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: KITLG

Gene summary for KITLG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KITLG

Gene ID

4254

Gene nameKIT ligand
Gene AliasDCUA
Cytomap12q21.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024RBC0


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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
4254KITLGLZE7THumanEsophagusESCC5.98e-056.79e-010.0667
4254KITLGLZE8THumanEsophagusESCC2.75e-033.52e-010.067
4254KITLGP1T-EHumanEsophagusESCC3.49e-093.56e-010.0875
4254KITLGP2T-EHumanEsophagusESCC3.01e-101.99e-010.1177
4254KITLGP4T-EHumanEsophagusESCC2.23e-121.19e-010.1323
4254KITLGP5T-EHumanEsophagusESCC4.64e-101.30e-010.1327
4254KITLGP8T-EHumanEsophagusESCC6.94e-121.45e-010.0889
4254KITLGP9T-EHumanEsophagusESCC2.25e-047.32e-020.1131
4254KITLGP10T-EHumanEsophagusESCC1.03e-099.43e-020.116
4254KITLGP12T-EHumanEsophagusESCC3.46e-063.34e-020.1122
4254KITLGP15T-EHumanEsophagusESCC1.83e-082.41e-010.1149
4254KITLGP16T-EHumanEsophagusESCC2.81e-073.33e-020.1153
4254KITLGP20T-EHumanEsophagusESCC2.12e-052.94e-020.1124
4254KITLGP21T-EHumanEsophagusESCC6.52e-059.94e-020.1617
4254KITLGP22T-EHumanEsophagusESCC6.15e-122.72e-020.1236
4254KITLGP23T-EHumanEsophagusESCC1.10e-176.09e-010.108
4254KITLGP24T-EHumanEsophagusESCC4.51e-04-2.84e-020.1287
4254KITLGP26T-EHumanEsophagusESCC1.13e-081.53e-010.1276
4254KITLGP27T-EHumanEsophagusESCC7.44e-051.46e-010.1055
4254KITLGP31T-EHumanEsophagusESCC7.95e-075.87e-020.1251
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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
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
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:0097191111EsophagusESCCextrinsic apoptotic signaling pathway159/8552219/187234.12e-162.94e-14159
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:0002262111EsophagusESCCmyeloid cell homeostasis104/8552157/187231.49e-072.36e-06104
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:0048872111EsophagusESCChomeostasis of number of cells163/8552272/187231.40e-061.69e-05163
GO:00719029EsophagusESCCpositive regulation of protein serine/threonine kinase activity124/8552200/187232.27e-062.61e-05124
GO:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:00380347EsophagusESCCsignal transduction in absence of ligand48/855265/187233.63e-063.97e-0548
GO:00971927EsophagusESCCextrinsic apoptotic signaling pathway in absence of ligand48/855265/187233.63e-063.97e-0548
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
GO:00488638EsophagusESCCstem cell differentiation122/8552206/187235.95e-054.59e-04122
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:19021076EsophagusESCCpositive regulation of leukocyte differentiation93/8552157/187234.20e-042.39e-0393
GO:19037086EsophagusESCCpositive regulation of hemopoiesis93/8552157/187234.20e-042.39e-0393
GO:004563918EsophagusESCCpositive regulation of myeloid cell differentiation64/8552103/187235.54e-043.03e-0364
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0415114EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0401021LungAISMAPK signaling pathway57/961302/84656.41e-059.43e-046.03e-0457
hsa0401521LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0415121LungAISPI3K-Akt signaling pathway57/961354/84653.72e-032.00e-021.28e-0257
hsa0401031LungAISMAPK signaling pathway57/961302/84656.41e-059.43e-046.03e-0457
hsa0401531LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0415131LungAISPI3K-Akt signaling pathway57/961354/84653.72e-032.00e-021.28e-0257
hsa040104LungAAHMAPK signaling pathway27/348302/84651.13e-046.32e-035.08e-0327
hsa0401541LungAAHRap1 signaling pathway20/348210/84653.89e-041.35e-021.09e-0220
hsa040105LungAAHMAPK signaling pathway27/348302/84651.13e-046.32e-035.08e-0327
hsa0401551LungAAHRap1 signaling pathway20/348210/84653.89e-041.35e-021.09e-0220
hsa0401010ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401516ProstateBPHRap1 signaling pathway61/1718210/84651.40e-035.85e-033.62e-0361
hsa0401013ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401517ProstateBPHRap1 signaling pathway61/1718210/84651.40e-035.85e-033.62e-0361
hsa0415122ProstateTumorPI3K-Akt signaling pathway105/1791354/84657.42e-055.30e-043.28e-04105
hsa0401022ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
hsa0401523ProstateTumorRap1 signaling pathway60/1791210/84656.16e-032.12e-021.32e-0260
hsa0415132ProstateTumorPI3K-Akt signaling pathway105/1791354/84657.42e-055.30e-043.28e-04105
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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
KITLGKITKITL_KITKITBreastHealthy
KITLGKITKITL_KITKITCervixCC
KITLGKITKITL_KITKITCervixHealthy
KITLGKITKITL_KITKITCervixPrecancer
KITLGKITKITL_KITKITCRCHealthy
KITLGKITKITL_KITKITEndometriumAEH
KITLGKITKITL_KITKITEndometriumEEC
KITLGKITKITL_KITKITEsophagusESCC
KITLGKITKITL_KITKITHNSCCOSCC
KITLGKITKITL_KITKITHNSCCPrecancer
KITLGKITKITL_KITKITLungAAH
KITLGKITKITL_KITKITLungAIS
KITLGKITKITL_KITKITLungIAC
KITLGKITKITL_KITKITLungMIAC
KITLGKITKITL_KITKITLungPrecancer
KITLGKITKITL_KITKITSkinADJ
KITLGKITKITL_KITKITSkinAK
KITLGKITKITL_KITKITSkincSCC
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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
KITLGSNVMissense_Mutationrs772482728c.25C>Tp.Leu9Phep.L9FP21583protein_codingdeleterious(0.03)benign(0.003)TCGA-A1-A0SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
KITLGSNVMissense_Mutationc.77N>Gp.Glu26Glyp.E26GP21583protein_codingtolerated(0.26)benign(0.061)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KITLGSNVMissense_Mutationc.793N>Cp.Glu265Glnp.E265QP21583protein_codingtolerated(0.81)benign(0.043)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KITLGSNVMissense_Mutationrs373413384c.511N>Tp.Pro171Serp.P171SP21583protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-C8-A12O-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KITLGSNVMissense_Mutationnovelc.437G>Cp.Arg146Thrp.R146TP21583protein_codingtolerated(0.2)possibly_damaging(0.48)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KITLGSNVMissense_Mutationc.469N>Ap.Ala157Thrp.A157TP21583protein_codingtolerated(1)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
KITLGdeletionFrame_Shift_Delc.375delNp.Lys125AsnfsTer31p.K125Nfs*31P21583protein_codingTCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KITLGdeletionFrame_Shift_Delc.375delNp.Lys125AsnfsTer31p.K125Nfs*31P21583protein_codingTCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KITLGinsertionFrame_Shift_Insnovelc.623dupCp.Gly209TrpfsTer41p.G209Wfs*41P21583protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
KITLGSNVMissense_Mutationnovelc.178G>Ap.Gly60Argp.G60RP21583protein_codingtolerated(0.09)probably_damaging(0.994)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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