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: SMPDL3B

Gene summary for SMPDL3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMPDL3B

Gene ID

27293

Gene namesphingomyelin phosphodiesterase acid like 3B
Gene AliasASML3B
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0002221

UniProtAcc

Q92485


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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
27293SMPDL3BP4T-EHumanEsophagusESCC2.86e-061.74e-010.1323
27293SMPDL3BP8T-EHumanEsophagusESCC6.84e-045.62e-020.0889
27293SMPDL3BP23T-EHumanEsophagusESCC1.56e-048.18e-020.108
27293SMPDL3BP48T-EHumanEsophagusESCC1.23e-033.56e-020.0959
27293SMPDL3BP57T-EHumanEsophagusESCC3.82e-021.01e-010.0926
27293SMPDL3BP65T-EHumanEsophagusESCC2.16e-045.57e-020.0978
27293SMPDL3BP74T-EHumanEsophagusESCC5.99e-265.78e-010.1479
27293SMPDL3BP75T-EHumanEsophagusESCC4.28e-072.60e-010.1125
27293SMPDL3BP76T-EHumanEsophagusESCC9.74e-194.19e-010.1207
27293SMPDL3BP79T-EHumanEsophagusESCC2.12e-082.00e-010.1154
27293SMPDL3BP82T-EHumanEsophagusESCC1.23e-065.33e-010.1072
27293SMPDL3BP94T-EHumanEsophagusESCC4.72e-044.18e-010.0879
27293SMPDL3BP104T-EHumanEsophagusESCC2.66e-044.40e-010.0931
27293SMPDL3BP128T-EHumanEsophagusESCC4.18e-204.85e-010.1241
27293SMPDL3BP130T-EHumanEsophagusESCC1.38e-468.98e-010.1676
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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
∗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:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
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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
SMPDL3BSNVMissense_Mutationnovelc.1295C>Tp.Ser432Phep.S432FQ92485protein_codingtolerated(0.06)benign(0.055)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SMPDL3BSNVMissense_Mutationc.765N>Gp.Phe255Leup.F255LQ92485protein_codingdeleterious(0.02)probably_damaging(0.984)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SMPDL3BSNVMissense_Mutationc.149C>Tp.Ser50Phep.S50FQ92485protein_codingdeleterious(0.04)benign(0.039)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SMPDL3BSNVMissense_Mutationc.1060C>Tp.Arg354Cysp.R354CQ92485protein_codingtolerated(0.07)possibly_damaging(0.634)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SMPDL3BSNVMissense_Mutationrs145333269c.298N>Ap.Asp100Asnp.D100NQ92485protein_codingtolerated(1)benign(0.015)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SMPDL3BSNVMissense_Mutationc.230C>Ap.Ala77Aspp.A77DQ92485protein_codingtolerated(0.1)probably_damaging(1)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SMPDL3BSNVMissense_Mutationc.280G>Ap.Asp94Asnp.D94NQ92485protein_codingdeleterious(0.02)benign(0.253)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SMPDL3BSNVMissense_Mutationrs759717841c.1103C>Tp.Pro368Leup.P368LQ92485protein_codingdeleterious(0.02)possibly_damaging(0.561)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SMPDL3BSNVMissense_Mutationrs753870251c.886N>Ap.Ala296Thrp.A296TQ92485protein_codingtolerated(0.77)benign(0.009)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SMPDL3BdeletionFrame_Shift_Delc.516delAp.Gly173ValfsTer31p.G173Vfs*31Q92485protein_codingTCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=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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