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: CIAO2A

Gene summary for CIAO2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CIAO2A

Gene ID

84191

Gene namecytosolic iron-sulfur assembly component 2A
Gene AliasCIA2A
Cytomap15q22.31
Gene Typeprotein-coding
GO ID

GO:0006790

UniProtAcc

Q9H5X1


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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
84191CIAO2AHTA11_3410_2000001011HumanColorectumAD5.48e-163.20e-010.0155
84191CIAO2AHTA11_2487_2000001011HumanColorectumSER2.17e-113.40e-01-0.1808
84191CIAO2AHTA11_2951_2000001011HumanColorectumAD3.34e-043.08e-010.0216
84191CIAO2AHTA11_1938_2000001011HumanColorectumAD8.28e-256.66e-01-0.0811
84191CIAO2AHTA11_78_2000001011HumanColorectumAD2.26e-144.04e-01-0.1088
84191CIAO2AHTA11_347_2000001011HumanColorectumAD4.01e-417.15e-01-0.1954
84191CIAO2AHTA11_411_2000001011HumanColorectumSER1.20e-076.61e-01-0.2602
84191CIAO2AHTA11_2112_2000001011HumanColorectumSER1.08e-065.59e-01-0.2196
84191CIAO2AHTA11_3361_2000001011HumanColorectumAD4.26e-134.28e-01-0.1207
84191CIAO2AHTA11_83_2000001011HumanColorectumSER2.45e-186.26e-01-0.1526
84191CIAO2AHTA11_696_2000001011HumanColorectumAD1.38e-304.99e-01-0.1464
84191CIAO2AHTA11_866_2000001011HumanColorectumAD1.63e-224.25e-01-0.1001
84191CIAO2AHTA11_1391_2000001011HumanColorectumAD2.00e-276.11e-01-0.059
84191CIAO2AHTA11_2992_2000001011HumanColorectumSER2.24e-145.26e-01-0.1706
84191CIAO2AHTA11_5212_2000001011HumanColorectumAD1.91e-115.15e-01-0.2061
84191CIAO2AHTA11_5216_2000001011HumanColorectumSER3.22e-053.08e-01-0.1462
84191CIAO2AHTA11_546_2000001011HumanColorectumAD1.74e-134.28e-01-0.0842
84191CIAO2AHTA11_9341_2000001011HumanColorectumSER1.86e-064.03e-01-0.00410000000000005
84191CIAO2AHTA11_7862_2000001011HumanColorectumAD1.38e-124.82e-01-0.0179
84191CIAO2AHTA11_866_3004761011HumanColorectumAD5.18e-295.50e-010.096
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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
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00067901ColorectumSERsulfur compound metabolic process73/2897339/187231.75e-031.81e-0273
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:00070593EsophagusHGINchromosome segregation71/2587346/187233.47e-045.62e-0371
GO:00974282EsophagusHGINprotein maturation by iron-sulfur cluster transfer8/258716/187236.00e-048.41e-038
GO:00162263EsophagusHGINiron-sulfur cluster assembly10/258726/187231.60e-031.79e-0210
GO:00311633EsophagusHGINmetallo-sulfur cluster assembly10/258726/187231.60e-031.79e-0210
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:001622611EsophagusESCCiron-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:003116311EsophagusESCCmetallo-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:009742811EsophagusESCCprotein maturation by iron-sulfur cluster transfer14/855216/187236.78e-043.56e-0314
GO:00516045StomachGCprotein maturation34/1159294/187233.35e-045.33e-0334
GO:00067903StomachGCsulfur compound metabolic process35/1159339/187232.10e-032.10e-0235
GO:005160411StomachCAG with IMprotein maturation31/1050294/187235.57e-048.22e-0331
GO:005160421StomachCSGprotein maturation30/1034294/187239.05e-041.20e-0230
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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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