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: SCAMP1

Gene summary for SCAMP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCAMP1

Gene ID

9522

Gene namesecretory carrier membrane protein 1
Gene AliasSCAMP
Cytomap5q14.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A087WXB0


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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
9522SCAMP1P52T-EHumanEsophagusESCC4.59e-153.18e-010.1555
9522SCAMP1P54T-EHumanEsophagusESCC1.87e-162.59e-010.0975
9522SCAMP1P56T-EHumanEsophagusESCC1.69e-047.01e-010.1613
9522SCAMP1P57T-EHumanEsophagusESCC2.16e-203.25e-010.0926
9522SCAMP1P61T-EHumanEsophagusESCC1.86e-123.00e-010.099
9522SCAMP1P62T-EHumanEsophagusESCC4.03e-426.80e-010.1302
9522SCAMP1P65T-EHumanEsophagusESCC3.75e-161.30e-010.0978
9522SCAMP1P74T-EHumanEsophagusESCC6.80e-204.56e-010.1479
9522SCAMP1P75T-EHumanEsophagusESCC1.53e-182.37e-010.1125
9522SCAMP1P76T-EHumanEsophagusESCC1.59e-159.76e-020.1207
9522SCAMP1P79T-EHumanEsophagusESCC2.20e-162.12e-010.1154
9522SCAMP1P80T-EHumanEsophagusESCC1.33e-411.03e+000.155
9522SCAMP1P82T-EHumanEsophagusESCC4.04e-084.78e-010.1072
9522SCAMP1P83T-EHumanEsophagusESCC1.64e-238.49e-010.1738
9522SCAMP1P84T-EHumanEsophagusESCC7.82e-143.64e-010.0933
9522SCAMP1P89T-EHumanEsophagusESCC1.86e-105.53e-010.1752
9522SCAMP1P91T-EHumanEsophagusESCC7.16e-078.71e-010.1828
9522SCAMP1P104T-EHumanEsophagusESCC1.43e-022.75e-010.0931
9522SCAMP1P107T-EHumanEsophagusESCC1.04e-318.06e-010.171
9522SCAMP1P127T-EHumanEsophagusESCC1.31e-162.25e-010.0826
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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
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:004819317EsophagusHGINGolgi vesicle transport83/2587296/187238.59e-118.89e-0983
GO:000689210EsophagusHGINpost-Golgi vesicle-mediated transport26/2587104/187231.63e-031.81e-0226
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000689215EsophagusESCCpost-Golgi vesicle-mediated transport82/8552104/187234.00e-121.55e-1082
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:000689221LiverHCCpost-Golgi vesicle-mediated transport77/7958104/187236.14e-112.24e-0977
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00068929Oral cavityOSCCpost-Golgi vesicle-mediated transport71/7305104/187231.37e-093.33e-0871
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:000689214Oral cavityLPpost-Golgi vesicle-mediated transport44/4623104/187235.90e-058.05e-0444
GO:004819310ProstateBPHGolgi vesicle transport102/3107296/187233.90e-144.56e-12102
GO:00068928ProstateBPHpost-Golgi vesicle-mediated transport34/3107104/187234.14e-054.43e-0434
GO:004819314ProstateTumorGolgi vesicle transport105/3246296/187233.55e-144.33e-12105
GO:000689213ProstateTumorpost-Golgi vesicle-mediated transport35/3246104/187234.14e-054.70e-0435
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
GO:000689217SkincSCCpost-Golgi vesicle-mediated transport49/4864104/187232.71e-064.30e-0549
GO:004819320ThyroidPTCGolgi vesicle transport186/5968296/187233.09e-281.22e-25186
GO:000689218ThyroidPTCpost-Golgi vesicle-mediated transport66/5968104/187233.36e-111.24e-0966
GO:0048193111ThyroidATCGolgi vesicle transport189/6293296/187239.58e-275.05e-24189
GO:000689219ThyroidATCpost-Golgi vesicle-mediated transport68/6293104/187233.30e-111.10e-0968
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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
SCAMP1SNVMissense_Mutationnovelc.399N>Gp.Phe133Leup.F133LO15126protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCAMP1SNVMissense_Mutationnovelc.509N>Ap.Cys170Tyrp.C170YO15126protein_codingdeleterious(0)probably_damaging(0.981)TCGA-D8-A1XJ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
SCAMP1insertionNonsense_Mutationnovelc.990_991insGGGCTAGGAGAATTGTAGGTTGTTGGTATTGGAAGATGAp.Gln330_Asn331insGlyLeuGlyGluLeuTerValValGlyIleGlyArgTerp.Q330_N331insGLGEL*VVGIGR*O15126protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SCAMP1SNVMissense_Mutationrs763582841c.269G>Ap.Arg90Hisp.R90HO15126protein_codingdeleterious(0)probably_damaging(0.919)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
SCAMP1SNVMissense_Mutationnovelc.233N>Cp.Lys78Thrp.K78TO15126protein_codingtolerated(0.29)benign(0.001)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCAMP1SNVMissense_Mutationnovelc.381N>Gp.Phe127Leup.F127LO15126protein_codingtolerated(0.22)benign(0.225)TCGA-CK-4950-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolfoxSD
SCAMP1insertionFrame_Shift_Insnovelc.326_327insTGTTCCTp.Gln109HisfsTer10p.Q109Hfs*10O15126protein_codingTCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SCAMP1SNVMissense_Mutationnovelc.815N>Tp.Thr272Ilep.T272IO15126protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SCAMP1SNVMissense_Mutationnovelc.728G>Ap.Gly243Aspp.G243DO15126protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
SCAMP1SNVMissense_Mutationnovelc.83G>Tp.Arg28Ilep.R28IO15126protein_codingtolerated(0.18)benign(0.01)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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