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: ZNF385A

Gene summary for ZNF385A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF385A

Gene ID

25946

Gene namezinc finger protein 385A
Gene AliasHZF
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q96PM9


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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
25946ZNF385ALZE2THumanEsophagusESCC1.16e-044.44e-010.082
25946ZNF385ALZE4THumanEsophagusESCC4.49e-145.07e-010.0811
25946ZNF385ALZE7THumanEsophagusESCC1.19e-043.13e-010.0667
25946ZNF385ALZE8THumanEsophagusESCC1.07e-103.91e-010.067
25946ZNF385ALZE20THumanEsophagusESCC7.78e-072.81e-010.0662
25946ZNF385ALZE21D1HumanEsophagusHGIN5.91e-032.60e-010.0632
25946ZNF385ALZE22D1HumanEsophagusHGIN1.52e-023.06e-010.0595
25946ZNF385ALZE22THumanEsophagusESCC1.42e-068.04e-010.068
25946ZNF385ALZE24THumanEsophagusESCC2.14e-311.09e+000.0596
25946ZNF385ALZE21THumanEsophagusESCC1.25e-096.55e-010.0655
25946ZNF385AP1T-EHumanEsophagusESCC1.37e-108.04e-010.0875
25946ZNF385AP2T-EHumanEsophagusESCC1.74e-511.10e+000.1177
25946ZNF385AP4T-EHumanEsophagusESCC3.38e-236.21e-010.1323
25946ZNF385AP5T-EHumanEsophagusESCC1.35e-307.67e-010.1327
25946ZNF385AP8T-EHumanEsophagusESCC2.32e-246.47e-010.0889
25946ZNF385AP9T-EHumanEsophagusESCC8.91e-297.21e-010.1131
25946ZNF385AP10T-EHumanEsophagusESCC3.68e-428.30e-010.116
25946ZNF385AP11T-EHumanEsophagusESCC1.52e-269.03e-010.1426
25946ZNF385AP12T-EHumanEsophagusESCC1.84e-721.64e+000.1122
25946ZNF385AP15T-EHumanEsophagusESCC1.24e-631.42e+000.1149
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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
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:000218127EsophagusHGINcytoplasmic translation108/2587148/187231.70e-601.02e-56108
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:009719327EsophagusHGINintrinsic apoptotic signaling pathway90/2587288/187231.50e-142.80e-1290
GO:200124227EsophagusHGINregulation of intrinsic apoptotic signaling pathway58/2587164/187232.57e-123.58e-1058
GO:000640320EsophagusHGINRNA localization66/2587201/187234.06e-125.41e-1066
GO:200123327EsophagusHGINregulation of apoptotic signaling pathway97/2587356/187231.36e-111.57e-0997
GO:007233127EsophagusHGINsignal transduction by p53 class mediator49/2587163/187235.71e-083.06e-0649
GO:200123427EsophagusHGINnegative regulation of apoptotic signaling pathway59/2587224/187234.68e-072.07e-0559
GO:200124325EsophagusHGINnegative regulation of intrinsic apoptotic signaling pathway33/258798/187234.73e-072.07e-0533
GO:007233220EsophagusHGINintrinsic apoptotic signaling pathway by p53 class mediator26/258776/187235.43e-061.73e-0426
GO:190179827EsophagusHGINpositive regulation of signal transduction by p53 class mediator13/258725/187236.62e-062.07e-0413
GO:003009927EsophagusHGINmyeloid cell differentiation83/2587381/187231.26e-053.52e-0483
GO:003033020EsophagusHGINDNA damage response, signal transduction by p53 class mediator24/258772/187232.03e-055.43e-0424
GO:200102019EsophagusHGINregulation of response to DNA damage stimulus52/2587219/187235.00e-051.19e-0352
GO:000863020EsophagusHGINintrinsic apoptotic signaling pathway in response to DNA damage28/258799/187231.24e-042.54e-0328
GO:190179627EsophagusHGINregulation of signal transduction by p53 class mediator26/258793/187232.60e-044.55e-0326
GO:004277120EsophagusHGINintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator15/258743/187234.06e-046.15e-0315
GO:00427708EsophagusHGINsignal transduction in response to DNA damage39/2587172/187231.07e-031.32e-0239
GO:190225320EsophagusHGINregulation of intrinsic apoptotic signaling pathway by p53 class mediator11/258729/187231.08e-031.32e-0211
GO:00435168EsophagusHGINregulation of DNA damage response, signal transduction by p53 class mediator11/258734/187234.61e-033.96e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411510EsophagusHGINp53 signaling pathway21/138374/84656.25e-034.25e-023.37e-0221
hsa0411515EsophagusHGINp53 signaling pathway21/138374/84656.25e-034.25e-023.37e-0221
hsa0411524EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0411534EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa041159Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0411514Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0411523Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
hsa0411533Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
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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
ZNF385ASNVMissense_Mutationnovelc.877N>Ap.Pro293Thrp.P293TQ96PM9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ZNF385ASNVMissense_Mutationnovelc.161A>Gp.Gln54Argp.Q54RQ96PM9protein_codingdeleterious(0)possibly_damaging(0.802)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF385ASNVMissense_Mutationc.692N>Tp.Ala231Valp.A231VQ96PM9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A1QT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF385ASNVMissense_Mutationnovelc.299N>Cp.Arg100Prop.R100PQ96PM9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ZNF385ASNVMissense_Mutationnovelc.89N>Cp.Ile30Thrp.I30TQ96PM9protein_codingdeleterious(0)benign(0.264)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF385ASNVMissense_Mutationc.220A>Gp.Ile74Valp.I74VQ96PM9protein_codingtolerated(0.08)probably_damaging(0.99)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF385ASNVMissense_Mutationc.238N>Ap.Gln80Lysp.Q80KQ96PM9protein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF385ASNVMissense_Mutationc.465N>Tp.Glu155Aspp.E155DQ96PM9protein_codingtolerated(0.42)benign(0.006)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF385ASNVMissense_Mutationnovelc.907N>Ap.Ser303Thrp.S303TQ96PM9protein_codingtolerated(0.8)benign(0.034)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZNF385ASNVMissense_Mutationc.736C>Tp.Pro246Serp.P246SQ96PM9protein_codingtolerated(1)benign(0.281)TCGA-AA-A01P-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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