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: TXNDC11

Gene summary for TXNDC11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TXNDC11

Gene ID

51061

Gene namethioredoxin domain containing 11
Gene AliasEFP1
Cytomap16p13.13
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6PKC3


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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
51061TXNDC11LZE4THumanEsophagusESCC3.53e-038.08e-020.0811
51061TXNDC11LZE7THumanEsophagusESCC4.67e-031.85e-010.0667
51061TXNDC11LZE22THumanEsophagusESCC3.28e-023.08e-010.068
51061TXNDC11LZE24THumanEsophagusESCC5.20e-123.51e-010.0596
51061TXNDC11LZE21THumanEsophagusESCC7.30e-072.84e-010.0655
51061TXNDC11P1T-EHumanEsophagusESCC2.17e-116.94e-010.0875
51061TXNDC11P2T-EHumanEsophagusESCC7.83e-325.69e-010.1177
51061TXNDC11P4T-EHumanEsophagusESCC1.74e-123.56e-010.1323
51061TXNDC11P5T-EHumanEsophagusESCC1.13e-142.41e-010.1327
51061TXNDC11P8T-EHumanEsophagusESCC3.31e-193.79e-010.0889
51061TXNDC11P9T-EHumanEsophagusESCC6.54e-122.51e-010.1131
51061TXNDC11P10T-EHumanEsophagusESCC8.18e-161.52e-010.116
51061TXNDC11P11T-EHumanEsophagusESCC1.98e-116.35e-010.1426
51061TXNDC11P12T-EHumanEsophagusESCC4.92e-375.64e-010.1122
51061TXNDC11P15T-EHumanEsophagusESCC8.34e-193.00e-010.1149
51061TXNDC11P16T-EHumanEsophagusESCC2.27e-233.48e-010.1153
51061TXNDC11P17T-EHumanEsophagusESCC2.84e-041.88e-010.1278
51061TXNDC11P20T-EHumanEsophagusESCC1.58e-381.03e+000.1124
51061TXNDC11P21T-EHumanEsophagusESCC1.65e-182.83e-010.1617
51061TXNDC11P22T-EHumanEsophagusESCC6.80e-142.51e-010.1236
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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
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
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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
TXNDC11SNVMissense_Mutationc.1148C>Ap.Pro383Hisp.P383HQ6PKC3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A8-A06Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
TXNDC11SNVMissense_Mutationrs772605203c.2558N>Tp.Ser853Phep.S853FQ6PKC3protein_codingtolerated(0.1)benign(0.097)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TXNDC11SNVMissense_Mutationnovelc.1999T>Gp.Phe667Valp.F667VQ6PKC3protein_codingdeleterious(0)benign(0.178)TCGA-AC-A62X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TXNDC11SNVMissense_Mutationc.1357N>Gp.Thr453Alap.T453AQ6PKC3protein_codingdeleterious(0.01)benign(0.146)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TXNDC11SNVMissense_Mutationrs747981331c.2597N>Ap.Arg866Glnp.R866QQ6PKC3protein_codingtolerated(0.43)benign(0)TCGA-AR-A0TQ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TXNDC11SNVMissense_Mutationc.1162N>Ap.Ala388Thrp.A388TQ6PKC3protein_codingtolerated(0.15)benign(0.021)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TXNDC11SNVMissense_Mutationnovelc.1145N>Gp.Ile382Argp.I382RQ6PKC3protein_codingdeleterious(0.01)benign(0.352)TCGA-D8-A3Z6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
TXNDC11insertionFrame_Shift_Insnovelc.1574_1575insGTTCCTCACATTGAGGAGAACAGGTATCTCTTTCCAGAAGTGGp.Tyr526PhefsTer16p.Y526Ffs*16Q6PKC3protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TXNDC11insertionNonsense_Mutationnovelc.2494_2495insAGTTCTGAAACGTGAGGGGATGGATCACACGCCCCAGCCTTTTCTp.Arg832delinsLysPheTerAsnValArgGlyTrpIleThrArgProSerLeuPheTerp.R832delinsKF*NVRGWITRPSLF*Q6PKC3protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
TXNDC11SNVMissense_Mutationnovelc.2771T>Cp.Leu924Prop.L924PQ6PKC3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
51061TXNDC11DRUGGABLE GENOME, THIOREDOXINhydrochlorothiazideHYDROCHLOROTHIAZIDE
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