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: SDK1

Gene summary for SDK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SDK1

Gene ID

221935

Gene namesidekick cell adhesion molecule 1
Gene AliasSDK1
Cytomap7p22.2
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

Q7Z5N4


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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
221935SDK1CCI_2HumanCervixCC9.11e-181.45e+000.5249
221935SDK1CCI_3HumanCervixCC1.38e-341.44e+000.516
221935SDK1CCII_1HumanCervixCC1.31e-052.79e-010.3249
221935SDK1AEH-subject1HumanEndometriumAEH5.12e-236.65e-01-0.3059
221935SDK1AEH-subject2HumanEndometriumAEH1.01e-104.35e-01-0.2525
221935SDK1AEH-subject3HumanEndometriumAEH3.41e-083.78e-01-0.2576
221935SDK1AEH-subject4HumanEndometriumAEH3.50e-268.48e-01-0.2657
221935SDK1AEH-subject5HumanEndometriumAEH1.74e-115.01e-01-0.2953
221935SDK1EEC-subject1HumanEndometriumEEC2.33e-196.46e-01-0.2682
221935SDK1EEC-subject2HumanEndometriumEEC5.61e-041.44e-01-0.2607
221935SDK1EEC-subject3HumanEndometriumEEC8.89e-224.09e-01-0.2525
221935SDK1EEC-subject4HumanEndometriumEEC8.02e-155.54e-01-0.2571
221935SDK1GSM5276934HumanEndometriumEEC1.91e-10-2.23e-01-0.0913
221935SDK1GSM5276935HumanEndometriumEEC3.50e-03-2.01e-01-0.123
221935SDK1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.53e-08-2.29e-01-0.1869
221935SDK1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.07e-10-2.45e-01-0.1875
221935SDK1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.64e-12-2.70e-01-0.1883
221935SDK1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC6.13e-08-8.30e-02-0.1934
221935SDK1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.74e-16-2.58e-01-0.1917
221935SDK1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.95e-16-2.70e-01-0.1916
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00609965CervixCCdendritic spine development28/231199/187231.61e-053.15e-0428
GO:00609984CervixCCregulation of dendritic spine development18/231161/187232.84e-043.07e-0318
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
GO:0001654CervixCCeye development62/2311371/187237.83e-034.13e-0262
GO:0048880CervixCCsensory system development63/2311381/187239.29e-034.66e-0263
GO:00343299EndometriumAEHcell junction assembly78/2100420/187234.80e-061.24e-0478
GO:00163588EndometriumAEHdendrite development46/2100243/187232.56e-043.03e-0346
GO:00508086EndometriumAEHsynapse organization67/2100426/187232.67e-031.94e-0267
GO:003432914EndometriumEECcell junction assembly79/2168420/187238.37e-061.85e-0479
GO:001635813EndometriumEECdendrite development44/2168243/187231.72e-031.34e-0244
GO:005080812EndometriumEECsynapse organization68/2168426/187233.73e-032.49e-0268
GO:00343297LungIACcell junction assembly86/2061420/187237.98e-091.10e-0686
GO:00163586LungIACdendrite development55/2061243/187231.35e-071.18e-0555
GO:00609964LungIACdendritic spine development25/206199/187235.18e-051.18e-0325
GO:00609983LungIACregulation of dendritic spine development16/206161/187237.09e-049.50e-0316
GO:00508085LungIACsynapse organization65/2061426/187234.05e-033.31e-0265
GO:003432912LungAIScell junction assembly84/1849420/187232.16e-105.71e-0884
GO:001635812LungAISdendrite development49/1849243/187239.53e-076.69e-0549
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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
SDK1SNVMissense_Mutationc.4370N>Ap.Arg1457Lysp.R1457KQ7Z5N4protein_codingdeleterious(0.04)benign(0.171)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
SDK1SNVMissense_Mutationrs147295784c.5981N>Tp.Thr1994Metp.T1994MQ7Z5N4protein_codingtolerated(0.11)benign(0.006)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SDK1SNVMissense_Mutationnovelc.806N>Ap.Gly269Glup.G269EQ7Z5N4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SDK1SNVMissense_Mutationnovelc.3827N>Tp.Pro1276Leup.P1276LQ7Z5N4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SDK1SNVMissense_Mutationnovelc.3901N>Ap.Pro1301Thrp.P1301TQ7Z5N4protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SDK1SNVMissense_Mutationnovelc.3008C>Ap.Thr1003Asnp.T1003NQ7Z5N4protein_codingdeleterious(0)benign(0.391)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDK1SNVMissense_Mutationnovelc.3170C>Tp.Thr1057Ilep.T1057IQ7Z5N4protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDK1SNVMissense_Mutationc.2213N>Tp.Thr738Ilep.T738IQ7Z5N4protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SDK1SNVMissense_Mutationrs140259802c.2764N>Gp.Thr922Alap.T922AQ7Z5N4protein_codingdeleterious(0.01)possibly_damaging(0.78)TCGA-AR-A1AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDK1SNVMissense_Mutationrs201132659c.5906N>Ap.Arg1969Glnp.R1969QQ7Z5N4protein_codingtolerated(0.09)benign(0.187)TCGA-AR-A252-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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