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: GPSM1

Gene summary for GPSM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPSM1

Gene ID

26086

Gene nameG protein signaling modulator 1
Gene AliasAGS3
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

A0A0A0MSK4


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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
26086GPSM1male-WTAHumanThyroidPTC3.97e-035.19e-020.1037
26086GPSM1PTC06HumanThyroidPTC2.26e-061.72e-010.2057
26086GPSM1PTC07HumanThyroidPTC4.28e-048.30e-020.2044
26086GPSM1ATC09HumanThyroidATC2.95e-021.38e-010.2871
26086GPSM1ATC12HumanThyroidATC5.14e-038.62e-020.34
26086GPSM1ATC13HumanThyroidATC1.55e-345.99e-010.34
26086GPSM1ATC1HumanThyroidATC1.55e-031.78e-010.2878
26086GPSM1ATC2HumanThyroidATC3.71e-053.58e-010.34
26086GPSM1ATC4HumanThyroidATC2.34e-041.15e-010.34
26086GPSM1ATC5HumanThyroidATC4.80e-336.47e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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: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:0016236110ThyroidPTCmacroautophagy167/5968291/187231.51e-191.91e-17167
GO:0051098113ThyroidPTCregulation of binding195/5968363/187233.21e-183.37e-16195
GO:0010506110ThyroidPTCregulation of autophagy172/5968317/187238.76e-177.57e-15172
GO:0051099113ThyroidPTCpositive regulation of binding100/5968173/187231.56e-126.96e-11100
GO:001624110ThyroidPTCregulation of macroautophagy84/5968141/187231.04e-114.27e-1084
GO:001050810ThyroidPTCpositive regulation of autophagy70/5968124/187231.30e-083.08e-0770
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:00162395ThyroidPTCpositive regulation of macroautophagy36/596863/187232.98e-052.86e-0436
GO:1904424ThyroidPTCregulation of GTP binding11/596815/187231.19e-036.84e-0311
GO:0051346112ThyroidPTCnegative regulation of hydrolase activity146/5968379/187233.33e-031.62e-02146
GO:0009896210ThyroidATCpositive regulation of catabolic process290/6293492/187232.15e-311.94e-28290
GO:0031331210ThyroidATCpositive regulation of cellular catabolic process258/6293427/187232.09e-301.65e-27258
GO:005109834ThyroidATCregulation of binding203/6293363/187231.18e-181.55e-16203
GO:001623623ThyroidATCmacroautophagy169/6293291/187236.56e-187.69e-16169
GO:001050632ThyroidATCregulation of autophagy180/6293317/187231.34e-171.46e-15180
GO:005109934ThyroidATCpositive regulation of binding103/6293173/187232.19e-129.05e-11103
GO:001624115ThyroidATCregulation of macroautophagy86/6293141/187232.35e-118.24e-1086
GO:001050817ThyroidATCpositive regulation of autophagy73/6293124/187236.74e-091.46e-0773
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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
GPSM1SNVMissense_Mutationc.178N>Ap.Glu60Lysp.E60Kprotein_codingdeleterious(0)possibly_damaging(0.884)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPSM1deletionIn_Frame_Delc.918_938delNNNNNNNNNNNNNNNNNNNNNp.Ala308_Arg314delp.A308_R314delprotein_codingTCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
GPSM1SNVMissense_Mutationnovelc.1807C>Tp.Leu603Phep.L603Fprotein_codingdeleterious(0)probably_damaging(0.988)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GPSM1SNVMissense_Mutationnovelc.982N>Ap.Glu328Lysp.E328Kprotein_codingdeleterious(0)possibly_damaging(0.614)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
GPSM1SNVMissense_Mutationc.770N>Gp.Asn257Serp.N257Sprotein_codingdeleterious(0)probably_damaging(0.953)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GPSM1SNVMissense_Mutationrs782663989c.1784C>Tp.Pro595Leup.P595Lprotein_codingdeleterious(0.04)probably_damaging(1)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPSM1SNVMissense_Mutationrs782116136c.1653N>Ap.Phe551Leup.F551Lprotein_codingtolerated(0.36)benign(0.028)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GPSM1SNVMissense_Mutationrs764332882c.1946N>Ap.Arg649Glnp.R649Qprotein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GPSM1SNVMissense_Mutationnovelc.967N>Ap.Ala323Thrp.A323Tprotein_codingtolerated(0.58)benign(0.02)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GPSM1SNVMissense_Mutationnovelc.1220A>Tp.Lys407Metp.K407Mprotein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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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