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: ZFHX4

Gene summary for ZFHX4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZFHX4

Gene ID

79776

Gene namezinc finger homeobox 4
Gene AliasZFH4
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q86UP3


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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
79776ZFHX4P1T-EHumanEsophagusESCC5.20e-083.43e-010.0875
79776ZFHX4P5T-EHumanEsophagusESCC3.76e-049.90e-020.1327
79776ZFHX4P9T-EHumanEsophagusESCC5.23e-051.38e-010.1131
79776ZFHX4P10T-EHumanEsophagusESCC3.29e-214.45e-010.116
79776ZFHX4P11T-EHumanEsophagusESCC3.25e-052.03e-010.1426
79776ZFHX4P15T-EHumanEsophagusESCC8.45e-041.24e-010.1149
79776ZFHX4P16T-EHumanEsophagusESCC2.22e-058.99e-020.1153
79776ZFHX4P23T-EHumanEsophagusESCC6.91e-164.27e-010.108
79776ZFHX4P24T-EHumanEsophagusESCC8.72e-071.08e-010.1287
79776ZFHX4P26T-EHumanEsophagusESCC1.63e-051.11e-010.1276
79776ZFHX4P27T-EHumanEsophagusESCC8.49e-092.07e-010.1055
79776ZFHX4P30T-EHumanEsophagusESCC2.31e-103.75e-010.137
79776ZFHX4P36T-EHumanEsophagusESCC4.17e-052.13e-010.1187
79776ZFHX4P37T-EHumanEsophagusESCC3.53e-031.09e-010.1371
79776ZFHX4P42T-EHumanEsophagusESCC1.02e-246.57e-010.1175
79776ZFHX4P47T-EHumanEsophagusESCC1.94e-026.53e-020.1067
79776ZFHX4P49T-EHumanEsophagusESCC3.75e-076.69e-010.1768
79776ZFHX4P62T-EHumanEsophagusESCC1.57e-811.32e+000.1302
79776ZFHX4P74T-EHumanEsophagusESCC2.69e-245.65e-010.1479
79776ZFHX4P75T-EHumanEsophagusESCC2.25e-193.95e-010.1125
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ZFHX4SNVMissense_Mutationnovelc.1577C>Tp.Ser526Leup.S526LQ86UP3protein_codingdeleterious_low_confidence(0.04)benign(0.003)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ZFHX4SNVMissense_Mutationnovelc.3843N>Tp.Met1281Ilep.M1281IQ86UP3protein_codingdeleterious(0.04)benign(0.085)TCGA-3C-AALJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZFHX4SNVMissense_Mutationc.2939N>Tp.Gly980Valp.G980VQ86UP3protein_codingdeleterious(0)probably_damaging(1)TCGA-A1-A0SE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZFHX4SNVMissense_Mutationc.199N>Ap.Glu67Lysp.E67KQ86UP3protein_codingtolerated_low_confidence(0.3)benign(0.173)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
ZFHX4SNVMissense_Mutationc.1818N>Ap.Asp606Glup.D606EQ86UP3protein_codingtolerated_low_confidence(1)benign(0.018)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
ZFHX4SNVMissense_Mutationc.10619N>Tp.Ser3540Phep.S3540FQ86UP3protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.885)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZFHX4SNVMissense_Mutationnovelc.1723A>Tp.Ser575Cysp.S575CQ86UP3protein_codingdeleterious(0.01)benign(0.28)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZFHX4SNVMissense_Mutationc.4993N>Ap.Leu1665Ilep.L1665IQ86UP3protein_codingtolerated(0.36)benign(0.003)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ZFHX4SNVMissense_Mutationc.545C>Tp.Ser182Phep.S182FQ86UP3protein_codingdeleterious(0.01)benign(0.244)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
ZFHX4SNVMissense_Mutationc.10767T>Ap.Asp3589Glup.D3589EQ86UP3protein_codingtolerated_low_confidence(0.11)probably_damaging(0.917)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
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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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