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: ZDHHC17

Gene summary for ZDHHC17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZDHHC17

Gene ID

23390

Gene namezinc finger DHHC-type palmitoyltransferase 17
Gene AliasDHHC-17
Cytomap12q21.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q8IUH5


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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
23390ZDHHC17LZE2DHumanEsophagusHGIN2.27e-022.83e-010.0642
23390ZDHHC17LZE24THumanEsophagusESCC2.13e-061.59e-010.0596
23390ZDHHC17P1T-EHumanEsophagusESCC9.60e-042.38e-010.0875
23390ZDHHC17P2T-EHumanEsophagusESCC1.50e-285.74e-010.1177
23390ZDHHC17P4T-EHumanEsophagusESCC6.12e-132.34e-010.1323
23390ZDHHC17P5T-EHumanEsophagusESCC1.89e-051.20e-010.1327
23390ZDHHC17P8T-EHumanEsophagusESCC2.36e-122.52e-010.0889
23390ZDHHC17P9T-EHumanEsophagusESCC3.36e-076.88e-020.1131
23390ZDHHC17P10T-EHumanEsophagusESCC5.70e-152.47e-010.116
23390ZDHHC17P11T-EHumanEsophagusESCC1.35e-082.83e-010.1426
23390ZDHHC17P12T-EHumanEsophagusESCC3.47e-051.42e-010.1122
23390ZDHHC17P15T-EHumanEsophagusESCC2.09e-112.08e-010.1149
23390ZDHHC17P16T-EHumanEsophagusESCC3.93e-222.65e-010.1153
23390ZDHHC17P17T-EHumanEsophagusESCC5.78e-051.35e-010.1278
23390ZDHHC17P20T-EHumanEsophagusESCC3.17e-182.52e-010.1124
23390ZDHHC17P21T-EHumanEsophagusESCC5.66e-141.91e-010.1617
23390ZDHHC17P22T-EHumanEsophagusESCC5.17e-091.34e-010.1236
23390ZDHHC17P23T-EHumanEsophagusESCC8.03e-091.75e-010.108
23390ZDHHC17P24T-EHumanEsophagusESCC3.43e-059.03e-020.1287
23390ZDHHC17P26T-EHumanEsophagusESCC1.01e-132.31e-010.1276
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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
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:004312220EsophagusHGINregulation of I-kappaB kinase/NF-kappaB signaling63/2587249/187238.91e-073.61e-0563
GO:000724918EsophagusHGINI-kappaB kinase/NF-kappaB signaling67/2587281/187233.84e-061.29e-0467
GO:004312317EsophagusHGINpositive regulation of I-kappaB kinase/NF-kappaB signaling49/2587186/187234.22e-061.40e-0449
GO:00435435EsophagusHGINprotein acylation51/2587243/187231.33e-031.57e-0251
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:004312318EsophagusESCCpositive regulation of I-kappaB kinase/NF-kappaB signaling132/8552186/187232.07e-128.58e-11132
GO:0043122110EsophagusESCCregulation of I-kappaB kinase/NF-kappaB signaling167/8552249/187236.11e-122.32e-10167
GO:000724919EsophagusESCCI-kappaB kinase/NF-kappaB signaling183/8552281/187233.02e-111.01e-09183
GO:00421573EsophagusESCClipoprotein metabolic process86/8552135/187231.78e-051.57e-0486
GO:00064973EsophagusESCCprotein lipidation62/855292/187232.08e-051.80e-0462
GO:00421583EsophagusESCClipoprotein biosynthetic process64/855296/187232.61e-052.20e-0464
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:0048011EsophagusESCCneurotrophin TRK receptor signaling pathway17/855224/187231.13e-023.81e-0217
GO:00435437ThyroidPTCprotein acylation134/5968243/187234.22e-142.58e-12134
GO:004312226ThyroidPTCregulation of I-kappaB kinase/NF-kappaB signaling118/5968249/187232.04e-073.63e-06118
GO:000724926ThyroidPTCI-kappaB kinase/NF-kappaB signaling130/5968281/187232.78e-074.80e-06130
GO:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:004312320ThyroidPTCpositive regulation of I-kappaB kinase/NF-kappaB signaling91/5968186/187238.76e-071.33e-0591
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
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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
ZDHHC17SNVMissense_Mutationc.1304N>Ap.Leu435Hisp.L435HQ8IUH5protein_codingtolerated(0.54)probably_damaging(0.935)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
ZDHHC17SNVMissense_Mutationc.1590G>Tp.Trp530Cysp.W530CQ8IUH5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0T1-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyherceptinSD
ZDHHC17SNVMissense_Mutationc.1758N>Gp.Phe586Leup.F586LQ8IUH5protein_codingdeleterious(0)possibly_damaging(0.783)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ZDHHC17SNVMissense_Mutationc.1786G>Cp.Asp596Hisp.D596HQ8IUH5protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AO-A0JC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
ZDHHC17SNVMissense_Mutationc.1390G>Cp.Asp464Hisp.D464HQ8IUH5protein_codingdeleterious(0)probably_damaging(0.972)TCGA-E2-A1B1-01Breastbreast invasive carcinomaFemale<65I/IIOther, specify in notesbiphosphonatezoledronicSD
ZDHHC17SNVMissense_Mutationc.145N>Gp.Arg49Glyp.R49GQ8IUH5protein_codingtolerated(0.05)benign(0.023)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZDHHC17SNVMissense_Mutationc.1156T>Gp.Phe386Valp.F386VQ8IUH5protein_codingtolerated(0.5)benign(0.003)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZDHHC17SNVMissense_Mutationnovelc.1748N>Gp.Glu583Glyp.E583GQ8IUH5protein_codingtolerated(0.08)benign(0.25)TCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZDHHC17SNVMissense_Mutationc.248T>Cp.Val83Alap.V83AQ8IUH5protein_codingdeleterious(0)probably_damaging(0.932)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ZDHHC17SNVMissense_Mutationc.1340N>Tp.Pro447Leup.P447LQ8IUH5protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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