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: SFI1

Gene summary for SFI1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SFI1

Gene ID

9814

Gene nameSFI1 centrin binding protein
Gene AliasPISD
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A8K8P3


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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
9814SFI1LZE4THumanEsophagusESCC1.74e-031.17e-010.0811
9814SFI1LZE7THumanEsophagusESCC4.19e-063.20e-010.0667
9814SFI1LZE24THumanEsophagusESCC3.68e-101.50e-010.0596
9814SFI1LZE21THumanEsophagusESCC3.58e-031.68e-010.0655
9814SFI1P1T-EHumanEsophagusESCC1.22e-112.81e-010.0875
9814SFI1P2T-EHumanEsophagusESCC2.99e-091.82e-010.1177
9814SFI1P4T-EHumanEsophagusESCC1.22e-078.73e-020.1323
9814SFI1P8T-EHumanEsophagusESCC2.71e-101.45e-010.0889
9814SFI1P9T-EHumanEsophagusESCC1.15e-051.01e-010.1131
9814SFI1P10T-EHumanEsophagusESCC6.27e-102.03e-010.116
9814SFI1P11T-EHumanEsophagusESCC2.21e-021.33e-010.1426
9814SFI1P12T-EHumanEsophagusESCC5.01e-041.40e-010.1122
9814SFI1P15T-EHumanEsophagusESCC4.56e-049.08e-020.1149
9814SFI1P16T-EHumanEsophagusESCC1.01e-031.24e-010.1153
9814SFI1P17T-EHumanEsophagusESCC2.51e-041.76e-010.1278
9814SFI1P20T-EHumanEsophagusESCC1.84e-028.06e-020.1124
9814SFI1P22T-EHumanEsophagusESCC3.26e-091.35e-010.1236
9814SFI1P23T-EHumanEsophagusESCC1.87e-051.04e-010.108
9814SFI1P26T-EHumanEsophagusESCC1.45e-081.78e-010.1276
9814SFI1P27T-EHumanEsophagusESCC5.78e-041.51e-010.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
SFI1SNVMissense_Mutationnovelc.1592T>Cp.Phe531Serp.F531SA8K8P3protein_codingtolerated(0.5)benign(0.007)TCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SFI1SNVMissense_Mutationrs182967809c.376N>Ap.Glu126Lysp.E126KA8K8P3protein_codingtolerated(0.22)benign(0.413)TCGA-A2-A3XX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
SFI1SNVMissense_Mutationc.2221N>Tp.Ala741Serp.A741SA8K8P3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
SFI1SNVMissense_Mutationnovelc.3588G>Tp.Gln1196Hisp.Q1196HA8K8P3protein_codingtolerated(0.09)benign(0.003)TCGA-B6-A0X0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SFI1SNVMissense_Mutationc.1625N>Cp.Met542Thrp.M542TA8K8P3protein_codingtolerated(0.15)benign(0.288)TCGA-E2-A1LA-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SFI1SNVMissense_Mutationrs771038010c.3205N>Cp.Gly1069Argp.G1069RA8K8P3protein_codingtolerated(0.1)possibly_damaging(0.787)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SFI1insertionFrame_Shift_Insnovelc.1594_1595insGATCTCCTGACCTCATGATCCGCCCp.Gln532ArgfsTer31p.Q532Rfs*31A8K8P3protein_codingTCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SFI1deletionFrame_Shift_Delc.963_966delNNNNp.Tyr322SerfsTer70p.Y322Sfs*70A8K8P3protein_codingTCGA-AO-A03O-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
SFI1insertionFrame_Shift_Insnovelc.996_997insAp.Arg333LysfsTer42p.R333Kfs*42A8K8P3protein_codingTCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SFI1insertionFrame_Shift_Insnovelc.659_660insAp.Arg221ThrfsTer75p.R221Tfs*75A8K8P3protein_codingTCGA-D8-A1X8-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadrimicin+cyclophosphamideSD
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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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