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: IBA57

Gene summary for IBA57

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IBA57

Gene ID

200205

Gene nameiron-sulfur cluster assembly factor IBA57
Gene AliasC1orf69
Cytomap1q42.13
Gene Typeprotein-coding
GO ID

GO:0006725

UniProtAcc

Q5T440


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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
200205IBA57HCC1_MengHumanLiverHCC3.58e-14-2.46e-020.0246
200205IBA57HCC1HumanLiverHCC7.09e-273.11e+000.5336
200205IBA57HCC2HumanLiverHCC1.84e-363.40e+000.5341
200205IBA57HCC5HumanLiverHCC2.13e-562.70e+000.4932
200205IBA57S015HumanLiverHCC1.98e-031.57e-010.2375
200205IBA57S016HumanLiverHCC1.78e-021.89e-010.2243
200205IBA57C04HumanOral cavityOSCC4.61e-094.14e-010.2633
200205IBA57C21HumanOral cavityOSCC5.54e-175.02e-010.2678
200205IBA57C30HumanOral cavityOSCC2.85e-156.52e-010.3055
200205IBA57C38HumanOral cavityOSCC9.34e-034.04e-010.172
200205IBA57C43HumanOral cavityOSCC2.00e-081.61e-010.1704
200205IBA57C46HumanOral cavityOSCC1.81e-082.48e-010.1673
200205IBA57C06HumanOral cavityOSCC1.28e-044.24e-010.2699
200205IBA57C08HumanOral cavityOSCC9.03e-101.87e-010.1919
200205IBA57C09HumanOral cavityOSCC2.94e-029.40e-020.1431
200205IBA57LN46HumanOral cavityOSCC1.40e-032.42e-010.1666
200205IBA57LP15HumanOral cavityLP1.16e-055.38e-010.2174
200205IBA57SYSMH2HumanOral cavityOSCC3.73e-031.40e-010.2326
200205IBA57SYSMH3HumanOral cavityOSCC8.35e-048.88e-020.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000679021LiverHCCsulfur compound metabolic process212/7958339/187235.60e-143.39e-12212
GO:0042168LiverHCCheme metabolic process30/795842/187231.40e-041.13e-0330
GO:00330131LiverHCCtetrapyrrole metabolic process39/795859/187232.14e-041.63e-0339
GO:00067781LiverHCCporphyrin-containing compound metabolic process33/795849/187233.86e-042.62e-0333
GO:0042440LiverHCCpigment metabolic process51/795884/187235.74e-043.65e-0351
GO:0006783LiverHCCheme biosynthetic process19/795827/187233.18e-031.47e-0219
GO:0006779LiverHCCporphyrin-containing compound biosynthetic process21/795831/187234.01e-031.76e-0221
GO:0033014LiverHCCtetrapyrrole biosynthetic process21/795831/187234.01e-031.76e-0221
GO:0046148LiverHCCpigment biosynthetic process37/795862/187234.73e-032.02e-0237
GO:0016226LiverHCCiron-sulfur cluster assembly18/795826/187235.37e-032.24e-0218
GO:0031163LiverHCCmetallo-sulfur cluster assembly18/795826/187235.37e-032.24e-0218
GO:00067905Oral cavityOSCCsulfur compound metabolic process168/7305339/187234.50e-053.84e-04168
GO:00162262Oral cavityOSCCiron-sulfur cluster assembly19/730526/187234.46e-042.70e-0319
GO:00311632Oral cavityOSCCmetallo-sulfur cluster assembly19/730526/187234.46e-042.70e-0319
GO:00461481Oral cavityOSCCpigment biosynthetic process36/730562/187231.82e-038.57e-0336
GO:00067831Oral cavityOSCCheme biosynthetic process17/730527/187231.01e-023.49e-0217
GO:00162261Oral cavityLPiron-sulfur cluster assembly15/462326/187233.34e-043.34e-0315
GO:00311631Oral cavityLPmetallo-sulfur cluster assembly15/462326/187233.34e-043.34e-0315
GO:000679012Oral cavityLPsulfur compound metabolic process106/4623339/187233.36e-032.25e-02106
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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
IBA57SNVMissense_Mutationc.908N>Tp.Ser303Leup.S303LQ5T440protein_codingdeleterious(0.05)benign(0.055)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
IBA57SNVMissense_Mutationc.847C>Tp.Arg283Trpp.R283WQ5T440protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationnovelc.503N>Gp.Glu168Glyp.E168GQ5T440protein_codingtolerated(0.25)benign(0.029)TCGA-DM-A28A-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
IBA57SNVMissense_Mutationrs749840888c.848G>Ap.Arg283Glnp.R283QQ5T440protein_codingtolerated(0.54)benign(0.022)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationnovelc.1001G>Tp.Arg334Ilep.R334IQ5T440protein_codingdeleterious(0.01)benign(0.229)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationnovelc.569G>Ap.Arg190Glnp.R190QQ5T440protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationnovelc.881N>Tp.Thr294Ilep.T294IQ5T440protein_codingtolerated(0.07)benign(0.018)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationrs145655747c.491N>Tp.Pro164Leup.P164LQ5T440protein_codingdeleterious(0)probably_damaging(0.954)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationrs753604716c.668N>Ap.Arg223Glnp.R223QQ5T440protein_codingdeleterious(0)probably_damaging(1)TCGA-BG-A221-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IBA57SNVMissense_Mutationrs781137419c.493A>Gp.Ser165Glyp.S165GQ5T440protein_codingtolerated(0.75)benign(0.003)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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