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: IQCJ-SCHIP1

Gene summary for IQCJ-SCHIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IQCJ-SCHIP1

Gene ID

100505385

Gene nameIQCJ-SCHIP1 readthrough
Gene AliasIQCJ-SCHIP1
Cytomap3q25.32-q25.33
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

B3KU38


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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
100505385IQCJ-SCHIP1CCI_2HumanCervixCC2.27e-221.94e+000.5249
100505385IQCJ-SCHIP1CCI_3HumanCervixCC1.16e-147.81e-010.516
100505385IQCJ-SCHIP1LZE4THumanEsophagusESCC1.70e-031.52e-010.0811
100505385IQCJ-SCHIP1LZE22THumanEsophagusESCC1.57e-033.89e-010.068
100505385IQCJ-SCHIP1LZE24THumanEsophagusESCC1.89e-102.92e-010.0596
100505385IQCJ-SCHIP1LZE21THumanEsophagusESCC1.78e-084.29e-010.0655
100505385IQCJ-SCHIP1P1T-EHumanEsophagusESCC2.44e-063.99e-010.0875
100505385IQCJ-SCHIP1P2T-EHumanEsophagusESCC9.14e-509.04e-010.1177
100505385IQCJ-SCHIP1P4T-EHumanEsophagusESCC4.05e-245.44e-010.1323
100505385IQCJ-SCHIP1P5T-EHumanEsophagusESCC7.28e-265.45e-010.1327
100505385IQCJ-SCHIP1P8T-EHumanEsophagusESCC1.30e-153.01e-010.0889
100505385IQCJ-SCHIP1P9T-EHumanEsophagusESCC1.45e-255.52e-010.1131
100505385IQCJ-SCHIP1P10T-EHumanEsophagusESCC6.31e-487.85e-010.116
100505385IQCJ-SCHIP1P11T-EHumanEsophagusESCC2.94e-145.27e-010.1426
100505385IQCJ-SCHIP1P12T-EHumanEsophagusESCC7.52e-234.18e-010.1122
100505385IQCJ-SCHIP1P15T-EHumanEsophagusESCC4.29e-215.22e-010.1149
100505385IQCJ-SCHIP1P16T-EHumanEsophagusESCC8.84e-051.41e-010.1153
100505385IQCJ-SCHIP1P17T-EHumanEsophagusESCC2.60e-063.15e-010.1278
100505385IQCJ-SCHIP1P19T-EHumanEsophagusESCC1.17e-115.98e-010.1662
100505385IQCJ-SCHIP1P20T-EHumanEsophagusESCC1.09e-265.99e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00106399CervixCCnegative regulation of organelle organization68/2311348/187237.40e-051.03e-0368
GO:00514948CervixCCnegative regulation of cytoskeleton organization37/2311163/187231.57e-041.88e-0337
GO:00353294CervixCChippo signaling12/231140/187232.44e-031.71e-0212
GO:00353301CervixCCregulation of hippo signaling7/231121/187231.04e-024.97e-027
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:00353297EsophagusESCChippo signaling26/855240/187231.08e-023.66e-0226
GO:00106398LungIACnegative regulation of organelle organization68/2061348/187231.69e-068.24e-0568
GO:00514947LungIACnegative regulation of cytoskeleton organization38/2061163/187235.35e-062.08e-0438
GO:00353293LungIAChippo signaling11/206140/187233.13e-032.75e-0211
GO:0035330LungIACregulation of hippo signaling7/206121/187235.59e-034.12e-027
GO:001063913LungAISnegative regulation of organelle organization61/1849348/187236.53e-062.92e-0461
GO:005149412LungAISnegative regulation of cytoskeleton organization33/1849163/187234.95e-051.43e-0333
GO:00353291LungAIShippo signaling10/184940/187234.59e-034.03e-0210
GO:001063922LungMIACnegative regulation of organelle organization36/967348/187235.99e-052.98e-0336
GO:005149431LungMIACnegative regulation of cytoskeleton organization21/967163/187231.03e-044.44e-0321
GO:00353292LungMIAChippo signaling8/96740/187238.64e-041.86e-028
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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
IQCJ-SCHIP1SNVMissense_Mutationc.1327N>Ap.Glu443Lysp.E443Kprotein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
IQCJ-SCHIP1SNVMissense_Mutationnovelc.1345G>Tp.Ala449Serp.A449Sprotein_codingtolerated(0.13)probably_damaging(0.996)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
IQCJ-SCHIP1SNVMissense_Mutationrs757171954c.1669G>Ap.Ala557Thrp.A557Tprotein_codingtolerated_low_confidence(0.06)possibly_damaging(0.766)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IQCJ-SCHIP1SNVMissense_Mutationc.903N>Tp.Glu301Aspp.E301Dprotein_codingtolerated(0.3)possibly_damaging(0.479)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
IQCJ-SCHIP1SNVMissense_Mutationrs143827102c.1411N>Ap.Val471Ilep.V471Iprotein_codingtolerated(0.37)probably_damaging(0.991)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IQCJ-SCHIP1SNVMissense_Mutationc.523N>Ap.Glu175Lysp.E175Kprotein_codingtolerated_low_confidence(0.14)benign(0.219)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IQCJ-SCHIP1SNVMissense_Mutationc.1314N>Tp.Lys438Asnp.K438Nprotein_codingdeleterious(0.04)possibly_damaging(0.856)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IQCJ-SCHIP1SNVMissense_Mutationnovelc.548G>Ap.Arg183Hisp.R183Hprotein_codingtolerated_low_confidence(0.1)benign(0.029)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IQCJ-SCHIP1SNVMissense_Mutationc.1621N>Ap.Asp541Asnp.D541Nprotein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
IQCJ-SCHIP1SNVMissense_Mutationc.428N>Ap.Ser143Asnp.S143Nprotein_codingdeleterious_low_confidence(0.01)benign(0.154)TCGA-QL-A97D-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
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