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: KHDRBS2

Gene summary for KHDRBS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KHDRBS2

Gene ID

202559

Gene nameKH RNA binding domain containing, signal transduction associated 2
Gene AliasSLM-1
Cytomap6q11.1
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q5VWX1


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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
202559KHDRBS2RNA-P23T2-P23T2-1HumanLungMIAC4.45e-031.03e+00-0.037
202559KHDRBS2RNA-P23T2-P23T2-2HumanLungMIAC1.87e-061.11e+00-0.028
202559KHDRBS2RNA-P23T2-P23T2-4HumanLungMIAC2.54e-081.46e+00-0.0272
202559KHDRBS2RNA-P25T1-P25T1-1HumanLungAIS1.56e-054.44e-01-0.2116
202559KHDRBS2RNA-P25T1-P25T1-3HumanLungAIS4.07e-035.50e-01-0.2107
202559KHDRBS2RNA-P25T1-P25T1-4HumanLungAIS2.65e-076.15e-01-0.2119
202559KHDRBS2RNA-P7T1-P7T1-1HumanLungAIS4.73e-036.36e-01-0.0961
202559KHDRBS2RNA-P7T1-P7T1-2HumanLungAIS8.64e-057.56e-01-0.0876
202559KHDRBS2RNA-P7T1-P7T1-4HumanLungAIS2.20e-046.96e-01-0.0809
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:004348413LungAISregulation of RNA splicing45/1849148/187232.75e-122.67e-0945
GO:004802413LungAISregulation of mRNA splicing, via spliceosome32/1849101/187231.20e-092.42e-0732
GO:190331112LungAISregulation of mRNA metabolic process60/1849288/187231.74e-082.47e-0660
GO:005068412LungAISregulation of mRNA processing36/1849137/187233.06e-083.79e-0636
GO:000038112LungAISregulation of alternative mRNA splicing, via spliceosome19/184960/187232.77e-061.52e-0419
GO:000038012LungAISalternative mRNA splicing, via spliceosome21/184977/187231.19e-054.71e-0421
GO:000838013LungAISRNA splicing68/1849434/187238.50e-052.11e-0368
GO:000037713LungAISRNA splicing, via transesterification reactions with bulged adenosine as nucleophile49/1849320/187231.30e-031.63e-0249
GO:000039813LungAISmRNA splicing, via spliceosome49/1849320/187231.30e-031.63e-0249
GO:000037513LungAISRNA splicing, via transesterification reactions49/1849324/187231.69e-031.93e-0249
GO:004348433LungMIACregulation of RNA splicing32/967148/187233.60e-129.23e-0932
GO:190331132LungMIACregulation of mRNA metabolic process45/967288/187232.75e-114.70e-0845
GO:004802432LungMIACregulation of mRNA splicing, via spliceosome24/967101/187232.28e-102.92e-0724
GO:005068432LungMIACregulation of mRNA processing26/967137/187237.19e-094.94e-0626
GO:000038122LungMIACregulation of alternative mRNA splicing, via spliceosome14/96760/187231.64e-062.10e-0414
GO:000838023LungMIACRNA splicing44/967434/187231.56e-051.07e-0344
GO:000038022LungMIACalternative mRNA splicing, via spliceosome14/96777/187233.50e-051.97e-0314
GO:000037723LungMIACRNA splicing, via transesterification reactions with bulged adenosine as nucleophile33/967320/187231.27e-045.13e-0333
GO:000039823LungMIACmRNA splicing, via spliceosome33/967320/187231.27e-045.13e-0333
GO:000037523LungMIACRNA splicing, via transesterification reactions33/967324/187231.61e-046.19e-0333
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
KHDRBS2SNVMissense_Mutationc.760N>Ap.Pro254Thrp.P254TQ5VWX1protein_codingtolerated(0.32)benign(0.003)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
KHDRBS2SNVMissense_Mutationc.604N>Ap.Pro202Thrp.P202TQ5VWX1protein_codingtolerated(0.45)benign(0.009)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KHDRBS2SNVMissense_Mutationnovelc.349N>Tp.Arg117Trpp.R117WQ5VWX1protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9UY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
KHDRBS2SNVMissense_Mutationc.917N>Tp.Gly306Valp.G306VQ5VWX1protein_codingdeleterious(0)possibly_damaging(0.548)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
KHDRBS2SNVMissense_Mutationnovelc.566N>Ap.Gly189Aspp.G189DQ5VWX1protein_codingtolerated(0.13)benign(0.156)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
KHDRBS2SNVMissense_Mutationrs201333575c.878N>Tp.Ala293Valp.A293VQ5VWX1protein_codingtolerated(0.08)benign(0.098)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
KHDRBS2SNVMissense_Mutationc.200N>Tp.Pro67Leup.P67LQ5VWX1protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
KHDRBS2SNVMissense_Mutationc.199N>Ap.Pro67Thrp.P67TQ5VWX1protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
KHDRBS2SNVMissense_Mutationc.474N>Ap.Phe158Leup.F158LQ5VWX1protein_codingtolerated(0.06)possibly_damaging(0.796)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
KHDRBS2SNVMissense_Mutationc.964N>Cp.Trp322Argp.W322RQ5VWX1protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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