The Knowledge Catalyst

Mahnoor Zulfiqar: Tackling the bottleneck in metabolomics with a FAIR computational workflow.

32 min · 12. touko 2025
jakson Mahnoor Zulfiqar: Tackling the bottleneck in metabolomics with a FAIR computational workflow. kansikuva

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In the very first episode of The Knowledge Catalyst, Dr. Mahnoor Zulfiqar, postdoctoral fellow at EMBL, shares how she builds FAIR computational workflows to tackle challenges in metabolomics. From identifying unknown compounds using marine-derived metabolites to integrating tools across platforms with Docker and CWL, Mahnoor’s work enhances reproducibility and supports drug discovery. We explore how standardized, interoperable workflows can improve confidence in data analysis—and rebuild public trust in science. For the accompanying resources, please visit: https://www.embl.org/about/info/open-science/mahnoor-zulfiqar-tackling-the-bottleneck-in-metabolomics-with-a-fair-computational-workflow/

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jakson Jean-Karim Heriché: Open Science must be the standard for modern research kansikuva

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jakson Mahnoor Zulfiqar: Tackling the bottleneck in metabolomics with a FAIR computational workflow. kansikuva

Mahnoor Zulfiqar: Tackling the bottleneck in metabolomics with a FAIR computational workflow.

In the very first episode of The Knowledge Catalyst, Dr. Mahnoor Zulfiqar, postdoctoral fellow at EMBL, shares how she builds FAIR computational workflows to tackle challenges in metabolomics. From identifying unknown compounds using marine-derived metabolites to integrating tools across platforms with Docker and CWL, Mahnoor’s work enhances reproducibility and supports drug discovery. We explore how standardized, interoperable workflows can improve confidence in data analysis—and rebuild public trust in science. For the accompanying resources, please visit: https://www.embl.org/about/info/open-science/mahnoor-zulfiqar-tackling-the-bottleneck-in-metabolomics-with-a-fair-computational-workflow/

12. touko 202532 min