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: LRRC61

Gene summary for LRRC61

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRRC61

Gene ID

65999

Gene nameleucine rich repeat containing 61
Gene AliasHSPC295
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A090N7W5


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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
65999LRRC61P83T-EHumanEsophagusESCC6.72e-133.76e-010.1738
65999LRRC61P89T-EHumanEsophagusESCC5.11e-125.60e-010.1752
65999LRRC61P91T-EHumanEsophagusESCC3.20e-099.75e-010.1828
65999LRRC61P104T-EHumanEsophagusESCC8.68e-033.79e-010.0931
65999LRRC61P126T-EHumanEsophagusESCC4.02e-022.81e-010.1125
65999LRRC61P128T-EHumanEsophagusESCC6.66e-431.12e+000.1241
65999LRRC61P130T-EHumanEsophagusESCC2.67e-681.34e+000.1676
65999LRRC61HCC1_MengHumanLiverHCC3.31e-681.83e-010.0246
65999LRRC61HCC2_MengHumanLiverHCC2.42e-072.37e-030.0107
65999LRRC61cirrhotic1HumanLiverCirrhotic1.94e-091.38e-010.0202
65999LRRC61cirrhotic2HumanLiverCirrhotic1.07e-071.58e-010.0201
65999LRRC61Pt14.aHumanLiverHCC5.23e-064.15e-010.0169
65999LRRC61S014HumanLiverHCC1.97e-531.68e+000.2254
65999LRRC61S015HumanLiverHCC6.85e-391.78e+000.2375
65999LRRC61S016HumanLiverHCC5.25e-531.64e+000.2243
65999LRRC61S027HumanLiverHCC4.38e-076.03e-010.2446
65999LRRC61S028HumanLiverHCC4.73e-207.73e-010.2503
65999LRRC61S029HumanLiverHCC1.41e-147.06e-010.2581
65999LRRC61C04HumanOral cavityOSCC9.27e-186.14e-010.2633
65999LRRC61C21HumanOral cavityOSCC1.70e-062.34e-010.2678
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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
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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
LRRC61SNVMissense_Mutationnovelc.83N>Gp.Phe28Cysp.F28CQ9BV99protein_codingdeleterious(0)probably_damaging(0.995)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRRC61SNVMissense_Mutationrs765026130c.452N>Ap.Arg151Glnp.R151QQ9BV99protein_codingtolerated(0.31)benign(0)TCGA-D8-A27K-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamidSD
LRRC61insertionIn_Frame_Insnovelc.393_394insAATGTTp.Asp131_Pro132insAsnValp.D131_P132insNVQ9BV99protein_codingTCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LRRC61SNVMissense_Mutationrs149743914c.335C>Tp.Pro112Leup.P112LQ9BV99protein_codingtolerated(0.62)benign(0.006)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LRRC61SNVMissense_Mutationc.416C>Tp.Pro139Leup.P139LQ9BV99protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LRRC61SNVMissense_Mutationc.304N>Tp.Leu102Phep.L102FQ9BV99protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LRRC61SNVMissense_Mutationrs573247336c.724N>Ap.Ala242Thrp.A242TQ9BV99protein_codingtolerated(0.07)probably_damaging(0.992)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
LRRC61SNVMissense_Mutationc.304C>Tp.Leu102Phep.L102FQ9BV99protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LRRC61SNVMissense_Mutationrs759257308c.451N>Tp.Arg151Trpp.R151WQ9BV99protein_codingtolerated(0.18)benign(0)TCGA-AP-A0LE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LRRC61SNVMissense_Mutationnovelc.539N>Gp.Asp180Glyp.D180GQ9BV99protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid 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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