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: ZHX1

Gene summary for ZHX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZHX1

Gene ID

11244

Gene namezinc fingers and homeoboxes 1
Gene AliasZHX1
Cytomap8q24.13
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024R9F1


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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
11244ZHX1LZE4THumanEsophagusESCC8.05e-103.24e-010.0811
11244ZHX1LZE7THumanEsophagusESCC1.74e-073.45e-010.0667
11244ZHX1LZE20THumanEsophagusESCC2.23e-081.65e-010.0662
11244ZHX1LZE24THumanEsophagusESCC2.95e-125.12e-010.0596
11244ZHX1P2T-EHumanEsophagusESCC5.80e-213.37e-010.1177
11244ZHX1P4T-EHumanEsophagusESCC6.54e-245.37e-010.1323
11244ZHX1P5T-EHumanEsophagusESCC1.65e-192.87e-010.1327
11244ZHX1P8T-EHumanEsophagusESCC8.97e-161.90e-010.0889
11244ZHX1P9T-EHumanEsophagusESCC2.23e-132.79e-010.1131
11244ZHX1P10T-EHumanEsophagusESCC6.82e-143.54e-010.116
11244ZHX1P11T-EHumanEsophagusESCC1.15e-093.74e-010.1426
11244ZHX1P12T-EHumanEsophagusESCC8.24e-163.93e-010.1122
11244ZHX1P15T-EHumanEsophagusESCC2.91e-122.19e-010.1149
11244ZHX1P16T-EHumanEsophagusESCC2.67e-397.51e-010.1153
11244ZHX1P17T-EHumanEsophagusESCC8.76e-073.53e-010.1278
11244ZHX1P20T-EHumanEsophagusESCC6.00e-214.87e-010.1124
11244ZHX1P21T-EHumanEsophagusESCC5.23e-255.49e-010.1617
11244ZHX1P22T-EHumanEsophagusESCC1.63e-163.28e-010.1236
11244ZHX1P23T-EHumanEsophagusESCC3.23e-226.85e-010.108
11244ZHX1P24T-EHumanEsophagusESCC1.25e-153.00e-010.1287
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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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
ZHX1SNVMissense_Mutationc.1402N>Tp.Arg468Trpp.R468WQ9UKY1protein_codingdeleterious(0)probably_damaging(0.97)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZHX1SNVMissense_Mutationc.1342N>Tp.Pro448Serp.P448SQ9UKY1protein_codingtolerated(0.06)benign(0.015)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
ZHX1SNVMissense_Mutationc.512T>Cp.Val171Alap.V171AQ9UKY1protein_codingtolerated(0.85)benign(0)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
ZHX1insertionFrame_Shift_Insnovelc.882_883insGTTCATCAACp.Asn295ValfsTer10p.N295Vfs*10Q9UKY1protein_codingTCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ZHX1insertionFrame_Shift_Insnovelc.2333_2334insAAp.Phe778LeufsTer14p.F778Lfs*14Q9UKY1protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ZHX1insertionNonsense_Mutationnovelc.2332_2333insAATAATTAAGACATTAAACTCTACATAATAAp.Phe778Terp.F778*Q9UKY1protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ZHX1insertionIn_Frame_Insnovelc.2541_2543dupGGAp.Glu847dupp.E847dupQ9UKY1protein_codingTCGA-GM-A2DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilPD
ZHX1SNVMissense_Mutationnovelc.1159N>Gp.Thr387Alap.T387AQ9UKY1protein_codingdeleterious(0)possibly_damaging(0.458)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZHX1SNVMissense_Mutationrs754988142c.145N>Ap.Asp49Asnp.D49NQ9UKY1protein_codingdeleterious(0.03)benign(0.022)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZHX1SNVMissense_Mutationc.549N>Gp.Ile183Metp.I183MQ9UKY1protein_codingtolerated(0.05)probably_damaging(0.997)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
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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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