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: SPATA6L

Gene summary for SPATA6L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPATA6L

Gene ID

55064

Gene namespermatogenesis associated 6 like
Gene AliasC9orf68
Cytomap9p24.2-p24.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8N4H0


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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
55064SPATA6LRNA-P25T1-P25T1-4HumanLungAIS2.50e-023.29e-01-0.2119
55064SPATA6LRNA-P3T-P3T-1HumanLungIAC3.25e-024.01e-010.1829
55064SPATA6LRNA-P3T-P3T-4HumanLungIAC5.64e-055.31e-010.1859
55064SPATA6LRNA-P6T1-P6T1-2HumanLungMIAC5.19e-036.15e-01-0.0186
55064SPATA6LRNA-P6T1-P6T1-4HumanLungMIAC2.59e-057.30e-01-0.0263
55064SPATA6LRNA-P6T2-P6T2-1HumanLungIAC1.86e-094.46e-01-0.0166
55064SPATA6LRNA-P6T2-P6T2-2HumanLungIAC1.01e-185.99e-01-0.0132
55064SPATA6LRNA-P6T2-P6T2-3HumanLungIAC9.47e-175.06e-01-0.013
55064SPATA6LRNA-P6T2-P6T2-4HumanLungIAC1.41e-084.53e-01-0.0121
55064SPATA6LRNA-P7T1-P7T1-1HumanLungAIS7.49e-097.41e-01-0.0961
55064SPATA6LRNA-P7T1-P7T1-2HumanLungAIS5.61e-096.73e-01-0.0876
55064SPATA6LRNA-P7T1-P7T1-3HumanLungAIS2.26e-118.27e-01-0.0822
55064SPATA6LRNA-P7T1-P7T1-4HumanLungAIS3.21e-097.62e-01-0.0809
55064SPATA6LHTA12-15-2HumanPancreasPDAC4.47e-053.43e-010.2315
55064SPATA6LHTA12-23-1HumanPancreasPDAC2.25e-045.31e-010.3405
55064SPATA6LHTA12-25-1HumanPancreasPDAC2.41e-106.34e-010.313
55064SPATA6LHTA12-26-1HumanPancreasPDAC1.01e-136.27e-010.3728
55064SPATA6LHTA12-29-1HumanPancreasPDAC6.45e-377.22e-010.3722
55064SPATA6LHTA12-30-1HumanPancreasPDAC1.14e-028.88e-010.3671
55064SPATA6LHTA12-32-1HumanPancreasPDAC4.65e-024.83e-010.3624
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
SPATA6LSNVMissense_Mutationnovelc.248G>Cp.Arg83Thrp.R83TQ8N4H0protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-E9-A3HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
SPATA6LinsertionIn_Frame_Insnovelc.704_705insAAGp.Phe235delinsLeuSerp.F235delinsLSQ8N4H0protein_codingTCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPATA6LdeletionFrame_Shift_Delnovelc.399delNp.Thr134ProfsTer12p.T134Pfs*12Q8N4H0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SPATA6LdeletionFrame_Shift_Delnovelc.97delNp.Leu33SerfsTer2p.L33Sfs*2Q8N4H0protein_codingTCGA-MS-A51U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SPATA6LSNVMissense_Mutationnovelc.543G>Cp.Leu181Phep.L181FQ8N4H0protein_codingtolerated(0.07)possibly_damaging(0.466)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SPATA6LSNVMissense_Mutationrs374967508c.581C>Tp.Pro194Leup.P194LQ8N4H0protein_codingdeleterious(0.03)benign(0.04)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SPATA6LSNVMissense_Mutationnovelc.578T>Cp.Phe193Serp.F193SQ8N4H0protein_codingdeleterious(0.01)possibly_damaging(0.531)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SPATA6LSNVMissense_Mutationnovelc.214G>Tp.Ala72Serp.A72SQ8N4H0protein_codingdeleterious(0.03)probably_damaging(0.963)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SPATA6LSNVMissense_Mutationc.928T>Cp.Ser310Prop.S310PQ8N4H0protein_codingtolerated(0.14)benign(0.009)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SPATA6LSNVMissense_Mutationrs373772153c.383N>Tp.Ala128Valp.A128VQ8N4H0protein_codingtolerated(0.36)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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