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: LRRC8D

Gene summary for LRRC8D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRRC8D

Gene ID

55144

Gene nameleucine rich repeat containing 8 VRAC subunit D
Gene AliasHsLRRC8D
Cytomap1p22.2
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

B3KRU1


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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
55144LRRC8DLZE4THumanEsophagusESCC1.33e-027.31e-020.0811
55144LRRC8DLZE7THumanEsophagusESCC1.72e-061.80e-010.0667
55144LRRC8DLZE24THumanEsophagusESCC7.06e-109.52e-020.0596
55144LRRC8DP2T-EHumanEsophagusESCC4.74e-172.74e-010.1177
55144LRRC8DP4T-EHumanEsophagusESCC7.90e-113.06e-010.1323
55144LRRC8DP5T-EHumanEsophagusESCC1.86e-091.00e-010.1327
55144LRRC8DP8T-EHumanEsophagusESCC1.54e-081.59e-010.0889
55144LRRC8DP9T-EHumanEsophagusESCC1.80e-051.27e-010.1131
55144LRRC8DP10T-EHumanEsophagusESCC2.58e-303.23e-010.116
55144LRRC8DP11T-EHumanEsophagusESCC1.98e-023.46e-010.1426
55144LRRC8DP12T-EHumanEsophagusESCC9.67e-771.58e+000.1122
55144LRRC8DP15T-EHumanEsophagusESCC3.29e-133.07e-010.1149
55144LRRC8DP16T-EHumanEsophagusESCC6.56e-184.00e-010.1153
55144LRRC8DP17T-EHumanEsophagusESCC3.87e-022.01e-010.1278
55144LRRC8DP20T-EHumanEsophagusESCC5.46e-142.11e-010.1124
55144LRRC8DP21T-EHumanEsophagusESCC1.58e-225.75e-010.1617
55144LRRC8DP22T-EHumanEsophagusESCC8.02e-101.49e-010.1236
55144LRRC8DP23T-EHumanEsophagusESCC1.82e-143.32e-010.108
55144LRRC8DP24T-EHumanEsophagusESCC2.32e-064.41e-020.1287
55144LRRC8DP26T-EHumanEsophagusESCC8.12e-336.15e-010.1276
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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
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
∗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:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:007121419EsophagusESCCcellular response to abiotic stimulus206/8552331/187237.52e-101.88e-08206
GO:010400419EsophagusESCCcellular response to environmental stimulus206/8552331/187237.52e-101.88e-08206
GO:00069707EsophagusESCCresponse to osmotic stress57/855284/187233.26e-052.70e-0457
GO:00714707EsophagusESCCcellular response to osmotic stress31/855241/187239.32e-056.68e-0431
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:00069702LiverHCCresponse to osmotic stress52/795884/187232.58e-041.92e-0352
GO:004259322LiverHCCglucose homeostasis137/7958258/187233.59e-042.49e-03137
GO:003350022LiverHCCcarbohydrate homeostasis137/7958259/187234.45e-042.98e-03137
GO:000167822LiverHCCcellular glucose homeostasis95/7958172/187234.95e-043.24e-0395
GO:00714701LiverHCCcellular response to osmotic stress28/795841/187237.54e-044.55e-0328
GO:006219720Oral cavityOSCCcellular response to chemical stress204/7305337/187236.89e-165.19e-14204
GO:007121416Oral cavityOSCCcellular response to abiotic stimulus186/7305331/187231.38e-104.10e-09186
GO:010400416Oral cavityOSCCcellular response to environmental stimulus186/7305331/187231.38e-104.10e-09186
GO:00069706Oral cavityOSCCresponse to osmotic stress50/730584/187231.11e-048.15e-0450
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:000167816Oral cavityOSCCcellular glucose homeostasis88/7305172/187237.74e-044.22e-0388
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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
LRRC8DSNVMissense_Mutationc.296C>Tp.Ser99Phep.S99FQ7L1W4protein_codingtolerated(0.08)benign(0.03)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC8DSNVMissense_Mutationc.1187C>Ap.Ser396Tyrp.S396YQ7L1W4protein_codingdeleterious(0.02)possibly_damaging(0.882)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRRC8DSNVMissense_Mutationc.844N>Cp.Glu282Glnp.E282QQ7L1W4protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0BF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC8DSNVMissense_Mutationrs756646478c.2012N>Ap.Arg671Hisp.R671HQ7L1W4protein_codingtolerated(0.05)benign(0.187)TCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
LRRC8DSNVMissense_Mutationrs771012964c.2104A>Gp.Ile702Valp.I702VQ7L1W4protein_codingtolerated(0.07)possibly_damaging(0.735)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRRC8DinsertionIn_Frame_Insnovelc.1408_1409insCTTTTGCCATTAAAAGTAGTGGCAAAAACTGCAATCACTTTCp.Asp470delinsAlaPheAlaIleLysSerSerGlyLysAsnCysAsnHisPheHisp.D470delinsAFAIKSSGKNCNHFHQ7L1W4protein_codingTCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
LRRC8DinsertionFrame_Shift_Insnovelc.294_295insAp.Ser99IlefsTer10p.S99Ifs*10Q7L1W4protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC8DinsertionFrame_Shift_Insnovelc.294_295insATTCTAGAGAp.Ser99IlefsTer13p.S99Ifs*13Q7L1W4protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRRC8DSNVMissense_Mutationnovelc.1516C>Tp.Pro506Serp.P506SQ7L1W4protein_codingtolerated(0.21)benign(0.035)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
LRRC8DSNVMissense_Mutationrs773687858c.278G>Ap.Arg93Glnp.R93QQ7L1W4protein_codingtolerated(0.72)benign(0)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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