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: KCNQ1

Gene summary for KCNQ1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNQ1

Gene ID

3784

Gene namepotassium voltage-gated channel subfamily Q member 1
Gene AliasATFB1
Cytomap11p15.5-p15.4
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

P51787


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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
3784KCNQ1HTA11_3410_2000001011HumanColorectumAD7.19e-08-2.59e-010.0155
3784KCNQ1HTA11_2112_2000001011HumanColorectumSER6.76e-03-3.10e-01-0.2196
3784KCNQ1HTA11_1391_2000001011HumanColorectumAD1.33e-036.24e-01-0.059
3784KCNQ1HTA11_5212_2000001011HumanColorectumAD2.42e-02-5.62e-01-0.2061
3784KCNQ1HTA11_7696_3000711011HumanColorectumAD9.39e-045.37e-010.0674
3784KCNQ1HTA11_6818_2000001011HumanColorectumAD1.93e-024.81e-010.0112
3784KCNQ1HTA11_99999965062_69753HumanColorectumMSI-H4.22e-049.63e-010.3487
3784KCNQ1HTA11_99999971662_82457HumanColorectumMSS5.76e-241.29e+000.3859
3784KCNQ1F007HumanColorectumFAP1.10e-03-1.49e-020.1176
3784KCNQ1A001-C-207HumanColorectumFAP2.89e-044.26e-020.1278
3784KCNQ1A015-C-203HumanColorectumFAP1.37e-33-4.71e-01-0.1294
3784KCNQ1A015-C-204HumanColorectumFAP5.44e-08-2.71e-01-0.0228
3784KCNQ1A014-C-040HumanColorectumFAP6.96e-04-1.08e-01-0.1184
3784KCNQ1A002-C-201HumanColorectumFAP3.27e-12-5.05e-020.0324
3784KCNQ1A002-C-203HumanColorectumFAP9.07e-041.10e-010.2786
3784KCNQ1A001-C-119HumanColorectumFAP5.52e-09-3.43e-01-0.1557
3784KCNQ1A001-C-108HumanColorectumFAP8.30e-18-1.08e-03-0.0272
3784KCNQ1A002-C-205HumanColorectumFAP2.08e-29-3.69e-01-0.1236
3784KCNQ1A001-C-104HumanColorectumFAP4.78e-036.07e-020.0184
3784KCNQ1A015-C-005HumanColorectumFAP1.32e-024.87e-02-0.0336
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
GO:00064018BreastPrecancerRNA catabolic process34/1080278/187232.88e-056.39e-0434
GO:00346558BreastPrecancernucleobase-containing compound catabolic process42/1080407/187231.91e-043.06e-0342
GO:00098969BreastPrecancerpositive regulation of catabolic process48/1080492/187232.62e-043.84e-0348
GO:00313319BreastPrecancerpositive regulation of cellular catabolic process43/1080427/187232.75e-044.00e-0343
GO:00467007BreastPrecancerheterocycle catabolic process44/1080445/187233.49e-044.88e-0344
GO:00442708BreastPrecancercellular nitrogen compound catabolic process44/1080451/187234.64e-046.12e-0344
GO:00194397BreastPrecanceraromatic compound catabolic process44/1080467/187239.55e-041.07e-0244
GO:00346604BreastPrecancerncRNA metabolic process45/1080485/187231.15e-031.26e-0245
GO:19013617BreastPrecancerorganic cyclic compound catabolic process45/1080495/187231.73e-031.74e-0245
GO:000989614BreastIDCpositive regulation of catabolic process62/1434492/187237.06e-051.42e-0362
GO:003133114BreastIDCpositive regulation of cellular catabolic process54/1434427/187231.85e-043.07e-0354
GO:000640113BreastIDCRNA catabolic process38/1434278/187233.54e-045.16e-0338
GO:190136112BreastIDCorganic cyclic compound catabolic process56/1434495/187232.12e-031.99e-0256
GO:004670012BreastIDCheterocycle catabolic process51/1434445/187232.51e-032.25e-0251
GO:003465513BreastIDCnucleobase-containing compound catabolic process47/1434407/187233.12e-032.63e-0247
GO:004427012BreastIDCcellular nitrogen compound catabolic process50/1434451/187235.29e-033.93e-0250
GO:001943912BreastIDCaromatic compound catabolic process51/1434467/187236.54e-034.59e-0251
GO:000989624BreastDCISpositive regulation of catabolic process61/1390492/187235.32e-051.09e-0361
GO:003133124BreastDCISpositive regulation of cellular catabolic process54/1390427/187238.34e-051.58e-0354
GO:000640123BreastDCISRNA catabolic process38/1390278/187231.91e-043.08e-0338
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05110ColorectumADVibrio cholerae infection29/209250/84655.10e-077.12e-064.54e-0629
hsa04971ColorectumADGastric acid secretion29/209276/84656.25e-032.68e-021.71e-0229
