Stem Cells Chronobiology: evaluating the crosstalk between the Embryonic and Circadian Clocks
Researcher
Fundação para a Ciência e a Tecnologia
Concluded
2014 - 2015 Timing cell differentiation: gene regulatory network in temporal control of mesoderm specification
Researcher
Universidade do Algarve Algarve Biomedical Center Research Institute, Portugal
Associação para a Inovação e Desenvolvimento da FCT
Concluded
2010/04 - 2013/07 The role of molecular clock genes in temporal control of mesoderm patterning in vertebrate embryos
Researcher
Fundação para a Ciência e a Tecnologia
Concluded

Contract

Designation Funders
2023/02/20 - 2024/08/19 Exploring the shared regulatory genetic basis in cancer risk
2022.02380.PTDC
Universidade do Algarve, Portugal

Universidad Complutense de Madrid, Spain
Fundação para a Ciência e a Tecnologia
Ongoing
2010/02 - 2013/01 Multi-level modelling of morphogenesis
PhD Student Fellow
John Innes Centre, United Kingdom
Biotechnology and Biological Sciences Research Council
Concluded
Outputs

Publications

Conference abstract
  1. Xavier, Joana M; Magno, Ramiro; Russel, R; de Almeida, BP; Jacinta-Fernandes, Ana; Duarte, ARB; BARBOSA-MORAIS, NUNO; Maia, Ana-Teresa. "Mapping of cis-regulatory variants by differential allelic expression analysis identifies regulatory variants and target genes of 31 breast cancer risk loci". Paper presented in Bioinformatics in Cancer - Virtual Event: 18 - 19 May 2021, 2021.
    Submitted
Conference poster
  1. Duarte, Isabel; Magno, Ramiro; Maia, Ana-Teresa. "Silent but Significant: Uncovering the Passenger Role of Transcriptionally Silenced Mutations in Breast Cancer Drivers". Paper presented in 6th ASPIC International Conference, 2024.
  2. Casanova, Miguel; Dany Mukesha; Mustafa E. Özer; Swann Ruyter; Seval Kul; Louis Chauvière; Stéphanie Boutillier; et al. "Neurodegene: A genetic panel for the prognosis and early-detection of multiple forms of neurodegenerative diseases". Paper presented in AD/PD™ 2024 International Conference on Alzheimer’s and Parkinson’s Diseases and related neurological disorders, 2024.
  3. Peres dos Santos, Rui; Rodríguez, Yasmina; Richard Sears; Magno, Ramiro; Castilho, Rita. "Tour-operators as Key tool to Improve Information on Data Deficient Cetacean Species". Paper presented in Our Oceans, Our Future, 2023.
  4. Rui Pedro Peres dos Santos; Rodríguez, Yasmina; Sears, Richard; Magno, Ramiro; Castilho, Rita. "Tour-operators as Key tool to Improve Information on Data Deficient Cetacean Species". Paper presented in Our Oceans, Our Future, 2023.
  5. Ghezzo, Marinella N; Magno, Ramiro; Xavier, Joana M; Maia, Ana-Teresa. "Redesigned case-control study using allelic expression as a quantitative phenotype identifies new risk loci for breast cancer". Paper presented in 5th ASPIC International Congress, 2022.
  6. Duarte, Isabel; Magno, Ramiro; Maia, Ana-Teresa. "Transcriptionally Silenced Mutations in Breast Cancer Driver Genes act as Functional Passengers". Paper presented in EMBL Cancer Genomics, 2021.
  7. Duarte, Isabel; Magno, Ramiro; Maia, Ana-Teresa. "Monoallelic Expression of Breast Cancer Driver Genes Reveals Functional Passenger Mutations". Paper presented in 25th Annual Meeting SPGH, 2021.
  8. Liber, Marta; Magno, Ramiro; Andrade, Raquel P.; Duarte, Isabel. "ClockOME: Searching for oscillatory genes in early vertebrate development". Paper presented in II International Meeting of the Portuguese Society of Genetics | IMPSG 2021, 2021.
  9. Duarte, Isabel; Magno, Ramiro; Maia, Ana-Teresa. "Monoallelic Expression of Breast Cancer Mutations Reveals Functionally Relevant Cis-Regulation". Paper presented in EACR Bioinformatics in Cancer, 2021.
  10. Duarte, ARB; Magno, Ramiro; Martel, Paulo; Ghezzo, Marinella; Xavier, Joana M; Maia, Ana-Teresa. "Exploring the role of alternative splicing in breast cancer risk". Paper presented in CANCER BIOLOGY: FROM BASIC TO TRANSLATIONAL RESEARCH, 2020.
