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: ZDHHC8

Gene summary for ZDHHC8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZDHHC8

Gene ID

29801

Gene namezinc finger DHHC-type palmitoyltransferase 8
Gene AliasDHHC8
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9ULC8


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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
29801ZDHHC8LZE21THumanEsophagusESCC1.83e-031.36e-010.0655
29801ZDHHC8P1T-EHumanEsophagusESCC5.25e-039.42e-020.0875
29801ZDHHC8P2T-EHumanEsophagusESCC7.79e-03-1.13e-020.1177
29801ZDHHC8P5T-EHumanEsophagusESCC7.59e-086.24e-020.1327
29801ZDHHC8P8T-EHumanEsophagusESCC7.05e-074.42e-020.0889
29801ZDHHC8P9T-EHumanEsophagusESCC3.68e-02-5.12e-030.1131
29801ZDHHC8P10T-EHumanEsophagusESCC3.11e-185.18e-010.116
29801ZDHHC8P12T-EHumanEsophagusESCC8.86e-063.94e-020.1122
29801ZDHHC8P15T-EHumanEsophagusESCC2.67e-126.95e-020.1149
29801ZDHHC8P16T-EHumanEsophagusESCC3.00e-032.79e-020.1153
29801ZDHHC8P20T-EHumanEsophagusESCC1.15e-085.00e-020.1124
29801ZDHHC8P21T-EHumanEsophagusESCC6.55e-215.08e-010.1617
29801ZDHHC8P22T-EHumanEsophagusESCC1.34e-091.03e-010.1236
29801ZDHHC8P23T-EHumanEsophagusESCC6.30e-085.53e-020.108
29801ZDHHC8P24T-EHumanEsophagusESCC1.71e-065.86e-020.1287
29801ZDHHC8P26T-EHumanEsophagusESCC1.01e-053.90e-020.1276
29801ZDHHC8P27T-EHumanEsophagusESCC1.37e-052.50e-020.1055
29801ZDHHC8P28T-EHumanEsophagusESCC5.98e-072.92e-020.1149
29801ZDHHC8P30T-EHumanEsophagusESCC1.16e-051.97e-010.137
29801ZDHHC8P31T-EHumanEsophagusESCC3.72e-151.27e-010.1251
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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
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
∗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:190547716Oral cavityOSCCpositive regulation of protein localization to membrane65/7305106/187232.69e-063.32e-0565
GO:00421572Oral cavityOSCClipoprotein metabolic process77/7305135/187231.61e-051.60e-0477
GO:00064972Oral cavityOSCCprotein lipidation56/730592/187231.77e-051.72e-0456
GO:00421582Oral cavityOSCClipoprotein biosynthetic process57/730596/187234.17e-053.61e-0457
GO:190437716Oral cavityOSCCpositive regulation of protein localization to cell periphery43/730569/187237.43e-055.81e-0443
GO:190307815Oral cavityOSCCpositive regulation of protein localization to plasma membrane39/730562/187231.19e-048.54e-0439
GO:1903829110Oral cavityLPpositive regulation of cellular protein localization127/4623276/187237.52e-159.81e-13127
GO:007265919Oral cavityLPprotein localization to plasma membrane119/4623284/187231.11e-106.44e-09119
GO:199077817Oral cavityLPprotein localization to cell periphery133/4623333/187234.42e-102.21e-08133
GO:190547517Oral cavityLPregulation of protein localization to membrane74/4623175/187232.26e-076.81e-0674
GO:190307618Oral cavityLPregulation of protein localization to plasma membrane48/4623104/187231.51e-063.62e-0548
GO:004354312Oral cavityLPprotein acylation93/4623243/187231.65e-063.86e-0593
GO:190437517Oral cavityLPregulation of protein localization to cell periphery55/4623125/187231.77e-064.11e-0555
GO:004215711Oral cavityLPlipoprotein metabolic process57/4623135/187235.59e-061.11e-0457
GO:000649711Oral cavityLPprotein lipidation40/462392/187236.04e-058.20e-0440
GO:004215811Oral cavityLPlipoprotein biosynthetic process41/462396/187238.04e-051.04e-0341
GO:190547717Oral cavityLPpositive regulation of protein localization to membrane43/4623106/187232.23e-042.41e-0343
GO:190437717Oral cavityLPpositive regulation of protein localization to cell periphery29/462369/187231.15e-039.40e-0329
GO:190307816Oral cavityLPpositive regulation of protein localization to plasma membrane26/462362/187232.11e-031.54e-0226
GO:0018198Oral cavityLPpeptidyl-cysteine modification20/462349/187239.35e-034.98e-0220
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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
ZDHHC8SNVMissense_Mutationc.997N>Gp.Pro333Alap.P333AQ9ULC8protein_codingtolerated(0.54)benign(0.026)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ZDHHC8deletionFrame_Shift_Delnovelc.642delGp.Arg215AlafsTer7p.R215Afs*7Q9ULC8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ZDHHC8SNVMissense_Mutationrs771938147c.1001N>Ap.Arg334Hisp.R334HQ9ULC8protein_codingtolerated(0.14)possibly_damaging(0.862)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZDHHC8SNVMissense_Mutationnovelc.752G>Ap.Arg251Glnp.R251QQ9ULC8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZDHHC8SNVMissense_Mutationc.526N>Ap.Glu176Lysp.E176KQ9ULC8protein_codingtolerated(0.07)benign(0.219)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZDHHC8SNVMissense_Mutationc.1035N>Cp.Gln345Hisp.Q345HQ9ULC8protein_codingtolerated(0.07)possibly_damaging(0.796)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ZDHHC8SNVMissense_Mutationrs199762958c.2105N>Tp.Pro702Leup.P702LQ9ULC8protein_codingdeleterious_low_confidence(0.02)benign(0.026)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZDHHC8SNVMissense_Mutationnovelc.1552C>Tp.Pro518Serp.P518SQ9ULC8protein_codingtolerated(0.26)benign(0.013)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZDHHC8SNVMissense_Mutationrs372406851c.1354C>Tp.Arg452Cysp.R452CQ9ULC8protein_codingdeleterious(0.05)possibly_damaging(0.84)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
ZDHHC8SNVMissense_Mutationrs140830467c.1460N>Tp.Ser487Leup.S487LQ9ULC8protein_codingdeleterious(0.02)probably_damaging(0.983)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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