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: SCIN

Gene summary for SCIN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCIN

Gene ID

85477

Gene namescinderin
Gene AliasSCIN
Cytomap7p21.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q9Y6U3


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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
85477SCINHTA11_2487_2000001011HumanColorectumSER2.69e-144.79e-01-0.1808
85477SCINHTA11_78_2000001011HumanColorectumAD1.44e-063.33e-01-0.1088
85477SCINHTA11_347_2000001011HumanColorectumAD2.13e-042.50e-01-0.1954
85477SCINHTA11_411_2000001011HumanColorectumSER8.64e-099.20e-01-0.2602
85477SCINHTA11_2112_2000001011HumanColorectumSER3.31e-024.31e-01-0.2196
85477SCINHTA11_3361_2000001011HumanColorectumAD9.56e-032.57e-01-0.1207
85477SCINHTA11_83_2000001011HumanColorectumSER4.01e-022.44e-01-0.1526
85477SCINHTA11_696_2000001011HumanColorectumAD1.04e-043.29e-01-0.1464
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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
∗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:00308341ColorectumSERregulation of actin filament depolymerization21/289754/187232.57e-057.07e-0421
GO:00510161ColorectumSERbarbed-end actin filament capping13/289726/187234.02e-051.02e-0313
GO:00516931ColorectumSERactin filament capping16/289741/187232.21e-043.89e-0316
GO:00308351ColorectumSERnegative regulation of actin filament depolymerization17/289745/187232.25e-043.91e-0317
GO:00511251ColorectumSERregulation of actin nucleation13/289730/187232.52e-044.23e-0313
GO:00436241ColorectumSERcellular protein complex disassembly37/2897136/187233.08e-045.00e-0337
GO:00325071ColorectumSERmaintenance of protein location in cell21/289765/187235.39e-047.57e-0321
GO:00512611ColorectumSERprotein depolymerization31/2897114/187239.18e-041.11e-0231
GO:00451851ColorectumSERmaintenance of protein location26/289794/187231.76e-031.81e-0226
GO:00068871ColorectumSERexocytosis75/2897352/187232.05e-032.03e-0275
GO:00300991ColorectumSERmyeloid cell differentiation80/2897381/187232.28e-032.18e-0280
GO:19018791ColorectumSERregulation of protein depolymerization24/289787/187232.69e-032.44e-0224
GO:00432441ColorectumSERregulation of protein-containing complex disassembly30/2897121/187235.03e-033.88e-0230
GO:19018801ColorectumSERnegative regulation of protein depolymerization20/289772/187235.36e-034.03e-0220
GO:00510471ColorectumSERpositive regulation of secretion65/2897310/187235.71e-034.19e-0265
GO:00516511ColorectumSERmaintenance of location in cell47/2897214/187237.20e-034.99e-0247
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04666ColorectumADFc gamma R-mediated phagocytosis46/209297/84659.10e-071.22e-057.77e-0646
hsa04810ColorectumADRegulation of actin cytoskeleton75/2092229/84653.36e-031.76e-021.12e-0275
hsa046661ColorectumADFc gamma R-mediated phagocytosis46/209297/84659.10e-071.22e-057.77e-0646
hsa048101ColorectumADRegulation of actin cytoskeleton75/2092229/84653.36e-031.76e-021.12e-0275
hsa046662ColorectumSERFc gamma R-mediated phagocytosis39/158097/84655.84e-079.70e-067.04e-0639
hsa048102ColorectumSERRegulation of actin cytoskeleton60/1580229/84652.74e-032.02e-021.47e-0260
hsa046663ColorectumSERFc gamma R-mediated phagocytosis39/158097/84655.84e-079.70e-067.04e-0639
hsa048103ColorectumSERRegulation of actin cytoskeleton60/1580229/84652.74e-032.02e-021.47e-0260
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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
SCINSNVMissense_Mutationnovelc.1045G>Tp.Asp349Tyrp.D349YQ9Y6U3protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCINSNVMissense_Mutationnovelc.810N>Ap.Asn270Lysp.N270KQ9Y6U3protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-AO-A1KT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
SCINSNVMissense_Mutationrs78038322c.631N>Ap.Val211Metp.V211MQ9Y6U3protein_codingdeleterious(0.01)benign(0.149)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCINSNVMissense_Mutationc.929N>Ap.Met310Lysp.M310KQ9Y6U3protein_codingdeleterious(0.01)benign(0.168)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCINSNVMissense_Mutationc.2018C>Tp.Ser673Phep.S673FQ9Y6U3protein_codingtolerated(0.28)probably_damaging(0.997)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SCINSNVMissense_Mutationc.130N>Ap.Asp44Asnp.D44NQ9Y6U3protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A209-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCINinsertionFrame_Shift_Insnovelc.1305_1306insCGTTCAATGTTGGCACGAAGGGCACACTCCTCTGCCTGGAAGTCCCp.Ile436ArgfsTer29p.I436Rfs*29Q9Y6U3protein_codingTCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SCINinsertionIn_Frame_Insnovelc.1973_1974insATTTTAp.Ile658_Gly659insPheTyrp.I658_G659insFYQ9Y6U3protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCINinsertionNonsense_Mutationnovelc.629_630insTGAGGTATATACATAATTGTTACACTTCATTCTGp.Val211GlufsTer5p.V211Efs*5Q9Y6U3protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCINinsertionFrame_Shift_Insnovelc.1973_1974insATTTTATGTTTACATGGTACp.Gly659PhefsTer20p.G659Ffs*20Q9Y6U3protein_codingTCGA-AR-A0U0-01Breastbreast invasive 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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