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: TNRC6B

Gene summary for TNRC6B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNRC6B

Gene ID

23112

Gene nametrinucleotide repeat containing adaptor 6B
Gene AliasGDSBA
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0000288

UniProtAcc

A0A024R1N5


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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
23112TNRC6BCA_HPV_1HumanCervixCC3.26e-03-5.85e-030.0264
23112TNRC6BCA_HPV_3HumanCervixCC2.78e-046.75e-020.0414
23112TNRC6BCCI_2HumanCervixCC8.12e-121.04e+000.5249
23112TNRC6BCCI_3HumanCervixCC4.62e-121.05e+000.516
23112TNRC6BCCII_1HumanCervixCC1.52e-02-3.79e-010.3249
23112TNRC6BTumorHumanCervixCC1.80e-02-2.77e-010.1241
23112TNRC6BT3HumanCervixCC5.99e-06-2.68e-010.1389
23112TNRC6BHTA11_3410_2000001011HumanColorectumAD1.34e-19-4.89e-010.0155
23112TNRC6BHTA11_347_2000001011HumanColorectumAD2.54e-126.08e-01-0.1954
23112TNRC6BHTA11_8622_2000001021HumanColorectumSER4.89e-04-3.80e-010.0528
23112TNRC6BHTA11_6818_2000001021HumanColorectumAD1.23e-04-4.45e-010.0588
23112TNRC6BHTA11_99999970781_79442HumanColorectumMSS1.22e-05-3.19e-010.294
23112TNRC6BHTA11_99999965062_69753HumanColorectumMSI-H1.11e-026.74e-010.3487
23112TNRC6BHTA11_99999974143_84620HumanColorectumMSS1.07e-18-5.32e-010.3005
23112TNRC6BF007HumanColorectumFAP2.69e-02-1.48e-010.1176
23112TNRC6BA001-C-207HumanColorectumFAP1.09e-02-1.64e-010.1278
23112TNRC6BA015-C-203HumanColorectumFAP8.03e-42-5.32e-01-0.1294
23112TNRC6BA015-C-204HumanColorectumFAP1.28e-05-3.10e-01-0.0228
23112TNRC6BA014-C-040HumanColorectumFAP1.81e-05-5.12e-01-0.1184
23112TNRC6BA002-C-201HumanColorectumFAP6.04e-13-3.17e-010.0324
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00002888ProstateBPHnuclear-transcribed mRNA catabolic process, deadenylation-dependent decay19/310756/187231.19e-037.31e-0319
GO:20006375ProstateBPHpositive regulation of gene silencing by miRNA12/310730/187231.94e-031.10e-0212
GO:00601485ProstateBPHpositive regulation of posttranscriptional gene silencing12/310731/187232.69e-031.43e-0212
GO:00609684ProstateBPHregulation of gene silencing23/310781/187235.35e-032.49e-0223
GO:000641719ProstateTumorregulation of translation161/3246468/187231.55e-198.74e-17161
GO:190331117ProstateTumorregulation of mRNA metabolic process111/3246288/187236.66e-182.30e-15111
GO:000989619ProstateTumorpositive regulation of catabolic process155/3246492/187235.62e-158.52e-13155
GO:000640217ProstateTumormRNA catabolic process87/3246232/187231.56e-131.73e-1187
GO:003133119ProstateTumorpositive regulation of cellular catabolic process134/3246427/187235.54e-135.84e-11134
GO:000640117ProstateTumorRNA catabolic process94/3246278/187231.77e-111.25e-0994
GO:000095615ProstateTumornuclear-transcribed mRNA catabolic process46/3246112/187232.80e-091.17e-0746
GO:006101315ProstateTumorregulation of mRNA catabolic process57/3246166/187238.79e-082.39e-0657
GO:003465516ProstateTumornucleobase-containing compound catabolic process112/3246407/187231.61e-074.02e-06112
GO:004348815ProstateTumorregulation of mRNA stability54/3246158/187232.26e-075.42e-0654
GO:003424912ProstateTumornegative regulation of cellular amide metabolic process80/3246273/187236.33e-071.32e-0580
GO:004670014ProstateTumorheterocycle catabolic process117/3246445/187231.11e-062.10e-05117
GO:004427015ProstateTumorcellular nitrogen compound catabolic process118/3246451/187231.30e-062.39e-05118
GO:004348715ProstateTumorregulation of RNA stability54/3246170/187233.00e-064.95e-0554
GO:190331314ProstateTumorpositive regulation of mRNA metabolic process41/3246118/187233.86e-066.18e-0541
GO:001714812ProstateTumornegative regulation of translation71/3246245/187234.08e-066.51e-0571
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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
TNRC6BSNVMissense_Mutationc.4778G>Tp.Arg1593Metp.R1593MQ9UPQ9protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
TNRC6BSNVMissense_Mutationc.872N>Tp.Asp291Valp.D291VQ9UPQ9protein_codingdeleterious(0.01)possibly_damaging(0.522)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TNRC6BSNVMissense_Mutationc.1277N>Tp.Gly426Valp.G426VQ9UPQ9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0YC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
TNRC6BSNVMissense_Mutationc.4130N>Tp.Ser1377Phep.S1377FQ9UPQ9protein_codingtolerated(0.48)probably_damaging(0.988)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
TNRC6BSNVMissense_Mutationnovelc.4237N>Ap.Glu1413Lysp.E1413KQ9UPQ9protein_codingdeleterious(0)benign(0.036)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TNRC6BSNVMissense_Mutationrs772135186c.1769N>Ap.Arg590Hisp.R590HQ9UPQ9protein_codingdeleterious(0.05)probably_damaging(0.984)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TNRC6BSNVMissense_Mutationrs267606255c.79N>Ap.Glu27Lysp.E27KQ9UPQ9protein_codingtolerated(0.14)benign(0.015)TCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TNRC6BSNVMissense_Mutationrs267606255c.79N>Ap.Glu27Lysp.E27KQ9UPQ9protein_codingtolerated(0.14)benign(0.015)TCGA-B6-A1KI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TNRC6BSNVMissense_Mutationc.769N>Ap.Gly257Argp.G257RQ9UPQ9protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TNRC6BSNVMissense_Mutationrs778520882c.5N>Ap.Arg2Lysp.R2KQ9UPQ9protein_codingtolerated_low_confidence(0.08)benign(0.267)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
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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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