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: CLSTN3

Gene summary for CLSTN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLSTN3

Gene ID

9746

Gene namecalsyntenin 3
Gene AliasCDHR14
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

Q9BQT9


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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
9746CLSTN3LZE7THumanEsophagusESCC6.99e-072.79e-010.0667
9746CLSTN3LZE8THumanEsophagusESCC1.22e-061.83e-010.067
9746CLSTN3LZE24THumanEsophagusESCC4.42e-049.64e-020.0596
9746CLSTN3LZE6THumanEsophagusESCC1.82e-021.49e-010.0845
9746CLSTN3P1T-EHumanEsophagusESCC1.11e-052.02e-010.0875
9746CLSTN3P2T-EHumanEsophagusESCC5.05e-223.43e-010.1177
9746CLSTN3P4T-EHumanEsophagusESCC5.15e-122.03e-010.1323
9746CLSTN3P8T-EHumanEsophagusESCC8.47e-092.06e-010.0889
9746CLSTN3P10T-EHumanEsophagusESCC2.29e-101.74e-010.116
9746CLSTN3P11T-EHumanEsophagusESCC9.17e-122.69e-010.1426
9746CLSTN3P12T-EHumanEsophagusESCC9.82e-204.25e-010.1122
9746CLSTN3P15T-EHumanEsophagusESCC6.39e-072.35e-010.1149
9746CLSTN3P16T-EHumanEsophagusESCC1.17e-488.96e-010.1153
9746CLSTN3P17T-EHumanEsophagusESCC1.94e-031.67e-010.1278
9746CLSTN3P21T-EHumanEsophagusESCC4.41e-032.82e-020.1617
9746CLSTN3P22T-EHumanEsophagusESCC8.12e-101.47e-010.1236
9746CLSTN3P24T-EHumanEsophagusESCC5.67e-041.07e-010.1287
9746CLSTN3P26T-EHumanEsophagusESCC5.40e-122.57e-010.1276
9746CLSTN3P27T-EHumanEsophagusESCC1.90e-153.25e-010.1055
9746CLSTN3P28T-EHumanEsophagusESCC3.80e-041.16e-010.1149
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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
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:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:190188810EsophagusESCCregulation of cell junction assembly109/8552204/187231.53e-024.96e-02109
GO:001604921LiverHCCcell growth269/7958482/187231.84e-095.35e-08269
GO:000155821LiverHCCregulation of cell growth228/7958414/187231.34e-072.55e-06228
GO:0016049112ThyroidPTCcell growth225/5968482/187234.75e-122.07e-10225
GO:0001558111ThyroidPTCregulation of cell growth188/5968414/187234.13e-091.09e-07188
GO:0034329111ThyroidPTCcell junction assembly180/5968420/187231.17e-061.69e-05180
GO:005196214ThyroidPTCpositive regulation of nervous system development117/5968272/187236.72e-055.89e-04117
GO:00519608ThyroidPTCregulation of nervous system development177/5968443/187231.72e-041.32e-03177
GO:190188817ThyroidPTCregulation of cell junction assembly88/5968204/187234.50e-042.97e-0388
GO:19024145ThyroidPTCprotein localization to cell junction43/596894/187233.32e-031.62e-0243
GO:00508089ThyroidPTCsynapse organization161/5968426/187235.11e-032.36e-02161
GO:00508074ThyroidPTCregulation of synapse organization84/5968211/187238.72e-033.64e-0284
GO:00508032ThyroidPTCregulation of synapse structure or activity86/5968218/187231.05e-024.23e-0286
GO:001604927ThyroidATCcell growth241/6293482/187234.27e-142.35e-12241
GO:000155826ThyroidATCregulation of cell growth201/6293414/187231.57e-104.76e-09201
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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
CLSTN3SNVMissense_Mutationnovelc.2375N>Gp.Asn792Serp.N792SQ9BQT9protein_codingdeleterious(0)probably_damaging(0.971)TCGA-A7-A3RF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
CLSTN3SNVMissense_Mutationrs749951518c.346G>Ap.Glu116Lysp.E116KQ9BQT9protein_codingtolerated(0.51)benign(0.053)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CLSTN3SNVMissense_Mutationnovelc.1503G>Cp.Glu501Aspp.E501DQ9BQT9protein_codingtolerated(0.11)benign(0.05)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
CLSTN3SNVMissense_Mutationrs755463631c.1897N>Ap.Val633Metp.V633MQ9BQT9protein_codingdeleterious(0)possibly_damaging(0.803)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
CLSTN3SNVMissense_Mutationnovelc.1813N>Ap.Gly605Serp.G605SQ9BQT9protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CLSTN3SNVMissense_Mutationnovelc.2464N>Gp.Arg822Glyp.R822GQ9BQT9protein_codingtolerated(0.14)benign(0.021)TCGA-BI-A20A-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CLSTN3SNVMissense_Mutationnovelc.2465N>Cp.Arg822Prop.R822PQ9BQT9protein_codingtolerated(1)benign(0)TCGA-BI-A20A-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CLSTN3SNVMissense_Mutationrs759437086c.1858N>Ap.Glu620Lysp.E620KQ9BQT9protein_codingdeleterious(0.01)benign(0.251)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CLSTN3SNVMissense_Mutationc.2053G>Tp.Asp685Tyrp.D685YQ9BQT9protein_codingdeleterious(0)possibly_damaging(0.805)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
CLSTN3SNVMissense_Mutationrs182094956c.1150N>Ap.Val384Ilep.V384IQ9BQT9protein_codingtolerated(0.09)benign(0.367)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=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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