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: FAHD2A

Gene summary for FAHD2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAHD2A

Gene ID

51011

Gene namefumarylacetoacetate hydrolase domain containing 2A
Gene AliasCGI-105
Cytomap2q11.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A024RE27


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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
51011FAHD2ALZE4THumanEsophagusESCC2.18e-082.42e-010.0811
51011FAHD2ALZE7THumanEsophagusESCC3.07e-042.74e-010.0667
51011FAHD2ALZE8THumanEsophagusESCC3.59e-033.93e-020.067
51011FAHD2ALZE22THumanEsophagusESCC1.26e-041.86e-010.068
51011FAHD2ALZE24THumanEsophagusESCC6.31e-061.92e-010.0596
51011FAHD2ALZE21THumanEsophagusESCC4.82e-061.83e-010.0655
51011FAHD2ALZE6THumanEsophagusESCC1.38e-032.03e-010.0845
51011FAHD2AP1T-EHumanEsophagusESCC3.10e-084.62e-010.0875
51011FAHD2AP2T-EHumanEsophagusESCC7.11e-223.22e-010.1177
51011FAHD2AP4T-EHumanEsophagusESCC7.26e-133.33e-010.1323
51011FAHD2AP5T-EHumanEsophagusESCC5.54e-191.71e-010.1327
51011FAHD2AP8T-EHumanEsophagusESCC1.42e-069.63e-020.0889
51011FAHD2AP9T-EHumanEsophagusESCC1.22e-111.47e-010.1131
51011FAHD2AP10T-EHumanEsophagusESCC4.87e-244.30e-010.116
51011FAHD2AP11T-EHumanEsophagusESCC1.25e-092.82e-010.1426
51011FAHD2AP12T-EHumanEsophagusESCC1.23e-244.98e-010.1122
51011FAHD2AP15T-EHumanEsophagusESCC2.71e-184.55e-010.1149
51011FAHD2AP16T-EHumanEsophagusESCC4.45e-223.95e-010.1153
51011FAHD2AP17T-EHumanEsophagusESCC3.78e-083.49e-010.1278
51011FAHD2AP20T-EHumanEsophagusESCC1.75e-091.62e-010.1124
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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
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
FAHD2ASNVMissense_Mutationnovelc.416N>Tp.Ser139Phep.S139FQ96GK7protein_codingdeleterious(0.01)possibly_damaging(0.797)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
FAHD2ASNVMissense_Mutationc.679N>Ap.Val227Ilep.V227IQ96GK7protein_codingtolerated(0.76)benign(0.007)TCGA-C8-A137-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FAHD2ASNVMissense_Mutationnovelc.868C>Gp.Pro290Alap.P290AQ96GK7protein_codingdeleterious(0.04)benign(0.434)TCGA-E2-A1LI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAHD2ASNVMissense_Mutationrs779613261c.233C>Tp.Ser78Leup.S78LQ96GK7protein_codingtolerated(0.09)benign(0.165)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FAHD2ASNVMissense_Mutationc.649N>Gp.Leu217Valp.L217VQ96GK7protein_codingdeleterious(0.03)probably_damaging(0.96)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
FAHD2ASNVMissense_Mutationnovelc.538N>Ap.Ala180Thrp.A180TQ96GK7protein_codingtolerated(0.15)benign(0.102)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAHD2ASNVMissense_Mutationc.98N>Tp.Arg33Leup.R33LQ96GK7protein_codingtolerated(0.47)benign(0)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAHD2ASNVMissense_Mutationnovelc.702G>Tp.Lys234Asnp.K234NQ96GK7protein_codingtolerated(0.41)benign(0.015)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAHD2ASNVMissense_Mutationc.379C>Tp.Pro127Serp.P127SQ96GK7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAHD2ASNVMissense_Mutationnovelc.395N>Gp.Ile132Serp.I132SQ96GK7protein_codingdeleterious(0.04)benign(0.183)TCGA-F5-6814-01Colorectumrectum 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
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