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: KHSRP

Gene summary for KHSRP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KHSRP

Gene ID

8570

Gene nameKH-type splicing regulatory protein
Gene AliasFBP2
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q92945


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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
8570KHSRPHTA11_3410_2000001011HumanColorectumAD1.13e-063.08e-010.0155
8570KHSRPHTA11_2487_2000001011HumanColorectumSER1.97e-064.53e-01-0.1808
8570KHSRPHTA11_1938_2000001011HumanColorectumAD1.88e-085.27e-01-0.0811
8570KHSRPHTA11_78_2000001011HumanColorectumAD1.05e-094.74e-01-0.1088
8570KHSRPHTA11_347_2000001011HumanColorectumAD2.21e-236.52e-01-0.1954
8570KHSRPHTA11_3361_2000001011HumanColorectumAD5.53e-043.92e-01-0.1207
8570KHSRPHTA11_83_2000001011HumanColorectumSER1.09e-054.38e-01-0.1526
8570KHSRPHTA11_696_2000001011HumanColorectumAD1.81e-124.64e-01-0.1464
8570KHSRPHTA11_866_2000001011HumanColorectumAD2.67e-144.67e-01-0.1001
8570KHSRPHTA11_1391_2000001011HumanColorectumAD6.74e-249.55e-01-0.059
8570KHSRPHTA11_2992_2000001011HumanColorectumSER1.68e-096.60e-01-0.1706
8570KHSRPHTA11_546_2000001011HumanColorectumAD1.02e-085.38e-01-0.0842
8570KHSRPHTA11_866_3004761011HumanColorectumAD1.03e-145.49e-010.096
8570KHSRPHTA11_4255_2000001011HumanColorectumSER9.14e-056.86e-010.0446
8570KHSRPHTA11_7663_2000001011HumanColorectumSER5.34e-076.81e-010.0131
8570KHSRPHTA11_10623_2000001011HumanColorectumAD1.86e-045.04e-01-0.0177
8570KHSRPHTA11_10711_2000001011HumanColorectumAD5.80e-054.36e-010.0338
8570KHSRPHTA11_7696_3000711011HumanColorectumAD1.23e-491.15e+000.0674
8570KHSRPHTA11_6818_2000001011HumanColorectumAD3.95e-045.27e-010.0112
8570KHSRPHTA11_6818_2000001021HumanColorectumAD1.13e-074.78e-010.0588
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0015931110ThyroidPTCnucleobase-containing compound transport120/5968222/187235.45e-122.35e-10120
GO:0043487111ThyroidPTCregulation of RNA stability97/5968170/187239.51e-123.97e-1097
GO:005102817ThyroidPTCmRNA transport78/5968130/187233.44e-111.26e-0978
GO:0061013111ThyroidPTCregulation of mRNA catabolic process94/5968166/187233.55e-111.29e-0994
GO:0043488111ThyroidPTCregulation of mRNA stability90/5968158/187235.98e-112.11e-0990
GO:006115719ThyroidPTCmRNA destabilization52/596884/187231.40e-083.30e-0752
GO:006101419ThyroidPTCpositive regulation of mRNA catabolic process53/596887/187232.25e-085.16e-0753
GO:005077919ThyroidPTCRNA destabilization53/596888/187233.91e-088.51e-0753
GO:003424916ThyroidPTCnegative regulation of cellular amide metabolic process122/5968273/187235.50e-066.64e-05122
GO:001714815ThyroidPTCnegative regulation of translation108/5968245/187233.75e-053.48e-04108
GO:00105868ThyroidPTCmiRNA metabolic process19/596827/187234.57e-054.11e-0419
GO:200105718ThyroidPTCreactive nitrogen species metabolic process38/596882/187234.25e-032.02e-0238
GO:004620919ThyroidPTCnitric oxide metabolic process37/596881/187236.35e-032.79e-0237
GO:000680919ThyroidPTCnitric oxide biosynthetic process35/596876/187236.68e-032.89e-0235
GO:008016419ThyroidPTCregulation of nitric oxide metabolic process30/596864/187238.53e-033.58e-0230
GO:004542819ThyroidPTCregulation of nitric oxide biosynthetic process29/596862/187239.96e-034.07e-0229
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
GO:0009896210ThyroidATCpositive regulation of catabolic process290/6293492/187232.15e-311.94e-28290
GO:0031331210ThyroidATCpositive regulation of cellular catabolic process258/6293427/187232.09e-301.65e-27258
GO:000037534ThyroidATCRNA splicing, via transesterification reactions200/6293324/187231.75e-257.39e-23200
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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
KHSRPSNVMissense_Mutationc.315T>Gp.Phe105Leup.F105LQ92945protein_codingtolerated(0.07)benign(0.015)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KHSRPSNVMissense_Mutationc.1496N>Cp.Leu499Prop.L499PQ92945protein_codingdeleterious(0.04)possibly_damaging(0.897)TCGA-B6-A0X5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
KHSRPSNVMissense_Mutationnovelc.646N>Tp.Arg216Cysp.R216CQ92945protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-D8-A1JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone TherapydoxorubicineSD
KHSRPSNVMissense_Mutationnovelc.1447N>Ap.Gln483Lysp.Q483KQ92945protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KHSRPinsertionFrame_Shift_Insnovelc.1608_1609insGp.Pro537AlafsTer25p.P537Afs*25Q92945protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KHSRPSNVMissense_Mutationc.1047N>Cp.Gln349Hisp.Q349HQ92945protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
KHSRPSNVMissense_Mutationnovelc.956C>Gp.Ser319Cysp.S319CQ92945protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KHSRPSNVMissense_Mutationc.1051N>Cp.Asp351Hisp.D351HQ92945protein_codingdeleterious(0)probably_damaging(0.955)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
KHSRPSNVMissense_Mutationnovelc.527N>Tp.Cys176Phep.C176FQ92945protein_codingdeleterious(0)probably_damaging(0.997)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KHSRPSNVMissense_Mutationc.2027N>Tp.Ala676Valp.A676VQ92945protein_codingtolerated(0.09)probably_damaging(0.994)TCGA-AA-3510-01Colorectumcolon 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
8570KHSRPNAGO-Y030CHEMBL598509
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