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: SRSF1

Gene summary for SRSF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRSF1

Gene ID

6426

Gene nameserine and arginine rich splicing factor 1
Gene AliasASF
Cytomap17q22
Gene Typeprotein-coding
GO ID

GO:0000245

UniProtAcc

Q07955


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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
6426SRSF1HTA11_2487_2000001011HumanColorectumSER3.78e-063.14e-01-0.1808
6426SRSF1HTA11_1938_2000001011HumanColorectumAD5.15e-176.66e-01-0.0811
6426SRSF1HTA11_78_2000001011HumanColorectumAD9.25e-155.29e-01-0.1088
6426SRSF1HTA11_347_2000001011HumanColorectumAD6.17e-164.49e-01-0.1954
6426SRSF1HTA11_83_2000001011HumanColorectumSER8.45e-105.32e-01-0.1526
6426SRSF1HTA11_696_2000001011HumanColorectumAD2.10e-032.21e-01-0.1464
6426SRSF1HTA11_1391_2000001011HumanColorectumAD2.82e-125.14e-01-0.059
6426SRSF1HTA11_7862_2000001011HumanColorectumAD5.68e-085.40e-01-0.0179
6426SRSF1HTA11_866_3004761011HumanColorectumAD3.37e-154.41e-010.096
6426SRSF1HTA11_4255_2000001011HumanColorectumSER1.88e-117.44e-010.0446
6426SRSF1HTA11_7663_2000001011HumanColorectumSER4.58e-126.51e-010.0131
6426SRSF1HTA11_10623_2000001011HumanColorectumAD1.10e-106.32e-01-0.0177
6426SRSF1HTA11_6801_2000001011HumanColorectumSER7.05e-099.45e-010.0171
6426SRSF1HTA11_7696_3000711011HumanColorectumAD7.89e-073.31e-010.0674
6426SRSF1HTA11_7469_2000001011HumanColorectumAD2.04e-068.44e-01-0.0124
6426SRSF1HTA11_6818_2000001021HumanColorectumAD5.11e-114.84e-010.0588
6426SRSF1HTA11_99999970781_79442HumanColorectumMSS6.61e-521.23e+000.294
6426SRSF1HTA11_99999965062_69753HumanColorectumMSI-H8.43e-067.75e-010.3487
6426SRSF1HTA11_99999965104_69814HumanColorectumMSS2.68e-311.04e+000.281
6426SRSF1HTA11_99999971662_82457HumanColorectumMSS3.53e-318.32e-010.3859
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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:190331218ProstateBPHnegative regulation of mRNA metabolic process38/310792/187231.63e-085.11e-0738
GO:00506868ProstateBPHnegative regulation of mRNA processing17/310729/187233.61e-077.60e-0617
GO:00480258ProstateBPHnegative regulation of mRNA splicing, via spliceosome13/310720/187231.72e-062.88e-0513
GO:00164828ProstateBPHcytosolic transport51/3107168/187236.56e-069.53e-0551
GO:00002455ProstateBPHspliceosomal complex assembly24/310779/187231.69e-039.75e-0324
GO:000838019ProstateTumorRNA splicing153/3246434/187239.15e-205.79e-17153
GO:002261319ProstateTumorribonucleoprotein complex biogenesis159/3246463/187233.17e-191.52e-16159
GO:190331117ProstateTumorregulation of mRNA metabolic process111/3246288/187236.66e-182.30e-15111
GO:004348419ProstateTumorregulation of RNA splicing70/3246148/187233.22e-171.05e-1470
GO:000037518ProstateTumorRNA splicing, via transesterification reactions119/3246324/187233.40e-171.06e-14119
GO:000037718ProstateTumorRNA splicing, via transesterification reactions with bulged adenosine as nucleophile117/3246320/187239.31e-172.22e-14117
GO:000039818ProstateTumormRNA splicing, via spliceosome117/3246320/187239.31e-172.22e-14117
GO:007182619ProstateTumorribonucleoprotein complex subunit organization91/3246227/187233.62e-167.50e-1491
GO:002261819ProstateTumorribonucleoprotein complex assembly89/3246220/187233.94e-167.89e-1489
GO:005068416ProstateTumorregulation of mRNA processing64/3246137/187231.55e-152.75e-1364
GO:004802419ProstateTumorregulation of mRNA splicing, via spliceosome51/3246101/187232.29e-142.97e-1251
GO:003311919ProstateTumornegative regulation of RNA splicing17/324625/187232.91e-089.49e-0717
GO:190331219ProstateTumornegative regulation of mRNA metabolic process38/324692/187235.44e-081.64e-0638
GO:005068613ProstateTumornegative regulation of mRNA processing17/324629/187236.89e-071.40e-0517
GO:001648213ProstateTumorcytosolic transport54/3246168/187232.01e-063.46e-0554
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03040ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030401ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030402ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030403ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030404ColorectumMSI-HSpliceosome37/797217/84652.49e-043.23e-032.70e-0337
hsa030405ColorectumMSI-HSpliceosome37/797217/84652.49e-043.23e-032.70e-0337
hsa030409EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304014EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304024EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0465720EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
hsa0304034EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa04657110EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
hsa0304018EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0465726EsophagusHGINIL-17 signaling pathway25/138394/84657.52e-034.63e-023.68e-0225
hsa0304019EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa04657113EsophagusHGINIL-17 signaling pathway25/138394/84657.52e-034.63e-023.68e-0225
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
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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
SRSF1SNVMissense_Mutationnovelc.427N>Ap.Glu143Lysp.E143KQ07955protein_codingtolerated(0.36)probably_damaging(0.969)TCGA-PE-A5DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
SRSF1insertionFrame_Shift_Insnovelc.581_582insCATAGCAGATCTCGCTCTCGTACATAAGATGATTGGTGp.Asp195IlefsTer106p.D195Ifs*106Q07955protein_codingTCGA-A2-A0CM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
SRSF1SNVMissense_Mutationc.158N>Ap.Gly53Glup.G53EQ07955protein_codingtolerated(0.24)possibly_damaging(0.893)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRSF1SNVMissense_Mutationc.416A>Gp.Asp139Glyp.D139GQ07955protein_codingdeleterious(0.01)probably_damaging(1)TCGA-EX-A69M-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SRSF1SNVMissense_Mutationnovelc.405N>Tp.Gln135Hisp.Q135HQ07955protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRSF1SNVMissense_Mutationc.229T>Ap.Tyr77Asnp.Y77NQ07955protein_codingdeleterious(0)probably_damaging(0.962)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SRSF1SNVMissense_Mutationc.414N>Tp.Lys138Asnp.K138NQ07955protein_codingdeleterious(0)probably_damaging(1)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
SRSF1SNVMissense_Mutationc.731C>Ap.Ser244Tyrp.S244YQ07955protein_codingdeleterious_low_confidence(0)possibly_damaging(0.831)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SRSF1SNVMissense_Mutationc.478G>Ap.Val160Metp.V160MQ07955protein_codingdeleterious(0.01)probably_damaging(0.955)TCGA-BG-A0M0-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRSF1SNVMissense_Mutationnovelc.581N>Cp.Val194Alap.V194AQ07955protein_codingtolerated(0.65)benign(0.011)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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