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: IDI1

Gene summary for IDI1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IDI1

Gene ID

3422

Gene nameisopentenyl-diphosphate delta isomerase 1
Gene AliasIPP1
Cytomap10p15.3
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q13907


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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
3422IDI1HTA11_2487_2000001011HumanColorectumSER4.96e-064.07e-01-0.1808
3422IDI1HTA11_78_2000001011HumanColorectumAD2.08e-022.19e-01-0.1088
3422IDI1HTA11_347_2000001011HumanColorectumAD3.90e-092.78e-01-0.1954
3422IDI1HTA11_411_2000001011HumanColorectumSER1.22e-049.13e-01-0.2602
3422IDI1HTA11_2112_2000001011HumanColorectumSER8.00e-047.69e-01-0.2196
3422IDI1HTA11_696_2000001011HumanColorectumAD1.78e-073.78e-01-0.1464
3422IDI1HTA11_1391_2000001011HumanColorectumAD2.60e-031.52e-01-0.059
3422IDI1HTA11_99999965104_69814HumanColorectumMSS5.06e-038.00e-020.281
3422IDI1A001-C-104HumanColorectumFAP1.71e-02-1.29e-010.0184
3422IDI1LZE2THumanEsophagusESCC4.75e-032.31e-010.082
3422IDI1LZE4THumanEsophagusESCC1.16e-094.47e-010.0811
3422IDI1LZE5THumanEsophagusESCC5.62e-034.47e-010.0514
3422IDI1LZE8THumanEsophagusESCC8.35e-09-4.45e-020.067
3422IDI1LZE20THumanEsophagusESCC2.69e-021.33e-010.0662
3422IDI1LZE24THumanEsophagusESCC2.01e-146.01e-010.0596
3422IDI1LZE21THumanEsophagusESCC6.88e-053.44e-010.0655
3422IDI1LZE6THumanEsophagusESCC4.99e-106.32e-010.0845
3422IDI1P1T-EHumanEsophagusESCC5.07e-086.80e-010.0875
3422IDI1P2T-EHumanEsophagusESCC1.69e-151.33e-010.1177
3422IDI1P4T-EHumanEsophagusESCC1.15e-229.11e-010.1323
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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
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:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:00066951LiverHCCcholesterol biosynthetic process43/795857/187234.37e-077.23e-0643
GO:19026531LiverHCCsecondary alcohol biosynthetic process43/795857/187234.37e-077.23e-0643
GO:00161261LiverHCCsterol biosynthetic process47/795864/187235.00e-078.11e-0647
GO:00066942LiverHCCsteroid biosynthetic process104/7958173/187232.13e-062.91e-05104
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
GO:00461651LiverHCCalcohol biosynthetic process81/7958140/187231.73e-041.36e-0381
GO:000672011LiverHCCisoprenoid metabolic process65/7958116/187232.23e-031.11e-0265
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:00461652Oral cavityOSCCalcohol biosynthetic process77/7305140/187238.77e-056.70e-0477
GO:00066952Oral cavityOSCCcholesterol biosynthetic process36/730557/187231.91e-041.28e-0336
GO:19026532Oral cavityOSCCsecondary alcohol biosynthetic process36/730557/187231.91e-041.28e-0336
GO:19026523Oral cavityOSCCsecondary alcohol metabolic process79/7305147/187231.98e-041.33e-0379
GO:00161262Oral cavityOSCCsterol biosynthetic process39/730564/187233.12e-041.94e-0339
GO:0008299Oral cavityOSCCisoprenoid biosynthetic process20/730528/187235.13e-042.99e-0320
GO:00066945Oral cavityOSCCsteroid biosynthetic process89/7305173/187235.77e-043.30e-0389
GO:00082033Oral cavityOSCCcholesterol metabolic process72/7305137/187238.63e-044.55e-0372
GO:19016173Oral cavityOSCCorganic hydroxy compound biosynthetic process115/7305237/187231.73e-038.18e-03115
GO:00161253Oral cavityOSCCsterol metabolic process77/7305152/187232.26e-031.00e-0277
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa009005EsophagusESCCTerpenoid backbone biosynthesis20/420523/84652.14e-047.87e-044.03e-0420
hsa0090012EsophagusESCCTerpenoid backbone biosynthesis20/420523/84652.14e-047.87e-044.03e-0420
hsa00900LiverHCCTerpenoid backbone biosynthesis17/402023/84659.26e-032.46e-021.37e-0217
hsa009001LiverHCCTerpenoid backbone biosynthesis17/402023/84659.26e-032.46e-021.37e-0217
hsa009004Oral cavityOSCCTerpenoid backbone biosynthesis19/370423/84651.55e-045.34e-042.72e-0419
hsa0090011Oral cavityOSCCTerpenoid backbone biosynthesis19/370423/84651.55e-045.34e-042.72e-0419
hsa009002Oral cavityLPTerpenoid backbone biosynthesis12/241823/84651.43e-024.59e-022.96e-0212
hsa009003Oral cavityLPTerpenoid backbone biosynthesis12/241823/84651.43e-024.59e-022.96e-0212
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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
IDI1SNVMissense_Mutationc.128N>Ap.Arg43Glnp.R43QQ13907protein_codingtolerated_low_confidence(0.42)benign(0.015)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
IDI1SNVMissense_Mutationc.665N>Ap.Pro222Hisp.P222HQ13907protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
IDI1SNVMissense_Mutationc.535N>Cp.Glu179Glnp.E179QQ13907protein_codingtolerated(1)benign(0.003)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
IDI1SNVMissense_Mutationc.326N>Ap.Arg109Glnp.R109QQ13907protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IDI1SNVMissense_Mutationnovelc.835G>Ap.Glu279Lysp.E279KQ13907protein_codingtolerated(0.29)benign(0.003)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IDI1SNVMissense_Mutationnovelc.460N>Ap.Glu154Lysp.E154KQ13907protein_codingdeleterious(0.03)possibly_damaging(0.864)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
IDI1SNVMissense_Mutationnovelc.76N>Tp.Ala26Serp.A26SQ13907protein_codingtolerated_low_confidence(0.76)benign(0.009)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IDI1SNVMissense_Mutationc.166N>Tp.Val56Leup.V56LQ13907protein_codingtolerated_low_confidence(0.33)benign(0.003)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
IDI1insertionFrame_Shift_Insnovelc.726dupAp.Ala243SerfsTer5p.A243Sfs*5Q13907protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IDI1deletionFrame_Shift_Delc.388_395delGCTAAGATp.Ala130TyrfsTer12p.A130Yfs*12Q13907protein_codingTCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<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
3422IDI1ENZYMEinhibitor135650699
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