  11. Martins-Jesus, Ana P.; Maia-Fernandes, Ana; Magno, Ramiro; Duarte, Isabel; Andrade, Raquel P.. "Temporal control in early chick embryo somite segmentation". Paper presented in European Developmental Biology Congress (EDBC Alicante, Spain), 2019.
  12. Xavier, Joana M; Magno, Ramiro; Rocha, Cátia L; Dunning, M; Russell, Roslin; Maia, Ana-Teresa. "Mapping cis-regulatory variants pinpoints target genes of breast cancer risk loci". Paper presented in EMBO | EMBL Symposium: Systems Genetics: From Genomes to Complex Traits., 2019.
  13. Ana Patrícia Martins-Jesus; Maia-Fernandes, Ana C.; Magno, Ramiro; Duarte, Isabel; Andrade, Raquel P.. "Somite formation in the early vertebrate embryo: temporal control and hairy1 oscillations". Paper presented in European Developmental Biology Congress (EDBC2019), 2019.
  14. Ana Patrícia Martins-Jesus; Maia-Fernandes, Ana; Magno, Ramiro; Duarte, Isabel; Andrade, Raquel P.. "Characterization of early somite formation in the chicken embryo". Paper presented in Development in Action (DiA) Meeting, Portuguese Society for Developmental Biology (SPBD), 2019.
  15. Esteves, Filipa; Magno, Ramiro; Xavier, Joana M; Maia, Ana-Teresa. "A comprehensive analysis of RNA-Seq data to identify risk variants for breast cancer using allelic expression". Paper presented in EMBL Conference: From Functional Genomics to Systems Biology, 2018.
  16. Esteves, Filipa; Magno, Ramiro; Xavier, Joana M; Maia, Ana-Teresa. "Identification of risk variants for breast cancer: a comprehensive analysis of RNA-Seq data". Paper presented in 3rd ASPIC International Congress, 2018.
  17. Jacinta-Fernandes, A; Xavier, Joana M; Magno, Ramiro; Jerónimo, Carmen; Maia, Ana-Teresa. "Revealing the role of allele- specific miRNA regulation in prostate cancer susceptibility". Paper presented in 3rd ASPIC International Congress., 2018.
  18. Xavier, Joana M; Magno, Ramiro; Almeida, Bernardo P.; Maia, Ana-Teresa. "Integrative genomic approach elucidates the risk mechanism for breast cancer associated 5q14.1 locus". Paper presented in 3rd ASPIC International Congress, 2018.
  19. Martins, Catarina; Xavier, Joana; Magno, Ramiro; Maia, Ana-Teresa. "Identifying novel genes associated with Breast Cancer susceptibility using Allelic Expression Ratios". Paper presented in 3rd ASPIC International Congress, 2018.
Journal article
  1. Maia-Fernandes, Ana Cristina; Martins-Jesus, Ana; Borralho-Martins, Nísia; Pais-de-Azevedo, Tomás; Magno, Ramiro; Duarte, Isabel; Andrade, Raquel P.. "Spatio-temporal dynamics of early somite segmentation in the chicken embryo". PLOS ONE 19 4 (2024): e0297853. http://dx.doi.org/10.1371/journal.pone.0297853.
    10.1371/journal.pone.0297853
  2. Rui Pedro Peres dos Santos; Rodríguez, Yasmina; Sears, Richard; Magno, Ramiro; Castilho, Rita. "Tour operators as a tool to improve information on data-deficient cetacean species". Aquatic Conservation Marine and Freshwater Ecosystems (2024):
    Open access • Submitted
  3. Nuno Sales Henriques; Tommaso Russo; Luis Bentes; Pedro Monteiro; Antonio Parisi; Ramiro Magno; Frederico Oliveira; et al. "An approach to map and quantify the fishing effort of polyvalent passive gear fishing fleets using geospatial data". ICES Journal of Marine Science (2023): https://doi.org/10.1093/icesjms/fsad092.
    10.1093/icesjms/fsad092
  4. Correia, Lizelle; Magno, Ramiro; Xavier, Joana M.; de Almeida, Bernardo P.; Duarte, Isabel; Esteves, Filipa; Ghezzo, Marinella; et al. "Allelic expression imbalance of PIK3CA mutations is frequent in breast cancer and prognostically significant". npj Breast Cancer 8 1 (2022): http://dx.doi.org/10.1038/s41523-022-00435-9.
    Open access • Published • 10.1038/s41523-022-00435-9
  5. Joana M. Xavier; Magno, Ramiro; Maia, Ana-Teresa. Corresponding author: Maia, Ana-Teresa. "Mapping of cis-regulatory variants by differential allelic expression analysis identifies candidate risk variants and target genes of 27 breast cancer risk loci". medRxiv (2022): MEDRXIV/2022/271889.
