Novel Breakthrough in Elephantiasis Dark Proteome
Open-access research work recently led to Dark Protein Project Founder Shawnak Shivakumar to include data in a peer-reviewed publication that discovered the function of nearly dark 14,000 proteins in the roundworm W. bancrofti. UPDATE: 10/13/2025
Shawnak Shivakumar
8/8/20251 min read


Open-access research from The Dark Protein Project has led to a major breakthrough in understanding the biology of Wuchereria bancrofti, the parasitic worm responsible for lymphatic filariasis (elephantiasis).
Our latest publication, now available on arXiv, details the discovery of functional annotations for nearly 14,000 previously uncharacterized (“dark”) proteins in W. bancrofti. This marks a milestone in our effort to decode one of the least understood proteomes in global health: illuminating targets that could one day guide new antiparasitic therapies.
This achievement represents the culmination of thousands of collective contributions: from community participants labeling protein structures to researchers refining deep-learning pipelines. Together, this collaboration demonstrates how citizen science and AI can accelerate discovery in neglected tropical diseases.
The Dark Protein Project remains committed to expanding this work across other parasites and pathogens, bringing the hidden biology of disease into the light.
Contact
shawnak@darkprotein.org
shawnak.shivakumar@gmail.com
