Author

Ishita Mangla

Stanford University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:large language model· 1

Frequent Co-Authors

Daniele MericoiD· 1 shared Giovanni PallaiD· 1 shared Rohit Khurana· 1 shared Siddhant SanghiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Daniele MericoORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

SigSpace: an LLM-based agent for drug responsesignature interpretation

Rohit Khurana, Ishita Mangla, Giovanni Palla, Siddhant Sanghi, Daniele Merico

SigSpace uses an LLM to interpret drug response signatures from cancer cell lines, generating summaries that outperform random baselines in matching to drug identity or mechanism of action.

bioRxiv · Dec 5, 2025 · PreprintBioinformatics