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: NKX3-1

Gene summary for NKX3-1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NKX3-1

Gene ID

4824

Gene nameNK3 homeobox 1
Gene AliasBAPX2
Cytomap8p21.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q99801


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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
4824NKX3-1M5HumanBreastIDC7.60e-201.09e+000.1598
4824NKX3-1DCIS2HumanBreastDCIS8.16e-168.40e-020.0085
4824NKX3-1GSM5252128_BPH327PrGF_ViaHumanProstateBPH4.24e-116.90e-01-0.1688
4824NKX3-1GSM5252132_BPH389PrGFHumanProstateBPH5.00e-036.25e-01-0.2247
4824NKX3-1GSM5252136_BPH556PrGA1_FcolHumanProstateBPH4.59e-137.69e-01-0.23
4824NKX3-1GSM5252137_BPH556PrGA2_FcolHumanProstateBPH3.27e-066.72e-01-0.23
4824NKX3-1047563_1562-all-cellsHumanProstateBPH4.70e-03-5.99e-020.0791
4824NKX3-1048752_1579-all-cellsHumanProstateBPH3.81e-021.24e-010.1008
4824NKX3-1Dong_P1HumanProstateTumor4.22e-193.16e-010.035
4824NKX3-1Dong_P3HumanProstateTumor3.26e-112.43e-010.0278
4824NKX3-1Dong_P5HumanProstateTumor2.33e-09-1.83e-010.053
4824NKX3-1GSM5353215_PA_AUG_PB_1B_S2HumanProstateTumor3.42e-108.94e-010.1557
4824NKX3-1GSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor3.53e-035.90e-010.1608
4824NKX3-1GSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor2.98e-027.04e-010.1622
4824NKX3-1GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor6.14e-092.93e-010.1545
4824NKX3-1GSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor7.39e-063.95e-010.1569
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
∗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:001095013BreastIDCpositive regulation of endopeptidase activity35/1434179/187232.24e-071.17e-0535
GO:004873214BreastIDCgland development64/1434436/187233.47e-071.74e-0564
GO:004860812BreastIDCreproductive structure development60/1434424/187232.71e-061.03e-0460
GO:006145813BreastIDCreproductive system development60/1434427/187233.41e-061.24e-0460
GO:000691911BreastIDCactivation of cysteine-type endopeptidase activity involved in apoptotic process19/143478/187234.75e-061.63e-0419
GO:007138314BreastIDCcellular response to steroid hormone stimulus35/1434204/187235.29e-061.75e-0435
GO:005067313BreastIDCepithelial cell proliferation60/1434437/187237.13e-062.15e-0460
GO:005067812BreastIDCregulation of epithelial cell proliferation54/1434381/187238.07e-062.39e-0454
GO:190165414BreastIDCresponse to ketone33/1434194/187231.17e-053.13e-0433
GO:003051813BreastIDCintracellular steroid hormone receptor signaling pathway22/1434116/187236.16e-051.28e-0322
GO:007135613BreastIDCcellular response to tumor necrosis factor35/1434229/187236.64e-051.35e-0335
GO:003052113BreastIDCandrogen receptor signaling pathway12/143444/187238.17e-051.60e-0312
GO:006056212BreastIDCepithelial tube morphogenesis44/1434325/187231.58e-042.73e-0344
GO:003461213BreastIDCresponse to tumor necrosis factor36/1434253/187232.29e-043.64e-0336
GO:003052214BreastIDCintracellular receptor signaling pathway37/1434265/187232.77e-044.26e-0337
GO:00611383BreastIDCmorphogenesis of a branching epithelium28/1434182/187233.05e-044.60e-0328
GO:0008406BreastIDCgonad development32/1434221/187233.64e-045.23e-0332
GO:00017635BreastIDCmorphogenesis of a branching structure29/1434196/187234.68e-046.26e-0329
GO:0045137BreastIDCdevelopment of primary sexual characteristics32/1434227/187235.85e-047.44e-0332
GO:00226127BreastIDCgland morphogenesis20/1434118/187236.13e-047.69e-0320
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052159ProstateBPHProstate cancer48/171897/84651.08e-101.87e-091.16e-0948
hsa0521514ProstateBPHProstate cancer48/171897/84651.08e-101.87e-091.16e-0948
hsa0521523ProstateTumorProstate cancer48/179197/84654.86e-108.93e-095.54e-0948
hsa0521533ProstateTumorProstate cancer48/179197/84654.86e-108.93e-095.54e-0948
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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
NKX3-1SECLiverHCCRP11-242D8.1,PIGA,HSPA1B, etc.1.89e-01The 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.
NKX3-1LUMProstateHealthyNPDC1,SPDEF,STEAP2, etc.2.72e-01The 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.
NKX3-1pDCProstateADJRDH11,STEAP2,KLK2, etc.2.24e-01The 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.
NKX3-1pDCProstateTumorRDH11,STEAP2,KLK2, etc.2.16e-01The 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.
NKX3-1FIBProstateTumorPMEPA1,SLC45A3,PPP3CA, etc.5.17e-01The 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.
∗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
NKX3-1SNVMissense_Mutationnovelc.464C>Ap.Ala155Aspp.A155DQ99801protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
NKX3-1SNVMissense_Mutationc.538N>Gp.Lys180Glup.K180EQ99801protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NKX3-1SNVMissense_Mutationc.591N>Cp.Leu197Phep.L197FQ99801protein_codingtolerated(0.05)benign(0.352)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
NKX3-1insertionNonsense_Mutationnovelc.319_320insTAAAAGAGAGGGGCAAATAp.Glu107ValfsTer7p.E107Vfs*7Q99801protein_codingTCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
NKX3-1SNVMissense_Mutationc.526N>Tp.Arg176Cysp.R176CQ99801protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A02O-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NKX3-1SNVMissense_Mutationrs759016206c.340N>Tp.Pro114Serp.P114SQ99801protein_codingtolerated(0.1)benign(0.009)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NKX3-1SNVMissense_Mutationc.550N>Ap.Leu184Ilep.L184IQ99801protein_codingtolerated(0.1)benign(0.341)TCGA-DY-A0XA-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapymayoCR
NKX3-1SNVMissense_Mutationnovelc.334N>Ap.Ala112Thrp.A112TQ99801protein_codingtolerated(0.37)benign(0.001)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NKX3-1SNVMissense_Mutationc.542G>Ap.Arg181Glnp.R181QQ99801protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NKX3-1SNVMissense_Mutationc.511N>Gp.Trp171Glyp.W171GQ99801protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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