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: KRIT1

Gene summary for KRIT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRIT1

Gene ID

889

Gene nameKRIT1 ankyrin repeat containing
Gene AliasCAM
Cytomap7q21.2
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

O00522


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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
889KRIT1LZE2THumanEsophagusESCC3.08e-056.55e-010.082
889KRIT1LZE4THumanEsophagusESCC3.10e-124.17e-010.0811
889KRIT1LZE7THumanEsophagusESCC4.93e-074.51e-010.0667
889KRIT1LZE8THumanEsophagusESCC2.61e-103.16e-010.067
889KRIT1LZE20THumanEsophagusESCC1.15e-205.69e-010.0662
889KRIT1LZE22THumanEsophagusESCC4.11e-075.21e-010.068
889KRIT1LZE24THumanEsophagusESCC1.64e-184.66e-010.0596
889KRIT1LZE6THumanEsophagusESCC9.85e-052.70e-010.0845
889KRIT1P1T-EHumanEsophagusESCC5.04e-156.43e-010.0875
889KRIT1P2T-EHumanEsophagusESCC5.09e-609.26e-010.1177
889KRIT1P4T-EHumanEsophagusESCC4.83e-358.78e-010.1323
889KRIT1P5T-EHumanEsophagusESCC9.85e-213.95e-010.1327
889KRIT1P8T-EHumanEsophagusESCC3.21e-396.47e-010.0889
889KRIT1P9T-EHumanEsophagusESCC4.12e-265.57e-010.1131
889KRIT1P10T-EHumanEsophagusESCC2.68e-377.07e-010.116
889KRIT1P11T-EHumanEsophagusESCC6.44e-246.96e-010.1426
889KRIT1P12T-EHumanEsophagusESCC3.26e-488.62e-010.1122
889KRIT1P15T-EHumanEsophagusESCC4.35e-398.18e-010.1149
889KRIT1P16T-EHumanEsophagusESCC5.12e-811.65e+000.1153
889KRIT1P17T-EHumanEsophagusESCC8.78e-084.29e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:004545419EsophagusESCCcell redox homeostasis29/855235/187236.61e-066.75e-0529
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:19040197EsophagusESCCepithelial cell apoptotic process68/8552121/187231.27e-024.21e-0268
GO:00071636LiverNAFLDestablishment or maintenance of cell polarity46/1882218/187238.80e-074.60e-0546
GO:00300106LiverNAFLDestablishment of cell polarity34/1882143/187231.41e-066.56e-0534
GO:20001145LiverNAFLDregulation of establishment of cell polarity11/188222/187232.54e-061.06e-0411
GO:00328784LiverNAFLDregulation of establishment or maintenance of cell polarity11/188225/187231.20e-053.69e-0411
GO:1904019LiverNAFLDepithelial cell apoptotic process24/1882121/187238.75e-041.07e-0224
GO:1904036LiverNAFLDnegative regulation of epithelial cell apoptotic process12/188250/187233.32e-032.93e-0212
GO:00016676LiverNAFLDameboidal-type cell migration65/1882475/187236.32e-034.69e-0265
GO:000716312LiverCirrhoticestablishment or maintenance of cell polarity82/4634218/187231.55e-052.11e-0482
GO:000166712LiverCirrhoticameboidal-type cell migration145/4634475/187232.23e-031.36e-02145
GO:200011411LiverCirrhoticregulation of establishment of cell polarity12/463422/187232.61e-031.53e-0212
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452030EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
hsa04520114EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
hsa0452014LiverNAFLDAdherens junction37/104393/84651.50e-111.64e-091.32e-0937
hsa0452015LiverNAFLDAdherens junction37/104393/84651.50e-111.64e-091.32e-0937
hsa0452022LiverCirrhoticAdherens junction52/253093/84651.36e-071.97e-061.21e-0652
hsa0452032LiverCirrhoticAdherens junction52/253093/84651.36e-071.97e-061.21e-0652
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0452016LungIACAdherens junction37/105393/84651.99e-112.16e-091.43e-0937
hsa0401510LungIACRap1 signaling pathway41/1053210/84652.01e-031.07e-027.10e-0341
hsa0452017LungIACAdherens junction37/105393/84651.99e-112.16e-091.43e-0937
hsa0401511LungIACRap1 signaling pathway41/1053210/84652.01e-031.07e-027.10e-0341
hsa0452023LungAISAdherens junction34/96193/84651.59e-101.29e-088.26e-0934
hsa0401521LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0452033LungAISAdherens junction34/96193/84651.59e-101.29e-088.26e-0934
hsa0401531LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0452029Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
hsa0401518Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
hsa04520113Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
hsa0401519Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
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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
KRIT1SNVMissense_Mutationnovelc.1277N>Ap.Arg426Lysp.R426KO00522protein_codingtolerated(0.85)possibly_damaging(0.867)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
KRIT1SNVMissense_Mutationc.816G>Cp.Gln272Hisp.Q272HO00522protein_codingtolerated(0.38)possibly_damaging(0.804)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KRIT1SNVMissense_Mutationnovelc.1277G>Tp.Arg426Ilep.R426IO00522protein_codingtolerated(0.06)probably_damaging(0.974)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KRIT1SNVMissense_Mutationc.1631N>Tp.Tyr544Phep.Y544FO00522protein_codingtolerated(0.21)benign(0.007)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KRIT1SNVMissense_Mutationc.2051G>Ap.Gly684Aspp.G684DO00522protein_codingtolerated(0.26)possibly_damaging(0.563)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KRIT1SNVMissense_Mutationrs747422648c.769G>Ap.Ala257Thrp.A257TO00522protein_codingtolerated(0.45)probably_damaging(0.98)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KRIT1SNVMissense_Mutationc.1145N>Cp.Arg382Thrp.R382TO00522protein_codingtolerated(0.15)probably_damaging(0.942)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
KRIT1SNVMissense_Mutationc.544N>Gp.Pro182Alap.P182AO00522protein_codingtolerated(0.83)probably_damaging(0.98)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
KRIT1SNVMissense_Mutationc.629N>Gp.Tyr210Cysp.Y210CO00522protein_codingtolerated(0.14)probably_damaging(0.993)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
KRIT1insertionNonsense_Mutationnovelc.6_7insTGATp.Asn3Terp.N3*O00522protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<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
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