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: CAMSAP2

Gene summary for CAMSAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CAMSAP2

Gene ID

23271

Gene namecalmodulin regulated spectrin associated protein family member 2
Gene AliasCAMSAP1L1
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

B3KTI4


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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
23271CAMSAP2CCI_1HumanCervixCC5.64e-141.60e+000.528
23271CAMSAP2CCI_3HumanCervixCC1.39e-148.84e-010.516
23271CAMSAP2LZE4THumanEsophagusESCC7.57e-091.89e-010.0811
23271CAMSAP2LZE24THumanEsophagusESCC2.93e-044.35e-020.0596
23271CAMSAP2LZE21THumanEsophagusESCC8.90e-061.78e-010.0655
23271CAMSAP2P1T-EHumanEsophagusESCC1.04e-021.73e-010.0875
23271CAMSAP2P2T-EHumanEsophagusESCC2.12e-131.61e-010.1177
23271CAMSAP2P4T-EHumanEsophagusESCC2.46e-081.78e-010.1323
23271CAMSAP2P5T-EHumanEsophagusESCC2.11e-163.51e-010.1327
23271CAMSAP2P8T-EHumanEsophagusESCC5.56e-122.50e-010.0889
23271CAMSAP2P9T-EHumanEsophagusESCC3.11e-072.81e-010.1131
23271CAMSAP2P10T-EHumanEsophagusESCC3.81e-241.97e-010.116
23271CAMSAP2P11T-EHumanEsophagusESCC2.48e-063.29e-010.1426
23271CAMSAP2P12T-EHumanEsophagusESCC4.41e-091.05e-010.1122
23271CAMSAP2P15T-EHumanEsophagusESCC3.36e-061.96e-010.1149
23271CAMSAP2P16T-EHumanEsophagusESCC1.62e-206.42e-020.1153
23271CAMSAP2P17T-EHumanEsophagusESCC3.50e-022.92e-020.1278
23271CAMSAP2P19T-EHumanEsophagusESCC2.39e-031.36e-010.1662
23271CAMSAP2P20T-EHumanEsophagusESCC1.61e-104.11e-020.1124
23271CAMSAP2P21T-EHumanEsophagusESCC4.60e-246.42e-010.1617
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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
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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: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:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00109757CervixCCregulation of neuron projection development88/2311445/187234.26e-061.09e-0488
GO:00615647CervixCCaxon development89/2311467/187231.71e-053.27e-0489
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:19033583CervixCCregulation of Golgi organization7/231117/187232.72e-031.85e-027
GO:00070304CervixCCGolgi organization32/2311157/187232.78e-031.87e-0232
GO:00467853CervixCCmicrotubule polymerization19/231183/187235.25e-033.08e-0219
GO:00329847CervixCCprotein-containing complex disassembly41/2311224/187236.13e-033.48e-0241
GO:00507733CervixCCregulation of dendrite development22/2311103/187236.75e-033.71e-0222
GO:00311224CervixCCcytoplasmic microtubule organization14/231156/187236.93e-033.74e-0214
GO:0031111CervixCCnegative regulation of microtubule polymerization or depolymerization11/231140/187237.54e-034.02e-0211
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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
CAMSAP2SNVMissense_Mutationc.2559N>Cp.Glu853Aspp.E853DQ08AD1protein_codingtolerated(0.23)benign(0.006)TCGA-A2-A0YD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CAMSAP2SNVMissense_Mutationc.2455N>Tp.Ala819Serp.A819SQ08AD1protein_codingtolerated(0.34)benign(0.012)TCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
CAMSAP2SNVMissense_Mutationc.779N>Tp.Ala260Valp.A260VQ08AD1protein_codingtolerated(0.06)benign(0.285)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CAMSAP2SNVMissense_Mutationc.2123T>Gp.Leu708Argp.L708RQ08AD1protein_codingdeleterious(0.01)possibly_damaging(0.527)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP2SNVMissense_Mutationc.2539G>Ap.Asp847Asnp.D847NQ08AD1protein_codingtolerated(0.42)benign(0.021)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP2SNVMissense_Mutationc.2722G>Cp.Glu908Glnp.E908QQ08AD1protein_codingtolerated(0.07)probably_damaging(0.982)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CAMSAP2SNVMissense_Mutationnovelc.110C>Tp.Ala37Valp.A37VQ08AD1protein_codingdeleterious(0.02)benign(0.057)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CAMSAP2SNVMissense_Mutationnovelc.226C>Ap.Leu76Ilep.L76IQ08AD1protein_codingdeleterious(0.03)benign(0.145)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CAMSAP2SNVMissense_Mutationc.1232T>Gp.Ile411Serp.I411SQ08AD1protein_codingdeleterious(0.05)probably_damaging(0.91)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CAMSAP2SNVMissense_Mutationnovelc.1976N>Tp.Gln659Leup.Q659LQ08AD1protein_codingtolerated(0.08)benign(0.013)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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