Evidence map›Paper›PMID 42136752›Full record

ArticleBioinformatics advances2026

20 Years of the ISCB Student Council Symposium: shaping computational biology and future leaders.

Miguel Fernandez-Martin, Ana Castillo-Orozco, Miriam Poley-Gil, Iria Pose-Lagoa, Sebastián Urquiza-Zurich, Othmane Hayoun-Mya, Diego Machado-Reyes, Mirko Treccani, Laura Veschetti, Juan D Carvajal-Agudelo and 4 more

Abstract read
In one paragraph

Article in Bioinformatics advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Miguel Fernandez-MartinComputational Biology Group, Life Sciences Department, Barcelona Supercomputing Center (BSC-CNS), Barcelona, Spain.
Ana Castillo-OrozcoResearch Institute, McGill University Health Centre (RI-MUHC), Montreal, Canada.
Miriam Poley-GilComputational Biology Group, Life Sciences Department, Barcelona Supercomputing Center (BSC-CNS), Barcelona, Spain.
Iria Pose-LagoaComputational Biology Group, Life Sciences Department, Barcelona Supercomputing Center (BSC-CNS), Barcelona, Spain.
Sebastián Urquiza-ZurichAdvanced Center for Chronic Diseases (ACCDiS), Faculty of Chemical and Pharmaceutical Sciences, University of Chile, Santiago, Chile.ORCID https://orcid.org/0000-0002-8064-330X
Othmane Hayoun-MyaComputational Biology Group, Life Sciences Department, Barcelona Supercomputing Center (BSC-CNS), Barcelona, Spain.
Diego Machado-ReyesBiomedical Engineering Department, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, New York, NY, United States.
Mirko TreccaniHuman Nutrition Unit, Department of Food and Drug, University of Parma, Parma, Italy.
Laura VeschettiInfections and Cystic Fibrosis Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milano, Italy.
Juan D Carvajal-AgudeloDepartment of Biology, Mount Saint Vincent University, Halifax, Canada.
Lillian Marie BollDepartment, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.
Albert Garcia-ValienteMELIS Department, Pompeu Fabra University, Barcelona, Spain.
R Gonzalo ParraEvolutionary Systems Biophysics Group, Life Sciences Department, Barcelona Supercomputing Center (BSC-CNS), Barcelona, Spain.
Gabriel J Olguín-OrellanaDepartamento de Farmacología, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción, 4030000, Chile.ORCID https://orcid.org/0000-0003-1239-5962

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Over the past two decades, the Student Council Symposium (SCS), the flagship event of the ISCB Student Council, has grown into a vital forum for early-career researchers in computational biology. Since its inception in 2005, the SCS has served as a platform for scientific exchange, skill development, and community building in a student-led, globally inclusive environment. The 20th edition, held in 2024 in Montréal, Canada, continued the symposium's tradition of global engagement and hybrid accessibility, reaffirming a commitment to in-person dialogue. This article presents a comprehensive retrospective of the evolution of computational biology through the lens of SCS. We trace key advances from genome-scale analyses and structural modeling to single-cell and AI-driven bioinformatics. Based on SCS2024 talks and keynotes, we illustrate how emerging interdisciplinary methods have reshaped the field. We also highlight parallel efforts in global education, regional expansion, and equity, diversity, and inclusion initiatives. This retrospective shows how SCS has not only reflected the transformation of the field but also played a key role in shaping emerging leaders in bioinformatics.

Identifiers

PMID42136752
PMCPMC13171220

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.