Career Profile
PhD bioinformatics with major in molecular biolgy. Interested in: open science, data anlysis, genomics and genetic. Passionate about communication, storytelling and writing.
Experiences
I joined the Team to support:
- Event management: coordination, organisation, communication and team coordination for the Long Night of Science and Wissenstadt
- Scientific Writing and Data Analysis for “Meeting the call for change towards Open Science through training - Insights into training programs and program development for early career researchers”
- Public Engagement: Long Night of Science, Wissenstadt and “Open your DNA” workshops for high-school students
My core research idea is to develop a computational model to associate regulatory regions and their target genes using data integration approaches:
- Integrated various datasets (H3K4me1,H3K27ac, DNAme, DHS, HiC) and algorithms (elastic net, random forest, distance correlation and correlation)
- Developed two R packages: reg2gene and myDNA
- Started myDNA blog and developed myDNA Shiny App
I focused on improving machine learning models to calculate polygenic risk score
- Performed GWAS and analysis of exome datasets
- Tested LASSO, ridge regression, random forest, CART calculation for polygenic risk scores for metabolic syndrome
- Co-authored 1 publication
I supported epidemiological research of infectious diseases:
- Published 2 systematic reviews and meta-analyses
- Developed guidelines to improve research design of future association studies
- Awarded with the New Voices in Global Health Award at the World Health Summit
I assisted in establishing and managing the Croatian National Biobank:
- Interviewed and phenotyped >500 participants
- Participated in collection and processing of human tissues and other samples
- Created and maintained filing system for storing records
- Contributed to the development and maintenance of SOPs
- Graduated with topic in population genetics: Genetic structure of the human population of Korčula island
- Analyzed genotypes of thousand Croatian individual with R, STRUCTURE, ADMIXTURE, PLINK, and ADMIXTOOLS softwares.
- Collected samples and data in >100 speleological objects during multiple speleological expeditions in different EU countries
- Reached the bottom of the deepest Croatian cave: Lukina Jama - Trojama (-1431m)
- Awarded with The Rector’s Award for “Phylogenetic analysis of endemic bivalve Congeria kusceri Bole, 1962 (Dreissenidae, Bivalvia).”
- Mastered problem solving skills in the wet lab environment: PCR, DNA isolation and sequencing, cell and bacterial culture manipulation…
- Awarded with: The City of Zagreb Scholarship, University of Zagreb Scholarship for Top Students
I have been actively engaged in the scientific research since 2004:
- Conducted research projects:Mendel’s laws applied on the history of one dog family (2004), Human evolution: biology or math? (2005), Cariogram of some fish species (2006)
- Developed strong analytical skills at the: Summer School of Biology (2004-2006) and Summer School of Science (2006)
- Developed strong communication and presenting skills by giving talks at the: National Competitions, Faculty of Science (2005), Matrix Croatica (2004-2006)
- Awarded with: 1st prize at the National Competition in Biology (2004), 2nd prize at the National Competition in Biology (2005 - 2006)
Projects
ORION
- Open Responsible research and Innovation to further Outstanding kNowledge
myDNA
- R package for the analysis of direct-to-consumer (DTC) reported genotypes from companies such as myHeritage, 23andMe, ancestryDNA, etc.
climbersforclimbers
- Web-site with chains of interviews with climbers - coming in January 2020
PREPARE
- Platform for European Preparedness Against (Re-)emerging Epidemics
Publications
Host genetics and susceptibility to congenital and childhood cytomegalovirus infection: a systematic review.
Nutrients 12:4 (2020): 1164
Host genetics and susceptibility to congenital and childhood cytomegalovirus infection: a systematic review.
Croatian medical journal 57.4 (2016): 321-330.
Directional dominance on stature and cognition in diverse human populations.
Nature 523.7561 2015: 459-462.
The role of host genetic factors in respiratory tract infectious diseases: systematic review, meta-analyses and field synopsis.
Scientific Reports 2015
Homozygous loss-of-function variants in European cosmopolitan and isolate populations
Human molecular genetics (2015): ddv272
Conferences and talks
Future of Science Communication Conference
European Human Genetics Conference
FEBS Advanced Course 3rd Danube Conference on Epigenetics
EMBO Conference: Principles of Chromosomal Structure and Function
CRG and BIMSB Retreat
European Human Genetics Conference
Bioinformatics Social Meeting
EMBO Conference: From functional genomics to systems biology
World Health Summit
21st International Conference on Subterranean Biology
Scientific symposium: Special values of deep karst.
18th International Karstological School - Classical Karst