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: TSPO

Gene summary for TSPO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSPO

Gene ID

706

Gene nametranslocator protein
Gene AliasBPBS
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0000422

UniProtAcc

O76068


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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
706TSPOGSM4909281HumanBreastIDC5.59e-204.68e-010.21
706TSPOGSM4909282HumanBreastIDC4.94e-506.78e-01-0.0288
706TSPOGSM4909285HumanBreastIDC6.12e-185.46e-010.21
706TSPOGSM4909286HumanBreastIDC2.79e-073.16e-010.1081
706TSPOGSM4909287HumanBreastIDC4.72e-143.18e-010.2057
706TSPOGSM4909288HumanBreastIDC1.19e-103.81e-010.0988
706TSPOGSM4909289HumanBreastIDC4.76e-033.71e-010.1064
706TSPOGSM4909290HumanBreastIDC1.01e-043.27e-010.2096
706TSPOGSM4909294HumanBreastIDC3.76e-091.16e-010.2022
706TSPOGSM4909296HumanBreastIDC3.93e-182.80e-010.1524
706TSPOGSM4909297HumanBreastIDC8.50e-22-1.72e-010.1517
706TSPOGSM4909306HumanBreastIDC2.17e-033.32e-010.1564
706TSPOGSM4909309HumanBreastIDC3.53e-043.25e-020.0483
706TSPOGSM4909311HumanBreastIDC1.49e-47-1.74e-010.1534
706TSPOGSM4909312HumanBreastIDC8.84e-138.32e-020.1552
706TSPOGSM4909313HumanBreastIDC3.62e-06-6.88e-020.0391
706TSPOGSM4909315HumanBreastIDC8.51e-113.73e-010.21
706TSPOGSM4909316HumanBreastIDC1.71e-152.71e-010.21
706TSPOGSM4909318HumanBreastIDC7.60e-05-4.44e-010.2031
706TSPOGSM4909319HumanBreastIDC1.24e-56-4.03e-010.1563
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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:00192161StomachSIMregulation of lipid metabolic process27/708331/187231.58e-043.50e-0327
GO:003133051StomachSIMnegative regulation of cellular catabolic process23/708262/187231.65e-043.56e-0323
GO:00516515StomachSIMmaintenance of location in cell20/708214/187231.88e-043.97e-0320
GO:00462095StomachSIMnitric oxide metabolic process11/70881/187232.28e-044.59e-0311
GO:00075685StomachSIMaging27/708339/187232.33e-044.64e-0327
GO:20010575StomachSIMreactive nitrogen species metabolic process11/70882/187232.54e-044.96e-0311
GO:00468901StomachSIMregulation of lipid biosynthetic process17/708171/187232.71e-045.21e-0317
GO:00705855StomachSIMprotein localization to mitochondrion14/708125/187232.73e-045.21e-0314
GO:00068395StomachSIMmitochondrial transport22/708254/187232.74e-045.21e-0322
GO:00712195StomachSIMcellular response to molecule of bacterial origin20/708221/187232.89e-045.45e-0320
GO:20003775StomachSIMregulation of reactive oxygen species metabolic process16/708157/187233.07e-045.70e-0316
GO:00106395StomachSIMnegative regulation of organelle organization27/708348/187233.53e-046.34e-0327
GO:00712415StomachSIMcellular response to inorganic substance20/708226/187233.87e-046.86e-0320
GO:00159181StomachSIMsterol transport14/708130/187234.10e-047.08e-0314
GO:00712165StomachSIMcellular response to biotic stimulus21/708246/187234.53e-047.60e-0321
GO:00108234StomachSIMnegative regulation of mitochondrion organization8/70849/187234.59e-047.62e-038
GO:00303011StomachSIMcholesterol transport13/708117/187234.82e-047.93e-0313
GO:00454285StomachSIMregulation of nitric oxide biosynthetic process9/70862/187235.07e-048.19e-039
GO:00712485StomachSIMcellular response to metal ion18/708197/187235.09e-048.19e-0318
