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: RNA28S5

Gene summary for RNA28S5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNA28S5

Gene ID

110255168

Gene nameRNA, 28S ribosomal 5
Gene AliasRN28S1
Cytomap22p12
Gene TyperRNA
GO ID

NA

UniProtAcc

NA


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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
110255168RNA28S5GSM5353215_PA_AUG_PB_1B_S2HumanProstateTumor1.17e-382.41e+000.1557
110255168RNA28S5GSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor6.44e-332.12e+000.159
110255168RNA28S5GSM5353217_PA_PB1A_Pool_2_S107_L004HumanProstateTumor2.82e-222.14e+000.156
110255168RNA28S5GSM5353218_PA_PB1B_Pool_1_2_S74_L003HumanProstateTumor6.89e-312.35e+000.1479
110255168RNA28S5GSM5353220_PA_PB1B_Pool_3_S51_L002HumanProstateTumor6.44e-332.27e+000.1531
110255168RNA28S5GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor5.01e-812.13e+000.1633
110255168RNA28S5GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor1.88e-992.11e+000.1608
110255168RNA28S5GSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor6.11e-642.10e+000.1604
110255168RNA28S5GSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor3.54e-762.20e+000.1621
110255168RNA28S5GSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor5.57e-482.22e+000.1619
110255168RNA28S5GSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor3.72e-362.24e+000.159
110255168RNA28S5GSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor3.15e-812.26e+000.1602
110255168RNA28S5GSM5353228_PA_PR5199-640K_Pool_1_3_S108_L004HumanProstateTumor1.40e-181.92e+000.1537
110255168RNA28S5GSM5353232_PA_PR5249_T1_S3_L001HumanProstateTumor3.25e-171.85e+000.1439
110255168RNA28S5GSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor1.05e-502.30e+000.1608
110255168RNA28S5GSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor3.72e-362.26e+000.1622
110255168RNA28S5GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor1.08e-1012.14e+000.1575
110255168RNA28S5GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor1.24e-701.81e+000.1545
110255168RNA28S5GSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor4.42e-882.21e+000.1569
110255168RNA28S5GSM5353247_PA_PR5269_3_S27_L002HumanProstateTumor5.41e-182.04e+000.1532
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
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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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