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: ANO1

Gene summary for ANO1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANO1

Gene ID

55107

Gene nameanoctamin 1
Gene AliasDOG1
Cytomap11q13.3
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

Q5XXA6


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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
55107ANO1TumorHumanCervixCC2.51e-346.66e-010.1241
55107ANO1sample3HumanCervixCC8.31e-476.71e-010.1387
55107ANO1T3HumanCervixCC8.08e-426.55e-010.1389
55107ANO1HTA11_2487_2000001011HumanColorectumSER7.90e-113.54e-01-0.1808
55107ANO1HTA11_2951_2000001011HumanColorectumAD3.40e-032.91e-010.0216
55107ANO1HTA11_78_2000001011HumanColorectumAD2.65e-102.87e-01-0.1088
55107ANO1HTA11_3361_2000001011HumanColorectumAD2.22e-021.51e-01-0.1207
55107ANO1HTA11_866_2000001011HumanColorectumAD2.40e-032.23e-01-0.1001
55107ANO1HTA11_7663_2000001011HumanColorectumSER7.76e-074.13e-010.0131
55107ANO1HTA11_99999970781_79442HumanColorectumMSS2.86e-051.07e-010.294
55107ANO1LZE2THumanEsophagusESCC1.02e-037.91e-010.082
55107ANO1LZE4THumanEsophagusESCC4.55e-124.66e-010.0811
55107ANO1LZE8THumanEsophagusESCC2.13e-023.03e-010.067
55107ANO1LZE22THumanEsophagusESCC2.72e-047.72e-010.068
55107ANO1LZE21THumanEsophagusESCC1.22e-028.05e-010.0655
55107ANO1P2T-EHumanEsophagusESCC3.01e-481.08e+000.1177
55107ANO1P5T-EHumanEsophagusESCC1.90e-203.74e-010.1327
55107ANO1P8T-EHumanEsophagusESCC1.49e-031.15e-010.0889
55107ANO1P11T-EHumanEsophagusESCC1.62e-073.76e-010.1426
55107ANO1P15T-EHumanEsophagusESCC2.17e-125.90e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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:005122210CervixCCpositive regulation of protein transport72/2311303/187232.36e-081.70e-0672
GO:190495110CervixCCpositive regulation of establishment of protein localization73/2311319/187239.69e-085.25e-0673
GO:003460510CervixCCcellular response to heat22/231169/187231.65e-053.20e-0422
GO:19016538CervixCCcellular response to peptide72/2311359/187231.89e-053.48e-0472
GO:000974310CervixCCresponse to carbohydrate53/2311253/187237.02e-059.85e-0453
GO:003428410CervixCCresponse to monosaccharide48/2311225/187239.48e-051.25e-0348
GO:00094089CervixCCresponse to heat27/2311110/187233.12e-043.32e-0327
GO:000974610CervixCCresponse to hexose45/2311219/187233.73e-043.86e-0345
GO:00425939CervixCCglucose homeostasis50/2311258/187237.57e-046.76e-0350
GO:00335009CervixCCcarbohydrate homeostasis50/2311259/187238.28e-047.22e-0350
GO:00092668CervixCCresponse to temperature stimulus37/2311178/187239.45e-047.95e-0337
GO:00016788CervixCCcellular glucose homeostasis36/2311172/187239.65e-048.09e-0336
GO:00097499CervixCCresponse to glucose42/2311212/187231.23e-039.87e-0342
GO:00507148CervixCCpositive regulation of protein secretion29/2311137/187232.40e-031.70e-0229
GO:00713229CervixCCcellular response to carbohydrate stimulus33/2311163/187232.71e-031.85e-0233
GO:00713338CervixCCcellular response to glucose stimulus31/2311151/187232.86e-031.91e-0231
GO:00713318CervixCCcellular response to hexose stimulus31/2311153/187233.53e-032.27e-0231
GO:00713268CervixCCcellular response to monosaccharide stimulus31/2311154/187233.90e-032.46e-0231
GO:00611785CervixCCregulation of insulin secretion involved in cellular response to glucose stimulus16/231164/187234.05e-032.52e-0216
GO:00320245CervixCCpositive regulation of insulin secretion18/231178/187235.94e-033.40e-0218
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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
ANO1SNVMissense_Mutationc.643N>Gp.Gln215Glup.Q215EQ5XXA6protein_codingtolerated(0.94)benign(0.007)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ANO1SNVMissense_Mutationc.1812N>Cp.Glu604Aspp.E604DQ5XXA6protein_codingtolerated(0.24)benign(0.261)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ANO1SNVMissense_Mutationrs201962504c.2632G>Ap.Asp878Asnp.D878NQ5XXA6protein_codingdeleterious(0.02)possibly_damaging(0.617)TCGA-S3-AA12-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ANO1SNVMissense_Mutationnovelc.1130N>Tp.Thr377Ilep.T377IQ5XXA6protein_codingtolerated(0.18)possibly_damaging(0.859)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANO1SNVMissense_Mutationnovelc.2410N>Ap.Val804Metp.V804MQ5XXA6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANO1SNVMissense_Mutationrs770219157c.2873N>Tp.Pro958Leup.P958LQ5XXA6protein_codingtolerated(0.26)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANO1SNVMissense_Mutationrs778151682c.880N>Ap.Glu294Lysp.E294KQ5XXA6protein_codingtolerated(0.07)benign(0.063)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANO1SNVMissense_Mutationc.1360N>Ap.Pro454Thrp.P454TQ5XXA6protein_codingtolerated(0.11)possibly_damaging(0.898)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ANO1SNVMissense_Mutationrs373835880c.2473N>Ap.Gly825Argp.G825RQ5XXA6protein_codingdeleterious(0.03)probably_damaging(1)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ANO1SNVMissense_Mutationrs768459625c.2140N>Ap.Glu714Lysp.E714KQ5XXA6protein_codingdeleterious(0.01)possibly_damaging(0.745)TCGA-JX-A5QV-01Cervixcervical & endocervical cancerFemale<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
55107ANO1ION CHANNELblocker178100996
55107ANO1ION CHANNELblocker178100993
55107ANO1ION CHANNELblocker178101041
55107ANO1ION CHANNELactivator135652731
55107ANO1ION CHANNELblocker135650716
55107ANO1ION CHANNELblocker178100935
55107ANO1ION CHANNELblocker53801058MIBEFRADIL
55107ANO1ION CHANNELblocker178101136
55107ANO1ION CHANNELblocker135650270FLUOXETINE
55107ANO1ION CHANNELblocker135650269
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