2025
A robust multiplex-DIA workflow profiles protein turnover regulations associated with cisplatin resistance and aneuploidy
Salovska B, Li W, Bernhardt O, Germain P, Wang Q, Gandhi T, Reiter L, Liu Y. A robust multiplex-DIA workflow profiles protein turnover regulations associated with cisplatin resistance and aneuploidy. Nature Communications 2025, 16: 5034. PMID: 40447611, PMCID: PMC12125295, DOI: 10.1038/s41467-025-60319-x.Peer-Reviewed Original ResearchConceptsMS platformsMass spectrometryDrug discoveryCisplatin resistanceDegradation kineticsDegradation profileAssociated with cisplatin resistanceProtein turnoverLabeled channelsProtein complex subunitsRespiratory complex IMitochondrial metabolic adaptationRobust workflowProtein degradation profilesCancer cell modelsMeasure protein turnoverProtein turnover regulationProteome dynamicsSpectrometryHigh-throughputComplex ICellular processesComplex subunitsSILAC labelingAneuploid genomesCrystal structure of Isthmin-1 and reassessment of its functional role in pre-adipocyte signaling
Li T, Stayrook S, Li W, Wang Y, Li H, Zhang J, Liu Y, Klein D. Crystal structure of Isthmin-1 and reassessment of its functional role in pre-adipocyte signaling. Nature Communications 2025, 16: 3580. PMID: 40234450, PMCID: PMC12000326, DOI: 10.1038/s41467-025-58828-w.Peer-Reviewed Original ResearchConceptsThrombospondin type I repeatsIsthmin-1Pre-adipocytesType I repeatsBacterial streptavidinSurface helicesI repeatsMolecular detailsDiverse functionsFunctional studiesAkt phosphorylationFunctional roleStructural plasticityInsulin-like propertiesCrystal structureAMOPGrowth factorDomainPhosphorylationApoptosisLiver steatosisProteinHelixAktStreptavidinOnline Alkaline-pH Reversed-Phase Nanoelectrospray-Tandem Mass Spectrometry Complements Traditional Phosphoproteomic Analysis via Influencing Charge State Distribution of Phosphopeptides
Wang Y, Gao J, Xie W, Tang M, Chen X, Chen L, Chen H, Yang Z, Gao Q, Liu Y, Zhou H. Online Alkaline-pH Reversed-Phase Nanoelectrospray-Tandem Mass Spectrometry Complements Traditional Phosphoproteomic Analysis via Influencing Charge State Distribution of Phosphopeptides. Journal Of Proteome Research 2025, 24: 2443-2453. PMID: 40205994, DOI: 10.1021/acs.jproteome.4c01091.Peer-Reviewed Original ResearchConceptsNanoelectrospray tandem mass spectrometryPhosphopeptide enrichment techniquesNanoelectrospray ionizationTandem MSMass spectrometerC18 columnNormal adjacent tissuesMass spectrometryPairs of hepatocellular carcinomaPhosphorylated peptidesLiquid chromatography fractionationPhosphopeptidesHigh pHActual polarizationBiological functionsPhosphoproteomic analysisChromatography fractionsIonizationSpectrometryLow pHEnrichment techniquesHepatocellular carcinomaSpectrometerAdjacent tissuesGlobal phosphorylationAn in vivo screen identifies NAT10 as a master regulator of brain metastasis
Chen J, Xu P, Cai W, Chen H, Wingrove E, Shi X, Li W, Biancon G, Zhang M, Balabaki A, Krop E, Asare E, Zhang Y, Yin M, Tebaldi T, Meier J, Westbrook T, Halene S, Liu Y, Shen H, Nguyen D, Yan Q. An in vivo screen identifies NAT10 as a master regulator of brain metastasis. Science Advances 2025, 11: eads6021. PMID: 40138393, PMCID: PMC11939035, DOI: 10.1126/sciadv.ads6021.Peer-Reviewed Original ResearchConceptsPhosphoserine aminotransferase 1Metastasis in vivoIn vivo screeningRNA helicase domainRegulator of brain metastasisMetastatic breast cancer cellsBrain metastasis in vivoBrain metastasesRNA helicaseCell growth in vitroBreast cancer cellsCancer cell proliferationSerine biosynthesisEpigenetic regulationGrowth in vitroNAT10Migration in vitroCancer cellsTumor growthCell proliferationPrimary tumor growthDrivers of brain metastasesRNACancer metastasisCancer-related deathsHuman and mouse proteomics reveals the shared pathways in Alzheimer’s disease and delayed protein turnover in the amyloidome
