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: HIGD1A

Gene summary for HIGD1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIGD1A

Gene ID

25994

Gene nameHIG1 hypoxia inducible domain family member 1A
Gene AliasHIG1
Cytomap3p22.1
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q9Y241


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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
25994HIGD1AHTA11_2487_2000001011HumanColorectumSER1.14e-021.53e-01-0.1808
25994HIGD1AHTA11_78_2000001011HumanColorectumAD5.51e-174.49e-01-0.1088
25994HIGD1AHTA11_347_2000001011HumanColorectumAD1.69e-051.32e-01-0.1954
25994HIGD1AHTA11_411_2000001011HumanColorectumSER1.20e-076.00e-01-0.2602
25994HIGD1AHTA11_83_2000001011HumanColorectumSER1.79e-042.31e-01-0.1526
25994HIGD1AHTA11_2992_2000001011HumanColorectumSER1.53e-178.16e-01-0.1706
25994HIGD1AHTA11_5212_2000001011HumanColorectumAD2.50e-186.68e-01-0.2061
25994HIGD1AHTA11_99999970781_79442HumanColorectumMSS2.05e-061.98e-010.294
25994HIGD1AHTA11_99999965062_69753HumanColorectumMSI-H3.42e-044.33e-010.3487
25994HIGD1AHTA11_99999965104_69814HumanColorectumMSS2.22e-021.46e-010.281
25994HIGD1AHTA11_99999971662_82457HumanColorectumMSS9.56e-071.69e-010.3859
25994HIGD1ALZE3DHumanEsophagusHGIN4.03e-023.29e-010.0668
25994HIGD1ALZE4THumanEsophagusESCC4.29e-176.40e-010.0811
25994HIGD1ALZE5THumanEsophagusESCC7.31e-038.44e-010.0514
25994HIGD1ALZE7THumanEsophagusESCC6.08e-047.72e-010.0667
25994HIGD1ALZE8THumanEsophagusESCC2.40e-041.85e-010.067
25994HIGD1ALZE20THumanEsophagusESCC3.15e-03-6.94e-030.0662
25994HIGD1ALZE24THumanEsophagusESCC1.45e-199.30e-010.0596
25994HIGD1ALZE22D3HumanEsophagusHGIN8.44e-032.36e-010.0653
25994HIGD1ALZE6THumanEsophagusESCC1.69e-096.51e-010.0845
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
∗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
HIGD1ASNVMissense_Mutationnovelc.79G>Cp.Glu27Glnp.E27QQ9Y241protein_codingdeleterious(0.03)possibly_damaging(0.521)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
HIGD1ASNVMissense_Mutationrs561542879c.146N>Tp.Ala49Valp.A49VQ9Y241protein_codingdeleterious(0.01)possibly_damaging(0.666)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIGD1ASNVMissense_Mutationrs745348917c.271N>Tp.Val91Phep.V91FQ9Y241protein_codingdeleterious(0.02)benign(0.007)TCGA-A5-A0GR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HIGD1ASNVMissense_Mutationnovelc.303C>Ap.Phe101Leup.F101LQ9Y241protein_codingtolerated(0.08)possibly_damaging(0.611)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
HIGD1ASNVMissense_Mutationnovelc.267G>Ap.Met89Ilep.M89IQ9Y241protein_codingtolerated(0.45)benign(0.03)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
HIGD1ASNVMissense_Mutationc.296N>Ap.Arg99Glnp.R99QQ9Y241protein_codingtolerated(0.49)benign(0.003)TCGA-B5-A11N-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HIGD1ASNVMissense_Mutationc.192C>Ap.Ser64Argp.S64RQ9Y241protein_codingtolerated(0.14)benign(0.099)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HIGD1ASNVMissense_Mutationrs368330989c.277N>Gp.Met93Valp.M93VQ9Y241protein_codingtolerated(1)benign(0.009)TCGA-K7-A6G5-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
HIGD1ASNVMissense_Mutationnovelc.134N>Tp.Pro45Leup.P45LQ9Y241protein_codingtolerated(0.06)probably_damaging(0.984)TCGA-L4-A4E5-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
HIGD1ASNVMissense_Mutationc.172N>Ap.Gly58Argp.G58RQ9Y241protein_codingtolerated(0.2)possibly_damaging(0.767)TCGA-21-1077-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownPD
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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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