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: LNPK

Gene summary for LNPK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LNPK

Gene ID

80856

Gene namelunapark, ER junction formation factor
Gene AliasKIAA1715
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q9C0E8


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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
80856LNPKNAFLD1HumanLiverNAFLD6.76e-043.71e-01-0.04
80856LNPKHCC1HumanLiverHCC1.57e-143.56e+000.5336
80856LNPKHCC2HumanLiverHCC3.94e-193.44e+000.5341
80856LNPKHCC5HumanLiverHCC1.45e-111.77e+000.4932
80856LNPKS014HumanLiverHCC5.82e-032.32e-010.2254
80856LNPKS015HumanLiverHCC1.23e-032.78e-010.2375
80856LNPKS016HumanLiverHCC2.76e-052.84e-010.2243
80856LNPKS027HumanLiverHCC2.64e-065.73e-010.2446
80856LNPKS028HumanLiverHCC4.40e-166.34e-010.2503
80856LNPKS029HumanLiverHCC2.96e-094.83e-010.2581
80856LNPKmale-WTAHumanThyroidPTC7.27e-076.45e-020.1037
80856LNPKPTC01HumanThyroidPTC8.37e-032.30e-020.1899
80856LNPKPTC04HumanThyroidPTC2.90e-087.76e-020.1927
80856LNPKPTC05HumanThyroidPTC1.69e-083.18e-010.2065
80856LNPKPTC06HumanThyroidPTC3.54e-173.50e-010.2057
80856LNPKPTC07HumanThyroidPTC2.19e-121.69e-010.2044
80856LNPKATC09HumanThyroidATC1.32e-051.43e-010.2871
80856LNPKATC11HumanThyroidATC4.53e-033.99e-010.3386
80856LNPKATC12HumanThyroidATC1.33e-113.30e-010.34
80856LNPKATC13HumanThyroidATC2.45e-285.55e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00420607LiverNAFLDwound healing84/1882422/187236.56e-101.37e-0784
GO:00075994LiverNAFLDhemostasis49/1882222/187239.23e-087.59e-0649
GO:00075964LiverNAFLDblood coagulation48/1882217/187231.16e-078.81e-0648
GO:00508174LiverNAFLDcoagulation48/1882222/187232.40e-071.61e-0548
GO:00508787LiverNAFLDregulation of body fluid levels60/1882379/187232.61e-044.23e-0360
GO:00717863LiverNAFLDendoplasmic reticulum tubular network organization6/188218/187236.55e-034.69e-026
GO:000702911LiverHCCendoplasmic reticulum organization64/795887/187233.92e-091.04e-0764
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:00075962LiverHCCblood coagulation118/7958217/187232.63e-041.94e-03118
GO:00717862LiverHCCendoplasmic reticulum tubular network organization15/795818/187234.74e-043.12e-0315
GO:00075992LiverHCChemostasis119/7958222/187235.25e-043.41e-03119
GO:00508172LiverHCCcoagulation118/7958222/187238.41e-045.03e-03118
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:0042060112ThyroidPTCwound healing190/5968422/187237.72e-091.92e-07190
GO:000702915ThyroidPTCendoplasmic reticulum organization51/596887/187232.37e-074.15e-0651
GO:007178613ThyroidPTCendoplasmic reticulum tubular network organization14/596818/187238.31e-057.01e-0414
GO:004206034ThyroidATCwound healing210/6293422/187233.33e-121.37e-10210
GO:000702921ThyroidATCendoplasmic reticulum organization51/629387/187231.47e-061.81e-0551
GO:007178622ThyroidATCendoplasmic reticulum tubular network organization14/629318/187231.59e-041.10e-0314
GO:00020624ThyroidATCchondrocyte differentiation54/6293106/187231.67e-041.14e-0354
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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
LNPKSNVMissense_Mutationc.437N>Gp.Ala146Glyp.A146GQ9C0E8protein_codingtolerated(0.1)benign(0.142)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
LNPKSNVMissense_Mutationc.1334N>Gp.Ser445Cysp.S445CQ9C0E8protein_codingdeleterious_low_confidence(0.04)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LNPKSNVMissense_Mutationc.99A>Tp.Glu33Aspp.E33DQ9C0E8protein_codingtolerated(0.18)benign(0.012)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LNPKSNVMissense_Mutationc.551N>Tp.Asn184Ilep.N184IQ9C0E8protein_codingtolerated(0.16)benign(0.081)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LNPKSNVMissense_Mutationc.977C>Gp.Ala326Glyp.A326GQ9C0E8protein_codingdeleterious(0.01)possibly_damaging(0.573)TCGA-EW-A1PH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
LNPKSNVMissense_Mutationc.1275N>Tp.Glu425Aspp.E425DQ9C0E8protein_codingtolerated(0.41)benign(0.027)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LNPKSNVMissense_Mutationnovelc.322N>Ap.Ala108Thrp.A108TQ9C0E8protein_codingtolerated(0.19)benign(0.251)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
LNPKSNVMissense_Mutationnovelc.1174N>Tp.Asp392Tyrp.D392YQ9C0E8protein_codingdeleterious(0.02)benign(0.009)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LNPKSNVMissense_Mutationc.353N>Cp.Lys118Thrp.K118TQ9C0E8protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LNPKSNVMissense_Mutationc.98N>Gp.Glu33Glyp.E33GQ9C0E8protein_codingtolerated(0.1)benign(0.283)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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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