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: KHDC1L

Gene summary for KHDC1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KHDC1L

Gene ID

100129128

Gene nameKH domain containing 1 like
Gene AliasKHDC1L
Cytomap6q13
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q5JSQ8


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
100129128KHDC1LP15T-EHumanEsophagusESCC1.31e-021.05e-010.1149
100129128KHDC1LP17T-EHumanEsophagusESCC2.68e-032.22e-010.1278
100129128KHDC1LP20T-EHumanEsophagusESCC1.19e-071.84e-010.1124
100129128KHDC1LP21T-EHumanEsophagusESCC9.35e-102.12e-010.1617
100129128KHDC1LP23T-EHumanEsophagusESCC1.66e-062.28e-010.108
100129128KHDC1LP26T-EHumanEsophagusESCC7.90e-031.04e-010.1276
100129128KHDC1LP27T-EHumanEsophagusESCC1.66e-021.21e-010.1055
100129128KHDC1LP28T-EHumanEsophagusESCC1.88e-112.31e-010.1149
100129128KHDC1LP37T-EHumanEsophagusESCC4.28e-028.18e-020.1371
100129128KHDC1LP38T-EHumanEsophagusESCC7.29e-431.91e+000.127
100129128KHDC1LP52T-EHumanEsophagusESCC8.40e-041.04e-010.1555
100129128KHDC1LP74T-EHumanEsophagusESCC1.63e-164.35e-010.1479
100129128KHDC1LP83T-EHumanEsophagusESCC6.97e-082.61e-010.1738
100129128KHDC1LP89T-EHumanEsophagusESCC4.86e-052.98e-010.1752
100129128KHDC1LP91T-EHumanEsophagusESCC1.76e-087.16e-010.1828
100129128KHDC1LP107T-EHumanEsophagusESCC7.69e-133.17e-010.171
100129128KHDC1LP126T-EHumanEsophagusESCC6.92e-053.96e-010.1125
100129128KHDC1LP128T-EHumanEsophagusESCC1.42e-391.25e+000.1241
100129128KHDC1LP130T-EHumanEsophagusESCC1.75e-255.59e-010.1676
100129128KHDC1LC04HumanOral cavityOSCC3.92e-125.29e-010.2633
Page: 1 2 

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
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:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:2000116111EsophagusESCCregulation of cysteine-type endopeptidase activity158/8552235/187231.67e-115.90e-10158
GO:0043281111EsophagusESCCregulation of cysteine-type endopeptidase activity involved in apoptotic process143/8552209/187232.12e-117.31e-10143
GO:0010952111EsophagusESCCpositive regulation of peptidase activity133/8552197/187234.31e-101.14e-08133
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
GO:0010950111EsophagusESCCpositive regulation of endopeptidase activity116/8552179/187231.77e-072.79e-06116
GO:0043280110EsophagusESCCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process84/8552129/187236.38e-066.55e-0584
GO:2001056110EsophagusESCCpositive regulation of cysteine-type endopeptidase activity94/8552148/187238.87e-068.59e-0594
GO:000691915EsophagusESCCactivation of cysteine-type endopeptidase activity involved in apoptotic process54/855278/187232.17e-051.87e-0454
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
GO:200011620Oral cavityOSCCregulation of cysteine-type endopeptidase activity152/7305235/187231.14e-158.13e-14152
GO:004328120Oral cavityOSCCregulation of cysteine-type endopeptidase activity involved in apoptotic process137/7305209/187235.94e-153.80e-13137
GO:005254720Oral cavityOSCCregulation of peptidase activity255/7305461/187235.78e-132.75e-11255
GO:001095220Oral cavityOSCCpositive regulation of peptidase activity123/7305197/187232.12e-117.21e-10123
GO:005254820Oral cavityOSCCregulation of endopeptidase activity235/7305432/187234.35e-111.40e-09235
GO:001095019Oral cavityOSCCpositive regulation of endopeptidase activity107/7305179/187231.38e-082.78e-07107
GO:200105618Oral cavityOSCCpositive regulation of cysteine-type endopeptidase activity88/7305148/187233.59e-075.40e-0688
GO:004328018Oral cavityOSCCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process78/7305129/187236.35e-079.03e-0678
GO:00069196Oral cavityOSCCactivation of cysteine-type endopeptidase activity involved in apoptotic process47/730578/187231.16e-048.42e-0447
Page: 1 2 

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
KHDC1LSNVMissense_Mutationc.289G>Ap.Ala97Thrp.A97TQ5JSQ8protein_codingtolerated(0.2)benign(0.217)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KHDC1LSNVMissense_Mutationrs573967311c.358N>Ap.Val120Ilep.V120IQ5JSQ8protein_codingtolerated(0.44)benign(0)TCGA-A6-6650-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KHDC1LSNVMissense_Mutationc.52G>Ap.Glu18Lysp.E18KQ5JSQ8protein_codingdeleterious(0.01)benign(0.086)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KHDC1LSNVMissense_Mutationc.52N>Ap.Glu18Lysp.E18KQ5JSQ8protein_codingdeleterious(0.01)benign(0.086)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
KHDC1LSNVMissense_Mutationnovelc.355T>Cp.Ser119Prop.S119PQ5JSQ8protein_codingtolerated(0.3)probably_damaging(0.959)TCGA-CM-6168-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KHDC1LSNVMissense_Mutationrs779165077c.379N>Ap.Gly127Argp.G127RQ5JSQ8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.998)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KHDC1LSNVMissense_Mutationc.52N>Ap.Glu18Lysp.E18KQ5JSQ8protein_codingdeleterious(0.01)benign(0.086)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
KHDC1LSNVMissense_Mutationc.203N>Ap.Arg68Hisp.R68HQ5JSQ8protein_codingtolerated(0.07)probably_damaging(0.984)TCGA-AG-A026-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
KHDC1LSNVMissense_Mutationnovelc.199A>Tp.Thr67Serp.T67SQ5JSQ8protein_codingdeleterious(0.03)probably_damaging(0.953)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
KHDC1LSNVMissense_Mutationc.52N>Ap.Glu18Lysp.E18KQ5JSQ8protein_codingdeleterious(0.01)benign(0.086)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 

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