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: FHAD1

Gene summary for FHAD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FHAD1

Gene ID

114827

Gene nameforkhead associated phosphopeptide binding domain 1
Gene AliasFHAD1
Cytomap1p36.21
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

B1AJZ9


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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
114827FHAD1LZE5THumanEsophagusESCC1.48e-053.36e-010.0514
114827FHAD1LZE24THumanEsophagusESCC1.09e-062.12e-010.0596
114827FHAD1P8T-EHumanEsophagusESCC7.90e-038.54e-020.0889
114827FHAD1P62T-EHumanEsophagusESCC8.84e-385.98e-010.1302
114827FHAD1P75T-EHumanEsophagusESCC2.28e-356.41e-010.1125
114827FHAD1P128T-EHumanEsophagusESCC4.43e-072.04e-010.1241
114827FHAD1P130T-EHumanEsophagusESCC9.74e-225.71e-010.1676
114827FHAD1HCC1HumanLiverHCC9.88e-038.90e-010.5336
114827FHAD1HCC2HumanLiverHCC2.39e-034.70e-010.5341
114827FHAD1HCC5HumanLiverHCC2.61e-045.81e-010.4932
114827FHAD1S014HumanLiverHCC3.32e-052.49e-010.2254
114827FHAD1S016HumanLiverHCC1.85e-062.35e-010.2243
114827FHAD1ATC12HumanThyroidATC2.19e-051.44e-010.34
114827FHAD1ATC13HumanThyroidATC1.96e-224.64e-010.34
114827FHAD1ATC2HumanThyroidATC1.80e-129.87e-010.34
114827FHAD1ATC4HumanThyroidATC4.56e-091.99e-010.34
114827FHAD1ATC5HumanThyroidATC4.37e-215.14e-010.34
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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
FHAD1SNVMissense_Mutationrs528012255c.2818N>Ap.Glu940Lysp.E940KB1AJZ9protein_codingdeleterious(0)possibly_damaging(0.856)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
FHAD1SNVMissense_Mutationnovelc.328N>Ap.Ala110Thrp.A110TB1AJZ9protein_codingtolerated(0.6)benign(0.003)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FHAD1SNVMissense_Mutationnovelc.4118N>Gp.Gln1373Argp.Q1373RB1AJZ9protein_codingtolerated(0.22)benign(0.177)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FHAD1SNVMissense_Mutationc.3700N>Tp.Asp1234Tyrp.D1234YB1AJZ9protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
FHAD1SNVMissense_Mutationc.70G>Ap.Glu24Lysp.E24KB1AJZ9protein_codingtolerated(0.14)benign(0.043)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FHAD1SNVMissense_Mutationnovelc.1880N>Ap.Gly627Glup.G627EB1AJZ9protein_codingtolerated(0.08)possibly_damaging(0.476)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FHAD1SNVMissense_Mutationc.4040N>Tp.Ala1347Valp.A1347VB1AJZ9protein_codingdeleterious(0)probably_damaging(0.977)TCGA-B6-A0RO-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FHAD1SNVMissense_Mutationc.2762N>Cp.Glu921Alap.E921AB1AJZ9protein_codingdeleterious(0)possibly_damaging(0.527)TCGA-D8-A1JL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FHAD1insertionIn_Frame_Insnovelc.4015_4016insTCTACAAAGAGGCATTACCCGCGGCCGCTGGTGGCCGCTTTAAGGAGGCCAATGp.Ala1343_Glu1344insLeuProAlaAlaAlaGlyGlyArgPheLysGluAlaAsnValTyrLysGluAlap.A1343_E1344insLPAAAGGRFKEANVYKEAB1AJZ9protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FHAD1insertionNonsense_Mutationnovelc.4120_4121insCTGAAAATCAACTCTCTTGAGTTAATCTTCGGTAATCp.Lys1374ThrfsTer7p.K1374Tfs*7B1AJZ9protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
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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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