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: CAMSAP1

Gene summary for CAMSAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CAMSAP1

Gene ID

157922

Gene namecalmodulin regulated spectrin associated protein 1
Gene AliasCAMSAP1
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q5T5Y3


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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
157922CAMSAP1CCI_1HumanCervixCC1.75e-024.98e-010.528
157922CAMSAP1CCI_2HumanCervixCC1.52e-091.19e+000.5249
157922CAMSAP1CCI_3HumanCervixCC3.52e-076.46e-010.516
157922CAMSAP1C04HumanOral cavityOSCC2.27e-031.40e-010.2633
157922CAMSAP1C21HumanOral cavityOSCC1.99e-072.93e-010.2678
157922CAMSAP1C30HumanOral cavityOSCC9.90e-218.54e-010.3055
157922CAMSAP1C38HumanOral cavityOSCC5.68e-033.64e-010.172
157922CAMSAP1C43HumanOral cavityOSCC2.88e-042.05e-010.1704
157922CAMSAP1C46HumanOral cavityOSCC4.47e-103.12e-010.1673
157922CAMSAP1C51HumanOral cavityOSCC1.68e-042.90e-010.2674
157922CAMSAP1C57HumanOral cavityOSCC4.38e-123.47e-010.1679
157922CAMSAP1C06HumanOral cavityOSCC7.34e-035.64e-010.2699
157922CAMSAP1C09HumanOral cavityOSCC2.31e-084.05e-010.1431
157922CAMSAP1LN22HumanOral cavityOSCC1.17e-068.43e-010.1733
157922CAMSAP1LN46HumanOral cavityOSCC6.12e-054.06e-010.1666
157922CAMSAP1SYSMH1HumanOral cavityOSCC1.71e-022.41e-010.1127
157922CAMSAP1SYSMH3HumanOral cavityOSCC5.81e-032.41e-010.2442
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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
∗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:002260410CervixCCregulation of cell morphogenesis84/2311309/187231.00e-124.29e-1084
GO:190290310CervixCCregulation of supramolecular fiber organization92/2311383/187231.49e-102.48e-0892
GO:004325410CervixCCregulation of protein-containing complex assembly96/2311428/187232.91e-093.05e-0796
GO:005125810CervixCCprotein polymerization70/2311297/187235.20e-083.11e-0670
GO:003227110CervixCCregulation of protein polymerization57/2311233/187232.37e-071.03e-0557
GO:19029048CervixCCnegative regulation of supramolecular fiber organization40/2311167/187232.39e-054.17e-0440
GO:002241110CervixCCcellular component disassembly83/2311443/187236.04e-058.68e-0483
GO:00106399CervixCCnegative regulation of organelle organization68/2311348/187237.40e-051.03e-0368
GO:00514948CervixCCnegative regulation of cytoskeleton organization37/2311163/187231.57e-041.88e-0337
GO:00705074CervixCCregulation of microtubule cytoskeleton organization32/2311148/187231.02e-038.51e-0332
GO:00311134CervixCCregulation of microtubule polymerization15/231155/187232.14e-031.54e-0215
GO:00467853CervixCCmicrotubule polymerization19/231183/187235.25e-033.08e-0219
GO:00329847CervixCCprotein-containing complex disassembly41/2311224/187236.13e-033.48e-0241
GO:00311224CervixCCcytoplasmic microtubule organization14/231156/187236.93e-033.74e-0214
GO:0031111CervixCCnegative regulation of microtubule polymerization or depolymerization11/231140/187237.54e-034.02e-0211
GO:00311101CervixCCregulation of microtubule polymerization or depolymerization19/231188/187231.01e-024.91e-0219
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:004325420Oral cavityOSCCregulation of protein-containing complex assembly255/7305428/187232.94e-183.15e-16255
GO:003298410Oral cavityOSCCprotein-containing complex disassembly136/7305224/187233.42e-111.13e-09136
GO:190290320Oral cavityOSCCregulation of supramolecular fiber organization211/7305383/187239.45e-112.88e-09211
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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
CAMSAP1SNVMissense_Mutationc.3921N>Tp.Gln1307Hisp.Q1307HQ5T5Y3protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CAMSAP1SNVMissense_Mutationrs371105586c.1522N>Gp.Ile508Valp.I508VQ5T5Y3protein_codingtolerated(0.67)benign(0.015)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
CAMSAP1SNVMissense_Mutationnovelc.3525N>Ap.Ser1175Argp.S1175RQ5T5Y3protein_codingtolerated(0.11)possibly_damaging(0.677)TCGA-A8-A08Z-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CAMSAP1SNVMissense_Mutationrs754356280c.3575N>Tp.Ser1192Leup.S1192LQ5T5Y3protein_codingtolerated(0.06)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP1SNVMissense_Mutationc.2417N>Ap.Ser806Tyrp.S806YQ5T5Y3protein_codingdeleterious(0)possibly_damaging(0.642)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP1SNVMissense_Mutationc.1688N>Tp.Ser563Leup.S563LQ5T5Y3protein_codingtolerated(0.06)benign(0.115)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP1SNVMissense_Mutationc.704N>Tp.Ser235Leup.S235LQ5T5Y3protein_codingtolerated(1)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP1SNVMissense_Mutationrs765690752c.307G>Ap.Ala103Thrp.A103TQ5T5Y3protein_codingtolerated(0.28)benign(0.006)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CAMSAP1SNVMissense_Mutationc.1732G>Ap.Gly578Argp.G578RQ5T5Y3protein_codingtolerated(0.58)benign(0)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
CAMSAP1SNVMissense_Mutationc.1550N>Tp.Pro517Leup.P517LQ5T5Y3protein_codingtolerated(0.23)benign(0.282)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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