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: KCNQ1OT1

Gene summary for KCNQ1OT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KCNQ1OT1

Gene ID

10984

Gene nameKCNQ1 opposite strand/antisense transcript 1
Gene AliasKCNQ1-AS2
Cytomap11p15.5
Gene TypencRNA
GO ID

GO:0006139

UniProtAcc

NA


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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
10984KCNQ1OT1GSM4909285HumanBreastIDC4.77e-245.63e-010.21
10984KCNQ1OT1GSM4909286HumanBreastIDC3.52e-11-3.27e-010.1081
10984KCNQ1OT1GSM4909293HumanBreastIDC6.97e-174.00e-010.1581
10984KCNQ1OT1GSM4909295HumanBreastIDC2.28e-044.62e-010.0898
10984KCNQ1OT1GSM4909298HumanBreastIDC1.55e-317.12e-010.1551
10984KCNQ1OT1GSM4909311HumanBreastIDC7.71e-11-3.29e-010.1534
10984KCNQ1OT1GSM4909312HumanBreastIDC2.23e-08-3.25e-010.1552
10984KCNQ1OT1GSM4909315HumanBreastIDC1.03e-07-3.14e-010.21
10984KCNQ1OT1GSM4909317HumanBreastIDC6.46e-155.37e-010.1355
10984KCNQ1OT1GSM4909319HumanBreastIDC7.71e-11-2.98e-010.1563
10984KCNQ1OT1brca10HumanBreastPrecancer5.71e-03-2.77e-01-0.0029
10984KCNQ1OT1NCCBC14HumanBreastDCIS1.73e-08-1.28e-010.2021
10984KCNQ1OT1NCCBC5HumanBreastDCIS1.30e-07-3.08e-010.2046
10984KCNQ1OT1DCIS2HumanBreastDCIS3.27e-386.14e-010.0085
10984KCNQ1OT1CCI_1HumanCervixCC3.77e-042.97e-010.528
10984KCNQ1OT1CCI_2HumanCervixCC2.86e-054.37e-010.5249
10984KCNQ1OT1CCI_3HumanCervixCC1.65e-186.72e-010.516
10984KCNQ1OT1TumorHumanCervixCC8.77e-101.96e-010.1241
10984KCNQ1OT1sample1HumanCervixCC2.17e-176.08e-010.0959
10984KCNQ1OT1sample3HumanCervixCC5.84e-203.89e-010.1387
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
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:00313318LungIACpositive regulation of cellular catabolic process98/2061427/187237.79e-139.25e-1098
GO:00609646LungIACregulation of gene silencing by miRNA18/206149/187232.10e-069.45e-0518
GO:00601475LungIACregulation of posttranscriptional gene silencing18/206152/187235.60e-062.13e-0418
GO:00609664LungIACregulation of gene silencing by RNA18/206153/187237.61e-062.64e-0418
GO:00105864LungIACmiRNA metabolic process12/206127/187231.09e-053.39e-0412
GO:00064017LungIACRNA catabolic process54/2061278/187232.27e-056.28e-0454
GO:00609683LungIACregulation of gene silencing22/206181/187234.37e-051.04e-0322
GO:00609652LungIACnegative regulation of gene silencing by miRNA10/206122/187234.73e-051.09e-0310
GO:00601492LungIACnegative regulation of posttranscriptional gene silencing10/206124/187231.17e-042.22e-0310
GO:00609672LungIACnegative regulation of gene silencing by RNA10/206124/187231.17e-042.22e-0310
GO:0060969LungIACnegative regulation of gene silencing10/206129/187237.11e-049.50e-0310
GO:00105872LungIACmiRNA catabolic process6/206112/187239.06e-041.11e-026
GO:00346557LungIACnucleobase-containing compound catabolic process63/2061407/187233.31e-032.84e-0263
GO:20006281LungIACregulation of miRNA metabolic process5/206112/187236.55e-034.60e-025
GO:000989613LungAISpositive regulation of catabolic process103/1849492/187239.59e-141.86e-10103
GO:003133113LungAISpositive regulation of cellular catabolic process89/1849427/187236.12e-124.46e-0989
GO:006096412LungAISregulation of gene silencing by miRNA16/184949/187231.08e-054.40e-0416
GO:006014712LungAISregulation of posttranscriptional gene silencing16/184952/187232.51e-058.13e-0416
GO:006096612LungAISregulation of gene silencing by RNA16/184953/187233.27e-051.01e-0316
GO:006096811LungAISregulation of gene silencing19/184981/187232.73e-045.19e-0319
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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
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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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