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: CALB1

Gene summary for CALB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CALB1

Gene ID

793

Gene namecalbindin 1
Gene AliasCALB
Cytomap8q21.3
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

P05937


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
793CALB1L1HumanCervixCC5.22e-207.09e-010.0802
793CALB1C04HumanOral cavityOSCC6.21e-033.40e-010.2633
793CALB1C38HumanOral cavityOSCC1.52e-051.14e+000.172
793CALB1C57HumanOral cavityOSCC7.19e-662.74e+000.1679
793CALB1LN38HumanOral cavityOSCC1.54e-034.85e-010.168
793CALB1SYSMH1HumanOral cavityOSCC8.75e-053.11e-010.1127
793CALB1SYSMH3HumanOral cavityOSCC8.81e-259.85e-010.2442
793CALB1ATC13HumanThyroidATC5.96e-085.71e-010.34
793CALB1ATC5HumanThyroidATC9.50e-145.97e-010.34
Page: 1 

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
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:00602498CervixCCanatomical structure homeostasis63/2311314/187236.03e-058.68e-0463
GO:00722341CervixCCmetanephric nephron tubule development7/231118/187233.99e-032.48e-027
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
GO:0001654CervixCCeye development62/2311371/187237.83e-034.13e-0262
GO:0048880CervixCCsensory system development63/2311381/187239.29e-034.66e-0263
GO:0072170CervixCCmetanephric tubule development7/231121/187231.04e-024.97e-027
GO:0072243CervixCCmetanephric nephron epithelium development7/231121/187231.04e-024.97e-027
GO:00016558Oral cavityOSCCurogenital system development160/7305338/187231.03e-035.31e-03160
GO:000182222ThyroidATCkidney development146/6293293/187235.81e-091.28e-07146
GO:000165522ThyroidATCurogenital system development164/6293338/187237.92e-091.70e-07164
GO:007200122ThyroidATCrenal system development149/6293302/187239.48e-091.99e-07149
GO:007207322ThyroidATCkidney epithelium development68/6293136/187235.50e-054.24e-0468
GO:007200614ThyroidATCnephron development69/6293142/187231.50e-041.04e-0369
GO:007216321ThyroidATCmesonephric epithelium development48/629392/187231.81e-041.22e-0348
GO:007216421ThyroidATCmesonephric tubule development48/629392/187231.81e-041.22e-0348
GO:000165721ThyroidATCureteric bud development47/629391/187232.85e-041.82e-0347
GO:000182321ThyroidATCmesonephros development49/629396/187233.08e-041.94e-0349
GO:00720097ThyroidATCnephron epithelium development54/6293109/187234.12e-042.49e-0354
GO:00609933ThyroidATCkidney morphogenesis47/629393/187235.40e-043.13e-0347
GO:00613265ThyroidATCrenal tubule development46/629394/187231.48e-037.52e-0346
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
CALB1SNVMissense_Mutationc.619N>Ap.Asp207Asnp.D207NP05937protein_codingdeleterious(0)probably_damaging(0.993)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CALB1SNVMissense_Mutationc.127C>Tp.Leu43Phep.L43FP05937protein_codingtolerated(0.31)benign(0.048)TCGA-IR-A3LB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CALB1SNVMissense_Mutationc.361N>Ap.Glu121Lysp.E121KP05937protein_codingtolerated(0.42)benign(0.307)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CALB1SNVMissense_Mutationnovelc.719C>Ap.Ala240Aspp.A240DP05937protein_codingtolerated(0.45)probably_damaging(0.997)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CALB1SNVMissense_Mutationc.258G>Tp.Glu86Aspp.E86DP05937protein_codingdeleterious(0)possibly_damaging(0.762)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CALB1SNVMissense_Mutationnovelc.581N>Ap.Ala194Aspp.A194DP05937protein_codingdeleterious(0.01)possibly_damaging(0.842)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CALB1SNVMissense_Mutationnovelc.137N>Tp.Ala46Valp.A46VP05937protein_codingdeleterious(0.02)possibly_damaging(0.557)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CALB1SNVMissense_Mutationrs374432228c.328N>Cp.Tyr110Hisp.Y110HP05937protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
CALB1SNVMissense_Mutationrs776145402c.746N>Ap.Arg249Glnp.R249QP05937protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CALB1SNVMissense_Mutationnovelc.766C>Ap.Leu256Ilep.L256IP05937protein_codingdeleterious(0.03)probably_damaging(0.96)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
Page: 1 2 3 4 

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
Page: 1