Yarbro J, Han X, Dasgupta A, Yang K, Liu D, Shrestha H, Zaman M, Wang Z, Yu K, Lee D, Vanderwall D, Niu M, Sun H, Xie B, Chen P, Jiao Y, Zhang X, Wu Z, Chepyala S, Fu Y, Li Y, Yuan Z, Wang X, Poudel S, Vagnerova B, He Q, Tang A, Ronaldson P, Chang R, Yu G, Liu Y, Peng J. Human and mouse proteomics reveals the shared pathways in Alzheimer’s disease and delayed protein turnover in the amyloidome. Nature Communications 2025, 16: 1533. PMID: 39934151, PMCID: PMC11814087, DOI: 10.1038/s41467-025-56853-3.Peer-Reviewed Original ResearchConceptsAlzheimer's diseaseProtein turnoverMouse model of amyloidosisMulti-omics analysisMurine model of Alzheimer's diseaseModel of Alzheimer's diseaseModel of amyloidosisProteome turnoverMouse proteomeGenetic incorporationAD pathwayAmyloid formationBrain proteomeMulti-OmicsProteomic strategyAD progressionProteomicsProtein alterationsProteinDisease mechanismsAmyloidPathwayPotential targetMouse brainTurnover
2024
π-HuB: the proteomic navigator of the human body
He F, Aebersold R, Baker M, Bian X, Bo X, Chan D, Chang C, Chen L, Chen X, Chen Y, Cheng H, Collins B, Corrales F, Cox J, E W, Van Eyk J, Fan J, Faridi P, Figeys D, Gao G, Gao W, Gao Z, Goda K, Goh W, Gu D, Guo C, Guo T, He Y, Heck A, Hermjakob H, Hunter T, Iyer N, Jiang Y, Jimenez C, Joshi L, Kelleher N, Li M, Li Y, Lin Q, Liu C, Liu F, Liu G, Liu Y, Liu Z, Low T, Lu B, Mann M, Meng A, Moritz R, Nice E, Ning G, Omenn G, Overall C, Palmisano G, Peng Y, Pineau C, Poon T, Purcell A, Qiao J, Reddel R, Robinson P, Roncada P, Sander C, Sha J, Song E, Srivastava S, Sun A, Sze S, Tang C, Tang L, Tian R, Vizcaíno J, Wang C, Wang C, Wang X, Wang X, Wang Y, Weiss T, Wilhelm M, Winkler R, Wollscheid B, Wong L, Xie L, Xie W, Xu T, Xu T, Yan L, Yang J, Yang X, Yates J, Yun T, Zhai Q, Zhang B, Zhang H, Zhang L, Zhang L, Zhang P, Zhang Y, Zheng Y, Zhong Q, Zhu Y. π-HuB: the proteomic navigator of the human body. Nature 2024, 636: 322-331. PMID: 39663494, DOI: 10.1038/s41586-024-08280-5.Peer-Reviewed Original ResearchA proteogenomic analysis of cervical cancer reveals therapeutic and biological insights
Yu J, Gui X, Zou Y, Liu Q, Yang Z, An J, Guo X, Wang K, Guo J, Huang M, Zhou S, Zuo J, Chen Y, Deng L, Yuan G, Li N, Song Y, Jia J, Zeng J, Zhao Y, Liu X, Du X, Liu Y, Wang P, Zhang B, Ding L, Robles A, Rodriguez H, Zhou H, Shao Z, Wu L, Gao D. A proteogenomic analysis of cervical cancer reveals therapeutic and biological insights. Nature Communications 2024, 15: 10114. PMID: 39578447, PMCID: PMC11584810, DOI: 10.1038/s41467-024-53830-0.Peer-Reviewed Original ResearchMeSH KeywordsAcetylationAdultBiomarkers, TumorCell Line, TumorCell ProliferationE1A-Associated p300 ProteinFemaleGene Expression Regulation, NeoplasticHumansMiddle AgedPapillomaviridaePapillomavirus InfectionsPrognosisProtein Kinase C betaProtein Processing, Post-TranslationalProteogenomicsProto-Oncogene Proteins c-fosUterine Cervical NeoplasmsConceptsCervical cancerIncidence of cervical cancerIntegrative proteogenomic analysisMulti-omic changesHuman papillomavirusImmune infiltrationSignificant public health issueProteogenomic analysisGenetic alterationsCC patientsPatient subgroupsMalignant proliferationAnalysis of cervical cancerCC tumorsChinese womenPost-translational modifications regulationPublic health issuePotential treatmentScreening strategiesClinical practiceProliferation of CC cellsPatientsWomen's healthCancerLow-income countriesPTMoreR-enabled cross-species PTM mapping and comparative phosphoproteomics across mammals
