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: SLX4IP

Gene summary for SLX4IP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLX4IP

Gene ID

128710

Gene nameSLX4 interacting protein
Gene AliasC20orf94
Cytomap20p12.2
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q5VYV7


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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
128710SLX4IPCCI_2HumanCervixCC6.81e-108.06e-010.5249
128710SLX4IPCCI_3HumanCervixCC2.87e-055.84e-010.516
128710SLX4IPLZE4THumanEsophagusESCC2.61e-082.84e-010.0811
128710SLX4IPLZE7THumanEsophagusESCC1.28e-022.26e-010.0667
128710SLX4IPLZE24THumanEsophagusESCC7.59e-051.59e-010.0596
128710SLX4IPP2T-EHumanEsophagusESCC2.65e-202.60e-010.1177
128710SLX4IPP4T-EHumanEsophagusESCC1.13e-102.74e-010.1323
128710SLX4IPP5T-EHumanEsophagusESCC1.74e-161.60e-010.1327
128710SLX4IPP8T-EHumanEsophagusESCC8.97e-181.21e-010.0889
128710SLX4IPP9T-EHumanEsophagusESCC1.93e-021.30e-010.1131
128710SLX4IPP10T-EHumanEsophagusESCC2.96e-202.88e-010.116
128710SLX4IPP11T-EHumanEsophagusESCC1.89e-062.61e-010.1426
128710SLX4IPP12T-EHumanEsophagusESCC1.21e-122.58e-010.1122
128710SLX4IPP15T-EHumanEsophagusESCC2.72e-102.53e-010.1149
128710SLX4IPP16T-EHumanEsophagusESCC2.58e-293.31e-010.1153
128710SLX4IPP17T-EHumanEsophagusESCC2.50e-042.64e-010.1278
128710SLX4IPP20T-EHumanEsophagusESCC1.53e-133.03e-010.1124
128710SLX4IPP21T-EHumanEsophagusESCC7.82e-162.23e-010.1617
128710SLX4IPP22T-EHumanEsophagusESCC2.95e-111.27e-010.1236
128710SLX4IPP23T-EHumanEsophagusESCC6.07e-173.89e-010.108
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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
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
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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
SLX4IPinsertionIn_Frame_Insnovelc.944_945insCCTTAACATp.Ser315_Asp316insLeuAsnIlep.S315_D316insLNIQ5VYV7protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLX4IPinsertionFrame_Shift_Insnovelc.946_947insGAAATGAATACCTATTTACCTTp.Asp316GlyfsTer48p.D316Gfs*48Q5VYV7protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLX4IPinsertionNonsense_Mutationnovelc.1002_1003insAATACCTATTTACCTTAGTTAAAATGTGAACGCCATCATAAATp.Pro335AsnfsTer6p.P335Nfs*6Q5VYV7protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SLX4IPinsertionNonsense_Mutationnovelc.778_779insTCTGCATTTAAACATACACCTp.Gly260delinsValCysIleTerThrTyrThrTrpp.G260delinsVCI*TYTWQ5VYV7protein_codingTCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
SLX4IPinsertionIn_Frame_Insnovelc.1076_1077insAACTAAp.Leu359_His360insThrLysp.L359_H360insTKQ5VYV7protein_codingTCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
SLX4IPinsertionIn_Frame_Insnovelc.1077_1078insTCCTACTCCCATTTGTTGATCAAGTTTGGTCAAp.Leu359_His360insSerTyrSerHisLeuLeuIleLysPheGlyGlnp.L359_H360insSYSHLLIKFGQQ5VYV7protein_codingTCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
SLX4IPdeletionFrame_Shift_Delnovelc.273delNp.Arg92GlufsTer37p.R92Efs*37Q5VYV7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SLX4IPSNVMissense_Mutationnovelc.670N>Cp.Asp224Hisp.D224HQ5VYV7protein_codingdeleterious(0)probably_damaging(0.912)TCGA-AA-3695-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
SLX4IPSNVMissense_Mutationnovelc.575N>Ap.Thr192Lysp.T192KQ5VYV7protein_codingtolerated(0.41)benign(0.012)TCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
SLX4IPSNVMissense_Mutationc.628N>Ap.Ala210Thrp.A210TQ5VYV7protein_codingtolerated(0.77)benign(0.104)TCGA-D5-6928-01Colorectumcolon 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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