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: BICC1

Gene summary for BICC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BICC1

Gene ID

80114

Gene nameBicC family RNA binding protein 1
Gene AliasBICC
Cytomap10q21.1
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

Q9H694


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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
80114BICC1S42HumanLiverHCC9.49e-03-8.02e-01-0.0103
80114BICC1S43HumanLiverCirrhotic4.10e-18-2.11e-01-0.0187
80114BICC1HCC1_MengHumanLiverHCC1.64e-81-6.29e-010.0246
80114BICC1HCC2_MengHumanLiverHCC6.06e-28-7.23e-010.0107
80114BICC1cirrhotic1HumanLiverCirrhotic3.21e-26-4.02e-010.0202
80114BICC1cirrhotic2HumanLiverCirrhotic5.99e-233.31e-010.0201
80114BICC1cirrhotic3HumanLiverCirrhotic3.87e-20-1.05e-010.0215
80114BICC1p6HumanLiverCyst4.50e-06-8.63e-02-0.0218
80114BICC1HCC1HumanLiverHCC5.84e-072.00e+000.5336
80114BICC1HCC2HumanLiverHCC9.49e-101.88e+000.5341
80114BICC1HCC5HumanLiverHCC8.27e-16-8.02e-010.4932
80114BICC1Pt13.aHumanLiverHCC1.84e-25-7.41e-010.021
80114BICC1Pt13.bHumanLiverHCC3.73e-23-6.62e-010.0251
80114BICC1Pt13.cHumanLiverHCC1.76e-15-7.83e-010.0076
80114BICC1Pt14.aHumanLiverHCC7.03e-04-5.78e-010.0169
80114BICC1Pt14.bHumanLiverHCC6.38e-05-4.36e-010.018
80114BICC1Pt14.cHumanLiverHCC1.88e-02-6.59e-010.0054
80114BICC1Pt14.dHumanLiverHCC9.73e-16-5.93e-010.0143
80114BICC1S014HumanLiverHCC2.20e-16-7.58e-010.2254
80114BICC1S015HumanLiverHCC1.22e-11-7.50e-010.2375
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:001605511LiverCirrhoticWnt signaling pathway150/4634444/187239.75e-061.42e-04150
GO:019873811LiverCirrhoticcell-cell signaling by wnt150/4634446/187231.28e-051.80e-04150
GO:003011111LiverCirrhoticregulation of Wnt signaling pathway112/4634328/187237.57e-058.40e-04112
GO:006082811LiverCirrhoticregulation of canonical Wnt signaling pathway86/4634253/187235.70e-044.46e-0386
GO:006007011LiverCirrhoticcanonical Wnt signaling pathway97/4634303/187232.42e-031.46e-0297
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:003011121LiverHCCregulation of Wnt signaling pathway180/7958328/187233.62e-064.72e-05180
GO:006007021LiverHCCcanonical Wnt signaling pathway162/7958303/187237.00e-056.32e-04162
GO:006082821LiverHCCregulation of canonical Wnt signaling pathway137/7958253/187231.15e-049.70e-04137
GO:00016553LiverHCCurogenital system development170/7958338/187232.15e-031.08e-02170
GO:00018222LiverHCCkidney development148/7958293/187233.25e-031.49e-02148
GO:00720012LiverHCCrenal system development152/7958302/187233.45e-031.56e-02152
GO:00160556LungIACWnt signaling pathway95/2061444/187231.13e-102.80e-0895
GO:01987386LungIACcell-cell signaling by wnt95/2061446/187231.46e-103.48e-0895
GO:00301116LungIACregulation of Wnt signaling pathway74/2061328/187231.14e-092.05e-0774
GO:00608286LungIACregulation of canonical Wnt signaling pathway54/2061253/187231.25e-066.46e-0554
GO:00600706LungIACcanonical Wnt signaling pathway61/2061303/187232.09e-069.45e-0561
GO:00016554LungIACurogenital system development59/2061338/187232.27e-043.93e-0359
GO:00301783LungIACnegative regulation of Wnt signaling pathway32/2061170/187231.68e-031.76e-0232
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
BICC1SNVMissense_Mutationc.1214N>Cp.Leu405Serp.L405SQ9H694protein_codingtolerated(0.45)possibly_damaging(0.558)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
BICC1SNVMissense_Mutationc.1080N>Ap.Met360Ilep.M360IQ9H694protein_codingtolerated(0.33)benign(0.001)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
BICC1SNVMissense_Mutationc.1936A>Tp.Met646Leup.M646LQ9H694protein_codingtolerated(0.21)benign(0)TCGA-D8-A143-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BICC1SNVMissense_Mutationc.664G>Ap.Asp222Asnp.D222NQ9H694protein_codingdeleterious(0.01)possibly_damaging(0.877)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
BICC1SNVMissense_Mutationc.1135N>Ap.Asp379Asnp.D379NQ9H694protein_codingtolerated(0.06)probably_damaging(0.989)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BICC1SNVMissense_Mutationc.1935G>Cp.Gln645Hisp.Q645HQ9H694protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
BICC1SNVMissense_Mutationnovelc.2117N>Ap.Ala706Glup.A706EQ9H694protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-OL-A66N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BICC1SNVMissense_Mutationnovelc.2863G>Tp.Ala955Serp.A955SQ9H694protein_codingdeleterious(0.01)benign(0.223)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BICC1SNVMissense_Mutationc.2302N>Tp.Pro768Serp.P768SQ9H694protein_codingdeleterious(0)probably_damaging(0.996)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
BICC1SNVMissense_Mutationrs757528583c.2491G>Ap.Ala831Thrp.A831TQ9H694protein_codingtolerated(0.46)benign(0)TCGA-C5-A7X8-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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