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: SERINC3

Gene summary for SERINC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERINC3

Gene ID

10955

Gene nameserine incorporator 3
Gene AliasAIGP1
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q13530


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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
10955SERINC3HTA11_347_2000001011HumanColorectumAD6.30e-125.15e-01-0.1954
10955SERINC3HTA11_1391_2000001011HumanColorectumAD1.22e-022.85e-01-0.059
10955SERINC3HTA11_99999970781_79442HumanColorectumMSS6.55e-043.29e-010.294
10955SERINC3HTA11_99999971662_82457HumanColorectumMSS8.01e-258.90e-010.3859
10955SERINC3HTA11_99999974143_84620HumanColorectumMSS1.33e-074.77e-010.3005
10955SERINC3A015-C-203HumanColorectumFAP1.94e-03-9.76e-02-0.1294
10955SERINC3A015-C-006HumanColorectumFAP2.83e-02-2.04e-01-0.0994
10955SERINC3A002-C-114HumanColorectumFAP1.19e-02-1.62e-01-0.1561
10955SERINC3A015-C-104HumanColorectumFAP3.30e-05-1.63e-01-0.1899
10955SERINC3A002-C-116HumanColorectumFAP9.81e-04-5.51e-02-0.0452
10955SERINC3A018-E-020HumanColorectumFAP2.09e-02-1.43e-01-0.2034
10955SERINC3F034HumanColorectumFAP4.87e-02-1.23e-01-0.0665
10955SERINC3CRC-1-8810HumanColorectumCRC2.03e-022.56e-010.6257
10955SERINC3CRC-3-11773HumanColorectumCRC1.50e-022.93e-010.2564
10955SERINC3LZE2THumanEsophagusESCC3.30e-034.55e-010.082
10955SERINC3LZE4THumanEsophagusESCC3.53e-311.07e+000.0811
10955SERINC3LZE7THumanEsophagusESCC5.30e-116.67e-010.0667
10955SERINC3LZE8THumanEsophagusESCC1.09e-124.07e-010.067
10955SERINC3LZE20THumanEsophagusESCC4.56e-104.92e-010.0662
10955SERINC3LZE22THumanEsophagusESCC7.10e-073.72e-010.068
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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
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
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:0097193ColorectumADintrinsic apoptotic signaling pathway108/3918288/187236.25e-116.41e-09108
GO:2001242ColorectumADregulation of intrinsic apoptotic signaling pathway67/3918164/187234.94e-093.16e-0767
GO:2001233ColorectumADregulation of apoptotic signaling pathway119/3918356/187232.14e-081.21e-06119
GO:0034976ColorectumADresponse to endoplasmic reticulum stress90/3918256/187238.48e-084.28e-0690
GO:0070059ColorectumADintrinsic apoptotic signaling pathway in response to endoplasmic reticulum stress29/391863/187237.03e-061.73e-0429
GO:1905897ColorectumADregulation of response to endoplasmic reticulum stress32/391882/187231.37e-041.95e-0332
GO:0006575ColorectumADcellular modified amino acid metabolic process59/3918188/187234.80e-045.27e-0359
GO:2001235ColorectumADpositive regulation of apoptotic signaling pathway42/3918126/187237.85e-047.84e-0342
GO:2001244ColorectumADpositive regulation of intrinsic apoptotic signaling pathway23/391858/187238.82e-048.53e-0323
GO:0006520ColorectumADcellular amino acid metabolic process81/3918284/187231.37e-031.19e-0281
GO:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:00971932ColorectumMSSintrinsic apoptotic signaling pathway102/3467288/187236.06e-129.82e-10102
GO:20012422ColorectumMSSregulation of intrinsic apoptotic signaling pathway66/3467164/187236.70e-117.47e-0966
GO:20012332ColorectumMSSregulation of apoptotic signaling pathway116/3467356/187231.02e-101.06e-08116
GO:00349762ColorectumMSSresponse to endoplasmic reticulum stress81/3467256/187232.65e-071.10e-0581
GO:00700592ColorectumMSSintrinsic apoptotic signaling pathway in response to endoplasmic reticulum stress27/346763/187236.93e-061.79e-0427
GO:19058972ColorectumMSSregulation of response to endoplasmic reticulum stress31/346782/187233.17e-056.29e-0431
GO:20012352ColorectumMSSpositive regulation of apoptotic signaling pathway42/3467126/187234.95e-058.97e-0442
GO:20012442ColorectumMSSpositive regulation of intrinsic apoptotic signaling pathway23/346758/187231.39e-042.06e-0323
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03250ColorectumMSSViral life cycle - HIV-123/187563/84656.55e-032.64e-021.62e-0223
hsa032501ColorectumMSSViral life cycle - HIV-123/187563/84656.55e-032.64e-021.62e-0223
hsa032509EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa0325014EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa032502LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa0325011LiverHCCViral life cycle - HIV-146/402063/84653.25e-051.88e-041.04e-0446
hsa032508Oral cavityOSCCViral life cycle - HIV-145/370463/84657.62e-063.59e-051.83e-0545
hsa0325013Oral cavityOSCCViral life cycle - HIV-145/370463/84657.62e-063.59e-051.83e-0545
hsa0325022Oral cavityLPViral life cycle - HIV-132/241863/84651.55e-049.08e-045.86e-0432
hsa0325031Oral cavityLPViral life cycle - HIV-132/241863/84651.55e-049.08e-045.86e-0432
hsa032504ProstateBPHViral life cycle - HIV-124/171863/84658.32e-043.98e-032.46e-0324
hsa0325012ProstateBPHViral life cycle - HIV-124/171863/84658.32e-043.98e-032.46e-0324
hsa0325021ProstateTumorViral life cycle - HIV-125/179163/84656.13e-043.07e-031.91e-0325
hsa032503ProstateTumorViral life cycle - HIV-125/179163/84656.13e-043.07e-031.91e-0325
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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
SERINC3SNVMissense_Mutationrs758967791c.1060C>Tp.Arg354Cysp.R354CQ13530protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SERINC3SNVMissense_Mutationc.610N>Ap.Ala204Thrp.A204TQ13530protein_codingdeleterious(0.05)possibly_damaging(0.461)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SERINC3SNVMissense_Mutationrs750095755c.893N>Gp.Asn298Serp.N298SQ13530protein_codingtolerated(1)benign(0)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
SERINC3SNVMissense_Mutationnovelc.562G>Ap.Glu188Lysp.E188KQ13530protein_codingdeleterious(0.04)probably_damaging(1)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SERINC3SNVMissense_Mutationc.863N>Ap.Ser288Tyrp.S288YQ13530protein_codingdeleterious(0)probably_damaging(0.953)TCGA-CA-6716-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyoxaliplatinCR
SERINC3SNVMissense_Mutationnovelc.24C>Ap.Phe8Leup.F8LQ13530protein_codingtolerated(0.21)benign(0.003)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SERINC3SNVMissense_Mutationnovelc.751N>Ap.Ala251Thrp.A251TQ13530protein_codingdeleterious(0.03)benign(0.347)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SERINC3SNVMissense_Mutationc.142N>Ap.Leu48Metp.L48MQ13530protein_codingdeleterious(0.03)probably_damaging(0.993)TCGA-A5-A0GI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SERINC3SNVMissense_Mutationnovelc.1013N>Gp.Phe338Cysp.F338CQ13530protein_codingdeleterious(0.01)possibly_damaging(0.489)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SERINC3SNVMissense_Mutationrs750431207c.1061N>Ap.Arg354Hisp.R354HQ13530protein_codingdeleterious(0.01)possibly_damaging(0.597)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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