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: CISD3

Gene summary for CISD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CISD3

Gene ID

284106

Gene nameCDGSH iron sulfur domain 3
Gene AliasMiNT
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

P0C7P0


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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
284106CISD3Pat12-BHumanStomachGC2.44e-212.88e-010.0325
284106CISD3Pat13-BHumanStomachGC5.04e-112.71e-010.0555
284106CISD3Pat15-BHumanStomachGC8.80e-173.08e-01-0.0778
284106CISD3Pat16-BHumanStomachGC1.08e-112.28e-010.1918
284106CISD3Pat17-BHumanStomachGC6.20e-113.07e-010.3109
284106CISD3Pat18-BHumanStomachGC6.75e-192.65e-01-0.0432
284106CISD3Pat19-BHumanStomachGC4.01e-142.33e-010.0826
284106CISD3Pat22-BHumanStomachGC1.03e-454.34e-01-0.1042
284106CISD3Pat24-BHumanStomachGC3.93e-153.45e-01-0.1184
284106CISD3Pat25-AHumanStomachCAG with IM1.05e-444.09e-01-0.1648
284106CISD3Pat26-AHumanStomachCSG2.21e-484.84e-01-0.2402
284106CISD3Pat28-AHumanStomachCSG1.35e-163.95e-01-0.2594
284106CISD3Pat29-AHumanStomachCAG with IM3.42e-196.25e-01-0.2769
284106CISD3CAG_3HumanStomachCAG6.87e-103.25e-01-0.2766
284106CISD3WIM_1HumanStomachWIM4.99e-053.86e-010.0335
284106CISD3WIM_2HumanStomachWIM6.59e-054.20e-010.1159
284106CISD3SIM_1HumanStomachSIM2.08e-043.09e-010.3573
284106CISD3SIM_2HumanStomachSIM1.01e-246.14e-010.3139
284106CISD3EGCHumanStomachGC2.54e-022.87e-010.1683
284106CISD3male-WTAHumanThyroidPTC4.49e-169.31e-020.1037
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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
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00516047BreastPrecancerprotein maturation28/1080294/187236.45e-034.50e-0228
GO:005160413BreastIDCprotein maturation35/1434294/187236.18e-034.40e-0235
GO:005160422BreastDCISprotein maturation34/1390294/187236.72e-034.66e-0234
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00516042ColorectumMSSprotein maturation75/3467294/187231.70e-031.53e-0275
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:009742811EsophagusESCCprotein maturation by iron-sulfur cluster transfer14/855216/187236.78e-043.56e-0314
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:0097428Oral cavityOSCCprotein maturation by iron-sulfur cluster transfer11/730516/187231.56e-024.99e-0211
GO:005160416Oral cavityLPprotein maturation122/4623294/187231.37e-107.72e-09122
GO:00974281Oral cavityLPprotein maturation by iron-sulfur cluster transfer9/462316/187236.82e-033.94e-029
GO:00516049ProstateBPHprotein maturation80/3107294/187232.64e-064.23e-0580
GO:005160415ProstateTumorprotein maturation81/3246294/187237.58e-061.13e-0481
GO:005160419SkincSCCprotein maturation117/4864294/187231.27e-072.93e-06117
GO:00974283SkincSCCprotein maturation by iron-sulfur cluster transfer9/486416/187239.73e-034.31e-029
GO:00516045StomachGCprotein maturation34/1159294/187233.35e-045.33e-0334
GO:005160411StomachCAG with IMprotein maturation31/1050294/187235.57e-048.22e-0331
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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
CISD3SNVMissense_Mutationnovelc.80N>Tp.Trp27Leup.W27LP0C7P0protein_codingdeleterious(0.04)probably_damaging(0.986)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
CISD3SNVMissense_Mutationrs755126040c.128N>Cp.Leu43Prop.L43PP0C7P0protein_codingtolerated(0.29)benign(0.291)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CISD3SNVMissense_Mutationnovelc.118N>Cp.Val40Leup.V40LP0C7P0protein_codingtolerated(0.09)benign(0.042)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
CISD3SNVMissense_Mutationnovelc.200N>Cp.Lys67Thrp.K67TP0C7P0protein_codingtolerated(0.11)possibly_damaging(0.883)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD3SNVMissense_Mutationnovelc.332N>Tp.Gly111Valp.G111VP0C7P0protein_codingdeleterious(0)probably_damaging(1)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD3insertionFrame_Shift_Insnovelc.186_187dupTGp.Gly63ValfsTer83p.G63Vfs*83P0C7P0protein_codingTCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
CISD3SNVMissense_Mutationnovelc.143A>Cp.Lys48Thrp.K48TP0C7P0protein_codingdeleterious(0)possibly_damaging(0.598)TCGA-RC-A7SB-01Liverliver hepatocellular carcinomaMale<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
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