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: SRRM3

Gene summary for SRRM3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRRM3

Gene ID

222183

Gene nameserine/arginine repetitive matrix 3
Gene AliasSRRM3
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A087WXA3


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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
222183SRRM3P37T-EHumanEsophagusESCC1.92e-041.09e-010.1371
222183SRRM3P39T-EHumanEsophagusESCC4.34e-028.78e-020.0894
222183SRRM3P40T-EHumanEsophagusESCC1.48e-021.22e-010.109
222183SRRM3P42T-EHumanEsophagusESCC2.52e-039.04e-020.1175
222183SRRM3P47T-EHumanEsophagusESCC2.02e-213.55e-010.1067
222183SRRM3P48T-EHumanEsophagusESCC4.07e-132.18e-010.0959
222183SRRM3P49T-EHumanEsophagusESCC3.47e-055.36e-010.1768
222183SRRM3P52T-EHumanEsophagusESCC5.98e-092.56e-010.1555
222183SRRM3P54T-EHumanEsophagusESCC3.09e-026.39e-020.0975
222183SRRM3P61T-EHumanEsophagusESCC9.18e-102.23e-010.099
222183SRRM3P62T-EHumanEsophagusESCC1.00e-244.58e-010.1302
222183SRRM3P74T-EHumanEsophagusESCC9.86e-368.54e-010.1479
222183SRRM3P76T-EHumanEsophagusESCC8.08e-051.65e-010.1207
222183SRRM3P79T-EHumanEsophagusESCC1.61e-026.88e-020.1154
222183SRRM3P80T-EHumanEsophagusESCC3.12e-338.33e-010.155
222183SRRM3P82T-EHumanEsophagusESCC3.97e-031.58e-010.1072
222183SRRM3P83T-EHumanEsophagusESCC6.15e-266.98e-010.1738
222183SRRM3P84T-EHumanEsophagusESCC6.13e-053.23e-010.0933
222183SRRM3P89T-EHumanEsophagusESCC3.38e-043.83e-010.1752
222183SRRM3P107T-EHumanEsophagusESCC7.34e-142.41e-010.171
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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
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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
SRRM3SNVMissense_Mutationnovelc.890N>Ap.Ser297Asnp.S297Nprotein_codingdeleterious(0)probably_damaging(0.969)TCGA-EA-A1QT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRRM3SNVMissense_Mutationrs782810649c.629N>Ap.Arg210Hisp.R210Hprotein_codingdeleterious(0.02)benign(0.015)TCGA-AD-6963-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SRRM3SNVMissense_Mutationrs570515153c.1852G>Ap.Gly618Argp.G618Rprotein_codingtolerated_low_confidence(0.17)benign(0.024)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SRRM3SNVMissense_Mutationrs782810649c.629N>Ap.Arg210Hisp.R210Hprotein_codingdeleterious(0.02)benign(0.015)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
SRRM3SNVMissense_Mutationrs190294181c.1889N>Ap.Arg630Glnp.R630Qprotein_codingtolerated_low_confidence(0.05)benign(0.015)TCGA-F5-6864-01Colorectumrectum adenocarcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
SRRM3SNVMissense_Mutationnovelc.1862G>Tp.Ser621Ilep.S621Iprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.735)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SRRM3SNVMissense_Mutationnovelc.634G>Tp.Asp212Tyrp.D212Yprotein_codingdeleterious(0)probably_damaging(0.987)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
SRRM3SNVMissense_Mutationnovelc.647N>Ap.Ser216Tyrp.S216Yprotein_codingdeleterious(0)probably_damaging(0.994)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SRRM3SNVMissense_Mutationnovelc.1898N>Ap.Ser633Asnp.S633Nprotein_codingdeleterious_low_confidence(0.01)probably_damaging(0.979)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
SRRM3SNVMissense_Mutationrs782033133c.1867N>Tp.Arg623Cysp.R623Cprotein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-EO-A22R-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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