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: ALPK1

Gene summary for ALPK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALPK1

Gene ID

80216

Gene namealpha kinase 1
Gene Alias8430410J10Rik
Cytomap4q25
Gene Typeprotein-coding
GO ID

GO:0002221

UniProtAcc

Q96QP1


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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
80216ALPK1CCI_1HumanCervixCC4.28e-037.92e-010.528
80216ALPK1CCI_3HumanCervixCC2.04e-068.67e-010.516
80216ALPK1RNA-P10T2-P10T2-4HumanLungAAH4.35e-025.55e-01-0.138
80216ALPK1RNA-P25T1-P25T1-1HumanLungAIS1.94e-074.67e-01-0.2116
80216ALPK1RNA-P25T1-P25T1-4HumanLungAIS1.57e-085.31e-01-0.2119
80216ALPK1RNA-P6T2-P6T2-1HumanLungIAC4.28e-104.50e-01-0.0166
80216ALPK1RNA-P6T2-P6T2-2HumanLungIAC6.98e-124.35e-01-0.0132
80216ALPK1RNA-P6T2-P6T2-3HumanLungIAC2.27e-145.25e-01-0.013
80216ALPK1RNA-P6T2-P6T2-4HumanLungIAC6.95e-104.29e-01-0.0121
80216ALPK1RNA-P7T1-P7T1-1HumanLungAIS3.06e-023.61e-01-0.0961
80216ALPK1male-WTAHumanThyroidPTC3.22e-065.99e-020.1037
80216ALPK1PTC01HumanThyroidPTC4.61e-042.13e-020.1899
80216ALPK1PTC04HumanThyroidPTC4.67e-059.84e-020.1927
80216ALPK1PTC05HumanThyroidPTC1.98e-144.84e-010.2065
80216ALPK1PTC06HumanThyroidPTC1.62e-112.60e-010.2057
80216ALPK1PTC07HumanThyroidPTC9.16e-151.84e-010.2044
80216ALPK1ATC09HumanThyroidATC5.70e-051.65e-010.2871
80216ALPK1ATC12HumanThyroidATC3.88e-076.34e-020.34
80216ALPK1ATC13HumanThyroidATC7.40e-157.46e-020.34
80216ALPK1ATC1HumanThyroidATC6.68e-051.80e-010.2878
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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:00027644CervixCCimmune response-regulating signaling pathway97/2311468/187231.49e-077.07e-0697
GO:00305229CervixCCintracellular receptor signaling pathway60/2311265/187231.89e-065.97e-0560
GO:00431228CervixCCregulation of I-kappaB kinase/NF-kappaB signaling53/2311249/187234.50e-056.87e-0453
GO:00022212CervixCCpattern recognition receptor signaling pathway39/2311172/187231.08e-041.38e-0339
GO:00072497CervixCCI-kappaB kinase/NF-kappaB signaling56/2311281/187231.81e-042.12e-0356
GO:00027534CervixCCcytoplasmic pattern recognition receptor signaling pathway18/231160/187232.26e-042.55e-0318
GO:00431237CervixCCpositive regulation of I-kappaB kinase/NF-kappaB signaling37/2311186/187232.15e-031.55e-0237
GO:00305227LungIACintracellular receptor signaling pathway59/2061265/187238.88e-088.50e-0659
GO:00072495LungIACI-kappaB kinase/NF-kappaB signaling56/2061281/187237.39e-062.62e-0456
GO:00431226LungIACregulation of I-kappaB kinase/NF-kappaB signaling51/2061249/187238.41e-062.87e-0451
GO:00431235LungIACpositive regulation of I-kappaB kinase/NF-kappaB signaling38/2061186/187231.19e-042.25e-0338
GO:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
GO:00027643LungIACimmune response-regulating signaling pathway70/2061468/187234.79e-033.72e-0270
GO:003052213LungAISintracellular receptor signaling pathway53/1849265/187234.57e-073.55e-0553
GO:004312213LungAISregulation of I-kappaB kinase/NF-kappaB signaling41/1849249/187237.57e-041.08e-0241
GO:000724913LungAISI-kappaB kinase/NF-kappaB signaling45/1849281/187237.90e-041.11e-0245
GO:000724922LungAAHI-kappaB kinase/NF-kappaB signaling21/613281/187234.01e-041.78e-0221
GO:004312222LungAAHregulation of I-kappaB kinase/NF-kappaB signaling19/613249/187235.79e-042.23e-0219
GO:003052228ThyroidPTCintracellular receptor signaling pathway126/5968265/187236.31e-081.31e-06126
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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
ALPK1SNVMissense_Mutationc.3419N>Tp.Lys1140Ilep.K1140IQ96QP1protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ALPK1SNVMissense_Mutationnovelc.829N>Cp.Ser277Prop.S277PQ96QP1protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
ALPK1SNVMissense_Mutationrs188866014c.184N>Ap.Val62Metp.V62MQ96QP1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A08Z-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ALPK1SNVMissense_Mutationrs551402838c.3262N>Ap.Ala1088Thrp.A1088TQ96QP1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ALPK1SNVMissense_Mutationc.3592N>Gp.His1198Aspp.H1198DQ96QP1protein_codingdeleterious(0)possibly_damaging(0.866)TCGA-BH-A0AZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
ALPK1SNVMissense_Mutationc.433N>Tp.Pro145Serp.P145SQ96QP1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
ALPK1SNVMissense_Mutationc.3611N>Gp.Val1204Glyp.V1204GQ96QP1protein_codingtolerated(0.38)benign(0)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ALPK1SNVMissense_Mutationc.1282N>Cp.Asp428Hisp.D428HQ96QP1protein_codingdeleterious(0)probably_damaging(0.968)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ALPK1SNVMissense_Mutationc.2261N>Gp.Asn754Serp.N754SQ96QP1protein_codingtolerated(0.79)benign(0)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ALPK1insertionFrame_Shift_Insnovelc.2490_2491insCTCATATCGTTCTGCTTCTTGGTCTTCTp.Asp831LeufsTer10p.D831Lfs*10Q96QP1protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
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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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