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: CISD1

Gene summary for CISD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CISD1

Gene ID

55847

Gene nameCDGSH iron sulfur domain 1
Gene AliasC10orf70
Cytomap10q21.1
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

A0A024QZN7


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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
55847CISD1LZE8THumanEsophagusESCC6.41e-073.24e-010.067
55847CISD1LZE20THumanEsophagusESCC3.51e-112.38e-010.0662
55847CISD1LZE22D1HumanEsophagusHGIN5.89e-031.98e-010.0595
55847CISD1LZE24THumanEsophagusESCC8.04e-187.53e-010.0596
55847CISD1LZE21THumanEsophagusESCC3.36e-063.78e-010.0655
55847CISD1P2T-EHumanEsophagusESCC3.71e-113.24e-010.1177
55847CISD1P4T-EHumanEsophagusESCC4.15e-339.46e-010.1323
55847CISD1P5T-EHumanEsophagusESCC1.09e-247.65e-010.1327
55847CISD1P8T-EHumanEsophagusESCC6.13e-339.56e-010.0889
55847CISD1P9T-EHumanEsophagusESCC1.37e-114.77e-010.1131
55847CISD1P10T-EHumanEsophagusESCC5.42e-143.38e-010.116
55847CISD1P11T-EHumanEsophagusESCC2.85e-075.93e-010.1426
55847CISD1P12T-EHumanEsophagusESCC1.35e-022.73e-010.1122
55847CISD1P15T-EHumanEsophagusESCC6.80e-225.01e-010.1149
55847CISD1P16T-EHumanEsophagusESCC6.32e-164.13e-010.1153
55847CISD1P17T-EHumanEsophagusESCC2.37e-125.80e-010.1278
55847CISD1P19T-EHumanEsophagusESCC1.12e-038.51e-010.1662
55847CISD1P20T-EHumanEsophagusESCC1.72e-307.17e-010.1124
55847CISD1P21T-EHumanEsophagusESCC3.83e-461.29e+000.1617
55847CISD1P22T-EHumanEsophagusESCC1.97e-224.26e-010.1236
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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
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
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:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0045333ColorectumADcellular respiration119/3918230/187233.21e-254.02e-22119
GO:0015980ColorectumADenergy derivation by oxidation of organic compounds143/3918318/187232.78e-222.49e-19143
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0043467ColorectumADregulation of generation of precursor metabolites and energy49/3918130/187238.33e-061.99e-0449
GO:0043457ColorectumADregulation of cellular respiration20/391849/187231.23e-031.09e-0220
GO:00060914ColorectumFAPgeneration of precursor metabolites and energy128/2622490/187235.58e-134.28e-10128
GO:00159804ColorectumFAPenergy derivation by oxidation of organic compounds85/2622318/187231.36e-092.77e-0785
GO:00453334ColorectumFAPcellular respiration65/2622230/187231.13e-081.33e-0665
GO:00105063ColorectumFAPregulation of autophagy80/2622317/187236.43e-084.54e-0680
GO:00434674ColorectumFAPregulation of generation of precursor metabolites and energy34/2622130/187231.78e-042.64e-0334
GO:00105064ColorectumCRCregulation of autophagy62/2078317/187236.04e-062.35e-0462
GO:00060915ColorectumCRCgeneration of precursor metabolites and energy80/2078490/187232.55e-044.16e-0380
GO:000609120EsophagusHGINgeneration of precursor metabolites and energy145/2587490/187233.41e-202.04e-17145
GO:004533320EsophagusHGINcellular respiration86/2587230/187232.41e-191.20e-1686
GO:001598020EsophagusHGINenergy derivation by oxidation of organic compounds105/2587318/187231.16e-184.99e-16105
GO:001050616EsophagusHGINregulation of autophagy84/2587317/187231.39e-091.08e-0784
GO:004346718EsophagusHGINregulation of generation of precursor metabolites and energy34/2587130/187231.37e-042.76e-0334
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0045333110EsophagusESCCcellular respiration173/8552230/187234.53e-205.99e-18173
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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
CISD1SNVMissense_Mutationc.217N>Tp.Arg73Cysp.R73CQ9NZ45protein_codingdeleterious(0)probably_damaging(0.961)TCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
CISD1SNVMissense_Mutationrs769192686c.206N>Tp.Ala69Valp.A69VQ9NZ45protein_codingtolerated(0.07)possibly_damaging(0.859)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationnovelc.62C>Tp.Ala21Valp.A21VQ9NZ45protein_codingtolerated(0.14)benign(0.103)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationc.313A>Gp.Lys105Glup.K105EQ9NZ45protein_codingdeleterious(0.02)benign(0.146)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationnovelc.241N>Ap.Pro81Thrp.P81TQ9NZ45protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CISD1SNVMissense_Mutationc.251A>Gp.Asp84Glyp.D84GQ9NZ45protein_codingdeleterious(0.02)probably_damaging(0.94)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationnovelc.205G>Tp.Ala69Serp.A69SQ9NZ45protein_codingdeleterious(0.04)possibly_damaging(0.814)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationc.218G>Tp.Arg73Leup.R73LQ9NZ45protein_codingdeleterious(0)possibly_damaging(0.844)TCGA-L9-A444-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationc.103N>Cp.Tyr35Hisp.Y35HQ9NZ45protein_codingtolerated(0.2)possibly_damaging(0.827)TCGA-CG-4442-01Stomachstomach adenocarcinomaMale>=65I/IIUnknownUnknownSD
CISD1SNVMissense_Mutationrs568388348c.226N>Gp.Arg76Glyp.R76GQ9NZ45protein_codingdeleterious(0)probably_damaging(0.99)TCGA-HU-A4GH-01Stomachstomach adenocarcinomaMale>=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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