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: BICDL2

Gene summary for BICDL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BICDL2

Gene ID

146439

Gene nameBICD family like cargo adaptor 2
Gene AliasBICDR-2
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A1A5D9


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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
146439BICDL2AEH-subject1HumanEndometriumAEH2.89e-284.73e-01-0.3059
146439BICDL2AEH-subject2HumanEndometriumAEH2.46e-286.16e-01-0.2525
146439BICDL2AEH-subject3HumanEndometriumAEH8.38e-184.09e-01-0.2576
146439BICDL2AEH-subject4HumanEndometriumAEH1.11e-123.32e-01-0.2657
146439BICDL2AEH-subject5HumanEndometriumAEH8.49e-102.07e-01-0.2953
146439BICDL2EEC-subject1HumanEndometriumEEC4.06e-071.98e-01-0.2682
146439BICDL2EEC-subject2HumanEndometriumEEC1.45e-377.25e-01-0.2607
146439BICDL2EEC-subject4HumanEndometriumEEC7.12e-132.96e-01-0.2571
146439BICDL2EEC-subject5HumanEndometriumEEC4.35e-173.13e-01-0.249
146439BICDL2GSM5276935HumanEndometriumEEC2.24e-163.09e-01-0.123
146439BICDL2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.01e-093.16e-01-0.1934
146439BICDL2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.51e-032.09e-01-0.1917
146439BICDL2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.47e-052.95e-01-0.1916
146439BICDL2GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.29e-021.12e-01-0.1269
146439BICDL2male-WTAHumanThyroidPTC1.29e-071.25e-010.1037
146439BICDL2PTC01HumanThyroidPTC4.25e-142.34e-010.1899
146439BICDL2PTC03HumanThyroidPTC4.84e-062.83e-010.1784
146439BICDL2PTC04HumanThyroidPTC4.42e-192.97e-010.1927
146439BICDL2PTC05HumanThyroidPTC1.80e-145.48e-010.2065
146439BICDL2PTC06HumanThyroidPTC1.32e-266.70e-010.2057
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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.

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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:00516568EndometriumAEHestablishment of organelle localization77/2100390/187234.89e-071.94e-0577
GO:00307058EndometriumAEHcytoskeleton-dependent intracellular transport38/2100195/187234.72e-044.91e-0338
GO:00516507EndometriumAEHestablishment of vesicle localization32/2100161/187238.99e-048.24e-0332
GO:00516487EndometriumAEHvesicle localization32/2100177/187234.33e-032.86e-0232
GO:005165613EndometriumEECestablishment of organelle localization75/2168390/187236.23e-061.49e-0475
GO:003070514EndometriumEECcytoskeleton-dependent intracellular transport39/2168195/187234.40e-044.58e-0339
GO:005165013EndometriumEECestablishment of vesicle localization31/2168161/187232.99e-032.10e-0231
GO:005165620ThyroidPTCestablishment of organelle localization193/5968390/187232.21e-131.15e-11193
GO:0030705111ThyroidPTCcytoskeleton-dependent intracellular transport104/5968195/187233.87e-101.24e-08104
GO:005165019ThyroidPTCestablishment of vesicle localization89/5968161/187236.38e-101.97e-0889
GO:005164817ThyroidPTCvesicle localization94/5968177/187233.54e-099.45e-0894
GO:00109709ThyroidPTCtransport along microtubule80/5968155/187232.48e-074.32e-0680
GO:00723848ThyroidPTCorganelle transport along microtubule47/596885/187236.61e-067.83e-0547
GO:00991115ThyroidPTCmicrotubule-based transport88/5968190/187232.08e-052.08e-0488
GO:00995187ThyroidPTCvesicle cytoskeletal trafficking38/596873/187232.69e-041.91e-0338
GO:00474963ThyroidPTCvesicle transport along microtubule24/596847/187234.79e-032.24e-0224
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa048142EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa048143EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
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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
BICDL2SNVMissense_Mutationrs779848180c.355N>Ap.Val119Metp.V119MA1A5D9protein_codingdeleterious(0.05)benign(0.035)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
BICDL2SNVMissense_Mutationc.1225G>Ap.Glu409Lysp.E409KA1A5D9protein_codingtolerated(0.05)benign(0.288)TCGA-C5-A7UC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BICDL2SNVMissense_Mutationc.337G>Ap.Glu113Lysp.E113KA1A5D9protein_codingdeleterious(0)probably_damaging(0.963)TCGA-EA-A3HR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BICDL2SNVMissense_Mutationc.1031N>Gp.Pro344Argp.P344RA1A5D9protein_codingtolerated(0.16)probably_damaging(0.931)TCGA-A6-2671-01Colorectumcolon adenocarcinomaMale>=65III/IVOther, specify in notesProtocol AMG 20060464studyPD
BICDL2SNVMissense_Mutationc.742C>Tp.Arg248Trpp.R248WA1A5D9protein_codingdeleterious(0.01)possibly_damaging(0.805)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
BICDL2SNVMissense_Mutationrs764724643c.590N>Tp.Thr197Metp.T197MA1A5D9protein_codingtolerated(0.13)benign(0.015)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
BICDL2SNVMissense_Mutationrs766741399c.662G>Ap.Arg221Glnp.R221QA1A5D9protein_codingtolerated(0.11)benign(0.06)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BICDL2SNVMissense_Mutationc.230A>Cp.Glu77Alap.E77AA1A5D9protein_codingdeleterious(0.01)benign(0.35)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BICDL2insertionFrame_Shift_Insrs769749885c.1032_1033insCp.Lys345GlnfsTer25p.K345Qfs*25A1A5D9protein_codingTCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BICDL2SNVMissense_Mutationrs554176594c.737N>Ap.Arg246Glnp.R246QA1A5D9protein_codingdeleterious(0.02)possibly_damaging(0.795)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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