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
65999LRRC61LZE24THumanEsophagusESCC2.01e-038.10e-020.0596
65999LRRC61P4T-EHumanEsophagusESCC3.84e-204.77e-010.1323
65999LRRC61P5T-EHumanEsophagusESCC1.30e-029.48e-020.1327
65999LRRC61P8T-EHumanEsophagusESCC6.89e-222.72e-010.0889
65999LRRC61P9T-EHumanEsophagusESCC3.32e-122.59e-010.1131
65999LRRC61P10T-EHumanEsophagusESCC3.67e-305.05e-010.116
65999LRRC61P11T-EHumanEsophagusESCC6.16e-093.24e-010.1426
65999LRRC61P12T-EHumanEsophagusESCC8.57e-387.14e-010.1122
65999LRRC61P15T-EHumanEsophagusESCC1.62e-214.74e-010.1149
65999LRRC61P16T-EHumanEsophagusESCC1.98e-234.65e-010.1153
65999LRRC61P19T-EHumanEsophagusESCC7.75e-054.66e-010.1662
65999LRRC61P20T-EHumanEsophagusESCC2.60e-081.21e-010.1124
65999LRRC61P21T-EHumanEsophagusESCC4.19e-122.51e-010.1617
65999LRRC61P23T-EHumanEsophagusESCC8.51e-092.10e-010.108
65999LRRC61P24T-EHumanEsophagusESCC4.02e-203.69e-010.1287
65999LRRC61P26T-EHumanEsophagusESCC2.57e-121.90e-010.1276
65999LRRC61P27T-EHumanEsophagusESCC8.60e-243.89e-010.1055
65999LRRC61P28T-EHumanEsophagusESCC1.21e-132.70e-010.1149
65999LRRC61P31T-EHumanEsophagusESCC1.18e-203.24e-010.1251
65999LRRC61P36T-EHumanEsophagusESCC7.18e-071.53e-010.1187
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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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