  6. Magno, Ramiro; Duarte, Isabel; Maia, Ana-Teresa. "quincunx: an R package to query, download and wrangle PGS Catalog data". Bioinformatics 38 1 (2021): 294-296. http://dx.doi.org/10.1093/bioinformatics/btab522.
    Published • 10.1093/bioinformatics/btab522
  7. Ana Jacinta-Fernandes; Joana M. Xavier; Magno, Ramiro; Joel G. Lage; Ana-Teresa Maia. "Allele-specific miRNA-binding analysis identifies candidate target genes for breast cancer risk". npj Genomic Medicine 5 1 (2020): https://doi.org/10.1038/s41525-019-0112-9.
    Published • 10.1038/s41525-019-0112-9
  8. Magno, Ramiro; Maia, Ana-Teresa. "gwasrapidd: an R package to query, download and wrangle GWAS catalog data". Bioinformatics 36 2 (2019): 649-650. http://dx.doi.org/10.1093/bioinformatics/btz605.
    10.1093/bioinformatics/btz605
  9. Matias, A.T.; Jacinta-Fernandes, A.; Magno, Ramiro; Xavier, J.; Cabral, M.G.; Jacinto, A.; Maia, A.T.; Braga, S.. "Differential molecular signature in patients from African origin with triple-negative breast cancer". Annals of Oncology 29 (2018): viii95. http://dx.doi.org/10.1093/annonc/mdy272.290.
    10.1093/annonc/mdy272.290
  10. Pais de Azevedo, Tomás Augusto Barreiros ; Morgado, Ramiro; Duarte, Isabel; Isabel Palmeirim. "Recent advances in understanding vertebrate segmentation". F1000Research (2018): https://doi.org/10.12688/f1000research.12369.1.
    Open access • Published • 10.12688/f1000research.12369.1
  11. Pinto, José P; Machado, Rui S R; Magno, Ramiro; Oliveira, Daniel V; Machado, Susana; Andrade, Raquel P; Bragança, José; Duarte, Isabel; Futschik, Matthias E. "StemMapper: a curated gene expression database for stem cell lineage analysis". Nucleic Acids Research 46 D1 (2017): D788-D793. http://dx.doi.org/10.1093/nar/gkx921.
    10.1093/nar/gkx921
  12. Magno, Ramiro; Duarte, Isabel; Andrade, Raquel P.; Isabel Palmeirim. "rdml: A Mathematica package for parsing and importing Real-Time qPCR data". BMC Research Notes 10 1 (2017): http://dx.doi.org/10.1186/s13104-017-2533-9.
    10.1186/s13104-017-2533-9
  13. Magno, Ramiro; Grieneisen, Verônica A; Marée, Athanasius FM. "The biophysical nature of cells: potential cell behaviours revealed by analytical and computational studies of cell surface mechanics". BMC Biophysics 8 1 (2015): http://dx.doi.org/10.1186/s13628-015-0022-x.
    10.1186/s13628-015-0022-x
  14. Duarte, Isabel; Nabuurs, Sander B.; Magno, Ramiro; Huynen, Martijn. "Evolution and Diversification of the Organellar Release Factor Family". Molecular Biology and Evolution 29 11 (2012): 3497-3512. http://dx.doi.org/10.1093/molbev/mss157.
    10.1093/molbev/mss157
Online resource
  1. Duarte, Isabel; Magno, Ramiro. ualg.dia.aberto | R Package | Bioinformatics interactive tutorial | Scientific outreach for high school students. 2022. https://github.com/instructr/ualg.dia.aberto.
  2. Duarte, Isabel; Magno, Ramiro. ualg.compbio | R Package | R programming interactive tutorials. 2022. https://github.com/instructr/ualg.compbio.
  3. Duarte, André; Magno, Ramiro; Paulo José Martel; Maia, Ana-Teresa. Corresponding author: Maia, Ana-Teresa. Alternative splicing in breast cancer risk. 2020. https://zenodo.org/record/3776118.
    10.5281/ZENODO.3776118
  4. Duarte, Isabel; Magno, Ramiro. Piromyces Laterally Transferred Metabolism | R notebook. 2018. https://doi.org/10.6084/m9.figshare.7173173.v2.
    10.6084/m9.figshare.7173173
Preprint
  1. Joana M. Xavier; Ramiro Magno; Roslin Russell; Bernardo P. de Almeida; Ana Jacinta-Fernandes; André Duarte; Mark Dunning; et al. "Mapping of cis-regulatory variants by differential allelic expression analysis identifies candidate causal variants and target genes of 41 breast cancer risk loci". 2022. https://doi.org/10.1101/2022.03.08.22271889.
    10.1101/2022.03.08.22271889