hsa04972ColorectumADPancreatic secretion36/2092102/84651.06e-023.98e-022.54e-0236
hsa051101ColorectumADVibrio cholerae infection29/209250/84655.10e-077.12e-064.54e-0629
hsa049711ColorectumADGastric acid secretion29/209276/84656.25e-032.68e-021.71e-0229
hsa049721ColorectumADPancreatic secretion36/2092102/84651.06e-023.98e-022.54e-0236
hsa051102ColorectumSERVibrio cholerae infection24/158050/84652.17e-063.13e-052.28e-0524
hsa049712ColorectumSERGastric acid secretion27/158076/84653.65e-043.27e-032.38e-0327
hsa049722ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa051103ColorectumSERVibrio cholerae infection24/158050/84652.17e-063.13e-052.28e-0524
hsa049713ColorectumSERGastric acid secretion27/158076/84653.65e-043.27e-032.38e-0327
hsa049723ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa051104ColorectumMSSVibrio cholerae infection27/187550/84658.58e-071.20e-057.34e-0627
hsa049714ColorectumMSSGastric acid secretion27/187576/84655.20e-032.18e-021.34e-0227
hsa04725ColorectumMSSCholinergic synapse36/1875113/84651.05e-023.69e-022.26e-0236
hsa049724ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa051105ColorectumMSSVibrio cholerae infection27/187550/84658.58e-071.20e-057.34e-0627
hsa049715ColorectumMSSGastric acid secretion27/187576/84655.20e-032.18e-021.34e-0227
hsa047251ColorectumMSSCholinergic synapse36/1875113/84651.05e-023.69e-022.26e-0236
hsa049725ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
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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
KCNQ1SNVMissense_Mutationrs199472704c.626C>Tp.Ser209Phep.S209FP51787protein_codingdeleterious(0)probably_damaging(0.932)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
KCNQ1SNVMissense_Mutationc.653N>Tp.Lys218Metp.K218MP51787protein_codingdeleterious(0)probably_damaging(0.92)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
KCNQ1SNVMissense_Mutationrs749351255c.553G>Ap.Val185Metp.V185MP51787protein_codingtolerated(0.13)possibly_damaging(0.539)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
KCNQ1SNVMissense_Mutationc.1440N>Ap.Met480Ilep.M480IP51787protein_codingtolerated(0.38)benign(0)TCGA-D8-A1XJ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
KCNQ1insertionIn_Frame_Insnovelc.1461_1462insATTTTAp.Glu487_Asp488insIleLeup.E487_D488insILP51787protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KCNQ1insertionFrame_Shift_Insnovelc.1462_1463insATTTTTTTTCAGTAAGTTTGTATGTAGTp.Leu489PhefsTer36p.L489Ffs*36P51787protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KCNQ1deletionFrame_Shift_Delrs776103376c.1258delNp.Lys422SerfsTer10p.K422Sfs*10P51787protein_codingTCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
KCNQ1SNVMissense_Mutationrs199472692c.484N>Ap.Val162Metp.V162MP51787protein_codingdeleterious(0)probably_damaging(0.976)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KCNQ1SNVMissense_Mutationc.1278N>Gp.Asp426Glup.D426EP51787protein_codingtolerated(0.52)benign(0.005)TCGA-JX-A3PZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
KCNQ1SNVMissense_Mutationc.1895N>Ap.Arg632Lysp.R632KP51787protein_codingtolerated(0.62)benign(0.036)TCGA-Q1-A73O-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
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEINDAPAMIDEINDAPAMIDE
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEblocker135650484
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEactivator135650906
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEIndapamideINDAPAMIDE
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEblocker252166811
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEINSULININSULIN17182020
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEblocker53801037
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEBEPRIDILBEPRIDIL
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEICA-105665
3784KCNQ1DRUGGABLE GENOME, ION CHANNEL, CELL SURFACEblocker135650352CHEMBL298475
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