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: CASD1

Gene summary for CASD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CASD1

Gene ID

64921

Gene nameCAS1 domain containing 1
Gene AliasC7orf12
Cytomap7q21.3
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q8WZ77


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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
64921CASD1A018-E-020HumanColorectumFAP2.19e-17-5.13e-01-0.2034
64921CASD1F034HumanColorectumFAP2.18e-20-4.46e-01-0.0665
64921CASD1F072BHumanColorectumFAP4.51e-03-1.44e-010.257
64921CASD1CRC-3-11773HumanColorectumCRC2.11e-16-5.25e-010.2564
64921CASD1HCC1_MengHumanLiverHCC9.54e-273.00e-020.0246
64921CASD1HCC2_MengHumanLiverHCC1.18e-085.24e-020.0107
64921CASD1HCC1HumanLiverHCC2.04e-033.31e+000.5336
64921CASD1HCC2HumanLiverHCC4.78e-041.87e+000.5341
64921CASD1HTA12-15-2HumanPancreasPDAC6.47e-034.73e-010.2315
64921CASD1HTA12-25-1HumanPancreasPDAC3.81e-024.81e-010.313
64921CASD1HTA12-26-1HumanPancreasPDAC1.61e-137.00e-010.3728
64921CASD1HTA12-29-1HumanPancreasPDAC2.08e-306.78e-010.3722
64921CASD1male-WTAHumanThyroidPTC1.69e-181.55e-010.1037
64921CASD1PTC01HumanThyroidPTC1.51e-066.22e-020.1899
64921CASD1PTC03HumanThyroidPTC3.38e-031.95e-010.1784
64921CASD1PTC04HumanThyroidPTC8.27e-223.28e-010.1927
64921CASD1PTC05HumanThyroidPTC2.67e-166.23e-010.2065
64921CASD1PTC06HumanThyroidPTC4.59e-307.02e-010.2057
64921CASD1PTC07HumanThyroidPTC2.12e-314.88e-010.2044
64921CASD1ATC12HumanThyroidATC5.84e-093.76e-020.34
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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
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
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
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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
CASD1SNVMissense_Mutationnovelc.51N>Ap.Phe17Leup.F17LQ96PB1protein_codingtolerated(0.29)benign(0.074)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CASD1SNVMissense_Mutationnovelc.183G>Tp.Glu61Aspp.E61DQ96PB1protein_codingtolerated(1)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CASD1SNVMissense_Mutationrs761691839c.1291N>Gp.Thr431Alap.T431AQ96PB1protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-EW-A1PH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CASD1SNVMissense_Mutationc.100N>Tp.Ala34Serp.A34SQ96PB1protein_codingtolerated(0.2)benign(0)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CASD1SNVMissense_Mutationc.1615A>Cp.Ile539Leup.I539LQ96PB1protein_codingtolerated(0.51)benign(0)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CASD1SNVMissense_Mutationnovelc.1872N>Tp.Gln624Hisp.Q624HQ96PB1protein_codingtolerated(0.15)probably_damaging(0.983)TCGA-VS-AA62-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CASD1SNVMissense_Mutationrs780697479c.1486N>Tp.Arg496Cysp.R496CQ96PB1protein_codingdeleterious(0)probably_damaging(0.92)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
CASD1SNVMissense_Mutationnovelc.965T>Cp.Leu322Serp.L322SQ96PB1protein_codingtolerated(0.09)benign(0.007)TCGA-AA-3814-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CASD1SNVMissense_Mutationc.1375N>Tp.His459Tyrp.H459YQ96PB1protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CASD1SNVMissense_Mutationnovelc.1106A>Cp.Gln369Prop.Q369PQ96PB1protein_codingtolerated(0.19)benign(0.266)TCGA-AA-3984-01Colorectumcolon 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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