Disease Transcriptomics Lab · NOVA Medical School & GIMM, Lisbon
Research interests: Computational biology · Evolutionary medical genomics · RNA Biology · Biomedical data science methodology · Critical thinking
Nuno graduated in Technologic Physics Engineering from Instituto Superior Técnico (Lisbon, Portugal) in 2000. The research on cardiovascular variability associated with the degree's final project took place at the University of Lisbon Medical School, under the supervision of the late Professor Luis Silva Carvalho.
He completed a Graduate Program in Biophysics and Biomedical Engineering at IBEB, Faculty of Sciences of the University of Lisbon in 2001.
He then did his PhD in Biomedical Sciences at the Instituto de Medicina Molecular / University of Lisbon Medical School with Maria do Carmo Fonseca. Most of the PhD research took place at the University of Cambridge with Samuel Aparicio. He also visited the lab of Juan Valcárcel at EMBL Heidelberg for a few months in 2002. His PhD work involved bioinformatics studies on the complexity of splicing and gene expression, including studies on the evolution of splicing factors.
Nuno was a postdoctoral member of the Computational Biology Group at the University of Cambridge,
led by Simon Tavaré and based at the
CRUK Cambridge Research Institute,
from 2006 to July 2010. His main research was focused on understanding the complexity of gene
expression regulation and its impact on disease mechanisms, namely oncogenesis. He collaborated
with the Odom
Group in determining the molecular mechanisms responsible for the stability of
transcriptional programs by decoupling the
relative contributions of cistrans effects on
histone mark patterning, transcription factor binding, and gene
expression, as well as studying the regulation of
lineage-specific retrotransposons and repeat elements. Such work
involved the analysis, annotation and integration of different
sorts of array and sequence information.
He also contributed to the complete transcriptomic and genomic reannotation of Illumina BeadArray probe sequences, as the original annotation is shown to bias the interpretation of cancer data. This is part of a general pipeline for microarray probe reannotation. Nuno's efforts have also contributed for the development of several microarray-related methodologies.
In Cambridge, Nuno has also contributed with microarray annotation and sequence analysis for several cancer research studies.
Nuno joined the Blencowe Lab at the University of Toronto in August 2010, where he was involved in the analysis of mRNA-seq data for the inference of tissue- and species-specific alternative splicing patterns. He was awarded a Postdoctoral Fellowship from the Canadian Institutes of Health Research and a Marie Curie International Outgoing Fellowship.
Nuno moved in June 2013 to the iMM (now GIMM) for the return phase of his Marie Curie Fellowship. He was also, from October 2013 to April 2015, an Honorary Senior Research Fellow at the Nuffield Department of Obstetrics and Gynaecology of the University of Oxford.
He received an EMBO Installation Grant and an FCT Investigator Starting Grant, establishing his independent research group in early 2015 at the iMM (now GIMM), where he was based until 2025. In 2020, he was awarded a 6-year Assistant Researcher contract in FCT's Individual Call to Scientific Employment Stimulus.
Nuno was an Invited Associate Professor at the Faculty of Medicine, University of Lisbon from 2020 to 2025, where he taught Bioinformatics to Masters students in Biomedical Engineering, Oncobiology, and Biomedical Research.
He received the University of Lisbon / Caixa Geral de Depósitos 2024 Scientific Award in Biomedical Sciences. Since October 2024, he coordinates the Twinning project BIOMICS, funded by the European Union, aimed at "Fostering Excellent Research, Training and Innovation in Biomedical Data Science".
★ denotes key papers · (* co-first authors) · (+ corresponding author)