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: HOMER2

Gene summary for HOMER2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HOMER2

Gene ID

9455

Gene namehomer scaffold protein 2
Gene AliasACPD
Cytomap15q25.2
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q9NSB8


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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
9455HOMER2AEH-subject3HumanEndometriumAEH6.65e-054.10e-01-0.2576
9455HOMER2AEH-subject5HumanEndometriumAEH4.41e-207.32e-01-0.2953
9455HOMER2EEC-subject1HumanEndometriumEEC4.66e-033.94e-01-0.2682
9455HOMER2EEC-subject3HumanEndometriumEEC3.94e-061.43e-01-0.2525
9455HOMER2EEC-subject4HumanEndometriumEEC8.79e-298.02e-01-0.2571
9455HOMER2GSM5276934HumanEndometriumEEC1.69e-03-2.25e-01-0.0913
9455HOMER2GSM5276937HumanEndometriumEEC1.30e-02-2.41e-01-0.0897
9455HOMER2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.21e-091.89e-01-0.1869
9455HOMER2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.88e-104.26e-02-0.1875
9455HOMER2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.94e-101.51e-01-0.1883
9455HOMER2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.45e-247.09e-01-0.1934
9455HOMER2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.37e-15-5.15e-02-0.1917
9455HOMER2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.08e-14-1.00e-01-0.1916
9455HOMER2LZE7THumanEsophagusESCC4.08e-021.48e-010.0667
9455HOMER2P2T-EHumanEsophagusESCC3.48e-062.53e-020.1177
9455HOMER2P4T-EHumanEsophagusESCC4.57e-144.44e-010.1323
9455HOMER2P5T-EHumanEsophagusESCC7.25e-112.25e-010.1327
9455HOMER2P8T-EHumanEsophagusESCC9.63e-111.19e-010.0889
9455HOMER2P11T-EHumanEsophagusESCC2.16e-027.68e-020.1426
9455HOMER2P16T-EHumanEsophagusESCC2.48e-148.88e-020.1153
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:000189410EndometriumAEHtissue homeostasis50/2100268/187232.04e-042.54e-0350
GO:00602499EndometriumAEHanatomical structure homeostasis55/2100314/187235.27e-045.32e-0355
GO:00109597EndometriumAEHregulation of metal ion transport66/2100406/187231.24e-031.07e-0266
GO:000189415EndometriumEECtissue homeostasis51/2168268/187232.34e-042.75e-0351
GO:001095914EndometriumEECregulation of metal ion transport70/2168406/187234.12e-044.35e-0370
GO:006024914EndometriumEECanatomical structure homeostasis56/2168314/187236.52e-046.35e-0356
GO:0042220LiverNAFLDresponse to cocaine13/188255/187232.64e-032.42e-0213
GO:00432791LiverHCCresponse to alkaloid62/7958115/187238.79e-033.42e-0262
GO:00331732ProstateBPHcalcineurin-NFAT signaling cascade16/310743/187239.26e-045.91e-0316
GO:00708842ProstateBPHregulation of calcineurin-NFAT signaling cascade13/310734/187232.06e-031.16e-0213
GO:00480163ProstateBPHinositol phosphate-mediated signaling18/310755/187232.50e-031.34e-0218
GO:01060562ProstateBPHregulation of calcineurin-mediated signaling13/310735/187232.79e-031.47e-0213
GO:00977202ProstateBPHcalcineurin-mediated signaling16/310748/187233.45e-031.77e-0216
GO:00326232ProstateBPHinterleukin-2 production19/310762/187234.41e-032.16e-0219
GO:00326632ProstateBPHregulation of interleukin-2 production19/310762/187234.41e-032.16e-0219
GO:006024910ProstateBPHanatomical structure homeostasis68/3107314/187231.10e-024.53e-0268
GO:00331731ProstateTumorcalcineurin-NFAT signaling cascade16/324643/187231.50e-039.27e-0316
GO:000189416ProstateTumortissue homeostasis65/3246268/187232.39e-031.35e-0265
GO:006024915ProstateTumoranatomical structure homeostasis74/3246314/187232.82e-031.54e-0274
GO:00708841ProstateTumorregulation of calcineurin-NFAT signaling cascade13/324634/187233.09e-031.63e-0213
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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
hsa04068LiverNAFLDFoxO signaling pathway30/1043131/84654.91e-048.05e-036.49e-0330
hsa040681LiverNAFLDFoxO signaling pathway30/1043131/84654.91e-048.05e-036.49e-0330
hsa040682LiverCirrhoticFoxO signaling pathway52/2530131/84659.98e-033.32e-022.05e-0252
hsa040683LiverCirrhoticFoxO signaling pathway52/2530131/84659.98e-033.32e-022.05e-0252
hsa040684LiverHCCFoxO signaling pathway85/4020131/84653.99e-052.16e-041.20e-0485
hsa040685LiverHCCFoxO signaling pathway85/4020131/84653.99e-052.16e-041.20e-0485
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
HOMER2SNVMissense_Mutationrs372825300c.1000N>Ap.Asp334Asnp.D334NQ9NSB8protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
HOMER2SNVMissense_Mutationrs752308964c.568N>Tp.Leu190Phep.L190FQ9NSB8protein_codingdeleterious(0)probably_damaging(0.938)TCGA-AO-A03P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozolePD
HOMER2SNVMissense_Mutationc.883G>Ap.Glu295Lysp.E295KQ9NSB8protein_codingdeleterious(0)benign(0.355)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
HOMER2SNVMissense_Mutationc.614N>Ap.Ala205Glup.A205EQ9NSB8protein_codingtolerated(0.06)benign(0.001)TCGA-E2-A14R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
HOMER2SNVMissense_Mutationc.661N>Ap.Glu221Lysp.E221KQ9NSB8protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
HOMER2SNVMissense_Mutationnovelc.1057N>Ap.Asp353Asnp.D353NQ9NSB8protein_codingdeleterious(0.03)possibly_damaging(0.635)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
HOMER2SNVMissense_Mutationc.303N>Cp.Glu101Aspp.E101DQ9NSB8protein_codingtolerated(0.11)benign(0.007)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
HOMER2SNVMissense_Mutationc.637N>Gp.Arg213Glyp.R213GQ9NSB8protein_codingdeleterious(0)benign(0.02)TCGA-AA-3842-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
HOMER2SNVMissense_Mutationc.808C>Ap.Leu270Ilep.L270IQ9NSB8protein_codingdeleterious(0.02)benign(0.343)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
HOMER2SNVMissense_Mutationrs201320170c.136N>Tp.Arg46Trpp.R46WQ9NSB8protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AZ-4315-01Colorectumcolon 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
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