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: BICD1

Gene summary for BICD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BICD1

Gene ID

636

Gene nameBICD cargo adaptor 1
Gene AliasBICD
Cytomap12p11.21
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q96G01


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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
636BICD1HTA11_1391_2000001011HumanColorectumAD3.29e-055.53e-01-0.059
636BICD1HTA11_7696_3000711011HumanColorectumAD2.94e-063.01e-010.0674
636BICD1HTA11_99999965062_69753HumanColorectumMSI-H3.88e-061.25e+000.3487
636BICD1HTA11_99999974143_84620HumanColorectumMSS1.95e-032.81e-010.3005
636BICD1A002-C-203HumanColorectumFAP5.56e-034.10e-010.2786
636BICD1CRC-1-8810HumanColorectumCRC4.42e-064.55e-010.6257
636BICD1AEH-subject1HumanEndometriumAEH1.55e-297.17e-01-0.3059
636BICD1AEH-subject2HumanEndometriumAEH5.14e-052.49e-01-0.2525
636BICD1EEC-subject1HumanEndometriumEEC9.66e-195.88e-01-0.2682
636BICD1EEC-subject3HumanEndometriumEEC1.46e-102.18e-01-0.2525
636BICD1EEC-subject5HumanEndometriumEEC1.35e-104.36e-01-0.249
636BICD1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.58e-08-3.37e-02-0.1869
636BICD1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.59e-07-4.26e-02-0.1875
636BICD1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.35e-11-6.70e-02-0.1883
636BICD1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC5.85e-10-2.08e-01-0.1934
636BICD1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.84e-12-1.98e-01-0.1917
636BICD1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC6.08e-13-1.51e-01-0.1916
636BICD1LZE4THumanEsophagusESCC1.15e-072.17e-010.0811
636BICD1LZE7THumanEsophagusESCC1.01e-063.90e-010.0667
636BICD1LZE20THumanEsophagusESCC4.34e-031.40e-010.0662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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
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:00301006LungIACregulation of endocytosis38/2061211/187231.54e-031.64e-0238
GO:0099111LungIACmicrotubule-based transport35/2061190/187231.55e-031.64e-0235
GO:19038298LungIACpositive regulation of cellular protein localization46/2061276/187232.74e-032.50e-0246
GO:00340634LungIACstress granule assembly8/206126/187235.38e-034.03e-028
GO:00109704LungIACtransport along microtubule28/2061155/187235.72e-034.18e-0228
GO:0034453LungIACmicrotubule anchoring8/206127/187236.91e-034.75e-028
GO:001603213LungAISviral process85/1849415/187234.74e-111.95e-0885
GO:000689812LungAISreceptor-mediated endocytosis50/1849244/187234.47e-073.52e-0550
GO:003010012LungAISregulation of endocytosis40/1849211/187234.10e-051.23e-0340
GO:003070512LungAIScytoskeleton-dependent intracellular transport37/1849195/187237.68e-051.95e-0337
GO:004825912LungAISregulation of receptor-mediated endocytosis24/1849110/187231.54e-043.26e-0324
GO:007050712LungAISregulation of microtubule cytoskeleton organization28/1849148/187235.69e-048.89e-0328
GO:005165612LungAISestablishment of organelle localization59/1849390/187236.08e-049.24e-0359
GO:190382913LungAISpositive regulation of cellular protein localization43/1849276/187231.77e-032.01e-0243
GO:003406312LungAISstress granule assembly8/184926/187232.74e-032.75e-028
GO:00344531LungAISmicrotubule anchoring8/184927/187233.56e-033.35e-028
GO:00715395LungAISprotein localization to centrosome9/184933/187233.77e-033.51e-029
GO:00458075LungAISpositive regulation of endocytosis19/1849100/187233.90e-033.59e-0219
GO:00482605LungAISpositive regulation of receptor-mediated endocytosis12/184952/187234.05e-033.65e-0212
GO:19055085LungAISprotein localization to microtubule organizing center9/184935/187235.76e-034.81e-029
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa032509EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa0325014EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
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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
BICD1SNVMissense_Mutationc.316N>Gp.Leu106Valp.L106VQ96G01protein_codingtolerated(0.38)possibly_damaging(0.468)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BICD1SNVMissense_Mutationc.751N>Cp.Glu251Glnp.E251QQ96G01protein_codingdeleterious(0.01)possibly_damaging(0.809)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BICD1SNVMissense_Mutationc.1861G>Cp.Glu621Glnp.E621QQ96G01protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
BICD1deletionFrame_Shift_Delnovelc.1190delNp.Asp398ThrfsTer16p.D398Tfs*16Q96G01protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
BICD1SNVMissense_Mutationrs756217437c.490N>Tp.Arg164Trpp.R164WQ96G01protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BICD1SNVMissense_Mutationc.1958N>Cp.Arg653Thrp.R653TQ96G01protein_codingdeleterious(0)possibly_damaging(0.572)TCGA-EK-A2RB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BICD1SNVMissense_Mutationrs757213231c.2792N>Tp.Pro931Leup.P931LQ96G01protein_codingtolerated_low_confidence(0.06)benign(0.198)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
BICD1SNVMissense_Mutationc.58C>Ap.Leu20Ilep.L20IQ96G01protein_codingdeleterious(0)probably_damaging(0.952)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BICD1SNVMissense_Mutationc.1813N>Gp.Thr605Alap.T605AQ96G01protein_codingtolerated(0.56)benign(0.009)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
BICD1SNVMissense_Mutationc.2528N>Cp.Gln843Prop.Q843PQ96G01protein_codingtolerated_low_confidence(0.1)benign(0.374)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=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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