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: RGPD5

Gene summary for RGPD5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RGPD5

Gene ID

84220

Gene nameRANBP2 like and GRIP domain containing 5
Gene AliasBS-63
Cytomap2q13
Gene Typeprotein-coding
GO ID

GO:0006606

UniProtAcc

Q99666


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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
84220RGPD5HTA11_3410_2000001011HumanColorectumAD4.55e-091.88e-010.0155
84220RGPD5HTA11_2487_2000001011HumanColorectumSER4.68e-082.32e-01-0.1808
84220RGPD5HTA11_2951_2000001011HumanColorectumAD2.79e-074.41e-010.0216
84220RGPD5HTA11_1938_2000001011HumanColorectumAD3.84e-103.09e-01-0.0811
84220RGPD5HTA11_78_2000001011HumanColorectumAD6.85e-153.79e-01-0.1088
84220RGPD5HTA11_347_2000001011HumanColorectumAD1.18e-224.19e-01-0.1954
84220RGPD5HTA11_411_2000001011HumanColorectumSER4.01e-043.68e-01-0.2602
84220RGPD5HTA11_2112_2000001011HumanColorectumSER1.71e-033.07e-01-0.2196
84220RGPD5HTA11_3361_2000001011HumanColorectumAD2.57e-072.24e-01-0.1207
84220RGPD5HTA11_83_2000001011HumanColorectumSER7.35e-062.31e-01-0.1526
84220RGPD5HTA11_696_2000001011HumanColorectumAD9.02e-223.78e-01-0.1464
84220RGPD5HTA11_866_2000001011HumanColorectumAD4.02e-183.30e-01-0.1001
84220RGPD5HTA11_1391_2000001011HumanColorectumAD3.99e-163.55e-01-0.059
84220RGPD5HTA11_2992_2000001011HumanColorectumSER1.72e-052.87e-01-0.1706
84220RGPD5HTA11_5216_2000001011HumanColorectumSER3.34e-042.52e-01-0.1462
84220RGPD5HTA11_546_2000001011HumanColorectumAD1.56e-062.30e-01-0.0842
84220RGPD5HTA11_866_3004761011HumanColorectumAD5.92e-061.77e-010.096
84220RGPD5HTA11_4255_2000001011HumanColorectumSER3.40e-021.93e-010.0446
84220RGPD5HTA11_8622_2000001021HumanColorectumSER3.19e-021.62e-010.0528
84220RGPD5HTA11_10623_2000001011HumanColorectumAD8.98e-031.67e-01-0.0177
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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
∗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:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0006913ColorectumADnucleocytoplasmic transport102/3918301/187231.00e-074.85e-06102
GO:0051169ColorectumADnuclear transport102/3918301/187231.00e-074.85e-06102
GO:0034504ColorectumADprotein localization to nucleus94/3918290/187232.83e-068.09e-0594
GO:0017038ColorectumADprotein import67/3918206/187236.34e-051.05e-0367
GO:0051170ColorectumADimport into nucleus53/3918159/187231.76e-042.38e-0353
GO:0006606ColorectumADprotein import into nucleus51/3918155/187233.29e-043.86e-0351
GO:00725941ColorectumSERestablishment of protein localization to organelle111/2897422/187234.98e-094.49e-07111
GO:00069131ColorectumSERnucleocytoplasmic transport77/2897301/187233.39e-061.32e-0477
GO:00511691ColorectumSERnuclear transport77/2897301/187233.39e-061.32e-0477
GO:00345041ColorectumSERprotein localization to nucleus74/2897290/187235.74e-062.05e-0474
GO:00170381ColorectumSERprotein import49/2897206/187231.12e-031.29e-0249
GO:00511701ColorectumSERimport into nucleus38/2897159/187233.48e-032.95e-0238
GO:00066061ColorectumSERprotein import into nucleus36/2897155/187237.07e-034.98e-0236
GO:00725942ColorectumMSSestablishment of protein localization to organelle139/3467422/187235.75e-131.12e-10139
GO:00069132ColorectumMSSnucleocytoplasmic transport99/3467301/187231.35e-091.03e-0799
GO:00511692ColorectumMSSnuclear transport99/3467301/187231.35e-091.03e-0799
GO:00345042ColorectumMSSprotein localization to nucleus92/3467290/187233.66e-081.98e-0692
GO:00170382ColorectumMSSprotein import65/3467206/187234.28e-061.22e-0465
GO:00511702ColorectumMSSimport into nucleus52/3467159/187231.23e-052.87e-0452
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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
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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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