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: BIK

Gene summary for BIK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BIK

Gene ID

638

Gene nameBCL2 interacting killer
Gene AliasBIP1
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R4X6


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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
638BIKLZE4THumanEsophagusESCC1.42e-052.64e-010.0811
638BIKLZE5THumanEsophagusESCC3.58e-141.08e+000.0514
638BIKLZE7THumanEsophagusESCC9.23e-181.17e+000.0667
638BIKLZE8THumanEsophagusESCC7.05e-073.51e-010.067
638BIKLZE20THumanEsophagusESCC9.90e-064.29e-010.0662
638BIKLZE22D1HumanEsophagusHGIN1.01e-063.08e-010.0595
638BIKLZE22THumanEsophagusESCC6.52e-066.39e-010.068
638BIKLZE24THumanEsophagusESCC3.15e-471.92e+000.0596
638BIKP1T-EHumanEsophagusESCC9.21e-159.43e-010.0875
638BIKP2T-EHumanEsophagusESCC3.04e-083.43e-010.1177
638BIKP4T-EHumanEsophagusESCC1.27e-215.65e-010.1323
638BIKP5T-EHumanEsophagusESCC4.58e-771.54e+000.1327
638BIKP8T-EHumanEsophagusESCC8.34e-491.10e+000.0889
638BIKP9T-EHumanEsophagusESCC1.02e-022.67e-010.1131
638BIKP10T-EHumanEsophagusESCC1.59e-205.14e-010.116
638BIKP11T-EHumanEsophagusESCC6.62e-032.45e-010.1426
638BIKP12T-EHumanEsophagusESCC8.55e-297.07e-010.1122
638BIKP15T-EHumanEsophagusESCC1.98e-216.67e-010.1149
638BIKP16T-EHumanEsophagusESCC4.33e-244.80e-010.1153
638BIKP17T-EHumanEsophagusESCC4.06e-126.34e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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
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
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:003133425EsophagusHGINpositive regulation of protein-containing complex assembly61/2587237/187237.10e-073.00e-0561
GO:001082119EsophagusHGINregulation of mitochondrion organization42/2587144/187231.20e-064.68e-0542
GO:004325427EsophagusHGINregulation of protein-containing complex assembly94/2587428/187232.39e-068.55e-0594
GO:000863720EsophagusHGINapoptotic mitochondrial changes33/2587107/187234.32e-061.42e-0433
GO:000183618EsophagusHGINrelease of cytochrome c from mitochondria21/258759/187232.14e-055.72e-0421
GO:00901998EsophagusHGINregulation of release of cytochrome c from mitochondria18/258748/187233.67e-059.22e-0418
GO:00108228EsophagusHGINpositive regulation of mitochondrion organization20/258774/187232.00e-032.12e-0220
GO:006145819EsophagusHGINreproductive system development78/2587427/187235.53e-034.52e-0278
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:0010821110EsophagusESCCregulation of mitochondrion organization107/8552144/187232.31e-129.41e-11107
GO:0008637110EsophagusESCCapoptotic mitochondrial changes83/8552107/187231.43e-115.08e-1083
GO:001082215EsophagusESCCpositive regulation of mitochondrion organization58/855274/187238.55e-091.73e-0758
GO:000183619EsophagusESCCrelease of cytochrome c from mitochondria47/855259/187239.02e-081.51e-0647
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:009019914EsophagusESCCregulation of release of cytochrome c from mitochondria38/855248/187232.11e-062.43e-0538
GO:00902004EsophagusESCCpositive regulation of release of cytochrome c from mitochondria22/855228/187233.95e-042.26e-0322
GO:004325422LiverHCCregulation of protein-containing complex assembly264/7958428/187235.47e-164.39e-14264
GO:003133412LiverHCCpositive regulation of protein-containing complex assembly150/7958237/187237.35e-112.63e-09150
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa015227EsophagusESCCEndocrine resistance63/420598/84652.38e-036.58e-033.37e-0363
hsa0152215EsophagusESCCEndocrine resistance63/420598/84652.38e-036.58e-033.37e-0363
hsa01522LiverHCCEndocrine resistance58/402098/84651.28e-023.19e-021.78e-0258
hsa015221LiverHCCEndocrine resistance58/402098/84651.28e-023.19e-021.78e-0258
hsa015226Oral cavityOSCCEndocrine resistance63/370498/84653.09e-051.31e-046.67e-0563
hsa0152214Oral cavityOSCCEndocrine resistance63/370498/84653.09e-051.31e-046.67e-0563
hsa015224ProstateBPHEndocrine resistance34/171898/84655.96e-042.98e-031.85e-0334
hsa0152213ProstateBPHEndocrine resistance34/171898/84655.96e-042.98e-031.85e-0334
hsa0152221ProstateTumorEndocrine resistance37/179198/84651.17e-047.42e-044.60e-0437
hsa0152231ProstateTumorEndocrine resistance37/179198/84651.17e-047.42e-044.60e-0437
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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
BIKSNVMissense_Mutationrs532663391c.400N>Ap.Glu134Lysp.E134KQ13323protein_codingtolerated(0.83)benign(0.003)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
BIKSNVMissense_Mutationrs4988415c.55N>Ap.Glu19Lysp.E19KQ13323protein_codingdeleterious(0.02)possibly_damaging(0.549)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BIKSNVMissense_Mutationnovelc.427N>Ap.Leu143Metp.L143MQ13323protein_codingtolerated_low_confidence(0.19)benign(0.245)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BIKSNVMissense_Mutationc.94N>Cp.Met32Leup.M32LQ13323protein_codingtolerated(0.47)benign(0)TCGA-AX-A0IS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinPD
BIKSNVMissense_Mutationnovelc.184G>Ap.Ala62Thrp.A62TQ13323protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
BIKSNVMissense_Mutationnovelc.115N>Ap.Leu39Metp.L39MQ13323protein_codingtolerated(0.07)possibly_damaging(0.486)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BIKSNVMissense_Mutationrs545742731c.283N>Ap.Asp95Asnp.D95NQ13323protein_codingtolerated(0.91)benign(0.01)TCGA-BS-A0TC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BIKSNVMissense_Mutationrs532663391c.400N>Ap.Glu134Lysp.E134KQ13323protein_codingtolerated(0.83)benign(0.003)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BIKSNVMissense_Mutationnovelc.324N>Ap.Met108Ilep.M108IQ13323protein_codingtolerated(0.69)benign(0)TCGA-DQ-7591-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapytaxolSD
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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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