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: PANK1

Gene summary for PANK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PANK1

Gene ID

53354

Gene namepantothenate kinase 1
Gene AliasPANK
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8TE04


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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
53354PANK1NAFLD1HumanLiverNAFLD7.77e-088.21e-01-0.04
53354PANK1S43HumanLiverCirrhotic3.74e-04-2.98e-02-0.0187
53354PANK1HCC1_MengHumanLiverHCC5.18e-28-7.93e-020.0246
53354PANK1HCC2_MengHumanLiverHCC9.08e-03-1.36e-010.0107
53354PANK1HCC1HumanLiverHCC1.62e-213.18e+000.5336
53354PANK1HCC2HumanLiverHCC3.01e-263.49e+000.5341
53354PANK1HCC5HumanLiverHCC3.22e-102.08e+000.4932
53354PANK1S016HumanLiverHCC1.67e-022.02e-010.2243
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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
∗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:00092596LiverNAFLDribonucleotide metabolic process72/1882385/187231.51e-071.09e-0572
GO:00196936LiverNAFLDribose phosphate metabolic process73/1882396/187232.23e-071.53e-0573
GO:00091177LiverNAFLDnucleotide metabolic process85/1882489/187233.31e-072.18e-0585
GO:00067537LiverNAFLDnucleoside phosphate metabolic process85/1882497/187236.69e-073.83e-0585
GO:00725217LiverNAFLDpurine-containing compound metabolic process74/1882416/187237.73e-074.27e-0574
GO:00091507LiverNAFLDpurine ribonucleotide metabolic process67/1882368/187231.10e-065.44e-0567
GO:00061637LiverNAFLDpurine nucleotide metabolic process70/1882396/187231.93e-068.23e-0570
GO:00338653LiverNAFLDnucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00338753LiverNAFLDribonucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:00340323LiverNAFLDpurine nucleoside bisphosphate metabolic process28/1882128/187235.89e-051.30e-0328
GO:000675312LiverCirrhoticnucleoside phosphate metabolic process190/4634497/187231.10e-116.96e-10190
GO:000911712LiverCirrhoticnucleotide metabolic process187/4634489/187231.55e-119.63e-10187
GO:001969312LiverCirrhoticribose phosphate metabolic process156/4634396/187235.83e-113.23e-09156
GO:000925912LiverCirrhoticribonucleotide metabolic process151/4634385/187231.72e-108.70e-09151
GO:007252112LiverCirrhoticpurine-containing compound metabolic process156/4634416/187233.74e-091.52e-07156
GO:000915012LiverCirrhoticpurine ribonucleotide metabolic process141/4634368/187234.22e-091.70e-07141
GO:000616312LiverCirrhoticpurine nucleotide metabolic process146/4634396/187234.12e-081.34e-06146
GO:00463905LiverCirrhoticribose phosphate biosynthetic process71/4634190/187237.09e-057.98e-0471
GO:00092605LiverCirrhoticribonucleotide biosynthetic process68/4634182/187231.00e-041.05e-0368
GO:00091654LiverCirrhoticnucleotide biosynthetic process89/4634254/187231.45e-041.40e-0389
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01240LiverCirrhoticBiosynthesis of cofactors66/2530153/84653.11e-041.99e-031.23e-0366
hsa00770LiverCirrhoticPantothenate and CoA biosynthesis13/253021/84652.32e-039.90e-036.10e-0313
hsa012401LiverCirrhoticBiosynthesis of cofactors66/2530153/84653.11e-041.99e-031.23e-0366
hsa007701LiverCirrhoticPantothenate and CoA biosynthesis13/253021/84652.32e-039.90e-036.10e-0313
hsa012402LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa007702LiverHCCPantothenate and CoA biosynthesis16/402021/84657.16e-031.97e-021.09e-0216
hsa012403LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa007703LiverHCCPantothenate and CoA biosynthesis16/402021/84657.16e-031.97e-021.09e-0216
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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
PANK1SNVMissense_Mutationc.1503N>Ap.Met501Ilep.M501IQ8TE04protein_codingtolerated(0.37)benign(0.063)TCGA-C8-A278-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
PANK1SNVMissense_Mutationc.1378N>Gp.Leu460Valp.L460VQ8TE04protein_codingdeleterious(0)benign(0.425)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
PANK1SNVMissense_Mutationnovelc.1360N>Cp.Glu454Glnp.E454QQ8TE04protein_codingtolerated(0.15)probably_damaging(0.921)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
PANK1SNVMissense_Mutationc.1295G>Cp.Arg432Thrp.R432TQ8TE04protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
PANK1SNVMissense_Mutationc.88G>Cp.Glu30Glnp.E30QQ8TE04protein_codingdeleterious_low_confidence(0)benign(0.272)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PANK1SNVMissense_Mutationnovelc.1412N>Cp.Val471Alap.V471AQ8TE04protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PANK1SNVMissense_Mutationc.754N>Gp.Tyr252Aspp.Y252DQ8TE04protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PANK1SNVMissense_Mutationc.1013N>Gp.Ala338Glyp.A338GQ8TE04protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PANK1SNVMissense_Mutationc.293C>Tp.Ala98Valp.A98VQ8TE04protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PANK1SNVMissense_Mutationc.745N>Gp.Lys249Glup.K249EQ8TE04protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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