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: ANO7

Gene summary for ANO7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANO7

Gene ID

50636

Gene nameanoctamin 7
Gene AliasD-TMPP
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6IWH7


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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
50636ANO7HTA11_78_2000001011HumanColorectumAD2.79e-022.17e-01-0.1088
50636ANO7HTA11_2112_2000001011HumanColorectumSER7.02e-034.42e-01-0.2196
50636ANO7HTA11_3361_2000001011HumanColorectumAD9.33e-053.59e-01-0.1207
50636ANO7HTA11_696_2000001011HumanColorectumAD2.92e-114.11e-01-0.1464
50636ANO7HTA11_866_2000001011HumanColorectumAD2.31e-072.60e-01-0.1001
50636ANO7P15T-EHumanEsophagusESCC1.14e-061.32e-010.1149
50636ANO7P16T-EHumanEsophagusESCC8.40e-041.14e-010.1153
50636ANO7P21T-EHumanEsophagusESCC3.89e-122.12e-010.1617
50636ANO7P28T-EHumanEsophagusESCC8.84e-051.26e-010.1149
50636ANO7P49T-EHumanEsophagusESCC1.65e-022.14e-010.1768
50636ANO7P62T-EHumanEsophagusESCC1.36e-046.56e-020.1302
50636ANO7P74T-EHumanEsophagusESCC4.38e-051.27e-010.1479
50636ANO7P76T-EHumanEsophagusESCC4.17e-051.35e-010.1207
50636ANO7P79T-EHumanEsophagusESCC3.75e-037.32e-020.1154
50636ANO7P82T-EHumanEsophagusESCC4.27e-062.23e-010.1072
50636ANO7P83T-EHumanEsophagusESCC7.64e-051.74e-010.1738
50636ANO7P89T-EHumanEsophagusESCC2.04e-032.45e-010.1752
50636ANO7P94T-EHumanEsophagusESCC1.43e-025.38e-010.0879
50636ANO7P104T-EHumanEsophagusESCC4.22e-125.60e-010.0931
50636ANO7P107T-EHumanEsophagusESCC3.88e-058.81e-020.171
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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
∗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:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:0015748ColorectumADorganophosphate ester transport42/3918140/187237.04e-034.31e-0242
GO:0007009ColorectumSERplasma membrane organization36/2897142/187231.50e-031.62e-0236
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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
ANO7SNVMissense_Mutationc.800N>Gp.Pro267Argp.P267RQ6IWH7protein_codingtolerated(0.27)benign(0.011)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANO7insertionIn_Frame_Insnovelc.521_522insTTAp.Ala174_Ser175insTyrp.A174_S175insYQ6IWH7protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
ANO7insertionFrame_Shift_Insnovelc.522_523insCACGGCTACAGAAATGCCAGTCTTTp.Ser175HisfsTer78p.S175Hfs*78Q6IWH7protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
ANO7SNVMissense_Mutationrs543636867c.247N>Ap.Gly83Argp.G83RQ6IWH7protein_codingdeleterious(0.03)possibly_damaging(0.573)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ANO7SNVMissense_Mutationc.611N>Tp.Ala204Valp.A204VQ6IWH7protein_codingtolerated(0.22)benign(0.255)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANO7SNVMissense_Mutationc.1502C>Tp.Ser501Phep.S501FQ6IWH7protein_codingtolerated(0.67)benign(0.018)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANO7SNVMissense_Mutationrs375780942c.1483C>Tp.Arg495Cysp.R495CQ6IWH7protein_codingtolerated(0.1)possibly_damaging(0.809)TCGA-HG-A2PA-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificTaxolPD
ANO7SNVMissense_Mutationc.1688N>Ap.Ile563Asnp.I563NQ6IWH7protein_codingdeleterious(0)possibly_damaging(0.83)TCGA-JX-A3Q8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANO7SNVMissense_Mutationrs373704127c.1247N>Ap.Arg416Glnp.R416QQ6IWH7protein_codingtolerated(0.24)benign(0.15)TCGA-Q1-A73S-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ANO7SNVMissense_Mutationrs770239303c.2041N>Ap.Ala681Thrp.A681TQ6IWH7protein_codingtolerated(0.54)benign(0.037)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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