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:004873218ProstateBPHgland development122/3107436/187231.13e-095.01e-08122
GO:200011618ProstateBPHregulation of cysteine-type endopeptidase activity76/3107235/187231.90e-097.79e-0876
GO:003629317ProstateBPHresponse to decreased oxygen levels96/3107322/187232.03e-098.26e-0896
GO:000166617ProstateBPHresponse to hypoxia92/3107307/187233.29e-091.27e-0792
GO:001095218ProstateBPHpositive regulation of peptidase activity66/3107197/187234.44e-091.66e-0766
GO:003052110ProstateBPHandrogen receptor signaling pathway23/310744/187235.88e-081.57e-0623
GO:00506739ProstateBPHepithelial cell proliferation116/3107437/187237.12e-081.85e-06116
GO:00506789ProstateBPHregulation of epithelial cell proliferation104/3107381/187237.52e-081.92e-06104
GO:003051810ProstateBPHintracellular steroid hormone receptor signaling pathway43/3107116/187238.48e-082.12e-0643
GO:003052216ProstateBPHintracellular receptor signaling pathway77/3107265/187232.49e-075.42e-0677
GO:00017638ProstateBPHmorphogenesis of a branching structure61/3107196/187233.33e-077.06e-0661
GO:002261210ProstateBPHgland morphogenesis42/3107118/187234.36e-078.87e-0642
GO:007145315ProstateBPHcellular response to oxygen levels56/3107177/187235.50e-071.09e-0556
GO:001095017ProstateBPHpositive regulation of endopeptidase activity56/3107179/187238.24e-071.54e-0556
GO:00611385ProstateBPHmorphogenesis of a branching epithelium56/3107182/187231.48e-062.56e-0556
GO:00073468ProstateBPHregulation of mitotic cell cycle115/3107457/187231.52e-062.62e-05115
GO:003629415ProstateBPHcellular response to decreased oxygen levels51/3107161/187231.66e-062.79e-0551
GO:20012448ProstateBPHpositive regulation of intrinsic apoptotic signaling pathway25/310758/187231.76e-062.94e-0525
GO:004340110ProstateBPHsteroid hormone mediated signaling pathway45/3107136/187231.78e-062.98e-0545
GO:00605628ProstateBPHepithelial tube morphogenesis87/3107325/187232.05e-063.39e-0587
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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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