2024
SDePER: a hybrid machine learning and regression method for cell-type deconvolution of spatial barcoding-based transcriptomic data
Liu Y, Li N, Qi J, Xu G, Zhao J, Wang N, Huang X, Jiang W, Wei H, Justet A, Adams T, Homer R, Amei A, Rosas I, Kaminski N, Wang Z, Yan X. SDePER: a hybrid machine learning and regression method for cell-type deconvolution of spatial barcoding-based transcriptomic data. Genome Biology 2024, 25: 271. PMID: 39402626, PMCID: PMC11475911, DOI: 10.1186/s13059-024-03416-2.Peer-Reviewed Original Research
2023
PCSK6 and Survival in Idiopathic Pulmonary Fibrosis
Oldham J, Allen R, Lorenzo-Salazar J, Molyneaux P, Ma S, Joseph C, Kim J, Guillen-Guio B, Hernández-Beeftink T, Kropski J, Huang Y, Lee C, Adegunsoye A, Pugashetti J, Linderholm A, Vo V, Strek M, Jou J, Muñoz-Barrera A, Rubio-Rodriguez L, Hubbard R, Hirani N, Whyte M, Hart S, Nicholson A, Lancaster L, Parfrey H, Rassl D, Wallace W, Valenzi E, Zhang Y, Mychaleckyj J, Stockwell A, Kaminski N, Wolters P, Molina-Molina M, Banovich N, Fahy W, Martinez F, Hall I, Tobin M, Maher T, Blackwell T, Yaspan B, Jenkins R, Flores C, Wain L, Noth I. PCSK6 and Survival in Idiopathic Pulmonary Fibrosis. American Journal Of Respiratory And Critical Care Medicine 2023, 207: 1515-1524. PMID: 36780644, PMCID: PMC10263132, DOI: 10.1164/rccm.202205-0845oc.Peer-Reviewed Original ResearchConceptsGenome-wide significanceTransplantation-free survivalIdiopathic pulmonary fibrosisStage IIPF survivalDownstream analysisPulmonary fibrosisIPF progressionWide association studyPeripheral blood gene expressionProportional hazards regressionStage II casesLimited treatment optionsStage I casesBlood gene expressionGene expressionAssociation studiesMolecular determinantsHazards regressionTreatment optionsPlasma concentrationsLung parenchymaConsistent effect directionMolecular driversProtein