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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: KREMEN1

Gene summary for KREMEN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KREMEN1

Gene ID

83999

Gene namekringle containing transmembrane protein 1
Gene AliasECTD13
Cytomap22q12.1
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q96MU8


Top

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
83999KREMEN1CA_HPV_1HumanCervixCC4.85e-02-1.39e-010.0264
83999KREMEN1CCI_2HumanCervixCC2.17e-066.90e-010.5249
83999KREMEN1CCI_3HumanCervixCC9.51e-241.39e+000.516
83999KREMEN1HTA11_99999965104_69814HumanColorectumMSS5.02e-032.80e-010.281
83999KREMEN1A015-C-203HumanColorectumFAP2.17e-08-1.44e-01-0.1294
83999KREMEN1A002-C-203HumanColorectumFAP1.05e-02-1.87e-010.2786
83999KREMEN1A001-C-108HumanColorectumFAP4.04e-04-1.97e-01-0.0272
83999KREMEN1A002-C-205HumanColorectumFAP1.64e-02-1.29e-01-0.1236
83999KREMEN1A015-C-006HumanColorectumFAP1.54e-02-2.86e-01-0.0994
83999KREMEN1A002-C-114HumanColorectumFAP4.01e-02-2.18e-01-0.1561
83999KREMEN1A015-C-104HumanColorectumFAP1.17e-06-1.05e-01-0.1899
83999KREMEN1A001-C-014HumanColorectumFAP2.42e-04-2.08e-010.0135
83999KREMEN1A002-C-016HumanColorectumFAP5.09e-04-1.95e-010.0521
83999KREMEN1A001-C-203HumanColorectumFAP2.60e-02-1.08e-01-0.0481
83999KREMEN1A002-C-116HumanColorectumFAP2.94e-09-2.45e-01-0.0452
83999KREMEN1A014-C-008HumanColorectumFAP1.33e-02-3.03e-01-0.191
83999KREMEN1F034HumanColorectumFAP1.08e-04-2.30e-01-0.0665
83999KREMEN1F072BHumanColorectumFAP2.41e-02-2.38e-010.257
83999KREMEN1LZE7THumanEsophagusESCC4.35e-086.88e-010.0667
83999KREMEN1LZE24THumanEsophagusESCC1.78e-041.53e-010.0596
Page: 1 2 3 4 5 

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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:003011110Oral cavityOSCCregulation of Wnt signaling pathway165/7305328/187231.87e-051.80e-04165
GO:006082810Oral cavityOSCCregulation of canonical Wnt signaling pathway128/7305253/187231.11e-048.16e-04128
GO:001097510Oral cavityOSCCregulation of neuron projection development210/7305445/187232.35e-041.52e-03210
GO:006007010Oral cavityOSCCcanonical Wnt signaling pathway148/7305303/187232.89e-041.82e-03148
GO:190303418Oral cavityOSCCregulation of response to wounding87/7305167/187233.91e-042.38e-0387
GO:00486784Oral cavityOSCCresponse to axon injury46/730583/187231.76e-038.31e-0346
GO:00311023Oral cavityOSCCneuron projection regeneration35/730560/187231.87e-038.82e-0335
GO:00311032Oral cavityOSCCaxon regeneration30/730552/187234.84e-031.92e-0230
GO:00313458Oral cavityOSCCnegative regulation of cell projection organization89/7305186/187238.51e-033.09e-0289
GO:0070570Oral cavityOSCCregulation of neuron projection regeneration20/730533/187239.78e-033.45e-0220
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
KREMEN1SNVMissense_Mutationrs775424604c.479N>Gp.Phe160Cysp.F160CQ96MU8protein_codingdeleterious(0)probably_damaging(0.935)TCGA-AN-A0AT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KREMEN1SNVMissense_Mutationc.1015G>Tp.Ala339Serp.A339SQ96MU8protein_codingtolerated(0.38)benign(0.019)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
KREMEN1SNVMissense_Mutationrs749155972c.1148N>Gp.Met383Argp.M383RQ96MU8protein_codingtolerated_low_confidence(0.7)benign(0.003)TCGA-EW-A1J3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
KREMEN1SNVMissense_Mutationnovelc.1444C>Tp.Leu482Phep.L482FQ96MU8protein_codingbenign(0.045)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KREMEN1SNVMissense_Mutationnovelc.148N>Tp.Ala50Serp.A50SQ96MU8protein_codingtolerated(1)benign(0.013)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KREMEN1SNVMissense_Mutationnovelc.1129N>Cp.Asn377Hisp.N377HQ96MU8protein_codingtolerated_low_confidence(0.33)benign(0)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
KREMEN1SNVMissense_Mutationnovelc.1130N>Cp.Asn377Thrp.N377TQ96MU8protein_codingtolerated_low_confidence(0.61)benign(0)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
KREMEN1SNVMissense_Mutationrs751542642c.856N>Ap.Gly286Argp.G286RQ96MU8protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
KREMEN1SNVMissense_Mutationrs774077658c.500N>Gp.Tyr167Cysp.Y167CQ96MU8protein_codingdeleterious(0.05)probably_damaging(0.964)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
KREMEN1SNVMissense_Mutationnovelc.377N>Cp.Lys126Thrp.K126TQ96MU8protein_codingtolerated(0.23)possibly_damaging(0.544)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
Page: 1 2 3 4 5 6 

Top

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
Page: 1