Wang S, Di Y, Yang Y, Salovska B, Li W, Hu L, Yin J, Shao W, Zhou D, Cheng J, Liu D, Yang H, Liu Y. PTMoreR-enabled cross-species PTM mapping and comparative phosphoproteomics across mammals. Cell Reports Methods 2024, 4: 100859. PMID: 39255793, PMCID: PMC11440062, DOI: 10.1016/j.crmeth.2024.100859.Peer-Reviewed Original ResearchConceptsP-siteSurrounding amino acid sequenceKinase-substrate networkQuantitative phosphoproteomic analysisFunctional enrichment analysisPhosphoproteomic resultsKinase motifsComparative phosphoproteomicsPTM sitesPhosphorylation eventsPhosphoproteomic analysisProteomic analysisEnrichment analysisMammalian speciesSpeciesEvolutionary anglePhosphoproteomeMotifEnvironmental factorsNon-human speciesPTMProteomicsKinaseMammalsProteinMultiscale modeling uncovers 7q11.23 copy number variation–dependent changes in ribosomal biogenesis and neuronal maturation and excitability
Mihailovich M, Germain P, Shyti R, Pozzi D, Noberini R, Liu Y, Aprile D, Tenderini E, Troglio F, Trattaro S, Fabris S, Ciptasari U, Rigoli M, Caporale N, D’Agostino G, Mirabella F, Vitriolo A, Capocefalo D, Skaros A, Franchini A, Ricciardi S, Biunno I, Neri A, Kasri N, Bonaldi T, Aebersold R, Matteoli M, Testa G. Multiscale modeling uncovers 7q11.23 copy number variation–dependent changes in ribosomal biogenesis and neuronal maturation and excitability. Journal Of Clinical Investigation 2024, 134: e168982. PMID: 39007270, PMCID: PMC11245157, DOI: 10.1172/jci168982.Peer-Reviewed Original ResearchConceptsCopy number variationsWilliams-Beuren syndromeRibosome biogenesisP-RPS6Neurodevelopmental disordersRibosomal genesP-4EBPNumber variationsTranslation factorsMicroduplication syndromeMolecular mechanismsGenesNeuronal differentiationPatient-derivedIntrinsic excitabilityMTOR pathwayBiogenesisNeuronal maturationPhosphorylated rpS6Neuronal transmissionWilliams-BeurenPathophysiological relevanceNeurocognitive featuresIntellectual disabilityDisease modelsNetwork-based elucidation of colon cancer drug resistance mechanisms by phosphoproteomic time-series analysis
Rosenberger G, Li W, Turunen M, He J, Subramaniam P, Pampou S, Griffin A, Karan C, Kerwin P, Murray D, Honig B, Liu Y, Califano A. Network-based elucidation of colon cancer drug resistance mechanisms by phosphoproteomic time-series analysis. Nature Communications 2024, 15: 3909. PMID: 38724493, PMCID: PMC11082183, DOI: 10.1038/s41467-024-47957-3.Peer-Reviewed Original ResearchConceptsMechanism of cell responseResistance mechanismsSignaling pathway responsesDrug resistance mechanismsEnzyme/substrate interactionsAdaptive resistance mechanismsNetwork rewiringPhosphorylation stateSignaling Pathway ActivationDrug perturbationsProteomic technologiesSignaling crosstalkPathway responsesInhibitor designPathway activationCancer drug resistance mechanismsCell adaptive responsesAdaptive responsePhosphatase activityNetwork-based methodologyRewiringTherapeutic efficacyPhosphoproteome coverageCell responsesControl mediumEGFR targeting PhosTACs as a dual inhibitory approach reveals differential downstream signaling
Hu Z, Chen P, Li W, Krone M, Zheng S, Saarbach J, Velasco I, Hines J, Liu Y, Crews C. EGFR targeting PhosTACs as a dual inhibitory approach reveals differential downstream signaling. Science Advances 2024, 10: eadj7251. PMID: 38536914, PMCID: PMC10971414, DOI: 10.1126/sciadv.adj7251.Peer-Reviewed Original ResearchConceptsInhibit cancer cell viabilityProteome-wide levelCancer cell viabilityDifferential signaling pathwaysPhosphoproteomic approachTyrosine dephosphorylationProtein dephosphorylationSignal transductionActivating dephosphorylationInduce apoptosisReceptor tyrosine kinase inhibitorsRTK activationSignaling pathwayInhibition of kinasesDephosphorylationEpidermal growth factor receptorGrowth factor receptorCell viabilityFactor receptorInhibitory approachesTyrosineTyrosine kinase inhibitorsInhibitory effectInhibitory potentialKinase inhibitors
