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: SLAMF7

Gene summary for SLAMF7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLAMF7

Gene ID

57823

Gene nameSLAM family member 7
Gene Alias19A
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q9NQ25


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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
57823SLAMF7HCC2HumanLiverHCC1.75e-141.01e+000.5341
57823SLAMF7HCC5HumanLiverHCC8.69e-272.05e+000.4932
57823SLAMF7GSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor1.29e-038.15e-010.159
57823SLAMF7GSM5353218_PA_PB1B_Pool_1_2_S74_L003HumanProstateTumor1.06e-191.68e+000.1479
57823SLAMF7GSM5353220_PA_PB1B_Pool_3_S51_L002HumanProstateTumor4.27e-161.48e+000.1531
57823SLAMF7GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor6.02e-034.27e-010.1633
57823SLAMF7GSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor1.08e-025.40e-010.1619
57823SLAMF7GSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor1.68e-037.48e-010.159
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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
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
∗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:004211015ProstateTumorT cell activation117/3246487/187239.22e-059.05e-04117
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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
SLAMF7SNVMissense_Mutationrs201003538c.109N>Ap.Val37Metp.V37MQ9NQ25protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLAMF7SNVMissense_Mutationc.725N>Cp.Val242Alap.V242AQ9NQ25protein_codingtolerated(0.42)benign(0)TCGA-BH-A18N-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLAMF7SNVMissense_Mutationrs142395637c.759N>Cp.Glu253Aspp.E253DQ9NQ25protein_codingtolerated(0.16)benign(0.028)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLAMF7insertionNonsense_Mutationnovelc.283_284insATTCTTAACTGTTTTTTCACCTACAACCACATAATCAGp.Leu95HisfsTer3p.L95Hfs*3Q9NQ25protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SLAMF7insertionFrame_Shift_Insnovelc.552_553insAp.Arg185LysfsTer6p.R185Kfs*6Q9NQ25protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLAMF7insertionFrame_Shift_Insnovelc.554_555insTTCTCTTTTCCAGATACGAp.Arg185SerfsTer12p.R185Sfs*12Q9NQ25protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLAMF7SNVMissense_Mutationnovelc.901N>Gp.Asn301Aspp.N301DQ9NQ25protein_codingdeleterious(0.05)possibly_damaging(0.78)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLAMF7SNVMissense_Mutationrs746119808c.739C>Ap.Leu247Ilep.L247IQ9NQ25protein_codingtolerated(0.86)benign(0.003)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLAMF7SNVMissense_Mutationrs34099422c.805C>Tp.Arg269Trpp.R269WQ9NQ25protein_codingdeleterious(0)possibly_damaging(0.522)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLAMF7SNVMissense_Mutationc.416N>Ap.Ser139Asnp.S139NQ9NQ25protein_codingtolerated(0.96)benign(0.096)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
57823SLAMF7EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEinhibitorCHEMBL1743010ELOTUZUMAB
57823SLAMF7EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEantibodyELOTUZUMABELOTUZUMAB
57823SLAMF7EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEELOTUZUMABELOTUZUMAB
57823SLAMF7EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEantibody252166573ELOTUZUMAB
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