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: TENT4B

Gene summary for TENT4B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TENT4B

Gene ID

64282

Gene nameterminal nucleotidyltransferase 4B
Gene AliasPAPD5
Cytomap16q12.1
Gene Typeprotein-coding
GO ID

GO:0000288

UniProtAcc

Q8NDF8


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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
64282TENT4BHTA11_3410_2000001011HumanColorectumAD1.09e-06-3.48e-010.0155
64282TENT4BHTA11_99999970781_79442HumanColorectumMSS2.71e-26-5.12e-010.294
64282TENT4BHTA11_99999965104_69814HumanColorectumMSS1.14e-10-5.12e-010.281
64282TENT4BHTA11_99999971662_82457HumanColorectumMSS6.56e-26-5.12e-010.3859
64282TENT4BHTA11_99999973899_84307HumanColorectumMSS5.60e-08-5.12e-010.2585
64282TENT4BHTA11_99999974143_84620HumanColorectumMSS2.71e-26-5.12e-010.3005
64282TENT4BF007HumanColorectumFAP1.37e-02-2.79e-010.1176
64282TENT4BA001-C-207HumanColorectumFAP4.02e-02-2.27e-010.1278
64282TENT4BA015-C-203HumanColorectumFAP8.58e-14-2.62e-01-0.1294
64282TENT4BA015-C-204HumanColorectumFAP2.40e-02-5.07e-02-0.0228
64282TENT4BA002-C-201HumanColorectumFAP1.16e-08-1.77e-010.0324
64282TENT4BA001-C-119HumanColorectumFAP4.30e-06-3.26e-01-0.1557
64282TENT4BA001-C-108HumanColorectumFAP3.19e-08-2.65e-01-0.0272
64282TENT4BA002-C-205HumanColorectumFAP2.51e-13-1.90e-01-0.1236
64282TENT4BA001-C-104HumanColorectumFAP7.81e-03-2.05e-010.0184
64282TENT4BA015-C-005HumanColorectumFAP8.27e-04-1.94e-01-0.0336
64282TENT4BA015-C-006HumanColorectumFAP7.80e-14-4.44e-01-0.0994
64282TENT4BA015-C-106HumanColorectumFAP3.19e-09-2.94e-01-0.0511
64282TENT4BA002-C-114HumanColorectumFAP6.24e-14-3.82e-01-0.1561
64282TENT4BA015-C-104HumanColorectumFAP2.20e-16-3.01e-01-0.1899
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:00009563ColorectumCRCnuclear-transcribed mRNA catabolic process29/2078112/187239.39e-063.25e-0429
GO:19033133ColorectumCRCpositive regulation of mRNA metabolic process30/2078118/187239.83e-063.31e-0430
GO:00064175ColorectumCRCregulation of translation82/2078468/187231.79e-055.40e-0482
GO:00346555ColorectumCRCnucleobase-containing compound catabolic process73/2078407/187232.28e-056.57e-0473
GO:20002785ColorectumCRCregulation of DNA biosynthetic process27/2078106/187232.59e-057.16e-0427
GO:00002893ColorectumCRCnuclear-transcribed mRNA poly(A) tail shortening12/207829/187232.86e-057.61e-0412
GO:00611573ColorectumCRCmRNA destabilization23/207884/187232.93e-057.73e-0423
GO:00442705ColorectumCRCcellular nitrogen compound catabolic process78/2078451/187234.48e-051.07e-0378
GO:19001513ColorectumCRCregulation of nuclear-transcribed mRNA catabolic process, deadenylation-dependent decay9/207818/187234.78e-051.12e-039
GO:00467005ColorectumCRCheterocycle catabolic process77/2078445/187234.92e-051.14e-0377
GO:00106394ColorectumCRCnegative regulation of organelle organization63/2078348/187236.09e-051.35e-0363
GO:00507793ColorectumCRCRNA destabilization23/207888/187236.51e-051.42e-0323
GO:00105862ColorectumCRCmiRNA metabolic process11/207827/187237.34e-051.54e-0311
GO:00335004ColorectumCRCcarbohydrate homeostasis49/2078259/187231.29e-042.46e-0349
GO:19033125ColorectumCRCnegative regulation of mRNA metabolic process23/207892/187231.36e-042.56e-0323
GO:19023694ColorectumCRCnegative regulation of RNA catabolic process20/207875/187231.42e-042.62e-0320
GO:00194395ColorectumCRCaromatic compound catabolic process77/2078467/187232.42e-044.00e-0377
GO:00226135ColorectumCRCribonucleoprotein complex biogenesis76/2078463/187233.04e-044.78e-0376
GO:00330443ColorectumCRCregulation of chromosome organization37/2078187/187233.34e-045.10e-0337
GO:19013615ColorectumCRCorganic cyclic compound catabolic process80/2078495/187233.52e-045.34e-0380
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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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