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: ESRP2

Gene summary for ESRP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ESRP2

Gene ID

80004

Gene nameepithelial splicing regulatory protein 2
Gene AliasRBM35B
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q9H6T0


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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
80004ESRP2P30T-EHumanEsophagusESCC7.26e-094.26e-010.137
80004ESRP2P31T-EHumanEsophagusESCC1.67e-091.76e-010.1251
80004ESRP2P36T-EHumanEsophagusESCC1.69e-031.43e-010.1187
80004ESRP2P37T-EHumanEsophagusESCC2.89e-062.01e-010.1371
80004ESRP2P38T-EHumanEsophagusESCC9.74e-041.45e-010.127
80004ESRP2P39T-EHumanEsophagusESCC4.37e-082.29e-010.0894
80004ESRP2P40T-EHumanEsophagusESCC1.22e-062.34e-010.109
80004ESRP2P42T-EHumanEsophagusESCC1.54e-051.73e-010.1175
80004ESRP2P47T-EHumanEsophagusESCC1.27e-057.71e-020.1067
80004ESRP2P48T-EHumanEsophagusESCC4.43e-041.27e-010.0959
80004ESRP2P49T-EHumanEsophagusESCC2.14e-033.30e-010.1768
80004ESRP2P52T-EHumanEsophagusESCC4.57e-142.76e-010.1555
80004ESRP2P54T-EHumanEsophagusESCC3.02e-163.54e-010.0975
80004ESRP2P57T-EHumanEsophagusESCC1.06e-102.18e-010.0926
80004ESRP2P61T-EHumanEsophagusESCC6.53e-061.60e-010.099
80004ESRP2P62T-EHumanEsophagusESCC1.56e-205.06e-010.1302
80004ESRP2P65T-EHumanEsophagusESCC5.34e-092.41e-010.0978
80004ESRP2P74T-EHumanEsophagusESCC4.55e-144.86e-010.1479
80004ESRP2P75T-EHumanEsophagusESCC1.81e-224.50e-010.1125
80004ESRP2P76T-EHumanEsophagusESCC5.15e-038.86e-020.1207
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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
∗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: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:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:000038019EsophagusESCCalternative mRNA splicing, via spliceosome55/855277/187234.07e-064.38e-0555
GO:002261216EsophagusESCCgland morphogenesis78/8552118/187235.83e-066.03e-0578
GO:00303239EsophagusESCCrespiratory tube development112/8552181/187237.82e-067.69e-05112
GO:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00303249EsophagusESCClung development109/8552177/187231.40e-051.27e-04109
GO:00604257EsophagusESCClung morphogenesis37/855250/187234.42e-053.51e-0437
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:00604414EsophagusESCCepithelial tube branching involved in lung morphogenesis22/855229/187239.30e-044.73e-0322
GO:00017639EsophagusESCCmorphogenesis of a branching structure106/8552196/187231.08e-023.66e-02106
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
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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
ESRP2SNVMissense_Mutationc.1305N>Cp.Leu435Phep.L435FQ9H6T0protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ESRP2SNVMissense_Mutationc.833C>Ap.Ala278Glup.A278EQ9H6T0protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ESRP2SNVMissense_Mutationc.1379N>Ap.Pro460Hisp.P460HQ9H6T0protein_codingdeleterious(0.04)possibly_damaging(0.482)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ESRP2SNVMissense_Mutationc.1678A>Gp.Ser560Glyp.S560GQ9H6T0protein_codingtolerated(0.13)benign(0.03)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ESRP2SNVMissense_Mutationrs372908528c.1477N>Tp.Arg493Trpp.R493WQ9H6T0protein_codingdeleterious(0.03)possibly_damaging(0.761)TCGA-C8-A1HG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ESRP2SNVMissense_Mutationnovelc.1361T>Gp.Ile454Serp.I454SQ9H6T0protein_codingtolerated(0.11)benign(0.052)TCGA-LL-A740-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ESRP2deletionFrame_Shift_Delnovelc.2018delAp.Tyr673SerfsTer5p.Y673Sfs*5Q9H6T0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ESRP2SNVMissense_Mutationc.1273N>Tp.Arg425Trpp.R425WQ9H6T0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EA-A5O9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ESRP2SNVMissense_Mutationc.1676G>Ap.Arg559Hisp.R559HQ9H6T0protein_codingtolerated(0.08)benign(0.36)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ESRP2SNVMissense_Mutationrs569178519c.2113N>Tp.Arg705Cysp.R705CQ9H6T0protein_codingdeleterious_low_confidence(0)probably_damaging(0.984)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=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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