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: KHDRBS3

Gene summary for KHDRBS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KHDRBS3

Gene ID

10656

Gene nameKH RNA binding domain containing, signal transduction associated 3
Gene AliasEtle
Cytomap8q24.23
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

O75525


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
10656KHDRBS3P2T-EHumanEsophagusESCC3.26e-132.16e-010.1177
10656KHDRBS3P5T-EHumanEsophagusESCC5.45e-133.49e-010.1327
10656KHDRBS3P10T-EHumanEsophagusESCC1.17e-106.36e-020.116
10656KHDRBS3P11T-EHumanEsophagusESCC2.74e-031.68e-010.1426
10656KHDRBS3P12T-EHumanEsophagusESCC1.29e-071.56e-010.1122
10656KHDRBS3P16T-EHumanEsophagusESCC1.24e-164.59e-010.1153
10656KHDRBS3P22T-EHumanEsophagusESCC1.38e-045.91e-040.1236
10656KHDRBS3P24T-EHumanEsophagusESCC1.58e-026.84e-020.1287
10656KHDRBS3P26T-EHumanEsophagusESCC1.37e-082.07e-010.1276
10656KHDRBS3P28T-EHumanEsophagusESCC4.00e-091.34e-010.1149
10656KHDRBS3P30T-EHumanEsophagusESCC6.75e-051.71e-010.137
10656KHDRBS3P32T-EHumanEsophagusESCC1.27e-038.34e-020.1666
10656KHDRBS3P37T-EHumanEsophagusESCC3.89e-02-6.41e-020.1371
10656KHDRBS3P42T-EHumanEsophagusESCC3.59e-033.75e-020.1175
10656KHDRBS3P47T-EHumanEsophagusESCC4.34e-02-1.63e-020.1067
10656KHDRBS3P52T-EHumanEsophagusESCC9.16e-063.25e-020.1555
10656KHDRBS3P54T-EHumanEsophagusESCC7.24e-162.50e-010.0975
10656KHDRBS3P56T-EHumanEsophagusESCC8.34e-066.71e-010.1613
10656KHDRBS3P61T-EHumanEsophagusESCC1.01e-03-4.16e-020.099
10656KHDRBS3P74T-EHumanEsophagusESCC8.85e-043.19e-020.1479
Page: 1 2 3 

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
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
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
∗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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:1903311110EsophagusESCCregulation of mRNA metabolic process210/8552288/187233.25e-215.56e-19210
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:0050684110EsophagusESCCregulation of mRNA processing109/8552137/187233.51e-162.59e-14109
GO:0048024111EsophagusESCCregulation of mRNA splicing, via spliceosome78/8552101/187238.72e-112.66e-0978
GO:000038019EsophagusESCCalternative mRNA splicing, via spliceosome55/855277/187234.07e-064.38e-0555
GO:000038119EsophagusESCCregulation of alternative mRNA splicing, via spliceosome40/855260/187238.30e-044.28e-0340
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:000037522LiverHCCRNA splicing, via transesterification reactions228/7958324/187231.47e-244.06e-22228
GO:000037722LiverHCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile224/7958320/187231.16e-232.62e-21224
GO:000039822LiverHCCmRNA splicing, via spliceosome224/7958320/187231.16e-232.62e-21224
GO:190331121LiverHCCregulation of mRNA metabolic process205/7958288/187233.38e-236.90e-21205
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:005068421LiverHCCregulation of mRNA processing106/7958137/187237.64e-177.12e-15106
GO:004802422LiverHCCregulation of mRNA splicing, via spliceosome74/7958101/187233.29e-101.10e-0874
GO:000038021LiverHCCalternative mRNA splicing, via spliceosome52/795877/187237.87e-069.27e-0552
GO:000038121LiverHCCregulation of alternative mRNA splicing, via spliceosome37/795860/187232.13e-031.07e-0237
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
KHDRBS3SNVMissense_Mutationc.864N>Ap.Asp288Glup.D288EO75525protein_codingtolerated(0.61)benign(0.02)TCGA-BH-A0BG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KHDRBS3deletionIn_Frame_Delc.1012_1026delNNNNNNNNNNNNNNNp.Tyr338_Pro342delp.Y338_P342delO75525protein_codingTCGA-D8-A143-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KHDRBS3SNVMissense_Mutationnovelc.112N>Ap.Glu38Lysp.E38KO75525protein_codingtolerated(0.27)possibly_damaging(0.71)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KHDRBS3SNVMissense_Mutationc.331N>Ap.Glu111Lysp.E111KO75525protein_codingdeleterious(0)benign(0.444)TCGA-IR-A3LC-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinComplete Response
KHDRBS3deletionIn_Frame_Delnovelc.58_60delTTCp.Phe20delp.F20delO75525protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
KHDRBS3SNVMissense_Mutationrs376433950c.560G>Ap.Arg187Glnp.R187QO75525protein_codingtolerated(0.2)benign(0.358)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KHDRBS3SNVMissense_Mutationrs779240853c.353N>Tp.Ala118Valp.A118VO75525protein_codingdeleterious(0.03)benign(0.119)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
KHDRBS3SNVMissense_Mutationnovelc.1001N>Ap.Ala334Glup.A334EO75525protein_codingtolerated(0.05)possibly_damaging(0.48)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KHDRBS3SNVMissense_Mutationnovelc.964N>Gp.Thr322Alap.T322AO75525protein_codingtolerated(0.6)benign(0.003)TCGA-AA-3980-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KHDRBS3SNVMissense_Mutationnovelc.653N>Gp.Val218Glyp.V218GO75525protein_codingtolerated(0.33)benign(0.006)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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