2024
MetFinder: A Tool for Automated Quantitation of Metastatic Burden in Histological Sections From Preclinical Models
Karz A, Coudray N, Bayraktar E, Galbraith K, Jour G, Shadaloey A, Eskow N, Rubanov A, Navarro M, Moubarak R, Baptiste G, Levinson G, Mezzano V, Alu M, Loomis C, Lima D, Rubens A, Jilaveanu L, Tsirigos A, Hernando E. MetFinder: A Tool for Automated Quantitation of Metastatic Burden in Histological Sections From Preclinical Models. Pigment Cell & Melanoma Research 2024 PMID: 39254030, DOI: 10.1111/pcmr.13195.Peer-Reviewed Original ResearchTumor contentMetastasis burdenMetastatic burdenTumor burdenMelanoma metastasesPreclinical modelsMurine modelPreclinical studiesMeasurable metastasesMelanoma researchTherapeutic approachesDeep neural networksHistopathological sectionsMechanisms of melanoma metastasisMetastasisHistological sectionsAI-based algorithmsAutomated quantificationWhole slide imagesAutomated quantitationNeural network
2019
PLEKHA5 regulates tumor growth in metastatic melanoma
Zhang H, Zhu H, Deng G, Zito CR, Oria VO, Rane CK, Zhang S, Weiss SA, Tran T, Adeniran A, Zhang F, Zhou J, Kluger Y, Bosenberg MW, Kluger HM, Jilaveanu LB. PLEKHA5 regulates tumor growth in metastatic melanoma. Cancer 2019, 126: 1016-1030. PMID: 31769872, PMCID: PMC7147081, DOI: 10.1002/cncr.32611.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAnimalsApoptosis Regulatory ProteinsBiomarkers, TumorBrain NeoplasmsCell ProliferationFemaleFollow-Up StudiesGene Expression Regulation, NeoplasticHumansIntracellular Signaling Peptides and ProteinsMaleMelanomaMiceMice, NudeMiddle AgedPhosphatidylinositol 3-KinasesPrognosisProto-Oncogene Proteins c-aktTOR Serine-Threonine KinasesTumor Cells, CulturedXenograft Model Antitumor AssaysYoung AdultConceptsTumor growthDisseminated melanomaExtracranial melanoma metastasesPI3K/AKT/mTOR pathwayMelanoma brain metastasesBetter overall survivalPI3K/Akt/mTORAKT/mTOR pathwayCell proliferationAkt/mTORMelanoma xenograft modelGrowth of tumorsS cell cycle transitionBrain metastasesOverall survivalPoor prognosisMetastatic melanomaMAPK/ERKSubcutaneous inoculationMelanoma metastasesXenograft modelClinical relevanceMelanoma growthNude miceCerebral specimens