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: SPRYD7

Gene summary for SPRYD7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRYD7

Gene ID

57213

Gene nameSPRY domain containing 7
Gene AliasC13orf1
Cytomap13q14.2
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q5W111


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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
57213SPRYD7LP17HumanOral cavityLP1.58e-025.85e-010.2349
57213SPRYD7SYSMH1HumanOral cavityOSCC3.13e-153.86e-010.1127
57213SPRYD7SYSMH2HumanOral cavityOSCC1.38e-186.07e-010.2326
57213SPRYD7SYSMH3HumanOral cavityOSCC8.68e-154.16e-010.2442
57213SPRYD7SYSMH6HumanOral cavityOSCC3.00e-021.68e-010.1275
57213SPRYD7P5_S10_cSCCHumanSkincSCC2.72e-061.22e-01-0.299
57213SPRYD7P1_cSCCHumanSkincSCC9.01e-165.78e-010.0292
57213SPRYD7P2_cSCCHumanSkincSCC6.31e-082.73e-01-0.024
57213SPRYD7P4_cSCCHumanSkincSCC1.71e-204.57e-01-0.00290000000000005
57213SPRYD7P10_cSCCHumanSkincSCC3.18e-278.68e-010.1017
57213SPRYD7male-WTAHumanThyroidPTC6.08e-083.52e-020.1037
57213SPRYD7PTC01HumanThyroidPTC2.06e-088.58e-020.1899
57213SPRYD7PTC03HumanThyroidPTC2.13e-021.21e-010.1784
57213SPRYD7PTC04HumanThyroidPTC2.21e-041.07e-010.1927
57213SPRYD7PTC05HumanThyroidPTC7.92e-174.28e-010.2065
57213SPRYD7PTC06HumanThyroidPTC3.84e-204.30e-010.2057
57213SPRYD7PTC07HumanThyroidPTC9.72e-223.54e-010.2044
57213SPRYD7ATC11HumanThyroidATC6.13e-053.23e-010.3386
57213SPRYD7ATC12HumanThyroidATC2.45e-051.17e-010.34
57213SPRYD7ATC13HumanThyroidATC8.72e-161.45e-010.34
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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
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
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
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
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
SPRYD7SNVMissense_Mutationrs763469553c.284G>Ap.Arg95Glnp.R95QQ5W111protein_codingtolerated(0.63)benign(0.001)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
SPRYD7SNVMissense_Mutationnovelc.11C>Tp.Ser4Leup.S4LQ5W111protein_codingtolerated(0.29)benign(0)TCGA-LD-A7W5-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
SPRYD7SNVMissense_Mutationrs772902529c.172N>Ap.Ala58Thrp.A58TQ5W111protein_codingtolerated(0.14)benign(0.082)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SPRYD7SNVMissense_Mutationnovelc.23N>Ap.Cys8Tyrp.C8YQ5W111protein_codingdeleterious(0)benign(0.063)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SPRYD7SNVMissense_Mutationrs772902529c.172N>Ap.Ala58Thrp.A58TQ5W111protein_codingtolerated(0.14)benign(0.082)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
SPRYD7SNVMissense_Mutationnovelc.241N>Ap.Val81Ilep.V81IQ5W111protein_codingtolerated(0.09)possibly_damaging(0.622)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRYD7SNVMissense_Mutationnovelc.534N>Gp.Phe178Leup.F178LQ5W111protein_codingdeleterious(0)probably_damaging(0.994)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
SPRYD7SNVMissense_Mutationnovelc.112G>Ap.Asp38Asnp.D38NQ5W111protein_codingtolerated(0.09)benign(0.142)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRYD7SNVMissense_Mutationnovelc.374N>Cp.Gln125Prop.Q125PQ5W111protein_codingdeleterious(0.01)possibly_damaging(0.506)TCGA-EC-A24G-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SPRYD7SNVMissense_Mutationc.77N>Gp.Pro26Argp.P26RQ5W111protein_codingdeleterious(0.03)probably_damaging(0.946)TCGA-73-4668-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapypemetrexedPD
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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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