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: ROCR

Gene summary for ROCR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ROCR

Gene ID

102723505

Gene nameregulator of chondrogenesis RNA
Gene AliasLINC02095
Cytomap17q24.3
Gene TypencRNA
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
102723505ROCRGSM4909281HumanBreastIDC4.97e-266.28e-010.21
102723505ROCRGSM4909286HumanBreastIDC1.58e-387.08e-010.1081
102723505ROCRGSM4909299HumanBreastIDC9.12e-072.95e-010.035
102723505ROCRGSM4909305HumanBreastIDC1.47e-022.27e-010.0436
102723505ROCRDCIS2HumanBreastDCIS1.38e-543.19e-010.0085
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
∗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:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:00075969Oral cavityOSCCblood coagulation102/7305217/187239.69e-033.43e-02102
GO:00075999Oral cavityOSCChemostasis103/7305222/187231.45e-024.73e-02103
GO:00508179Oral cavityOSCCcoagulation103/7305222/187231.45e-024.73e-02103
GO:0042060110Oral cavityLPwound healing139/4623422/187237.10e-059.48e-04139
GO:004206026Oral cavityEOLPwound healing99/2218422/187231.18e-111.85e-0999
GO:005081715Oral cavityEOLPcoagulation43/2218222/187237.59e-046.09e-0343
GO:000759615Oral cavityEOLPblood coagulation42/2218217/187238.81e-046.76e-0342
GO:000759915Oral cavityEOLPhemostasis42/2218222/187231.40e-039.58e-0342
GO:0050878110Oral cavityEOLPregulation of body fluid levels63/2218379/187233.36e-031.94e-0263
GO:004206033Oral cavityNEOLPwound healing106/2005422/187231.93e-171.91e-14106
GO:005081722Oral cavityNEOLPcoagulation48/2005222/187231.51e-063.77e-0548
GO:000759621Oral cavityNEOLPblood coagulation47/2005217/187231.84e-064.44e-0547
GO:000759921Oral cavityNEOLPhemostasis47/2005222/187233.57e-067.85e-0547
GO:005087825Oral cavityNEOLPregulation of body fluid levels70/2005379/187233.62e-067.94e-0570
GO:00508184Oral cavityNEOLPregulation of coagulation16/200571/187232.95e-031.81e-0216
GO:004206029SkincSCCwound healing152/4864422/187232.66e-064.26e-05152
GO:004206034ThyroidATCwound healing210/6293422/187233.33e-121.37e-10210
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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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