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: RCSD1

Gene summary for RCSD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RCSD1

Gene ID

92241

Gene nameRCSD domain containing 1
Gene AliasCAPZIP
Cytomap1q24.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

B7ZKW8


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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
92241RCSD1HCC1HumanLiverHCC1.67e-031.21e+000.5336
92241RCSD1HCC2HumanLiverHCC2.47e-111.28e+000.5341
92241RCSD1HCC5HumanLiverHCC6.08e-091.77e+000.4932
92241RCSD1Pt13.aHumanLiverHCC1.94e-071.87e-010.021
92241RCSD1Pt13.bHumanLiverHCC4.05e-102.39e-010.0251
92241RCSD1S014HumanLiverHCC1.05e-125.44e-010.2254
92241RCSD1S015HumanLiverHCC9.88e-084.29e-010.2375
92241RCSD1S016HumanLiverHCC2.36e-144.45e-010.2243
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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
∗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:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:00069702LiverHCCresponse to osmotic stress52/795884/187232.58e-041.92e-0352
GO:0071474LiverHCCcellular hyperosmotic response13/795815/187235.67e-043.61e-0313
GO:00714701LiverHCCcellular response to osmotic stress28/795841/187237.54e-044.55e-0328
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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
RCSD1SNVMissense_Mutationc.321N>Cp.Lys107Asnp.K107NQ6JBY9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
RCSD1SNVMissense_Mutationc.1157N>Tp.Gly386Valp.G386VQ6JBY9protein_codingdeleterious_low_confidence(0.01)benign(0.003)TCGA-AN-A0XS-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RCSD1insertionNonsense_Mutationnovelc.590_591insGCCGTCAGCAGGTCTCTAACCCTCTTCTCGGTGCGATTCATCTp.Ala198ProfsTer6p.A198Pfs*6Q6JBY9protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
RCSD1SNVMissense_Mutationc.674N>Ap.Gly225Glup.G225EQ6JBY9protein_codingtolerated(0.13)benign(0.001)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
RCSD1SNVMissense_Mutationc.412G>Ap.Glu138Lysp.E138KQ6JBY9protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
RCSD1SNVMissense_Mutationrs761266081c.215C>Tp.Ala72Valp.A72VQ6JBY9protein_codingtolerated(0.13)benign(0.055)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RCSD1SNVMissense_Mutationc.1058N>Tp.Pro353Leup.P353LQ6JBY9protein_codingdeleterious(0)benign(0.42)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RCSD1SNVMissense_Mutationc.761N>Tp.Ala254Valp.A254VQ6JBY9protein_codingtolerated(0.06)possibly_damaging(0.715)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RCSD1SNVMissense_Mutationc.17C>Tp.Ala6Valp.A6VQ6JBY9protein_codingdeleterious(0.02)benign(0.09)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
RCSD1deletionFrame_Shift_Delc.153delNp.Leu53CysfsTer6p.L53Cfs*6Q6JBY9protein_codingTCGA-AU-6004-01Colorectumcolon 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
92241RCSD1NAIMATINIBIMATINIB27125982
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