2023
The SysteMHC Atlas v2.0, an updated resource for mass spectrometry-based immunopeptidomics
Huang X, Gan Z, Cui H, Lan T, Liu Y, Caron E, Shao W. The SysteMHC Atlas v2.0, an updated resource for mass spectrometry-based immunopeptidomics. Nucleic Acids Research 2023, 52: d1062-d1071. PMID: 38000392, PMCID: PMC10767952, DOI: 10.1093/nar/gkad1068.Peer-Reviewed Original ResearchCalponin 2 regulates ketogenesis to mitigate acute kidney injury
Gui Y, Palanza Z, Gupta P, Li H, Pan Y, Wang Y, Hargis G, Kreutzer D, Wang Y, Bastacky S, Liu Y, Liu S, Zhou D. Calponin 2 regulates ketogenesis to mitigate acute kidney injury. JCI Insight 2023, 8: e170521. PMID: 37751293, PMCID: PMC10721266, DOI: 10.1172/jci.insight.170521.Peer-Reviewed Original ResearchConceptsAcute kidney injuryEstrogen receptor 2Fatty acid oxidationKidney injuryKidney fibrosisCalponin 2Ketone body β-hydroxybutyrateTubular cell deathBody β-hydroxybutyrateSirtuin 5Endogenous ketogenesisKidney functionReceptor 2Protein posttranslational modificationsRate-limiting enzymeFAO pathwayMitochondrial sirtuin 5Animal kidneysΒ-hydroxybutyrateOrgan performanceCell proliferationSynthase 2FibrosisPosttranslational modificationsInjuryOncogene-like addiction to aneuploidy in human cancers
Girish V, Lakhani A, Thompson S, Scaduto C, Brown L, Hagenson R, Sausville E, Mendelson B, Kandikuppa P, Lukow D, Yuan M, Stevens E, Lee S, Schukken K, Akalu S, Vasudevan A, Zou C, Salovska B, Li W, Smith J, Taylor A, Martienssen R, Liu Y, Sun R, Sheltzer J. Oncogene-like addiction to aneuploidy in human cancers. Science 2023, 381: eadg4521. PMID: 37410869, PMCID: PMC10753973, DOI: 10.1126/science.adg4521.Peer-Reviewed Original ResearchAn optogenetic-phosphoproteomic study reveals dynamic Akt1 signaling profiles in endothelial cells
Zhou W, Li W, Wang S, Salovska B, Hu Z, Tao B, Di Y, Punyamurtula U, Turk B, Sessa W, Liu Y. An optogenetic-phosphoproteomic study reveals dynamic Akt1 signaling profiles in endothelial cells. Nature Communications 2023, 14: 3803. PMID: 37365174, PMCID: PMC10293293, DOI: 10.1038/s41467-023-39514-1.Peer-Reviewed Original ResearchConceptsPhosphorylation sitesSerine/threonine kinase AktMass spectrometry-based phosphoproteomicsThreonine kinase AktAkt-dependent phosphorylationAberrant Akt activationEndothelial cellsKinase substrateKinase AktCell signalingPhosphorylation profilePhenotypic outcomesDownstream signalingAkt activationAkt1 phosphorylationHuman diseasesSystem-level analysisAKT1Vascular endothelial cellsRich resourcePhosphorylationSignalingGrowth factorAktCells7SK methylation by METTL3 promotes transcriptional activity
Perez-Pepe M, Desotell A, Li H, Li W, Han B, Lin Q, Klein D, Liu Y, Goodarzi H, Alarcón C. 7SK methylation by METTL3 promotes transcriptional activity. Science Advances 2023, 9: eade7500. PMID: 37163588, PMCID: PMC10171809, DOI: 10.1126/sciadv.ade7500.Peer-Reviewed Original ResearchConceptsTranscriptional elongationTranscriptional responseAdaptive transcriptional responseHeterogeneous nuclear ribonucleoproteinsElongation factor complexPositive transcription elongation factor complexGrowth factorExtracellular signalsRNA modificationsRNA 7SKEpidermal growth factorCell signalingInduces phosphorylationMethyltransferase 3Nuclear ribonucleoproteinFactor complexTranscriptional activityUnknown functionMethylationMETTL3RibonucleoproteinPhosphorylationTEFbElongationSignalingMeeting Report on the 2nd Chinese American Society for Mass Spectrometry Conference: Advancing Biological and Pharmaceutical Mass Spectrometry
