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: FANCL

Gene summary for FANCL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FANCL

Gene ID

55120

Gene nameFA complementation group L
Gene AliasFAAP43
Cytomap2p16.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9NW38


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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
55120FANCLCCI_1HumanCervixCC3.55e-026.01e-010.528
55120FANCLCCI_2HumanCervixCC1.37e-065.57e-010.5249
55120FANCLCCI_3HumanCervixCC4.31e-095.36e-010.516
55120FANCLsample3HumanCervixCC2.54e-041.92e-010.1387
55120FANCLT3HumanCervixCC6.63e-061.94e-010.1389
55120FANCLLZE4THumanEsophagusESCC1.82e-062.37e-010.0811
55120FANCLLZE7THumanEsophagusESCC4.19e-034.68e-010.0667
55120FANCLLZE8THumanEsophagusESCC2.45e-021.03e-010.067
55120FANCLLZE24THumanEsophagusESCC3.23e-101.66e-010.0596
55120FANCLLZE21THumanEsophagusESCC1.60e-042.91e-010.0655
55120FANCLP1T-EHumanEsophagusESCC7.14e-042.60e-010.0875
55120FANCLP2T-EHumanEsophagusESCC3.70e-195.92e-010.1177
55120FANCLP4T-EHumanEsophagusESCC1.02e-113.11e-010.1323
55120FANCLP5T-EHumanEsophagusESCC1.41e-051.81e-010.1327
55120FANCLP8T-EHumanEsophagusESCC5.55e-183.76e-010.0889
55120FANCLP9T-EHumanEsophagusESCC1.86e-071.62e-010.1131
55120FANCLP10T-EHumanEsophagusESCC6.89e-163.47e-010.116
55120FANCLP11T-EHumanEsophagusESCC6.53e-053.88e-010.1426
55120FANCLP12T-EHumanEsophagusESCC6.19e-081.68e-010.1122
55120FANCLP15T-EHumanEsophagusESCC8.33e-072.52e-010.1149
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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
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
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.

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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:00065136EsophagusESCCprotein monoubiquitination53/855267/187232.11e-084.03e-0753
GO:00065135Oral cavityOSCCprotein monoubiquitination47/730567/187232.32e-073.68e-0647
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0412014CervixCCUbiquitin mediated proteolysis49/1267142/84654.26e-097.68e-084.54e-0849
hsa0412015CervixCCUbiquitin mediated proteolysis49/1267142/84654.26e-097.68e-084.54e-0849
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412020Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa04120110Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
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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
FANCLSNVMissense_Mutationc.213N>Tp.Gln71Hisp.Q71HQ9NW38protein_codingtolerated(0.09)possibly_damaging(0.49)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FANCLSNVMissense_Mutationc.1093C>Tp.Pro365Serp.P365SQ9NW38protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FANCLSNVMissense_Mutationc.976G>Ap.Asp326Asnp.D326NQ9NW38protein_codingtolerated(0.06)probably_damaging(0.993)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FANCLSNVMissense_Mutationc.880G>Cp.Glu294Glnp.E294QQ9NW38protein_codingtolerated(0.1)benign(0.01)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FANCLSNVMissense_Mutationnovelc.700G>Ap.Ala234Thrp.A234TQ9NW38protein_codingdeleterious(0)possibly_damaging(0.693)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FANCLSNVMissense_Mutationrs199564543c.637N>Ap.Asp213Asnp.D213NQ9NW38protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FANCLSNVMissense_Mutationc.137N>Cp.Leu46Serp.L46SQ9NW38protein_codingtolerated(0.41)benign(0.017)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FANCLSNVMissense_Mutationnovelc.800N>Tp.Pro267Leup.P267LQ9NW38protein_codingdeleterious(0)benign(0.427)TCGA-AA-3854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FANCLSNVMissense_Mutationrs769425665c.691N>Tp.Arg231Cysp.R231CQ9NW38protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FANCLSNVMissense_Mutationc.851G>Ap.Ser284Asnp.S284NQ9NW38protein_codingdeleterious(0.02)benign(0.001)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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