2024
Supervised latent factor modeling isolates cell-type-specific transcriptomic modules that underlie Alzheimer’s disease progression
Hodgson L, Li Y, Iturria-Medina Y, Stratton J, Wolf G, Krishnaswamy S, Bennett D, Bzdok D. Supervised latent factor modeling isolates cell-type-specific transcriptomic modules that underlie Alzheimer’s disease progression. Communications Biology 2024, 7: 591. PMID: 38760483, PMCID: PMC11101463, DOI: 10.1038/s42003-024-06273-8.Peer-Reviewed Original ResearchConceptsGene programAlzheimer's diseaseLate-onset Alzheimer's diseaseAD risk lociCell type-specificSingle-nucleus RNA sequencingRisk lociAD brainAlzheimer's disease progressionSnRNA-seqRNA sequencingAD pathophysiologySignaling cascadesTranscriptome modulationProgressive neurodegenerative diseaseCell-typeGWASNeurodegenerative diseasesNeuronal lossGlial cellsTranscriptomeLociGenesPseudo-trajectoriesDisease progressionParasympathetic neurons derived from human pluripotent stem cells model human diseases and development
Wu H, Saito-Diaz K, Huang C, McAlpine J, Seo D, Magruder D, Ishan M, Bergeron H, Delaney W, Santori F, Krishnaswamy S, Hart G, Chen Y, Hogan R, Liu H, Ivanova N, Zeltner N. Parasympathetic neurons derived from human pluripotent stem cells model human diseases and development. Cell Stem Cell 2024, 31: 734-753.e8. PMID: 38608707, PMCID: PMC11069445, DOI: 10.1016/j.stem.2024.03.011.Peer-Reviewed Original ResearchConceptsAutonomic nervous systemSjogren's syndromeParasympathetic neuronsFamilial dysautonomiaWhite adipocytesAutoimmune disease Sjogren's syndromeHuman pluripotent stem cellsHuman pluripotent stem cell (hPSC)-derived neuronsHuman developmental studiesPluripotent stem cellsSARS-CoV-2 infectionSchwann cell progenitorsAutonomic neuropathyCell progenitorsStem cellsModel systemNervous systemSARS-CoV-2Human diseasesDysfunctionNeuronsDifferentiation paradigmOrgan developmentNeuropathyDrug discovery studies
2023
Trellis tree-based analysis reveals stromal regulation of patient-derived organoid drug responses
Ramos Zapatero M, Tong A, Opzoomer J, O'Sullivan R, Cardoso Rodriguez F, Sufi J, Vlckova P, Nattress C, Qin X, Claus J, Hochhauser D, Krishnaswamy S, Tape C. Trellis tree-based analysis reveals stromal regulation of patient-derived organoid drug responses. Cell 2023, 186: 5606-5619.e24. PMID: 38065081, DOI: 10.1016/j.cell.2023.11.005.Peer-Reviewed Original Research
2013
viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia
Amir el-AD, Davis KL, Tadmor MD, Simonds EF, Levine JH, Bendall SC, Shenfeld DK, Krishnaswamy S, Nolan GP, Pe'er D. viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia. Nature Biotechnology 2013, 31: 545-552. PMID: 23685480, PMCID: PMC4076922, DOI: 10.1038/nbt.2594.Peer-Reviewed Original Research