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: TENT5A

Gene summary for TENT5A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TENT5A

Gene ID

55603

Gene nameterminal nucleotidyltransferase 5A
Gene AliasC6orf37
Cytomap6q14.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96IP4


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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
55603TENT5ALZE7THumanEsophagusESCC6.33e-031.95e-010.0667
55603TENT5ALZE8THumanEsophagusESCC2.53e-155.59e-010.067
55603TENT5ALZE20THumanEsophagusESCC1.28e-301.15e+000.0662
55603TENT5ALZE22THumanEsophagusESCC1.54e-044.90e-010.068
55603TENT5ALZE24THumanEsophagusESCC5.01e-247.46e-010.0596
55603TENT5ALZE22D3HumanEsophagusHGIN1.28e-056.52e-010.0653
55603TENT5ALZE6THumanEsophagusESCC9.07e-084.91e-010.0845
55603TENT5ANAFLD1HumanLiverNAFLD6.54e-097.77e-01-0.04
55603TENT5AHCC1_MengHumanLiverHCC4.33e-03-1.30e-010.0246
55603TENT5Acirrhotic1HumanLiverCirrhotic9.14e-03-1.30e-010.0202
55603TENT5Acirrhotic2HumanLiverCirrhotic4.33e-03-1.30e-010.0201
55603TENT5APt13.aHumanLiverHCC4.33e-03-1.30e-010.021
55603TENT5APt14.dHumanLiverHCC4.33e-03-1.30e-010.0143
55603TENT5AS014HumanLiverHCC2.08e-095.82e-010.2254
55603TENT5AS015HumanLiverHCC7.06e-074.59e-010.2375
55603TENT5AS016HumanLiverHCC1.23e-032.55e-010.2243
55603TENT5AS027HumanLiverHCC3.43e-099.46e-010.2446
55603TENT5AS028HumanLiverHCC1.76e-188.94e-010.2503
55603TENT5AS029HumanLiverHCC5.76e-171.11e+000.2581
55603TENT5ATD9HumanLungIAC8.30e-171.42e+000.088
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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:00098957LiverNAFLDnegative regulation of catabolic process65/1882320/187232.50e-082.71e-0665
GO:00434886LiverNAFLDregulation of mRNA stability39/1882158/187238.49e-087.09e-0639
GO:00313307LiverNAFLDnegative regulation of cellular catabolic process55/1882262/187239.35e-087.59e-0655
GO:00434876LiverNAFLDregulation of RNA stability40/1882170/187232.32e-071.58e-0540
GO:19033127LiverNAFLDnegative regulation of mRNA metabolic process21/188292/187232.56e-044.17e-0321
GO:19023695LiverNAFLDnegative regulation of RNA catabolic process18/188275/187233.60e-045.42e-0318
GO:19023735LiverNAFLDnegative regulation of mRNA catabolic process15/188263/187231.18e-031.36e-0215
GO:00434895LiverNAFLDRNA stabilization15/188265/187231.66e-031.74e-0215
GO:00482556LiverNAFLDmRNA stabilization13/188256/187233.12e-032.79e-0213
GO:190136111LiverCirrhoticorganic cyclic compound catabolic process213/4634495/187231.58e-193.67e-17213
GO:001943911LiverCirrhoticaromatic compound catabolic process202/4634467/187236.93e-191.28e-16202
GO:190331111LiverCirrhoticregulation of mRNA metabolic process140/4634288/187231.07e-181.91e-16140
GO:004427011LiverCirrhoticcellular nitrogen compound catabolic process195/4634451/187232.99e-184.94e-16195
GO:004670011LiverCirrhoticheterocycle catabolic process192/4634445/187237.17e-181.12e-15192
GO:003465511LiverCirrhoticnucleobase-containing compound catabolic process171/4634407/187239.07e-159.33e-13171
GO:000640111LiverCirrhoticRNA catabolic process126/4634278/187234.64e-144.10e-12126
GO:000640211LiverCirrhoticmRNA catabolic process109/4634232/187231.30e-131.09e-11109
GO:000989512LiverCirrhoticnegative regulation of catabolic process121/4634320/187231.21e-073.39e-06121
GO:004348811LiverCirrhoticregulation of mRNA stability69/4634158/187231.44e-073.87e-0669
GO:004348711LiverCirrhoticregulation of RNA stability73/4634170/187231.44e-073.87e-0673
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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
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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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