GO:00068095StomachSIMnitric oxide biosynthetic process10/70876/187235.62e-048.75e-0310
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516618BreastPrecancerHuman T-cell leukemia virus 1 infection33/684222/84654.29e-043.31e-032.53e-0333
hsa0516619BreastPrecancerHuman T-cell leukemia virus 1 infection33/684222/84654.29e-043.31e-032.53e-0333
hsa0516624BreastIDCHuman T-cell leukemia virus 1 infection40/867222/84652.52e-042.21e-031.66e-0340
hsa0516634BreastIDCHuman T-cell leukemia virus 1 infection40/867222/84652.52e-042.21e-031.66e-0340
hsa0516642BreastDCISHuman T-cell leukemia virus 1 infection41/846222/84657.03e-056.88e-045.07e-0441
hsa0516652BreastDCISHuman T-cell leukemia virus 1 infection41/846222/84657.03e-056.88e-045.07e-0441
hsa0516620CervixCCHuman T-cell leukemia virus 1 infection61/1267222/84658.13e-077.98e-064.72e-0661
hsa05166110CervixCCHuman T-cell leukemia virus 1 infection61/1267222/84658.13e-077.98e-064.72e-0661
hsa0516643CervixN_HPVHuman T-cell leukemia virus 1 infection22/349222/84651.17e-041.18e-039.23e-0422
hsa0516653CervixN_HPVHuman T-cell leukemia virus 1 infection22/349222/84651.17e-041.18e-039.23e-0422
hsa05166ColorectumADHuman T-cell leukemia virus 1 infection72/2092222/84655.24e-032.44e-021.55e-0272
hsa051661ColorectumADHuman T-cell leukemia virus 1 infection72/2092222/84655.24e-032.44e-021.55e-0272
hsa051662ColorectumMSSHuman T-cell leukemia virus 1 infection68/1875222/84651.84e-039.61e-035.89e-0368
hsa051663ColorectumMSSHuman T-cell leukemia virus 1 infection68/1875222/84651.84e-039.61e-035.89e-0368
hsa0516626EndometriumAEHHuman T-cell leukemia virus 1 infection50/1197222/84654.30e-043.11e-032.27e-0350
hsa05166111EndometriumAEHHuman T-cell leukemia virus 1 infection50/1197222/84654.30e-043.11e-032.27e-0350
hsa0516627EndometriumEECHuman T-cell leukemia virus 1 infection52/1237222/84652.73e-042.36e-031.76e-0352
hsa0516636EndometriumEECHuman T-cell leukemia virus 1 infection52/1237222/84652.73e-042.36e-031.76e-0352
hsa0516639EsophagusHGINHuman T-cell leukemia virus 1 infection51/1383222/84655.84e-034.05e-023.22e-0251
hsa05166114EsophagusHGINHuman T-cell leukemia virus 1 infection51/1383222/84655.84e-034.05e-023.22e-0251
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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
TSPOdeletionFrame_Shift_Delnovelc.209delAp.Glu70GlyfsTer22p.E70Gfs*22B1AH88,P30536protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TSPOSNVMissense_Mutationc.484N>Tp.Arg162Cysp.R162CB1AH88,P30536protein_codingdeleterious(0)possibly_damaging(0.513)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TSPOSNVMissense_Mutationnovelc.208G>Cp.Glu70Glnp.E70QB1AH88,P30536protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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
706TSPODRUGGABLE GENOMEQuinoline carboxamide derivative 7
706TSPODRUGGABLE GENOMEQuinoline carboxamide derivative 4
706TSPODRUGGABLE GENOMEImidazopyridine acetamide analog 7
706TSPODRUGGABLE GENOMEPMID27607364-Compound-59
706TSPODRUGGABLE GENOMEZOPICLONEZOPICLONE
706TSPODRUGGABLE GENOMEPMID27607364-Compound-64
706TSPODRUGGABLE GENOMEImidazo[1,2-b]pyridazine acetamide derivative 5
706TSPODRUGGABLE GENOMEImidazo[1,2-b]pyridazine acetamide derivative 6
706TSPODRUGGABLE GENOMEPMID27599163-Compound-76
706TSPODRUGGABLE GENOMEDiazepamDIAZEPAM
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