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: LIFR

Gene summary for LIFR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIFR

Gene ID

3977

Gene nameLIF receptor subunit alpha
Gene AliasCD118
Cytomap5p13.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A8K1Z4


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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
3977LIFRRNA-P17T-P17T-6HumanLungIAC1.33e-023.36e-010.3385
3977LIFRRNA-P25T1-P25T1-1HumanLungAIS2.71e-241.06e+00-0.2116
3977LIFRRNA-P25T1-P25T1-2HumanLungAIS4.25e-067.71e-01-0.1941
3977LIFRRNA-P25T1-P25T1-3HumanLungAIS3.47e-118.01e-01-0.2107
3977LIFRRNA-P25T1-P25T1-4HumanLungAIS5.68e-158.82e-01-0.2119
3977LIFRRNA-P6T2-P6T2-1HumanLungIAC2.50e-042.17e-01-0.0166
3977LIFRRNA-P6T2-P6T2-3HumanLungIAC3.08e-031.65e-01-0.013
3977LIFRAdj_PTCwithHT_6HumanThyroidHT4.82e-02-2.42e-010.02
3977LIFRPTCwithHT_6HumanThyroidHT2.29e-02-2.42e-010.02
3977LIFRPTCwithHT_8HumanThyroidHT4.82e-02-2.42e-010.0351
3977LIFRPTCwithoutHT_2HumanThyroidPTC4.82e-02-2.42e-010.0419
3977LIFRmale-WTAHumanThyroidPTC1.82e-03-1.84e-010.1037
3977LIFRPTC01HumanThyroidPTC5.84e-06-1.92e-010.1899
3977LIFRPTC03HumanThyroidPTC3.71e-021.59e-020.1784
3977LIFRPTC04HumanThyroidPTC4.61e-03-1.36e-010.1927
3977LIFRPTC06HumanThyroidPTC5.18e-03-1.18e-010.2057
3977LIFRPTC07HumanThyroidPTC2.78e-06-1.58e-010.2044
3977LIFRATC09HumanThyroidATC9.76e-06-1.08e-010.2871
3977LIFRATC11HumanThyroidATC5.04e-031.26e-010.3386
3977LIFRATC12HumanThyroidATC5.25e-142.50e-010.34
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
OSMLIFR_IL6STOSM_LIFR_IL6STOSMBreastDCIS
LIFLIFR_IL6STLIF_LIFR_IL6STLIFRBreastHealthy
OSMLIFR_IL6STOSM_LIFR_IL6STOSMBreastHealthy
LIFLIFR_IL6STLIF_LIFR_IL6STLIFRCervixADJ
OSMLIFR_IL6STOSM_LIFR_IL6STOSMCervixCC
LIFLIFR_IL6STLIF_LIFR_IL6STLIFRCervixCC
OSMLIFR_IL6STOSM_LIFR_IL6STOSMCervixPrecancer
LIFLIFR_IL6STLIF_LIFR_IL6STLIFREndometriumADJ
OSMLIFR_IL6STOSM_LIFR_IL6STOSMEndometriumADJ
LIFLIFR_IL6STLIF_LIFR_IL6STLIFREndometriumAEH
OSMLIFR_IL6STOSM_LIFR_IL6STOSMEndometriumAEH
OSMLIFR_IL6STOSM_LIFR_IL6STOSMEndometriumEEC
LIFLIFR_IL6STLIF_LIFR_IL6STLIFREndometriumEEC
LIFLIFR_IL6STLIF_LIFR_IL6STLIFREndometriumHealthy
OSMLIFR_IL6STOSM_LIFR_IL6STOSMEndometriumHealthy
OSMLIFR_IL6STOSM_LIFR_IL6STOSMEsophagusESCC
LIFLIFR_IL6STLIF_LIFR_IL6STLIFREsophagusESCC
OSMLIFR_IL6STOSM_LIFR_IL6STOSMHNSCCADJ
OSMLIFR_IL6STOSM_LIFR_IL6STOSMHNSCCHealthy
OSMLIFR_IL6STOSM_LIFR_IL6STOSMHNSCCOSCC
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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
LIFRSNVMissense_Mutationnovelc.2024N>Tp.Arg675Ilep.R675IP42702protein_codingtolerated(0.08)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LIFRSNVMissense_Mutationc.1405N>Ap.Glu469Lysp.E469KP42702protein_codingtolerated(0.14)benign(0.062)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
LIFRSNVMissense_Mutationc.3199N>Ap.Gln1067Lysp.Q1067KP42702protein_codingdeleterious(0.02)possibly_damaging(0.679)TCGA-B6-A1KF-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LIFRSNVMissense_Mutationc.2036N>Tp.Ser679Leup.S679LP42702protein_codingtolerated(0.1)benign(0.086)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
LIFRSNVMissense_Mutationrs368698516c.3197G>Ap.Arg1066Glnp.R1066QP42702protein_codingtolerated(0.09)probably_damaging(0.994)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LIFRSNVMissense_Mutationrs762515314c.1594N>Ap.Glu532Lysp.E532KP42702protein_codingdeleterious(0.01)possibly_damaging(0.663)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LIFRinsertionNonsense_Mutationnovelc.3190_3191insTGAATCCTGATTTTAACTGCTAGGATTp.Asn1064delinsMetAsnProAspPheAsnCysTerAspTyrp.N1064delinsMNPDFNC*DYP42702protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LIFRinsertionNonsense_Mutationnovelc.1973_1974insGATTGGAGAACTAATGCTTTAACCACACCAGAATAATTGp.Ile659_Lys660insGlyGluLeuMetLeuTerProHisGlnAsnAsnCysIlep.I659_K660insGELML*PHQNNCIP42702protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
LIFRdeletionFrame_Shift_Delnovelc.1799delNp.Lys600ArgfsTer8p.K600Rfs*8P42702protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
LIFRSNVMissense_Mutationnovelc.2339G>Ap.Arg780Hisp.R780HP42702protein_codingtolerated(0.46)benign(0)TCGA-2W-A8YY-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
3977LIFRDRUGGABLE GENOME, CLINICALLY ACTIONABLE, EXTERNAL SIDE OF PLASMA MEMBRANEEmfilerminEMFILERMIN15089810
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