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: ESRP1

Gene summary for ESRP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ESRP1

Gene ID

54845

Gene nameepithelial splicing regulatory protein 1
Gene AliasDFNB109
Cytomap8q22.1
Gene Typeprotein-coding
GO ID

GO:0001708

UniProtAcc

Q6NXG1


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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
54845ESRP1Dong_P3HumanProstateTumor8.16e-081.65e-010.0278
54845ESRP1Dong_P4HumanProstateTumor1.24e-021.63e-010.0292
54845ESRP1Dong_P5HumanProstateTumor4.07e-352.43e-010.053
54845ESRP1GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor3.23e-044.61e-010.1633
54845ESRP1GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor2.28e-044.30e-010.1608
54845ESRP1GSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor1.02e-024.73e-010.1604
54845ESRP1GSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor2.97e-076.75e-010.1619
54845ESRP1GSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor4.54e-034.12e-010.1602
54845ESRP1GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor3.02e-063.95e-010.1545
54845ESRP1GSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor1.01e-023.10e-010.1569
54845ESRP1P1_S1_AKHumanSkinAK1.14e-052.89e-01-0.3399
54845ESRP1P3_S6_AKHumanSkinAK1.67e-033.06e-01-0.3256
54845ESRP1P4_S8_cSCCHumanSkincSCC8.23e-062.08e-01-0.3095
54845ESRP1P5_S10_cSCCHumanSkincSCC5.10e-061.65e-01-0.299
54845ESRP1P1_cSCCHumanSkincSCC1.45e-348.91e-010.0292
54845ESRP1P2_cSCCHumanSkincSCC1.87e-255.56e-01-0.024
54845ESRP1P4_cSCCHumanSkincSCC3.71e-235.47e-01-0.00290000000000005
54845ESRP1P10_cSCCHumanSkincSCC4.23e-359.22e-010.1017
54845ESRP1cSCC_p1HumanSkincSCC4.96e-052.30e-01-0.1916
54845ESRP1cSCC_p10HumanSkincSCC3.84e-042.59e-01-0.2095
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
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
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
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:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:00099137CervixCCepidermal cell differentiation53/2311202/187235.48e-083.25e-0653
GO:004348410CervixCCregulation of RNA splicing42/2311148/187231.25e-076.24e-0642
GO:00456822CervixCCregulation of epidermis development22/231165/187235.56e-061.38e-0422
GO:00456042CervixCCregulation of epidermal cell differentiation20/231158/187231.07e-052.33e-0420
GO:00308563CervixCCregulation of epithelial cell differentiation36/2311154/187231.02e-041.31e-0336
GO:000838010CervixCCRNA splicing76/2311434/187239.79e-048.19e-0376
GO:0008380ColorectumADRNA splicing169/3918434/187233.59e-182.04e-15169
GO:0043484ColorectumADregulation of RNA splicing70/3918148/187236.47e-131.16e-1070
GO:0035315ColorectumADhair cell differentiation21/391847/187232.14e-042.82e-0321
GO:0042491ColorectumADinner ear auditory receptor cell differentiation17/391838/187238.26e-048.13e-0317
GO:0042490ColorectumADmechanoreceptor differentiation24/391867/187233.48e-032.52e-0224
GO:0009913ColorectumADepidermal cell differentiation58/3918202/187235.16e-033.42e-0258
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:00083801ColorectumSERRNA splicing123/2897434/187233.84e-128.41e-10123
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
GO:00353151ColorectumSERhair cell differentiation15/289747/187233.68e-033.07e-0215
GO:00083802ColorectumMSSRNA splicing159/3467434/187231.75e-191.22e-16159
GO:00434842ColorectumMSSregulation of RNA splicing66/3467148/187232.44e-135.25e-1166
GO:00353152ColorectumMSShair cell differentiation19/346747/187233.88e-044.86e-0319
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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
ESRP1TH17SkinADJDSP,KRT10,KRT1, etc.7.98e-03The 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.
ESRP1CD8TRMSkinSCCISDSP,KRT10,KRT1, etc.2.60e-02The 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.
∗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
ESRP1SNVMissense_Mutationnovelc.1479N>Gp.Ile493Metp.I493MQ6NXG1protein_codingdeleterious(0)probably_damaging(0.997)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ESRP1SNVMissense_Mutationnovelc.344G>Tp.Arg115Metp.R115MQ6NXG1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ESRP1SNVMissense_Mutationc.451N>Tp.Pro151Serp.P151SQ6NXG1protein_codingtolerated(0.51)benign(0.003)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
ESRP1SNVMissense_Mutationc.230C>Gp.Ser77Trpp.S77WQ6NXG1protein_codingdeleterious(0.02)benign(0.404)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ESRP1SNVMissense_Mutationc.148N>Ap.Glu50Lysp.E50KQ6NXG1protein_codingtolerated(0.61)benign(0)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ESRP1SNVMissense_Mutationc.1496N>Gp.Asp499Glyp.D499GQ6NXG1protein_codingdeleterious(0.04)possibly_damaging(0.882)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ESRP1SNVMissense_Mutationnovelc.1651N>Cp.Cys551Argp.C551RQ6NXG1protein_codingtolerated(0.24)benign(0.049)TCGA-LL-A7SZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ESRP1SNVMissense_Mutationnovelc.1777N>Ap.Ala593Thrp.A593TQ6NXG1protein_codingtolerated(0.26)benign(0.081)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ESRP1SNVMissense_Mutationc.1463N>Tp.Ser488Leup.S488LQ6NXG1protein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ESRP1SNVMissense_Mutationc.544N>Cp.Glu182Glnp.E182QQ6NXG1protein_codingtolerated(0.99)benign(0.003)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<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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