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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: BMP2K

Gene summary for BMP2K

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BMP2K

Gene ID

55589

Gene nameBMP2 inducible kinase
Gene AliasBIKE
Cytomap4q21.21
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9NSY1


Top

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
55589BMP2KHTA11_6818_2000001021HumanColorectumAD1.12e-02-4.54e-010.0588
55589BMP2KHTA11_99999970781_79442HumanColorectumMSS5.55e-18-5.94e-010.294
55589BMP2KHTA11_99999971662_82457HumanColorectumMSS2.79e-06-4.18e-010.3859
55589BMP2KHTA11_99999973899_84307HumanColorectumMSS4.92e-06-6.48e-010.2585
55589BMP2KHTA11_99999974143_84620HumanColorectumMSS8.81e-19-5.79e-010.3005
55589BMP2KA015-C-203HumanColorectumFAP6.90e-22-3.99e-01-0.1294
55589BMP2KA015-C-204HumanColorectumFAP9.65e-04-2.78e-01-0.0228
55589BMP2KA002-C-201HumanColorectumFAP1.13e-09-2.94e-010.0324
55589BMP2KA001-C-119HumanColorectumFAP9.86e-04-4.41e-01-0.1557
55589BMP2KA001-C-108HumanColorectumFAP2.99e-13-2.11e-01-0.0272
55589BMP2KA002-C-205HumanColorectumFAP3.59e-17-3.76e-01-0.1236
55589BMP2KA001-C-104HumanColorectumFAP6.94e-03-1.67e-010.0184
55589BMP2KA015-C-006HumanColorectumFAP6.14e-14-4.83e-01-0.0994
55589BMP2KA015-C-106HumanColorectumFAP7.12e-08-1.54e-01-0.0511
55589BMP2KA002-C-114HumanColorectumFAP1.18e-11-3.27e-01-0.1561
55589BMP2KA015-C-104HumanColorectumFAP2.05e-23-3.17e-01-0.1899
55589BMP2KA001-C-014HumanColorectumFAP3.44e-06-2.27e-010.0135
55589BMP2KA002-C-016HumanColorectumFAP4.81e-13-1.87e-010.0521
55589BMP2KA015-C-002HumanColorectumFAP1.67e-07-2.24e-01-0.0763
55589BMP2KA001-C-203HumanColorectumFAP8.57e-08-1.57e-01-0.0481
Page: 1 2 3 4 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00068987CervixCCreceptor-mediated endocytosis53/2311244/187232.52e-054.29e-0453
GO:00301008CervixCCregulation of endocytosis47/2311211/187233.65e-055.82e-0447
GO:00725836CervixCCclathrin-dependent endocytosis16/231147/187239.56e-051.25e-0316
GO:00072194CervixCCNotch signaling pathway39/2311172/187231.08e-041.38e-0339
GO:00085933CervixCCregulation of Notch signaling pathway25/231195/187231.61e-041.93e-0325
GO:00015037CervixCCossification71/2311408/187231.67e-031.28e-0271
GO:00482597CervixCCregulation of receptor-mediated endocytosis24/2311110/187233.62e-032.31e-0224
GO:0045747CervixCCpositive regulation of Notch signaling pathway13/231147/187233.62e-032.31e-0213
GO:00302781CervixCCregulation of ossification24/2311115/187236.51e-033.61e-0224
GO:0031214CervixCCbiomineral tissue development32/2311169/187238.73e-034.48e-0232
GO:0030282CervixCCbone mineralization24/2311119/187231.00e-024.89e-0224
GO:0110148CervixCCbiomineralization32/2311171/187231.04e-024.97e-0232
GO:000689814CervixHSIL_HPVreceptor-mediated endocytosis20/737244/187231.64e-031.78e-0220
GO:000689824CervixN_HPVreceptor-mediated endocytosis17/534244/187236.68e-048.57e-0317
GO:000721911CervixN_HPVNotch signaling pathway12/534172/187233.92e-033.08e-0212
GO:000150312CervixN_HPVossification21/534408/187236.98e-034.61e-0221
GO:003010013CervixN_HPVregulation of endocytosis13/534211/187237.72e-034.97e-0213
GO:0072583ColorectumADclathrin-dependent endocytosis24/391847/187234.60e-061.22e-0424
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05202ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052021ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052026LungIACTranscriptional misregulation in cancer40/1053193/84656.90e-045.90e-033.92e-0340
hsa0520211LungIACTranscriptional misregulation in cancer40/1053193/84656.90e-045.90e-033.92e-0340
hsa052022LungAISTranscriptional misregulation in cancer39/961193/84652.15e-042.41e-031.54e-0339
hsa052023LungAISTranscriptional misregulation in cancer39/961193/84652.15e-042.41e-031.54e-0339
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
BMP2KSNVMissense_Mutationnovelc.683N>Tp.Ser228Leup.S228LQ9NSY1protein_codingdeleterious(0)probably_damaging(0.952)TCGA-3C-AALJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BMP2KSNVMissense_Mutationnovelc.1462N>Tp.His488Tyrp.H488YQ9NSY1protein_codingtolerated_low_confidence(1)benign(0.152)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
BMP2KSNVMissense_Mutationc.995N>Gp.Ser332Cysp.S332CQ9NSY1protein_codingdeleterious(0.01)benign(0.046)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BMP2KSNVMissense_Mutationnovelc.3284N>Cp.His1095Prop.H1095PQ9NSY1protein_codingdeleterious_low_confidence(0.03)benign(0.003)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
BMP2KSNVMissense_Mutationc.923N>Cp.Ile308Thrp.I308TQ9NSY1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0HN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
BMP2KSNVMissense_Mutationc.2127N>Gp.Ile709Metp.I709MQ9NSY1protein_codingtolerated_low_confidence(0.12)benign(0)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
BMP2KinsertionIn_Frame_Insnovelc.3285_3286insCTTCTCCTAAGAGCAGTGAAGAGGAAGAGCAAGATGATGp.His1095_Asn1096insLeuLeuLeuArgAlaValLysArgLysSerLysMetMetp.H1095_N1096insLLLRAVKRKSKMMQ9NSY1protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
BMP2KSNVMissense_Mutationrs769519712c.2600G>Ap.Arg867Hisp.R867HQ9NSY1protein_codingtolerated_low_confidence(0.47)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BMP2KSNVMissense_Mutationc.614A>Cp.Lys205Thrp.K205TQ9NSY1protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
BMP2KSNVMissense_Mutationrs560165697c.2326G>Ap.Asp776Asnp.D776NQ9NSY1protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.879)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 

Top

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
55589BMP2KKINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitorHESPERADINHESPERADIN19035792
55589BMP2KKINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitor223366123BARICITINIB
55589BMP2KKINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitor249565886
Page: 1