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: SZRD1

Gene summary for SZRD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SZRD1

Gene ID

26099

Gene nameSUZ RNA binding domain containing 1
Gene AliasC1orf144
Cytomap1p36.13
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q7Z422


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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
26099SZRD1P126T-EHumanEsophagusESCC1.42e-058.17e-010.1125
26099SZRD1P127T-EHumanEsophagusESCC2.90e-224.75e-010.0826
26099SZRD1P128T-EHumanEsophagusESCC9.91e-259.70e-010.1241
26099SZRD1P130T-EHumanEsophagusESCC8.01e-681.54e+000.1676
26099SZRD1HCC1_MengHumanLiverHCC2.53e-50-1.99e-020.0246
26099SZRD1HCC2_MengHumanLiverHCC1.56e-10-5.63e-020.0107
26099SZRD1cirrhotic2HumanLiverCirrhotic1.23e-051.05e-010.0201
26099SZRD1cirrhotic3HumanLiverCirrhotic8.76e-039.85e-020.0215
26099SZRD1HCC1HumanLiverHCC3.65e-023.23e+000.5336
26099SZRD1HCC2HumanLiverHCC3.35e-103.17e+000.5341
26099SZRD1Pt13.bHumanLiverHCC7.17e-061.38e-010.0251
26099SZRD1S014HumanLiverHCC4.36e-208.32e-010.2254
26099SZRD1S015HumanLiverHCC3.98e-179.63e-010.2375
26099SZRD1S016HumanLiverHCC1.59e-199.46e-010.2243
26099SZRD1S027HumanLiverHCC6.58e-121.23e+000.2446
26099SZRD1S028HumanLiverHCC7.49e-251.42e+000.2503
26099SZRD1S029HumanLiverHCC4.83e-251.38e+000.2581
26099SZRD1C04HumanOral cavityOSCC9.56e-281.43e+000.2633
26099SZRD1C21HumanOral cavityOSCC8.36e-782.38e+000.2678
26099SZRD1C30HumanOral cavityOSCC2.47e-552.56e+000.3055
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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
SZRD1SNVMissense_Mutationc.200N>Tp.Thr67Ilep.T67IQ7Z422protein_codingdeleterious(0)benign(0.179)TCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SZRD1SNVMissense_Mutationnovelc.422N>Ap.Gly141Aspp.G141DQ7Z422protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SZRD1SNVMissense_Mutationc.192N>Cp.Lys64Asnp.K64NQ7Z422protein_codingdeleterious(0)probably_damaging(0.995)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
SZRD1insertionFrame_Shift_Insnovelc.163_164insCCTTCTCAGCCTCTTTCTTCTCTCTGCTTTTCTCTAAAATp.Gly55AlafsTer93p.G55Afs*93Q7Z422protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
SZRD1SNVMissense_Mutationnovelc.325N>Ap.Glu109Lysp.E109KQ7Z422protein_codingdeleterious(0)benign(0.153)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SZRD1insertionFrame_Shift_Insnovelc.60_61insAp.Arg21LysfsTer31p.R21Kfs*31Q7Z422protein_codingTCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SZRD1SNVMissense_Mutationrs374656978c.452N>Ap.Arg151Hisp.R151HQ7Z422protein_codingtolerated(0.35)possibly_damaging(0.886)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
SZRD1SNVMissense_Mutationnovelc.302N>Ap.Arg101Glnp.R101QQ7Z422protein_codingdeleterious(0.05)probably_damaging(0.988)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SZRD1SNVMissense_Mutationrs374656978c.452G>Ap.Arg151Hisp.R151HQ7Z422protein_codingtolerated(0.35)possibly_damaging(0.886)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SZRD1SNVMissense_Mutationc.65N>Ap.Arg22Glnp.R22QQ7Z422protein_codingtolerated(0.12)probably_damaging(0.953)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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