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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CARD11

Gene summary for CARD11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CARD11

Gene ID

84433

Gene namecaspase recruitment domain family member 11
Gene AliasBENTA
Cytomap7p22.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

A0A024R854


Top

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
84433CARD11RNA-P3T-P3T-1HumanLungIAC1.70e-106.60e-010.1829
84433CARD11RNA-P3T-P3T-2HumanLungIAC3.17e-075.62e-010.1835
84433CARD11RNA-P3T-P3T-4HumanLungIAC8.54e-116.63e-010.1859
84433CARD11RNA-P7T1-P7T1-1HumanLungAIS3.94e-066.29e-01-0.0961
84433CARD11RNA-P7T1-P7T1-2HumanLungAIS1.46e-055.24e-01-0.0876
84433CARD11RNA-P7T1-P7T1-3HumanLungAIS2.91e-024.07e-01-0.0822
84433CARD11RNA-P7T1-P7T1-4HumanLungAIS2.35e-065.63e-01-0.0809
84433CARD11HTA12-23-1HumanPancreasPDAC2.25e-045.38e-010.3405
84433CARD11HTA12-25-1HumanPancreasPDAC3.64e-054.91e-010.313
84433CARD11HTA12-26-1HumanPancreasPDAC9.18e-125.99e-010.3728
84433CARD11HTA12-29-1HumanPancreasPDAC1.17e-225.54e-010.3722
84433CARD11HTA12-30-1HumanPancreasPDAC2.27e-049.41e-010.3671
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00457858LungIACpositive regulation of cell adhesion87/2061437/187232.59e-083.13e-0687
GO:00072495LungIACI-kappaB kinase/NF-kappaB signaling56/2061281/187237.39e-062.62e-0456
GO:00431226LungIACregulation of I-kappaB kinase/NF-kappaB signaling51/2061249/187238.41e-062.87e-0451
GO:00488728LungIAChomeostasis of number of cells54/2061272/187231.20e-053.64e-0454
GO:00510903LungIACregulation of DNA-binding transcription factor activity76/2061440/187234.44e-051.05e-0376
GO:00510914LungIACpositive regulation of DNA-binding transcription factor activity50/2061260/187235.87e-051.29e-0350
GO:00224078LungIACregulation of cell-cell adhesion76/2061448/187238.16e-051.68e-0376
GO:00431235LungIACpositive regulation of I-kappaB kinase/NF-kappaB signaling38/2061186/187231.19e-042.25e-0338
GO:0051092LungIACpositive regulation of NF-kappaB transcription factor activity32/2061152/187232.25e-043.90e-0332
GO:00421106LungIACT cell activation77/2061487/187236.82e-049.20e-0377
GO:00091508LungIACpurine ribonucleotide metabolic process61/2061368/187237.24e-049.60e-0361
GO:00725218LungIACpurine-containing compound metabolic process67/2061416/187239.03e-041.11e-0267
GO:00224097LungIACpositive regulation of cell-cell adhesion49/2061284/187239.60e-041.16e-0249
GO:00092597LungIACribonucleotide metabolic process62/2061385/187231.38e-031.53e-0262
GO:00071596LungIACleukocyte cell-cell adhesion60/2061371/187231.47e-031.57e-0260
GO:00061638LungIACpurine nucleotide metabolic process63/2061396/187231.72e-031.78e-0263
GO:0050852LungIACT cell receptor signaling pathway25/2061123/187231.75e-031.80e-0225
GO:00508636LungIACregulation of T cell activation54/2061329/187231.77e-031.82e-0254
GO:19031311LungIACmononuclear cell differentiation66/2061426/187232.63e-032.44e-0266
GO:00196937LungIACribose phosphate metabolic process62/2061396/187232.72e-032.49e-0262
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04660LungIACT cell receptor signaling pathway23/1053104/84653.88e-031.88e-021.25e-0223
hsa046601LungIACT cell receptor signaling pathway23/1053104/84653.88e-031.88e-021.25e-0223
hsa046602LungAIST cell receptor signaling pathway20/961104/84651.22e-024.94e-023.16e-0220
hsa046603LungAIST cell receptor signaling pathway20/961104/84651.22e-024.94e-023.16e-0220
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
CARD11SNVMissense_Mutationnovelc.3017N>Tp.Ser1006Leup.S1006LQ9BXL7protein_codingdeleterious(0.01)benign(0.021)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
CARD11SNVMissense_Mutationc.2470N>Cp.Asp824Hisp.D824HQ9BXL7protein_codingtolerated(0.19)benign(0.149)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CARD11SNVMissense_Mutationnovelc.2020N>Ap.Asp674Asnp.D674NQ9BXL7protein_codingdeleterious(0.02)benign(0.157)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CARD11SNVMissense_Mutationnovelc.466N>Gp.Leu156Valp.L156VQ9BXL7protein_codingtolerated(0.45)benign(0.01)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CARD11SNVMissense_Mutationc.2159N>Ap.Arg720Glnp.R720QQ9BXL7protein_codingtolerated(0.23)benign(0.006)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CARD11SNVMissense_Mutationc.41N>Tp.Thr14Metp.T14MQ9BXL7protein_codingdeleterious_low_confidence(0.04)benign(0.125)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
CARD11SNVMissense_Mutationrs372251654c.3382G>Ap.Val1128Ilep.V1128IQ9BXL7protein_codingtolerated(0.42)benign(0.001)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CARD11SNVMissense_Mutationc.930G>Cp.Lys310Asnp.K310NQ9BXL7protein_codingdeleterious(0.01)benign(0.075)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CARD11SNVMissense_Mutationc.2823N>Cp.Leu941Phep.L941FQ9BXL7protein_codingtolerated(0.21)benign(0)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
CARD11SNVMissense_Mutationc.625G>Ap.Ala209Thrp.A209TQ9BXL7protein_codingdeleterious(0)benign(0.312)TCGA-OL-A66N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 

Top

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
Page: 1