Intellectual property

Provisional application for patent
  1. 2021. "Methods of analysis of polymorphisms associated with allelic expression of PIK3CA in cancer and uses thereof".
    Protected

Other

Dataset
  1. Duarte, Isabel; Magno, Ramiro. gga.mirnas.qpcr | RData package | Data from the qPCR validation of miRNAs from gga_mirnOME | 2021. https://github.com/iduarte/gga.mirnas.qpcr (Private Repository until publication)..
  2. Maia-Fernandes, Ana; Martins-Jesus, Ana; Pais de Azevedo, Tomás Augusto Barreiros ; Magno, Ramiro; Duarte, Isabel; Andrade, Raquel P.. Chick Embryo Segmented Region Length | Dataset | 2023. FigShare.
    https://doi.org/10.6084/m9.figshare.22341070.v3
Other output
  1. Preferential allelic expression of PIK3CA mutations is frequent in breast cancer and is prognostically significant. 2021. Lizelle Correia; Joana M. Xavier; Magno, Ramiro; Bernardo P. de Almeida; Filipa Esteves; Duarte, Isabel; Matthew Eldridge; et al. https://doi.org/10.1101/2021.03.05.434137.
    10.1101/2021.03.05.434137
  2. FrozenChicken: Promoting the meta-analysis of chicken microarray data. 2021. Isabel Duarte; Marta Liber; Magno, Ramiro; Raquel P. Andrade. https://doi.org/10.1101/2021.02.25.432894.
    10.1101/2021.02.25.432894
  3. Alternative splicing regulation by GWAS risk loci for breast cancer. 2019. Juliana Machado; Ramiro Magno; Joana M Xavier; Ana-Teresa Maia. https://doi.org/10.1101/766394.
    10.1101/766394
  4. Piromyces Laterally Transferred Metabolism. The purpose of this analysis is to find if the connectivity of metabolic genes that are predicted to be Lateral Transfers from Bacteria to Piromyces is significantly different from what could be expected from randomly choosing edges (which correspond to enzymes) from the whole metabolic map.. 2018. Duarte, Isabel; Magno, Ramiro. https://doi.org/10.6084/m9.figshare.7173173.v2.
    10.6084/m9.figshare.7173173.v2
  5. R for Absolute Beginners | Hands-on Tutorial. R programming introduction for intense 2 day workshop. 2018. Magno, Ramiro; Duarte, Isabel. https://www.researchgate.net/publication/331209857_R_for_Absolute_Beginners_-_Hands-on_R_Tutorial.
    DOI: 10.13140/RG.2.2.23615.36000
Software
  1. Magno, Ramiro; Duarte, Isabel. "Read Mouse Genome Informatics Reports". 0.1.0. Pattern Institute. R. 2024.
    10.32614/CRAN.package.mgi.report.reader
  2. Magno, Ramiro. "lieves: Real-Time PCR Data Sets by Lievens et al. (2012)". 0.0.1. Pattern Institute. R. 2024.
    https://doi.org/10.32614/CRAN.package.lievens
  3. Magno, Ramiro. "karlen: Real-Time PCR Data Sets by Karlen et al. (2007)". 0.0.2. Pattern Institute. R. 2024.
    https://doi.org/10.32614/CRAN.package.karlen
  4. Magno, Ramiro. "sisti: Real-Time PCR Data Sets by Sisti et al. (2010)". 0.0.1. Pattern Institute. R. 2024.
    https://doi.org/10.32614/CRAN.package.sisti
  5. Magno, Ramiro. "boggy: Real-Time PCR Data Sets by Boggy et al. (2010)". 0.0.1. Pattern Institute. R. 2024.
    https://doi.org/10.32614/CRAN.package.boggy
  6. Rammprasad Ganapathy; Adam Forys; Edgar Manukyan; Rosemary Li; Preetesh Parikh; Lisa Houterloot; Yogesh Gupta; Omar Garcia; Magno, Ramiro. "SDTM Data Transformation Engine". 0.0.0.9006. Clinical Data Interchange Standards Consortium. R. 2024.
  7. Magno, Ramiro. "CDISC SDTM Controlled Terminology". 0.0.1. Pattern Institute. R. 2024.
