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: HPF1

Gene summary for HPF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPF1

Gene ID

54969

Gene namehistone PARylation factor 1
Gene AliasC4orf27
Cytomap4q33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NWY4


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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
54969HPF1HCC2HumanLiverHCC2.48e-263.66e+000.5341
54969HPF1S014HumanLiverHCC1.94e-114.64e-010.2254
54969HPF1S015HumanLiverHCC1.34e-123.97e-010.2375
54969HPF1S016HumanLiverHCC3.25e-174.38e-010.2243
54969HPF1S027HumanLiverHCC1.17e-065.11e-010.2446
54969HPF1S028HumanLiverHCC1.16e-196.64e-010.2503
54969HPF1S029HumanLiverHCC9.28e-217.42e-010.2581
54969HPF1male-WTAHumanThyroidPTC3.43e-08-3.10e-030.1037
54969HPF1PTC01HumanThyroidPTC1.68e-161.01e-010.1899
54969HPF1PTC04HumanThyroidPTC8.68e-081.51e-020.1927
54969HPF1PTC05HumanThyroidPTC3.70e-155.33e-010.2065
54969HPF1PTC06HumanThyroidPTC1.87e-275.15e-010.2057
54969HPF1PTC07HumanThyroidPTC2.26e-223.41e-010.2044
54969HPF1ATC09HumanThyroidATC1.27e-022.19e-010.2871
54969HPF1ATC11HumanThyroidATC4.94e-055.36e-010.3386
54969HPF1ATC12HumanThyroidATC8.70e-111.75e-010.34
54969HPF1ATC13HumanThyroidATC2.42e-141.48e-010.34
54969HPF1ATC1HumanThyroidATC4.78e-032.44e-010.2878
54969HPF1ATC2HumanThyroidATC9.00e-071.05e+000.34
54969HPF1ATC3HumanThyroidATC3.53e-023.46e-010.338
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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:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:003105621LiverHCCregulation of histone modification99/7958152/187231.40e-083.40e-0799
GO:001820911LiverHCCpeptidyl-serine modification177/7958338/187231.45e-041.17e-03177
GO:00063021LiverHCCdouble-strand break repair131/7958251/187231.17e-036.54e-03131
GO:001657010ThyroidPTChistone modification235/5968463/187231.17e-171.15e-15235
GO:003105610ThyroidPTCregulation of histone modification83/5968152/187235.19e-091.34e-0783
GO:001820916ThyroidPTCpeptidyl-serine modification151/5968338/187234.61e-077.51e-06151
GO:00063026ThyroidPTCdouble-strand break repair103/5968251/187231.30e-037.40e-03103
GO:00064712ThyroidPTCprotein ADP-ribosylation18/596835/187231.26e-024.90e-0218
GO:001657017ThyroidATChistone modification243/6293463/187232.23e-172.27e-15243
GO:003105616ThyroidATCregulation of histone modification85/6293152/187231.23e-082.55e-0785
GO:001820917ThyroidATCpeptidyl-serine modification161/6293338/187235.23e-089.44e-07161
GO:000630212ThyroidATCdouble-strand break repair110/6293251/187234.48e-042.65e-03110
GO:00064711ThyroidATCprotein ADP-ribosylation19/629335/187239.36e-033.44e-0219
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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
HPF1SNVMissense_Mutationc.540N>Cp.Lys180Asnp.K180NQ9NWY4protein_codingdeleterious(0.03)possibly_damaging(0.513)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HPF1SNVMissense_Mutationc.157N>Ap.Phe53Ilep.F53IQ9NWY4protein_codingdeleterious(0.01)possibly_damaging(0.7)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
HPF1insertionFrame_Shift_Insnovelc.213_214insACCTTCCCTAGGATGGGTAAACTp.Leu72ThrfsTer17p.L72Tfs*17Q9NWY4protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
HPF1SNVMissense_Mutationnovelc.173N>Cp.Lys58Thrp.K58TQ9NWY4protein_codingtolerated(0.07)benign(0.003)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HPF1SNVMissense_Mutationrs766910277c.518N>Gp.Leu173Argp.L173RQ9NWY4protein_codingtolerated(0.11)benign(0.376)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HPF1SNVMissense_Mutationnovelc.542A>Gp.Lys181Argp.K181RQ9NWY4protein_codingtolerated(0.09)benign(0.105)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HPF1SNVMissense_Mutationnovelc.364G>Tp.Asp122Tyrp.D122YQ9NWY4protein_codingdeleterious(0)probably_damaging(0.982)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HPF1SNVMissense_Mutationnovelc.1003A>Gp.Asn335Aspp.N335DQ9NWY4protein_codingtolerated(0.4)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HPF1SNVMissense_Mutationnovelc.881G>Ap.Gly294Glup.G294EQ9NWY4protein_codingdeleterious(0.02)possibly_damaging(0.879)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HPF1SNVMissense_Mutationnovelc.821N>Gp.Met274Argp.M274RQ9NWY4protein_codingdeleterious(0)possibly_damaging(0.828)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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