Author

Madeleine Pittigher

University of California San Diego

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

Biology Disciplines

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Genomics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 2 Organism:human· 2 Assay:scRNA-seq· 2 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Kyle J. GaultoniD· 2 shared Agnieszka D’Antonio‐ChronowskaiD· 1 shared Allen S. WangiD· 1 shared Charles Dana· 1 shared Franck Mauvais‐JarvisiD· 1 shared Gail H. DeutschiD· 1 shared Hannah M MummeyiD· 1 shared Jacinta D. LuceroiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersSystems Biology

Kyle J. GaultonORCID

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2 papers

Recent·Most cited

Supervised machine learning identifies impaired mitochondrial quality control in β cells with development of type 2 diabetes

Mirza Muhammad Fahd Qadir, Charles Dana, Madeleine Pittigher, Paul Mauvais-Jarvis, Nazmul Haque, Theodore dos Santos, Patrick E. MacDonald, Kyle J. Gaulton, Franck Mauvais‐Jarvis

The paper uses supervised machine learning to identify impaired mitochondrial quality control in β cells associated with type 2 diabetes using single-cell RNA sequencing data.

npj Systems Biology and Applications · May 18, 2026Peer-reviewedSystems Biology

Single cell and spatial characterization of the human pancreas reveals drivers of beta cell dysfunction in cystic fibrosis

Hannah M Mummey, Sierra Corban, Jacinta D. Lucero, Rebecca L. Melton, Madeleine Pittigher, Victoria C. Johnston, Gail H. Deutsch, Agnieszka D’Antonio‐Chronowska, Allen S. Wang, Rebecca L. Hull-Meichle, Kyle J. Gaulton

This study uses single-cell and spatial profiling to identify cellular and molecular drivers of beta cell dysfunction in the pancreas of cystic fibrosis patients.

bioRxiv · Dec 16, 2025 · PreprintGenomics