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: CYTH3

Gene summary for CYTH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYTH3

Gene ID

9265

Gene namecytohesin 3
Gene AliasARNO3
Cytomap7p22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O43739


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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
9265CYTH3LZE24THumanEsophagusESCC2.92e-041.34e-010.0596
9265CYTH3P2T-EHumanEsophagusESCC6.40e-081.25e-010.1177
9265CYTH3P4T-EHumanEsophagusESCC1.16e-039.20e-020.1323
9265CYTH3P5T-EHumanEsophagusESCC5.37e-071.69e-010.1327
9265CYTH3P8T-EHumanEsophagusESCC8.68e-051.11e-010.0889
9265CYTH3P9T-EHumanEsophagusESCC4.62e-021.45e-010.1131
9265CYTH3P10T-EHumanEsophagusESCC1.54e-048.03e-020.116
9265CYTH3P11T-EHumanEsophagusESCC5.46e-093.52e-010.1426
9265CYTH3P12T-EHumanEsophagusESCC2.54e-061.42e-010.1122
9265CYTH3P15T-EHumanEsophagusESCC4.29e-092.04e-010.1149
9265CYTH3P16T-EHumanEsophagusESCC1.56e-035.27e-020.1153
9265CYTH3P20T-EHumanEsophagusESCC7.85e-031.28e-010.1124
9265CYTH3P21T-EHumanEsophagusESCC7.15e-082.03e-010.1617
9265CYTH3P22T-EHumanEsophagusESCC2.10e-096.07e-020.1236
9265CYTH3P23T-EHumanEsophagusESCC2.70e-041.55e-010.108
9265CYTH3P24T-EHumanEsophagusESCC8.60e-043.42e-020.1287
9265CYTH3P26T-EHumanEsophagusESCC2.32e-061.20e-010.1276
9265CYTH3P27T-EHumanEsophagusESCC1.56e-079.21e-020.1055
9265CYTH3P28T-EHumanEsophagusESCC6.09e-091.86e-010.1149
9265CYTH3P30T-EHumanEsophagusESCC9.97e-041.38e-010.137
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:009016216EsophagusESCCestablishment of epithelial cell polarity25/855231/187237.13e-055.38e-0425
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:00071637LungIACestablishment or maintenance of cell polarity61/2061218/187233.10e-123.07e-0961
GO:00300107LungIACestablishment of cell polarity46/2061143/187237.70e-124.27e-0946
GO:00510565LungIACregulation of small GTPase mediated signal transduction70/2061302/187239.44e-101.87e-0770
GO:00457858LungIACpositive regulation of cell adhesion87/2061437/187232.59e-083.13e-0687
GO:00072655LungIACRas protein signal transduction65/2061337/187234.48e-061.81e-0465
GO:00465784LungIACregulation of Ras protein signal transduction40/2061189/187233.50e-058.65e-0440
GO:00901626LungIACestablishment of epithelial cell polarity11/206131/187232.91e-044.72e-0311
GO:0032011LungIACARF protein signal transduction8/206119/187235.25e-047.44e-038
GO:0032012LungIACregulation of ARF protein signal transduction8/206119/187235.25e-047.44e-038
GO:00481937LungIACGolgi vesicle transport49/2061296/187232.35e-032.28e-0249
GO:000716313LungAISestablishment or maintenance of cell polarity56/1849218/187231.31e-116.13e-0956
GO:003001013LungAISestablishment of cell polarity42/1849143/187235.03e-111.95e-0842
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0513116LungIACShigellosis58/1053247/84658.21e-073.81e-052.53e-0558
hsa0513016LungIACPathogenic Escherichia coli infection45/1053197/84652.93e-056.14e-044.08e-0445
hsa0513216LungIACSalmonella infection52/1053249/84659.46e-051.28e-038.50e-0452
hsa0414414LungIACEndocytosis51/1053251/84652.25e-042.54e-031.68e-0351
hsa04072LungIACPhospholipase D signaling pathway28/1053148/84651.46e-025.00e-023.32e-0228
hsa0513117LungIACShigellosis58/1053247/84658.21e-073.81e-052.53e-0558
hsa0513017LungIACPathogenic Escherichia coli infection45/1053197/84652.93e-056.14e-044.08e-0445
hsa0513217LungIACSalmonella infection52/1053249/84659.46e-051.28e-038.50e-0452
hsa0414415LungIACEndocytosis51/1053251/84652.25e-042.54e-031.68e-0351
hsa040721LungIACPhospholipase D signaling pathway28/1053148/84651.46e-025.00e-023.32e-0228
hsa0513123LungAISShigellosis53/961247/84652.70e-069.71e-056.21e-0553
hsa0414423LungAISEndocytosis52/961251/84659.74e-063.04e-041.95e-0452
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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
CYTH3SNVMissense_Mutationc.557C>Ap.Ser186Tyrp.S186YO43739protein_codingdeleterious(0.01)possibly_damaging(0.899)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationc.1142N>Cp.Arg381Thrp.R381TO43739protein_codingtolerated(0.11)benign(0.125)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationnovelc.826G>Ap.Gly276Argp.G276RO43739protein_codingdeleterious(0)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CYTH3SNVMissense_Mutationnovelc.848N>Ap.Arg283Hisp.R283HO43739protein_codingdeleterious(0.01)possibly_damaging(0.871)TCGA-C5-A2LV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationnovelc.760G>Ap.Asp254Asnp.D254NO43739protein_codingdeleterious(0)benign(0.194)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationrs749850896c.658G>Ap.Ala220Thrp.A220TO43739protein_codingtolerated(0.22)benign(0)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationnovelc.586N>Ap.Ala196Thrp.A196TO43739protein_codingtolerated(0.08)benign(0.191)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationnovelc.597G>Ap.Met199Ilep.M199IO43739protein_codingtolerated(0.05)possibly_damaging(0.567)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationnovelc.96N>Tp.Lys32Asnp.K32NO43739protein_codingtolerated(0.32)benign(0.118)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CYTH3SNVMissense_Mutationc.389N>Cp.Val130Alap.V130AO43739protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AZ-6600-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycpt-11PD
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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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