  8. Magno, Ramiro. "guescini: Real-Time PCR Data Sets by Guescini et al. (2008)". 0.1.0. Pattern Institute. R. 2024.
    https://doi.org/10.32614/CRAN.package.guescini
  9. Duarte, Isabel; Magno, Ramiro. "tdp43 | R package". Universidade do Algarve. GitHub | https://github.com/patterninstitute/tdp43 (Private Repository until publication). 2023.
  10. Magno, Ramiro. "Quarto format for Wiley's New Journal Design (NJD)". 0.1.0. Pattern Institute. R Quarto. 2023.
    10.5281/zenodo.8172098
  11. Magno, Ramiro; Monteiro, Pedro; Bentes, Luis. "eunis.habitats | An R data package that provides the EUNIS Habitat Classification in tidy format.". 0.1.0. Pattern Institute. R. 2023.
    https://doi.org/10.32614/CRAN.package.eunis.habitats
  12. Magno, Ramiro. "rutledge: R Data Package: qPCR data set by Rutledge et al. (2004)". 0.1.0. Pattern Institute. 2023.
    https://doi.org/10.32614/CRAN.package.rutledge
  13. Magno, Ramiro. "batsch: R Data Package: Real-Time PCR Data Sets by Batsch et al. (2008)". 0.1.0. Pattern Institute. 2023.
    https://doi.org/10.32614/CRAN.package.batsch
  14. Magno, Ramiro. "ruijter: R Data Package: Technical Data Sets by Ruijter et al. (2013)". 0.1.2. Pattern Institute. 2023.
    https://doi.org/10.32614/CRAN.package.ruijter
  15. Magno, Ramiro; Gonçalo Magno; Hirotada Okawa. "w4: W4 Method for Nonlinear Root Finding". 0.1.0. Pattern Institute. R. 2023.
  16. Magno, Ramiro. "fluents: Phase Plane Analysis of Low-Dimensional Ordinary Differential Equation Models". 0.1.0. Pattern Institute. R. 2023.
  17. Magno, Ramiro. "vermeulen: R Data Package: Biomarker Data Set by Vermeulen et al. (2009)". 0.1.1. Pattern Institute. 2022.
    https://doi.org/10.32614/CRAN.package.vermeulen
  18. Magno, Ramiro; Duarte, Isabel; Maia, Ana-Teresa. "quincunx: an R package to query, download and wrangle PGS Catalog data". 0.1.5. Centro de Investigação em Tecnologias e Serviços de Saúde. 2022.
    10.1101/2021.02.19.431997
  19. Magno, Ramiro; Duarte, Isabel; Maia, Ana-Teresa. "agvgd: An R Implementation of the Align-GVGD Method". 0.1.2. Pattern Institute. R. 2022.
    https://doi.org/10.32614/CRAN.package.agvgd
  20. Magno, Ramiro; Maia, Ana-Teresa; Jacob Munro. "hgnc: Download and Import the HUGO Gene Nomenclature Committee (HGNC) Data Set into R". 0.1.5. Pattern Institute. R. 2022.
    https://doi.org/10.32614/CRAN.package.hgnc
  21. Magno, Ramiro; Duarte, Isabel; Maia, Ana-Teresa. "protean: Sequence Profiles of OncoKB Genes". 0.1.2. Pattern Institute. R. 2022.
  22. Magno, Ramiro. "Import WIG Data into R in Long Format". 0.1.0. Pattern Institute. 2021.
    https://doi.org/10.32614/CRAN.package.wig
  23. Magno, Ramiro; Duarte, Isabel; Maia, Ana-Teresa. "grantham: calculate the Grantham Distance". 0.1.1. Pattern Institute. R. 2021.
    https://doi.org/10.32614/CRAN.package.grantham
  24. Magno, Ramiro; Maia, Ana-Teresa. "gwasrapidd: an R package to query, download and wrangle GWAS Catalog data". 0.99.17. Pattern Institute. R. 2019.
  25. Magno, Ramiro; Duarte, Isabel; Maia, Ana-Teresa. "ensemblr: R Client for the Ensembl REST API". 0.1.0. Pattern Institute. R. 2019.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2011/10/12 Concurrent sigmoidal curve fitting for reliable RT-qPCR absolute quantification 2011 Annual Science Meeting
John Innes Centre and Sainsbury Laboratory (Norwich, United Kingdom)

