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: RILPL1

Gene summary for RILPL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RILPL1

Gene ID

353116

Gene nameRab interacting lysosomal protein like 1
Gene AliasGOSPEL
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A1B0GVV3


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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
353116RILPL1male-WTAHumanThyroidPTC2.14e-131.04e-010.1037
353116RILPL1PTC01HumanThyroidPTC1.02e-06-8.78e-030.1899
353116RILPL1PTC04HumanThyroidPTC6.39e-031.93e-020.1927
353116RILPL1PTC05HumanThyroidPTC8.78e-071.82e-010.2065
353116RILPL1PTC06HumanThyroidPTC4.86e-082.85e-010.2057
353116RILPL1PTC07HumanThyroidPTC8.84e-262.08e-010.2044
353116RILPL1ATC12HumanThyroidATC9.00e-141.63e-010.34
353116RILPL1ATC13HumanThyroidATC4.87e-224.10e-010.34
353116RILPL1ATC4HumanThyroidATC2.37e-122.39e-010.34
353116RILPL1ATC5HumanThyroidATC1.14e-204.45e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:0090150112ThyroidPTCestablishment of protein localization to membrane149/5968260/187231.64e-171.59e-15149
GO:0072659112ThyroidPTCprotein localization to plasma membrane153/5968284/187239.90e-156.50e-13153
GO:1990778111ThyroidPTCprotein localization to cell periphery172/5968333/187233.71e-142.30e-12172
GO:0070997113ThyroidPTCneuron death171/5968361/187234.32e-101.38e-08171
GO:1901214113ThyroidPTCregulation of neuron death151/5968319/187234.74e-091.24e-07151
GO:006195117ThyroidPTCestablishment of protein localization to plasma membrane40/596860/187233.26e-087.20e-0740
GO:0002064112ThyroidPTCepithelial cell development101/5968220/187238.53e-069.74e-05101
GO:007265928ThyroidATCprotein localization to plasma membrane161/6293284/187238.45e-166.52e-14161
GO:009015031ThyroidATCestablishment of protein localization to membrane150/6293260/187231.05e-157.96e-14150
GO:199077826ThyroidATCprotein localization to cell periphery181/6293333/187233.72e-152.56e-13181
GO:0070997210ThyroidATCneuron death176/6293361/187231.43e-093.57e-08176
GO:190121428ThyroidATCregulation of neuron death156/6293319/187239.30e-091.96e-07156
GO:006195123ThyroidATCestablishment of protein localization to plasma membrane41/629360/187234.02e-087.37e-0741
GO:000206428ThyroidATCepithelial cell development103/6293220/187233.06e-052.55e-04103
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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
RILPL1SNVMissense_Mutationrs757812224c.1074N>Ap.Ser358Argp.S358RQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
RILPL1SNVMissense_Mutationrs757812224c.1074C>Ap.Ser358Argp.S358RQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
RILPL1SNVMissense_Mutationrs757812224c.1074N>Ap.Ser358Argp.S358RQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AN-A0XR-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RILPL1SNVMissense_Mutationrs757812224c.1074N>Ap.Ser358Argp.S358RQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RILPL1SNVMissense_Mutationrs757812224c.1074N>Ap.Ser358Argp.S358RQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RILPL1SNVMissense_Mutationc.756N>Cp.Glu252Aspp.E252DQ5EBL4protein_codingtolerated(0.19)benign(0.006)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RILPL1SNVMissense_Mutationrs199741406c.526G>Ap.Glu176Lysp.E176KQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-DG-A2KJ-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
RILPL1SNVMissense_Mutationc.619N>Cp.Asp207Hisp.D207HQ5EBL4protein_codingdeleterious(0)probably_damaging(0.953)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RILPL1SNVMissense_Mutationrs757812224c.1074C>Ap.Ser358Argp.S358RQ5EBL4protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-JX-A5QV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RILPL1SNVMissense_Mutationrs200694798c.1046C>Tp.Pro349Leup.P349LQ5EBL4protein_codingdeleterious(0.01)benign(0.34)TCGA-VS-A94Z-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
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