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: HIF1AN

Gene summary for HIF1AN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIF1AN

Gene ID

55662

Gene namehypoxia inducible factor 1 subunit alpha inhibitor
Gene AliasFIH1
Cytomap10q24.31
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9NWT6


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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
55662HIF1ANLZE4THumanEsophagusESCC6.86e-072.55e-010.0811
55662HIF1ANLZE8THumanEsophagusESCC1.55e-082.10e-010.067
55662HIF1ANLZE24THumanEsophagusESCC1.61e-165.05e-010.0596
55662HIF1ANP1T-EHumanEsophagusESCC1.42e-022.61e-010.0875
55662HIF1ANP2T-EHumanEsophagusESCC3.15e-274.02e-010.1177
55662HIF1ANP4T-EHumanEsophagusESCC1.46e-143.75e-010.1323
55662HIF1ANP5T-EHumanEsophagusESCC1.13e-163.11e-010.1327
55662HIF1ANP8T-EHumanEsophagusESCC1.15e-132.91e-010.0889
55662HIF1ANP9T-EHumanEsophagusESCC1.83e-068.76e-020.1131
55662HIF1ANP10T-EHumanEsophagusESCC4.17e-059.31e-020.116
55662HIF1ANP11T-EHumanEsophagusESCC1.96e-042.32e-010.1426
55662HIF1ANP12T-EHumanEsophagusESCC5.81e-253.84e-010.1122
55662HIF1ANP15T-EHumanEsophagusESCC3.09e-143.17e-010.1149
55662HIF1ANP16T-EHumanEsophagusESCC1.86e-193.15e-010.1153
55662HIF1ANP17T-EHumanEsophagusESCC9.32e-092.65e-010.1278
55662HIF1ANP19T-EHumanEsophagusESCC1.05e-055.38e-010.1662
55662HIF1ANP20T-EHumanEsophagusESCC4.48e-163.40e-010.1124
55662HIF1ANP21T-EHumanEsophagusESCC1.48e-101.92e-010.1617
55662HIF1ANP22T-EHumanEsophagusESCC4.58e-182.53e-010.1236
55662HIF1ANP23T-EHumanEsophagusESCC1.51e-204.57e-010.108
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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
∗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:0070482111EsophagusESCCresponse to oxygen levels218/8552347/187236.91e-112.17e-09218
GO:0043618111EsophagusESCCregulation of transcription from RNA polymerase II promoter in response to stress42/855247/187233.91e-101.05e-0842
GO:0043620111EsophagusESCCregulation of DNA-templated transcription in response to stress46/855253/187235.17e-101.33e-0846
GO:0036293111EsophagusESCCresponse to decreased oxygen levels201/8552322/187238.37e-102.04e-08201
GO:0001666111EsophagusESCCresponse to hypoxia192/8552307/187231.59e-093.69e-08192
GO:0071453110EsophagusESCCcellular response to oxygen levels114/8552177/187233.63e-075.06e-06114
GO:0036294110EsophagusESCCcellular response to decreased oxygen levels105/8552161/187234.20e-075.73e-06105
GO:00181969EsophagusESCCpeptidyl-asparagine modification22/855224/187232.82e-063.21e-0522
GO:007145616EsophagusESCCcellular response to hypoxia97/8552151/187233.12e-063.51e-0597
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:00181263EsophagusESCCprotein hydroxylation23/855227/187232.60e-052.19e-0423
GO:00614184EsophagusESCCregulation of transcription from RNA polymerase II promoter in response to hypoxia13/855213/187233.75e-053.04e-0413
GO:0045746EsophagusESCCnegative regulation of Notch signaling pathway28/855236/187238.62e-056.22e-0428
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:009720115EsophagusESCCnegative regulation of transcription from RNA polymerase II promoter in response to stress11/855212/187231.26e-036.06e-0311
GO:00454454EsophagusESCCmyoblast differentiation52/855284/187231.98e-038.90e-0352
GO:004362022LiverHCCregulation of DNA-templated transcription in response to stress43/795853/187239.27e-092.33e-0743
GO:004361822LiverHCCregulation of transcription from RNA polymerase II promoter in response to stress37/795847/187234.37e-077.23e-0637
GO:000166612LiverHCCresponse to hypoxia172/7958307/187231.06e-061.59e-05172
GO:003629312LiverHCCresponse to decreased oxygen levels179/7958322/187231.29e-061.87e-05179
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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
HIF1ANinsertionFrame_Shift_Insrs796594580c.615_616insTp.Ala208CysfsTer30p.A208Cfs*30Q9NWT6protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIF1ANSNVMissense_Mutationnovelc.521A>Gp.Gln174Argp.Q174RQ9NWT6protein_codingtolerated(0.09)possibly_damaging(0.857)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HIF1ANSNVMissense_Mutationc.388N>Ap.Glu130Lysp.E130KQ9NWT6protein_codingtolerated(0.49)benign(0.003)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
HIF1ANSNVMissense_Mutationc.484N>Gp.Phe162Valp.F162VQ9NWT6protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HIF1ANSNVMissense_Mutationc.249N>Tp.Glu83Aspp.E83DQ9NWT6protein_codingtolerated(0.06)benign(0.003)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
HIF1ANSNVMissense_Mutationc.926N>Ap.Pro309Hisp.P309HQ9NWT6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HIF1ANSNVMissense_Mutationnovelc.281N>Ap.Ser94Asnp.S94NQ9NWT6protein_codingtolerated(0.47)benign(0.013)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HIF1ANSNVMissense_Mutationrs762795856c.662N>Tp.Pro221Leup.P221LQ9NWT6protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A023-01Colorectumrectum adenocarcinomaFemale<65III/IVUnknownUnknownPD
HIF1ANSNVMissense_Mutationnovelc.454N>Tp.Asp152Tyrp.D152YQ9NWT6protein_codingtolerated(0.05)benign(0.415)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
HIF1ANSNVMissense_Mutationnovelc.350N>Tp.Arg117Metp.R117MQ9NWT6protein_codingdeleterious(0.04)benign(0.132)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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
55662HIF1ANNAL-4-THIOPROLINECHEMBL180036821665470
55662HIF1ANNAL-3,4-DEHYDROPROLINECHEMBL7892021665470
55662HIF1ANNABAICALEINBAICALEIN21665470
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