Chen Y, Ge Y, Han X, Hao L, Huan T, Li L, Li L, Li W, Liang X, Lin Y, Liu X, Liu Y, Ma S, Peng J, Shou W, Sun L, Tao W, Tian Y, Wang Y, Wang Y, Wu R, Wu S, Xia J, Yang Z, Zhang H, Zhang H, Zhao S, Weng N, Huang L. Meeting Report on the 2nd Chinese American Society for Mass Spectrometry Conference: Advancing Biological and Pharmaceutical Mass Spectrometry. Molecular & Cellular Proteomics 2023, 22: 100559. PMID: 37105363, PMCID: PMC10245319, DOI: 10.1016/j.mcpro.2023.100559.Peer-Reviewed Original ResearchPhosphoproteomic analysis of metformin signaling in colorectal cancer cells elucidates mechanism of action and potential therapeutic opportunities
Salovska B, Gao E, Müller‐Dott S, Li W, Cordon C, Wang S, Dugourd A, Rosenberger G, Saez‐Rodriguez J, Liu Y. Phosphoproteomic analysis of metformin signaling in colorectal cancer cells elucidates mechanism of action and potential therapeutic opportunities. Clinical And Translational Medicine 2023, 13: e1179. PMID: 36781298, PMCID: PMC9925373, DOI: 10.1002/ctm2.1179.Peer-Reviewed Original ResearchConceptsColorectal cancerLong-term metformin treatmentType 2 diabetesCRC cell linesColorectal cancer cellsBiguanide drug metforminPotential therapeutic opportunitiesMechanism of actionPharmacodynamic interactionsMetformin treatmentTreatment of cancerCRC cellsCell proliferation assaysClinical trialsBcl-2/Bcl-xL inhibitorMetforminDrug metforminTherapeutic opportunitiesProliferation assaysCancer cellsPotential cancer therapeuticsPotential roleExpression levelsCell linesCancer therapeutics
2022
Human WDR5 promotes breast cancer growth and metastasis via KMT2-independent translation regulation
Cai WL, Chen JF, Chen H, Wingrove E, Kurley SJ, Chan LH, Zhang M, Arnal-Estape A, Zhao M, Balabaki A, Li W, Yu X, Krop ED, Dou Y, Liu Y, Jin J, Westbrook TF, Nguyen DX, Yan Q. Human WDR5 promotes breast cancer growth and metastasis via KMT2-independent translation regulation. ELife 2022, 11: e78163. PMID: 36043466, PMCID: PMC9584608, DOI: 10.7554/elife.78163.Peer-Reviewed Original ResearchConceptsBreast cancer cellsMetastatic breast cancerBreast cancerRibosomal gene expressionCancer cellsKnockdown of WDR5Vivo genetic screenReversible epigenetic mechanismsGenetic screenTranslation regulationTriple-negative breast cancerEpigenetic regulatorsEpigenetic mechanismsBreast cancer growthCancer-related deathTranslation efficiencyWDR5Novel therapeutic strategiesTranslation rateGene expressionCell growthAdvanced diseaseEffective therapyMetastatic capabilityPotent suppression
2021
MAL2 mediates the formation of stable HER2 signaling complexes within lipid raft-rich membrane protrusions in breast cancer cells
Jeong J, Shin JH, Li W, Hong JY, Lim J, Hwang JY, Chung JJ, Yan Q, Liu Y, Choi J, Wysolmerski J. MAL2 mediates the formation of stable HER2 signaling complexes within lipid raft-rich membrane protrusions in breast cancer cells. Cell Reports 2021, 37: 110160. PMID: 34965434, PMCID: PMC8762588, DOI: 10.1016/j.celrep.2021.110160.Peer-Reviewed Original ResearchMeSH KeywordsAntineoplastic Agents, ImmunologicalBreast NeoplasmsCell ProliferationCytoskeletal ProteinsDrug Resistance, NeoplasmEndocytosisFemaleHumansMembrane MicrodomainsMyelin and Lymphocyte-Associated Proteolipid ProteinsPhosphoproteinsPlasma Membrane Calcium-Transporting ATPasesReceptor, ErbB-2Sodium-Hydrogen ExchangersTrastuzumabTumor Cells, CulturedConceptsLipid raft formationBreast cancer cellsLipid raftsLipid raft resident proteinsCancer cellsRaft formationRaft-resident proteinsProximity ligation assayProtein complexesMembrane protrusionsProtein interactionsPlasma membraneLigation assayMAL2Membrane stabilityStructural organizationPotential therapeutic targetPhysical interactionMembrane retentionProteinRaftsTherapeutic targetCellsIntracellular calcium concentrationLow intracellular calcium concentration
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