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: PACSIN3

Gene summary for PACSIN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PACSIN3

Gene ID

29763

Gene nameprotein kinase C and casein kinase substrate in neurons 3
Gene AliasSDPIII
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q9UKS6


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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
29763PACSIN3LZE4THumanEsophagusESCC1.12e-029.31e-020.0811
29763PACSIN3LZE7THumanEsophagusESCC6.51e-032.51e-010.0667
29763PACSIN3LZE8THumanEsophagusESCC6.63e-044.49e-020.067
29763PACSIN3LZE22THumanEsophagusESCC2.79e-021.81e-010.068
29763PACSIN3LZE24THumanEsophagusESCC6.28e-093.45e-010.0596
29763PACSIN3P1T-EHumanEsophagusESCC1.97e-044.41e-010.0875
29763PACSIN3P2T-EHumanEsophagusESCC1.41e-225.46e-010.1177
29763PACSIN3P4T-EHumanEsophagusESCC2.83e-235.00e-010.1323
29763PACSIN3P5T-EHumanEsophagusESCC4.39e-172.60e-010.1327
29763PACSIN3P8T-EHumanEsophagusESCC2.57e-223.84e-010.0889
29763PACSIN3P9T-EHumanEsophagusESCC4.09e-154.58e-010.1131
29763PACSIN3P10T-EHumanEsophagusESCC3.89e-131.04e-010.116
29763PACSIN3P11T-EHumanEsophagusESCC3.49e-146.27e-010.1426
29763PACSIN3P12T-EHumanEsophagusESCC7.62e-203.95e-010.1122
29763PACSIN3P15T-EHumanEsophagusESCC2.38e-174.13e-010.1149
29763PACSIN3P16T-EHumanEsophagusESCC7.82e-243.74e-010.1153
29763PACSIN3P17T-EHumanEsophagusESCC7.98e-155.69e-010.1278
29763PACSIN3P19T-EHumanEsophagusESCC1.00e-046.91e-010.1662
29763PACSIN3P20T-EHumanEsophagusESCC3.77e-194.52e-010.1124
29763PACSIN3P21T-EHumanEsophagusESCC2.02e-367.97e-010.1617
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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
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:0042176111EsophagusESCCregulation of protein catabolic process280/8552391/187238.65e-262.39e-23280
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:0045862111EsophagusESCCpositive regulation of proteolysis256/8552372/187237.88e-209.43e-18256
GO:0045732111EsophagusESCCpositive regulation of protein catabolic process167/8552231/187231.47e-161.14e-14167
GO:003010018EsophagusESCCregulation of endocytosis135/8552211/187235.75e-081.02e-06135
GO:00065095EsophagusESCCmembrane protein ectodomain proteolysis31/855243/187234.04e-042.30e-0331
GO:00336195EsophagusESCCmembrane protein proteolysis39/855257/187234.34e-042.44e-0339
GO:00510431EsophagusESCCregulation of membrane protein ectodomain proteolysis17/855224/187231.13e-023.81e-0217
GO:004217612LiverCirrhoticregulation of protein catabolic process181/4634391/187237.94e-212.77e-18181
GO:000989612LiverCirrhoticpositive regulation of catabolic process215/4634492/187231.13e-203.56e-18215
GO:003133112LiverCirrhoticpositive regulation of cellular catabolic process190/4634427/187231.94e-194.18e-17190
GO:004586212LiverCirrhoticpositive regulation of proteolysis163/4634372/187234.18e-165.14e-14163
GO:004573212LiverCirrhoticpositive regulation of protein catabolic process112/4634231/187233.89e-154.21e-13112
GO:00336192LiverCirrhoticmembrane protein proteolysis31/463457/187231.55e-063.02e-0531
GO:00065092LiverCirrhoticmembrane protein ectodomain proteolysis24/463443/187231.30e-051.82e-0424
GO:003010011LiverCirrhoticregulation of endocytosis74/4634211/187234.86e-043.90e-0374
GO:0051043LiverCirrhoticregulation of membrane protein ectodomain proteolysis13/463424/187231.89e-031.19e-0213
GO:00510514LiverCirrhoticnegative regulation of transport141/4634470/187235.06e-032.62e-02141
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
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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
PACSIN3SNVMissense_Mutationc.663N>Tp.Met221Ilep.M221IQ9UKS6protein_codingtolerated(0.15)possibly_damaging(0.677)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PACSIN3SNVMissense_Mutationc.634N>Ap.Glu212Lysp.E212KQ9UKS6protein_codingdeleterious(0)benign(0.341)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
PACSIN3SNVMissense_Mutationrs763827628c.71G>Ap.Arg24Hisp.R24HQ9UKS6protein_codingdeleterious(0.01)possibly_damaging(0.494)TCGA-D8-A1XY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytamoxiphenSD
PACSIN3SNVMissense_Mutationnovelc.839N>Gp.Asp280Glyp.D280GQ9UKS6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-GM-A5PV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
PACSIN3SNVMissense_Mutationc.901G>Ap.Glu301Lysp.E301KQ9UKS6protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PACSIN3SNVMissense_Mutationnovelc.1179G>Cp.Met393Ilep.M393IQ9UKS6protein_codingtolerated(0.62)benign(0.003)TCGA-VS-A9V1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PACSIN3SNVMissense_Mutationc.1229G>Ap.Arg410Hisp.R410HQ9UKS6protein_codingtolerated(0.06)benign(0.013)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PACSIN3SNVMissense_Mutationrs199499148c.139N>Ap.Ala47Thrp.A47TQ9UKS6protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
PACSIN3SNVMissense_Mutationc.1103T>Cp.Val368Alap.V368AQ9UKS6protein_codingdeleterious(0.01)probably_damaging(0.956)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
PACSIN3SNVMissense_Mutationc.1229N>Ap.Arg410Hisp.R410HQ9UKS6protein_codingtolerated(0.06)benign(0.013)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=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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