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: SGIP1

Gene summary for SGIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SGIP1

Gene ID

84251

Gene nameSH3GL interacting endocytic adaptor 1
Gene AliasSGIP1
Cytomap1p31.3
Gene Typeprotein-coding
GO ID

GO:0002021

UniProtAcc

Q9BQI5


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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
84251SGIP1C09HumanOral cavityOSCC1.94e-128.12e-010.1431
84251SGIP1EOLP-1HumanOral cavityEOLP7.26e-145.52e-01-0.0202
84251SGIP1EOLP-2HumanOral cavityEOLP3.85e-021.86e-01-0.0203
84251SGIP1NEOLP-1HumanOral cavityNEOLP1.06e-063.47e-01-0.0194
84251SGIP1NEOLP-2HumanOral cavityNEOLP1.96e-022.68e-01-0.0196
84251SGIP1PTC04HumanThyroidPTC7.60e-174.57e-010.1927
84251SGIP1ATC11HumanThyroidATC1.13e-054.67e-010.3386
84251SGIP1ATC12HumanThyroidATC2.79e-519.87e-010.34
84251SGIP1ATC3HumanThyroidATC1.52e-021.66e-010.338
84251SGIP1ATC4HumanThyroidATC1.81e-541.14e+000.34
84251SGIP1ATC5HumanThyroidATC1.82e-02-6.23e-020.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003166720Oral cavityOSCCresponse to nutrient levels245/7305474/187231.02e-082.10e-07245
GO:003010016Oral cavityOSCCregulation of endocytosis121/7305211/187234.74e-088.80e-07121
GO:004580710Oral cavityOSCCpositive regulation of endocytosis59/7305100/187233.99e-053.48e-0459
GO:000689810Oral cavityOSCCreceptor-mediated endocytosis125/7305244/187236.56e-055.32e-04125
GO:00725838Oral cavityOSCCclathrin-dependent endocytosis30/730547/187234.96e-042.92e-0330
GO:004825910Oral cavityOSCCregulation of receptor-mediated endocytosis58/7305110/187232.37e-031.05e-0258
GO:003010023Oral cavityEOLPregulation of endocytosis51/2218211/187234.24e-071.19e-0551
GO:007258321Oral cavityEOLPclathrin-dependent endocytosis19/221847/187236.00e-071.56e-0519
GO:000689825Oral cavityEOLPreceptor-mediated endocytosis55/2218244/187231.64e-063.82e-0555
GO:004580724Oral cavityEOLPpositive regulation of endocytosis27/2218100/187232.69e-053.94e-0427
GO:004825915Oral cavityEOLPregulation of receptor-mediated endocytosis28/2218110/187236.12e-057.68e-0428
GO:003166725Oral cavityEOLPresponse to nutrient levels82/2218474/187232.59e-042.52e-0382
GO:00482689Oral cavityEOLPclathrin coat assembly8/221818/187235.58e-044.74e-038
GO:00482609Oral cavityEOLPpositive regulation of receptor-mediated endocytosis14/221852/187232.31e-031.42e-0214
GO:003010031Oral cavityNEOLPregulation of endocytosis47/2005211/187237.96e-072.20e-0547
GO:000689831Oral cavityNEOLPreceptor-mediated endocytosis51/2005244/187232.08e-064.87e-0551
GO:004580731Oral cavityNEOLPpositive regulation of endocytosis27/2005100/187234.19e-069.05e-0527
GO:004826813Oral cavityNEOLPclathrin coat assembly9/200518/187233.59e-055.21e-049
GO:007258331Oral cavityNEOLPclathrin-dependent endocytosis15/200547/187237.12e-059.27e-0415
GO:003166732Oral cavityNEOLPresponse to nutrient levels77/2005474/187231.27e-041.49e-0377
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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
SGIP1SNVMissense_Mutationc.2416G>Cp.Val806Leup.V806LQ9BQI5protein_codingtolerated(0.05)benign(0.345)TCGA-A7-A26F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SGIP1SNVMissense_Mutationrs369259312c.1241N>Tp.Pro414Leup.P414LQ9BQI5protein_codingtolerated(0.3)benign(0.193)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
SGIP1SNVMissense_Mutationc.2425N>Tp.Gly809Trpp.G809WQ9BQI5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SGIP1SNVMissense_Mutationnovelc.2423C>Ap.Ala808Glup.A808EQ9BQI5protein_codingdeleterious(0.02)benign(0.087)TCGA-BH-A0DP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SGIP1SNVMissense_Mutationrs556202457c.475N>Tp.Arg159Cysp.R159CQ9BQI5protein_codingdeleterious(0)probably_damaging(0.982)TCGA-BH-AB28-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
SGIP1SNVMissense_Mutationnovelc.247N>Ap.Glu83Lysp.E83KQ9BQI5protein_codingdeleterious(0.01)benign(0.173)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
SGIP1SNVMissense_Mutationc.2269N>Ap.Pro757Thrp.P757TQ9BQI5protein_codingtolerated(0.23)benign(0.127)TCGA-E2-A155-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SGIP1SNVMissense_Mutationc.2283N>Tp.Gln761Hisp.Q761HQ9BQI5protein_codingtolerated(0.17)benign(0.115)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SGIP1SNVMissense_Mutationnovelc.1483N>Ap.Pro495Thrp.P495TQ9BQI5protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SGIP1SNVMissense_Mutationc.574G>Ap.Asp192Asnp.D192NQ9BQI5protein_codingtolerated(0.34)benign(0.086)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
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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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