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: LIN7C

Gene summary for LIN7C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIN7C

Gene ID

55327

Gene namelin-7 homolog C, crumbs cell polarity complex component
Gene AliasLIN-7-C
Cytomap11p14.1
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q9NUP9


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
55327LIN7CHTA11_1938_2000001011HumanColorectumAD8.01e-063.41e-01-0.0811
55327LIN7CHTA11_347_2000001011HumanColorectumAD1.03e-144.30e-01-0.1954
55327LIN7CHTA11_1391_2000001011HumanColorectumAD7.67e-052.38e-01-0.059
55327LIN7CHTA11_7862_2000001011HumanColorectumAD1.38e-064.11e-01-0.0179
55327LIN7CHTA11_866_3004761011HumanColorectumAD2.55e-032.01e-010.096
55327LIN7CHTA11_6801_2000001011HumanColorectumSER2.86e-024.76e-010.0171
55327LIN7CHTA11_99999970781_79442HumanColorectumMSS1.32e-104.13e-010.294
55327LIN7CHTA11_99999965104_69814HumanColorectumMSS6.21e-053.18e-010.281
55327LIN7CHTA11_99999971662_82457HumanColorectumMSS4.98e-043.25e-010.3859
55327LIN7CLZE4THumanEsophagusESCC1.02e-092.48e-010.0811
55327LIN7CLZE5THumanEsophagusESCC6.77e-032.65e-010.0514
55327LIN7CLZE7THumanEsophagusESCC3.01e-052.81e-010.0667
55327LIN7CLZE24THumanEsophagusESCC5.74e-172.36e-010.0596
55327LIN7CP1T-EHumanEsophagusESCC1.71e-051.28e-010.0875
55327LIN7CP2T-EHumanEsophagusESCC2.46e-121.67e-010.1177
55327LIN7CP4T-EHumanEsophagusESCC8.52e-202.88e-010.1323
55327LIN7CP5T-EHumanEsophagusESCC2.62e-171.06e-010.1327
55327LIN7CP8T-EHumanEsophagusESCC5.13e-101.21e-010.0889
55327LIN7CP9T-EHumanEsophagusESCC4.71e-091.65e-010.1131
55327LIN7CP10T-EHumanEsophagusESCC3.86e-193.38e-010.116
Page: 1 2 3 4 5 6 

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
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
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.

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:00020115EsophagusESCCmorphogenesis of an epithelial sheet42/855257/187231.62e-051.45e-0442
GO:00350888EsophagusESCCestablishment or maintenance of apical/basal cell polarity32/855249/187234.39e-031.73e-0232
GO:00612458EsophagusESCCestablishment or maintenance of bipolar cell polarity32/855249/187234.39e-031.73e-0232
GO:00451978EsophagusESCCestablishment or maintenance of epithelial cell apical/basal polarity29/855244/187235.41e-032.02e-0229
GO:199077821LiverHCCprotein localization to cell periphery200/7958333/187236.07e-112.23e-09200
GO:000716322LiverHCCestablishment or maintenance of cell polarity133/7958218/187232.48e-085.73e-07133
GO:199077816Oral cavityOSCCprotein localization to cell periphery190/7305333/187231.46e-115.13e-10190
GO:000716318Oral cavityOSCCestablishment or maintenance of cell polarity129/7305218/187231.16e-092.86e-08129
GO:00020114Oral cavityOSCCmorphogenesis of an epithelial sheet37/730557/187236.66e-055.38e-0437
GO:199077817Oral cavityLPprotein localization to cell periphery133/4623333/187234.42e-102.21e-08133
GO:000716319Oral cavityLPestablishment or maintenance of cell polarity79/4623218/187238.84e-051.11e-0379
GO:000716327SkincSCCestablishment or maintenance of cell polarity103/4864218/187239.44e-124.85e-10103
GO:199077824SkincSCCprotein localization to cell periphery134/4864333/187237.09e-092.30e-07134
GO:003508814SkincSCCestablishment or maintenance of apical/basal cell polarity26/486449/187234.78e-054.96e-0426
GO:006124514SkincSCCestablishment or maintenance of bipolar cell polarity26/486449/187234.78e-054.96e-0426
GO:004519714SkincSCCestablishment or maintenance of epithelial cell apical/basal polarity23/486444/187231.74e-041.49e-0323
GO:000201114SkincSCCmorphogenesis of an epithelial sheet26/486457/187231.05e-037.06e-0326
GO:00300111SkincSCCmaintenance of cell polarity11/486419/187233.17e-031.73e-0211
GO:1990778111ThyroidPTCprotein localization to cell periphery172/5968333/187233.71e-142.30e-12172
GO:0007163111ThyroidPTCestablishment or maintenance of cell polarity115/5968218/187231.15e-103.90e-09115
Page: 1 2 3 

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
LIN7CSNVMissense_Mutationc.385N>Cp.Asp129Hisp.D129HQ9NUP9protein_codingdeleterious(0.02)benign(0.151)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationc.392N>Gp.His131Argp.H131RQ9NUP9protein_codingdeleterious(0.03)benign(0.148)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationc.564N>Tp.Met188Ilep.M188IQ9NUP9protein_codingtolerated(0.07)benign(0.001)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationnovelc.199N>Tp.Pro67Serp.P67SQ9NUP9protein_codingdeleterious(0.01)benign(0.297)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationnovelc.320T>Gp.Ile107Serp.I107SQ9NUP9protein_codingdeleterious(0)possibly_damaging(0.597)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationc.280G>Cp.Val94Leup.V94LQ9NUP9protein_codingdeleterious(0)possibly_damaging(0.612)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
LIN7CSNVMissense_Mutationnovelc.524N>Tp.Pro175Leup.P175LQ9NUP9protein_codingdeleterious(0.04)probably_damaging(1)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationrs777986916c.232N>Gp.Thr78Alap.T78AQ9NUP9protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationrs539932524c.577N>Tp.Arg193Cysp.R193CQ9NUP9protein_codingtolerated_low_confidence(0.05)benign(0.028)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LIN7CSNVMissense_Mutationc.130N>Cp.Ser44Argp.S44RQ9NUP9protein_codingdeleterious(0.01)probably_damaging(1)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

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