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:200123314BreastIDCregulation of apoptotic signaling pathway82/1434356/187236.27e-205.93e-1782
GO:005254714BreastIDCregulation of peptidase activity96/1434461/187237.58e-206.15e-1796
GO:009719314BreastIDCintrinsic apoptotic signaling pathway69/1434288/187236.32e-182.99e-1569
GO:005254814BreastIDCregulation of endopeptidase activity88/1434432/187231.20e-174.85e-1588
GO:200124214BreastIDCregulation of intrinsic apoptotic signaling pathway47/1434164/187238.25e-162.93e-1347
GO:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:200011614BreastIDCregulation of cysteine-type endopeptidase activity55/1434235/187234.25e-141.21e-1155
GO:004328114BreastIDCregulation of cysteine-type endopeptidase activity involved in apoptotic process50/1434209/187232.49e-136.14e-1150
GO:007048214BreastIDCresponse to oxygen levels64/1434347/187233.45e-115.57e-0964
GO:003629314BreastIDCresponse to decreased oxygen levels60/1434322/187239.26e-111.25e-0860
GO:004586214BreastIDCpositive regulation of proteolysis66/1434372/187239.76e-111.29e-0866
GO:000166614BreastIDCresponse to hypoxia58/1434307/187231.09e-101.38e-0858
GO:200123514BreastIDCpositive regulation of apoptotic signaling pathway31/1434126/187234.13e-093.35e-0731
GO:001095214BreastIDCpositive regulation of peptidase activity40/1434197/187231.04e-087.67e-0740
GO:003629413BreastIDCcellular response to decreased oxygen levels34/1434161/187234.73e-083.02e-0634
GO:007145613BreastIDCcellular response to hypoxia32/1434151/187231.07e-076.26e-0632
GO:004328013BreastIDCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process29/1434129/187231.10e-076.35e-0629
GO:007145313BreastIDCcellular response to oxygen levels35/1434177/187231.68e-079.10e-0635
GO:200124412BreastIDCpositive regulation of intrinsic apoptotic signaling pathway18/143458/187231.73e-079.17e-0618
GO:200105613BreastIDCpositive regulation of cysteine-type endopeptidase activity31/1434148/187232.22e-071.17e-0531
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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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