Event organisation

Event name
Type of event (Role)
Institution / Organization
2023/10/31 - 2023/11/03 R-Mind: Unlocking the Potential of R Data Analysis for Biomolecular Research | 3-days international workshop | ESN-ISN Neurochemistry School 2023 (2023/10/31 - 2023/11/03)
Workshop (Member of the Organising Committee)
Universidade do Algarve, Portugal
2023/04/20 - 2023/04/25 ENCODS 2023 Workshop | Publication ready graphs using R. (2023/05/02 - 2023/05/02)
Workshop (Member of the Organising Committee)
Universidade do Algarve Algarve Biomedical Center Research Institute, Portugal
2022/10/26 - 2022/10/28 Tidy data and visualisation with R. | In research, a significant amount of effort is spent cleaning data to get it ready for visualisation and analysis. This course will teach you how to convert your messy dataset into tidy data using R for easy data visual exploration and analysis. URL: https://www.ccmar.ualg.pt/advanced-tech-training/tidy-data-visualisation-r. (2022/10/26 - 2022/10/28)
Workshop (Member of the Scientific Committee)
Centro de Ciências do Mar, Portugal
2019/05/27 - 2019/05/28 Workshop | R for Absolute Beginners, 7th edition (2019/05/27 - 2019/05/28)
Workshop (Co-organisor)
Centro de Ciências do Mar, Portugal
2018/06/04 - 2018/06/05 Workshop | R for Absolute Beginners, 6th edition (2018/06/04 - 2018/06/05)
Workshop (Co-organisor)
Centro de Ciências do Mar, Portugal
2017/06/05 - 2017/06/06 Workshop | R for Absolute Beginners, 4th edition (2017/06/05 - 2017/06/06)
Workshop (Co-organisor)
Centro de Ciências do Mar, Portugal
2017/05/29 - 2017/05/30 Workshop | R for Absolute Beginners, 3rd edition (2017/05/29 - 2017/05/30)
Workshop (Co-organisor)
Centro de Ciências do Mar, Portugal

