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: CISD2

Gene summary for CISD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CISD2

Gene ID

493856

Gene nameCDGSH iron sulfur domain 2
Gene AliasERIS
Cytomap4q24
Gene Typeprotein-coding
GO ID

GO:0000422

UniProtAcc

Q8N5K1


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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
493856CISD2HTA11_1938_2000001011HumanColorectumAD5.08e-033.15e-01-0.0811
493856CISD2HTA11_347_2000001011HumanColorectumAD9.59e-032.02e-01-0.1954
493856CISD2HTA11_1391_2000001011HumanColorectumAD2.48e-022.61e-01-0.059
493856CISD2HTA11_866_3004761011HumanColorectumAD5.49e-042.48e-010.096
493856CISD2HTA11_99999970781_79442HumanColorectumMSS2.23e-134.70e-010.294
493856CISD2HTA11_99999971662_82457HumanColorectumMSS2.20e-073.17e-010.3859
493856CISD2LZE4THumanEsophagusESCC3.39e-236.66e-010.0811
493856CISD2LZE7THumanEsophagusESCC3.18e-126.68e-010.0667
493856CISD2LZE8THumanEsophagusESCC1.64e-072.44e-010.067
493856CISD2LZE20THumanEsophagusESCC2.05e-092.47e-010.0662
493856CISD2LZE22THumanEsophagusESCC5.31e-045.68e-010.068
493856CISD2LZE24THumanEsophagusESCC5.05e-276.52e-010.0596
493856CISD2LZE6THumanEsophagusESCC5.09e-189.41e-010.0845
493856CISD2P1T-EHumanEsophagusESCC5.52e-053.05e-010.0875
493856CISD2P2T-EHumanEsophagusESCC3.24e-419.16e-010.1177
493856CISD2P4T-EHumanEsophagusESCC6.14e-651.43e+000.1323
493856CISD2P5T-EHumanEsophagusESCC4.48e-225.55e-010.1327
493856CISD2P8T-EHumanEsophagusESCC1.35e-234.53e-010.0889
493856CISD2P9T-EHumanEsophagusESCC1.97e-378.40e-010.1131
493856CISD2P10T-EHumanEsophagusESCC6.23e-306.82e-010.116
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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:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:1903008ColorectumADorganelle disassembly46/3918114/187231.81e-065.48e-0546
GO:0000422ColorectumADautophagy of mitochondrion35/391881/187234.94e-061.29e-0435
GO:0061726ColorectumADmitochondrion disassembly35/391881/187234.94e-061.29e-0435
GO:0007568ColorectumADaging98/3918339/187232.77e-043.39e-0398
GO:00224112ColorectumMSScellular component disassembly130/3467443/187231.44e-088.46e-07130
GO:00105062ColorectumMSSregulation of autophagy95/3467317/187234.36e-071.71e-0595
GO:00004222ColorectumMSSautophagy of mitochondrion33/346781/187232.70e-068.13e-0533
GO:00617262ColorectumMSSmitochondrion disassembly33/346781/187232.70e-068.13e-0533
GO:19030082ColorectumMSSorganelle disassembly42/3467114/187232.98e-068.91e-0542
GO:00075681ColorectumMSSaging90/3467339/187231.51e-042.19e-0390
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:190300816EsophagusESCCorganelle disassembly89/8552114/187231.36e-125.80e-1189
GO:000042217EsophagusESCCautophagy of mitochondrion63/855281/187233.41e-097.24e-0863
GO:006172617EsophagusESCCmitochondrion disassembly63/855281/187233.41e-097.24e-0863
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:00224117LiverCirrhoticcellular component disassembly182/4634443/187231.59e-141.54e-12182
GO:001050611LiverCirrhoticregulation of autophagy132/4634317/187232.17e-111.33e-09132
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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
CISD2SNVMissense_Mutationc.101C>Tp.Thr34Ilep.T34IQ8N5K1protein_codingtolerated(0.08)benign(0.117)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CISD2SNVMissense_Mutationnovelc.110N>Gp.Glu37Glyp.E37GQ8N5K1protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CISD2SNVMissense_Mutationc.317N>Tp.Thr106Metp.T106MQ8N5K1protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CISD2SNVMissense_Mutationrs753403300c.118N>Tp.Arg40Trpp.R40WQ8N5K1protein_codingdeleterious(0.01)benign(0.005)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
CISD2SNVMissense_Mutationrs753403300c.118C>Tp.Arg40Trpp.R40WQ8N5K1protein_codingdeleterious(0.01)benign(0.005)TCGA-B5-A0K2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVHormone TherapymegaceSD
CISD2SNVMissense_Mutationnovelc.70C>Tp.Pro24Serp.P24SQ8N5K1protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD2SNVMissense_Mutationc.326N>Tp.Ala109Valp.A109VQ8N5K1protein_codingtolerated(0.72)benign(0)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CISD2SNVMissense_Mutationnovelc.169C>Ap.Arg57Serp.R57SQ8N5K1protein_codingdeleterious(0.04)benign(0.118)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CISD2SNVMissense_Mutationnovelc.181C>Tp.Pro61Serp.P61SQ8N5K1protein_codingtolerated(0.06)benign(0.007)TCGA-NK-A5CT-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
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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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