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: ZSWIM8

Gene summary for ZSWIM8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZSWIM8

Gene ID

23053

Gene namezinc finger SWIM-type containing 8
Gene AliasKIAA0913
Cytomap10q22.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A7E2V4


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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
23053ZSWIM8HCC1_MengHumanLiverHCC1.13e-13-4.42e-020.0246
23053ZSWIM8HCC2_MengHumanLiverHCC1.49e-114.96e-020.0107
23053ZSWIM8HCC2HumanLiverHCC4.84e-132.34e+000.5341
23053ZSWIM8S014HumanLiverHCC3.09e-033.17e-010.2254
23053ZSWIM8S015HumanLiverHCC4.64e-054.14e-010.2375
23053ZSWIM8S016HumanLiverHCC3.61e-053.56e-010.2243
23053ZSWIM8S027HumanLiverHCC5.80e-075.67e-010.2446
23053ZSWIM8S028HumanLiverHCC9.00e-156.14e-010.2503
23053ZSWIM8S029HumanLiverHCC2.55e-095.30e-010.2581
23053ZSWIM8male-WTAHumanThyroidPTC2.45e-181.43e-010.1037
23053ZSWIM8PTC01HumanThyroidPTC8.77e-057.64e-020.1899
23053ZSWIM8PTC03HumanThyroidPTC6.02e-041.05e-010.1784
23053ZSWIM8PTC04HumanThyroidPTC2.12e-213.44e-010.1927
23053ZSWIM8PTC05HumanThyroidPTC3.43e-204.96e-010.2065
23053ZSWIM8PTC06HumanThyroidPTC2.45e-224.03e-010.2057
23053ZSWIM8PTC07HumanThyroidPTC2.74e-173.18e-010.2044
23053ZSWIM8ATC09HumanThyroidATC6.18e-204.05e-010.2871
23053ZSWIM8ATC11HumanThyroidATC1.24e-032.27e-010.3386
23053ZSWIM8ATC12HumanThyroidATC4.67e-132.37e-010.34
23053ZSWIM8ATC13HumanThyroidATC3.45e-254.01e-010.34
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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
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
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004670021LiverHCCheterocycle catabolic process299/7958445/187232.07e-267.29e-24299
GO:190136121LiverHCCorganic cyclic compound catabolic process325/7958495/187236.52e-262.18e-23325
GO:001943921LiverHCCaromatic compound catabolic process309/7958467/187231.56e-254.94e-23309
GO:000640121LiverHCCRNA catabolic process201/7958278/187233.88e-241.02e-21201
GO:003465521LiverHCCnucleobase-containing compound catabolic process273/7958407/187234.84e-241.23e-21273
GO:001058611LiverHCCmiRNA metabolic process22/795827/187233.97e-053.90e-0422
GO:00346611LiverHCCncRNA catabolic process31/795843/187238.13e-057.19e-0431
GO:2000628LiverHCCregulation of miRNA metabolic process10/795812/187234.79e-032.02e-0210
GO:0010498113ThyroidPTCproteasomal protein catabolic process297/5968490/187234.58e-409.63e-37297
GO:0043161113ThyroidPTCproteasome-mediated ubiquitin-dependent protein catabolic process254/5968412/187233.91e-364.54e-33254
GO:0009896113ThyroidPTCpositive regulation of catabolic process278/5968492/187233.35e-302.64e-27278
GO:0031331113ThyroidPTCpositive regulation of cellular catabolic process249/5968427/187235.28e-303.58e-27249
GO:0006401112ThyroidPTCRNA catabolic process163/5968278/187232.13e-203.27e-18163
GO:0034655112ThyroidPTCnucleobase-containing compound catabolic process211/5968407/187232.72e-172.52e-15211
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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
ZSWIM8SNVMissense_Mutationnovelc.2932N>Ap.Ala978Thrp.A978TA7E2V4protein_codingdeleterious(0.01)benign(0.019)TCGA-A2-A0CM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
ZSWIM8SNVMissense_Mutationc.4387N>Ap.Glu1463Lysp.E1463KA7E2V4protein_codingtolerated(0.23)benign(0.111)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ZSWIM8SNVMissense_Mutationc.779N>Gp.Ser260Cysp.S260CA7E2V4protein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZSWIM8SNVMissense_Mutationc.3374G>Ap.Arg1125Hisp.R1125HA7E2V4protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.991)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZSWIM8SNVMissense_Mutationc.3856G>Ap.Ala1286Thrp.A1286TA7E2V4protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZSWIM8SNVMissense_Mutationc.3360N>Cp.Leu1120Phep.L1120FA7E2V4protein_codingtolerated_low_confidence(0.06)probably_damaging(0.994)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ZSWIM8SNVMissense_Mutationnovelc.4894G>Cp.Ala1632Prop.A1632PA7E2V4protein_codingtolerated(0.27)benign(0.094)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZSWIM8SNVMissense_Mutationc.1723N>Gp.Leu575Valp.L575VA7E2V4protein_codingtolerated_low_confidence(0.75)benign(0)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZSWIM8SNVMissense_Mutationc.3593C>Tp.Ser1198Leup.S1198LA7E2V4protein_codingtolerated(0.07)probably_damaging(0.978)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZSWIM8SNVMissense_Mutationnovelc.2293N>Ap.Glu765Lysp.E765KA7E2V4protein_codingtolerated(0.33)benign(0.003)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
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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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