Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: HOMER1

Gene summary for HOMER1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOMER1

Gene ID

9456

Gene namehomer scaffold protein 1
Gene AliasHOMER
Cytomap5q14.1
Gene Typeprotein-coding
GO ID

GO:0001894

UniProtAcc

Q86YM7


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
9456HOMER1AEH-subject1HumanEndometriumAEH7.63e-053.37e-01-0.3059
9456HOMER1AEH-subject2HumanEndometriumAEH6.87e-073.47e-01-0.2525
9456HOMER1AEH-subject3HumanEndometriumAEH2.08e-043.08e-01-0.2576
9456HOMER1AEH-subject5HumanEndometriumAEH2.50e-073.32e-01-0.2953
9456HOMER1EEC-subject1HumanEndometriumEEC1.82e-237.24e-01-0.2682
9456HOMER1EEC-subject3HumanEndometriumEEC4.72e-135.05e-01-0.2525
9456HOMER1EEC-subject4HumanEndometriumEEC5.58e-052.44e-01-0.2571
9456HOMER1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.03e-061.06e-01-0.1869
9456HOMER1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.15e-023.82e-02-0.1875
9456HOMER1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC8.19e-053.78e-02-0.1883
9456HOMER1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.32e-021.57e-01-0.1934
9456HOMER1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.48e-02-2.82e-02-0.1917
9456HOMER1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.06e-04-4.75e-02-0.1916
9456HOMER1LZE4THumanEsophagusESCC6.77e-04-3.48e-020.0811
9456HOMER1LZE24THumanEsophagusESCC2.31e-083.46e-010.0596
9456HOMER1P2T-EHumanEsophagusESCC1.84e-112.73e-010.1177
9456HOMER1P4T-EHumanEsophagusESCC9.56e-136.68e-020.1323
9456HOMER1P5T-EHumanEsophagusESCC7.35e-06-5.20e-020.1327
9456HOMER1P8T-EHumanEsophagusESCC6.04e-03-5.18e-020.0889
9456HOMER1P9T-EHumanEsophagusESCC4.38e-079.75e-020.1131
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:00147065EndometriumAEHstriated muscle tissue development75/2100384/187231.06e-063.62e-0575
GO:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:00075174EndometriumAEHmuscle organ development60/2100327/187238.19e-051.22e-0360
GO:00426925EndometriumAEHmuscle cell differentiation68/2100384/187238.88e-051.30e-0368
GO:001003816EndometriumAEHresponse to metal ion65/2100373/187232.02e-042.54e-0365
GO:000189410EndometriumAEHtissue homeostasis50/2100268/187232.04e-042.54e-0350
GO:00511465EndometriumAEHstriated muscle cell differentiation51/2100283/187234.20e-044.46e-0351
GO:00602499EndometriumAEHanatomical structure homeostasis55/2100314/187235.27e-045.32e-0355
GO:0006936EndometriumAEHmuscle contraction59/2100347/187237.32e-046.99e-0359
GO:00439546EndometriumAEHcellular component maintenance16/210061/187238.71e-048.04e-0316
GO:00109597EndometriumAEHregulation of metal ion transport66/2100406/187231.24e-031.07e-0266
GO:00508086EndometriumAEHsynapse organization67/2100426/187232.67e-031.94e-0267
GO:00515927EndometriumAEHresponse to calcium ion28/2100149/187234.22e-032.79e-0228
GO:00605382EndometriumAEHskeletal muscle organ development30/2100166/187235.64e-033.46e-0230
GO:00228986EndometriumAEHregulation of transmembrane transporter activity45/2100278/187237.34e-034.18e-0245
GO:00075193EndometriumAEHskeletal muscle tissue development28/2100155/187237.35e-034.19e-0228
GO:19040623EndometriumAEHregulation of cation transmembrane transport55/2100357/187239.18e-034.96e-0255
GO:006053713EndometriumEECmuscle tissue development82/2168403/187232.14e-079.38e-0682
GO:001470612EndometriumEECstriated muscle tissue development74/2168384/187236.64e-061.57e-0474
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040689EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa0406814EsophagusESCCFoxO signaling pathway89/4205131/84651.56e-057.98e-054.09e-0589
hsa040686LungIACFoxO signaling pathway29/1053131/84651.25e-038.24e-035.47e-0329
hsa0406811LungIACFoxO signaling pathway29/1053131/84651.25e-038.24e-035.47e-0329
hsa0406821LungAISFoxO signaling pathway25/961131/84656.07e-032.94e-021.88e-0225
hsa0406831LungAISFoxO signaling pathway25/961131/84656.07e-032.94e-021.88e-0225
hsa040687ProstateBPHFoxO signaling pathway54/1718131/84653.05e-083.59e-072.22e-0754
hsa0406812ProstateBPHFoxO signaling pathway54/1718131/84653.05e-083.59e-072.22e-0754
hsa0406822ProstateTumorFoxO signaling pathway54/1791131/84651.32e-071.51e-069.36e-0754
hsa0406832ProstateTumorFoxO signaling pathway54/1791131/84651.32e-071.51e-069.36e-0754
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
HOMER1SNVMissense_Mutationrs775050034c.29N>Ap.Arg10Glnp.R10QQ86YM7protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOMER1SNVMissense_Mutationrs764225948c.566N>Ap.Thr189Asnp.T189NQ86YM7protein_codingdeleterious(0.03)possibly_damaging(0.557)TCGA-BH-A0BG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOMER1SNVMissense_Mutationc.379C>Gp.Pro127Alap.P127AQ86YM7protein_codingtolerated(1)benign(0)TCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
HOMER1SNVMissense_Mutationrs781650763c.967C>Tp.Arg323Cysp.R323CQ86YM7protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-D8-A1XV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HOMER1SNVMissense_Mutationc.350N>Tp.Ser117Leup.S117LQ86YM7protein_codingdeleterious(0)benign(0.301)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HOMER1SNVMissense_Mutationc.270N>Ap.Phe90Leup.F90LQ86YM7protein_codingdeleterious(0)possibly_damaging(0.832)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HOMER1SNVMissense_Mutationc.538N>Gp.Ser180Glyp.S180GQ86YM7protein_codingtolerated(0.3)benign(0)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HOMER1SNVMissense_Mutationc.76C>Tp.Pro26Serp.P26SQ86YM7protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
HOMER1SNVMissense_Mutationc.380N>Ap.Pro127Hisp.P127HQ86YM7protein_codingtolerated(0.59)benign(0.001)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
HOMER1SNVMissense_Mutationc.316T>Gp.Phe106Valp.F106VQ86YM7protein_codingtolerated(1)benign(0.058)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
9456HOMER1KINASElevodopaLEVODOPA24126708
9456HOMER1KINASEhaloperidolHALOPERIDOL27023437
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