Event participation

Activity description
Type of event
Event name
Institution / Organization
2023/10/18 - 2023/10/18 Hands-on workshop on how to perform machine learning using the R package `{tidymodels}` and friends.
Workshop
Introduction to Machine Learning with {tidymodels} / R in Pharma
R Consortium, United States
2023/10/18 - 2023/10/18 Hands-on workshop on how to perform clinical trial design and simulations using the R package `{targets}` and friends.
Workshop
Leveraging {targets} and {crew} to simulate clinical trials / R in Pharma 2023
R Consortium, United States
2023/09/11 - 2023/09/15 Open Research Hybrid Summer School 2023. The LMU Open Science Center organises this hybrid open research summer school to allow early-career researchers to gain more trust in the research that they do, and make it as credible as it can be in the eyes of their peers, the public, and funding agencies.
Workshop
LMU Open Science Center Summer School 2023
Ludwig-Maximilians-Universität München, Germany
2023/07/20 - 2023/07/20 Webinar about algorithms and their use in driving metadata-driven automation
Seminar
Introduction to Algorithms - Introduction to Algorithms and their use in driving metadata-driven automation
Clinical Data Interchange Standards Consortium, United States
2023/07/13 - 2023/07/13 Webinar about Conceptual & Operational Standards Metadata Services (COSMoS).
Seminar
CDISC Biomedical Concepts
Clinical Data Interchange Standards Consortium, United States
2023/07/11 - 2023/07/11 Introduction to the CDISC Library Data Standards Browser (DSB) and CDISC Library API portal (API portal).
Seminar
CDISC Library Training
Clinical Data Interchange Standards Consortium, United States
2023/07/05 - 2023/07/07 Ciência 2023 | Portuguese Science Summit. Science and ocean beyond the horizon.
Conference
Ciência 2023
Universidade de Aveiro, Portugal
2023/06/27 - 2023/06/27 OAK Garden is part of the "next-generation" solution for Roche's data and analytics platforms to move towards increased automation. The OAK Garden will be used by the Data Science teams to produce SDTM.
Seminar
OAK-SDTM Automation Project Kick-Off
Clinical Data Interchange Standards Consortium, United States
2021/02/26 - 2021/02/26 hSNS Workshop 2021 | Portuguese public hospital performance assessment using a multi-criteria decision analysis framework. A multi-perspective look at the healthcare sector. OR innovation applied to healthcare.
Workshop
hSNS Workshop 2021
Universidade de Lisboa Instituto Superior Técnico, Portugal
2021/02/03 - 2021/02/05 Ensembl REST API Workshop | 3 day course taught by the EMBL-EBI training team
Workshop
Ensembl REST API Workshop
European Bioinformatics Institute, United Kingdom
2021/01/26 - 2021/01/28 Ensembl Browser Workshop | 3 day course taught by the EMBL-EBI training team
Workshop
Ensembl Browser Workshop
European Bioinformatics Institute, United Kingdom

Ad Hoc journal article review

Journal title (ISSN) Publisher
2023/07 - Current Frontiers in Cell and Developmental Biology (2296-634X) Lausanne: Frontiers Media S.A.

Association member

Society Organization name Role
2023/05 - Current Pattern Institute Director

Consulting

Activity description Institution / Organization
2024/05 - Current R package development in the context of https://github.com/pharmaR repositories. Pattern Institute, Portugal
2023/09 - Current Bioinformatics Consulting Pattern Institute, Portugal
2023/04/18 - Current Designing, developing, testing, and maintaining the R packages: {mint}, {oak}, and {raw.synthetic.data}, from the CDISC OAK-SDTM Automation project. Clinical Data Interchange Standards Consortium, United States
Distinctions

Award

2020 Academic Merit Scholarship Award
Universidade do Algarve Faculdade de Economia, Portugal