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: SRI

Gene summary for SRI

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRI

Gene ID

6717

Gene namesorcin
Gene AliasCP-22
Cytomap7q21.12
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

P30626


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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
6717SRIGSM4909282HumanBreastIDC3.29e-022.73e-01-0.0288
6717SRIGSM4909288HumanBreastIDC7.79e-062.28e-020.0988
6717SRIGSM4909294HumanBreastIDC2.33e-039.88e-020.2022
6717SRIGSM4909296HumanBreastIDC2.67e-066.44e-020.1524
6717SRIGSM4909297HumanBreastIDC1.39e-213.34e-010.1517
6717SRIGSM4909311HumanBreastIDC4.30e-29-3.10e-010.1534
6717SRIGSM4909312HumanBreastIDC1.07e-062.71e-020.1552
6717SRIGSM4909313HumanBreastIDC1.33e-02-9.55e-020.0391
6717SRIGSM4909315HumanBreastIDC3.43e-10-3.65e-010.21
6717SRIGSM4909316HumanBreastIDC1.76e-03-2.99e-010.21
6717SRIGSM4909319HumanBreastIDC6.22e-31-3.79e-010.1563
6717SRIGSM4909320HumanBreastIDC3.60e-05-1.34e-010.1575
6717SRIGSM4909321HumanBreastIDC8.65e-12-6.99e-020.1559
6717SRIbrca1HumanBreastPrecancer1.26e-226.95e-01-0.0338
6717SRIbrca2HumanBreastPrecancer1.13e-276.65e-01-0.024
6717SRIbrca3HumanBreastPrecancer1.48e-346.80e-01-0.0263
6717SRIbrca10HumanBreastPrecancer4.10e-033.04e-01-0.0029
6717SRIM2HumanBreastIDC3.71e-093.87e-010.21
6717SRINCCBC14HumanBreastDCIS2.72e-148.87e-020.2021
6717SRINCCBC5HumanBreastDCIS1.48e-12-1.40e-010.2046
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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:00300487CervixCCactin filament-based movement29/2311127/187236.91e-046.33e-0329
GO:00425939CervixCCglucose homeostasis50/2311258/187237.57e-046.76e-0350
GO:00335009CervixCCcarbohydrate homeostasis50/2311259/187238.28e-047.22e-0350
GO:19018446CervixCCregulation of cell communication by electrical coupling involved in cardiac conduction6/231111/187239.33e-047.86e-036
GO:00016788CervixCCcellular glucose homeostasis36/2311172/187239.65e-048.09e-0336
GO:00097499CervixCCresponse to glucose42/2311212/187231.23e-039.87e-0342
GO:00511009CervixCCnegative regulation of binding34/2311162/187231.25e-031.00e-0234
GO:00512384CervixCCsequestering of metal ion7/231116/187231.79e-031.34e-027
GO:00860644CervixCCcell communication by electrical coupling involved in cardiac conduction9/231125/187232.09e-031.52e-029
GO:00507148CervixCCpositive regulation of protein secretion29/2311137/187232.40e-031.70e-0229
GO:00713229CervixCCcellular response to carbohydrate stimulus33/2311163/187232.71e-031.85e-0233
GO:00075173CervixCCmuscle organ development58/2311327/187232.73e-031.85e-0258
GO:00713338CervixCCcellular response to glucose stimulus31/2311151/187232.86e-031.91e-0231
GO:00713318CervixCCcellular response to hexose stimulus31/2311153/187233.53e-032.27e-0231
GO:00713268CervixCCcellular response to monosaccharide stimulus31/2311154/187233.90e-032.46e-0231
GO:00611785CervixCCregulation of insulin secretion involved in cellular response to glucose stimulus16/231164/187234.05e-032.52e-0216
GO:00551174CervixCCregulation of cardiac muscle contraction18/231177/187235.15e-033.03e-0218
GO:00320245CervixCCpositive regulation of insulin secretion18/231178/187235.94e-033.40e-0218
GO:00860048CervixCCregulation of cardiac muscle cell contraction10/231134/187236.40e-033.58e-0210
GO:00357734CervixCCinsulin secretion involved in cellular response to glucose stimulus17/231173/187236.71e-033.70e-0217
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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
SRISNVMissense_Mutationrs781565827c.521G>Ap.Arg174Glnp.R174QP30626protein_codingtolerated(0.05)benign(0.227)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRISNVMissense_Mutationnovelc.277A>Gp.Asn93Aspp.N93DP30626protein_codingdeleterious(0.02)benign(0.02)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRISNVMissense_Mutationc.29G>Tp.Gly10Valp.G10VP30626protein_codingtolerated(0.38)benign(0)TCGA-G4-6294-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
SRISNVMissense_Mutationc.28G>Tp.Gly10Cysp.G10CP30626protein_codingtolerated(0.11)benign(0.131)TCGA-G4-6294-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
SRISNVMissense_Mutationrs748393938c.440G>Ap.Arg147Glnp.R147QP30626protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-3732-01Colorectumrectum adenocarcinomaFemale>=65I/IIChemotherapycapecitabineSD
SRISNVMissense_Mutationrs779760808c.268A>Gp.Met90Valp.M90VP30626protein_codingdeleterious(0)probably_damaging(0.911)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SRISNVMissense_Mutationc.317N>Tp.Arg106Ilep.R106IP30626protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SRISNVMissense_Mutationnovelc.527N>Ap.Arg176Glnp.R176QP30626protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SRISNVMissense_Mutationc.481N>Ap.Ala161Thrp.A161TP30626protein_codingtolerated(0.05)benign(0.394)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRISNVMissense_Mutationc.481N>Ap.Ala161Thrp.A161TP30626protein_codingtolerated(0.05)benign(0.394)TCGA-D1-A16X-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
6717SRINAADM2568983
6717SRINAADRIAMYCINADRIAMYCIN1975203
6717SRINACOLCHICINECOLCHICINE1975203
6717SRINAISOPROTERENOLISOPROTERENOL15754088
6717SRINAVINCRISTINEVINCRISTINE1975203
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