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: HMG20A

Gene summary for HMG20A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HMG20A

Gene ID

10363

Gene namehigh mobility group 20A
Gene AliasHMGX1
Cytomap15q24.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9NP66


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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
10363HMG20AHTA11_3410_2000001011HumanColorectumAD7.67e-06-3.79e-010.0155
10363HMG20AHTA11_866_3004761011HumanColorectumAD3.00e-05-4.17e-010.096
10363HMG20AHTA11_10711_2000001011HumanColorectumAD1.77e-02-4.28e-010.0338
10363HMG20AHTA11_7696_3000711011HumanColorectumAD5.01e-03-3.69e-010.0674
10363HMG20AHTA11_99999970781_79442HumanColorectumMSS5.62e-06-3.82e-010.294
10363HMG20AHTA11_99999971662_82457HumanColorectumMSS1.49e-05-3.97e-010.3859
10363HMG20AHTA11_99999974143_84620HumanColorectumMSS5.32e-09-4.53e-010.3005
10363HMG20AA015-C-203HumanColorectumFAP1.34e-12-3.29e-01-0.1294
10363HMG20AA015-C-204HumanColorectumFAP1.74e-06-4.06e-01-0.0228
10363HMG20AA002-C-201HumanColorectumFAP8.87e-14-4.25e-010.0324
10363HMG20AA001-C-119HumanColorectumFAP7.53e-07-4.59e-01-0.1557
10363HMG20AA001-C-108HumanColorectumFAP4.07e-11-3.71e-01-0.0272
10363HMG20AA002-C-205HumanColorectumFAP9.25e-15-4.27e-01-0.1236
10363HMG20AA015-C-005HumanColorectumFAP6.03e-05-3.49e-01-0.0336
10363HMG20AA015-C-006HumanColorectumFAP1.53e-11-4.70e-01-0.0994
10363HMG20AA015-C-106HumanColorectumFAP1.32e-07-3.59e-01-0.0511
10363HMG20AA002-C-114HumanColorectumFAP1.19e-14-4.67e-01-0.1561
10363HMG20AA015-C-104HumanColorectumFAP3.65e-17-4.57e-01-0.1899
10363HMG20AA001-C-014HumanColorectumFAP1.01e-06-3.55e-010.0135
10363HMG20AA002-C-016HumanColorectumFAP1.94e-15-4.10e-010.0521
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:1903320ColorectumADregulation of protein modification by small protein conjugation or removal86/3918242/187239.43e-084.65e-0686
GO:1903321ColorectumADnegative regulation of protein modification by small protein conjugation or removal37/391895/187234.49e-057.83e-0437
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:19033202ColorectumMSSregulation of protein modification by small protein conjugation or removal82/3467242/187237.49e-094.63e-0782
GO:19033212ColorectumMSSnegative regulation of protein modification by small protein conjugation or removal36/346795/187237.10e-061.82e-0436
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:19033204ColorectumFAPregulation of protein modification by small protein conjugation or removal61/2622242/187232.36e-069.21e-0561
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:19033214ColorectumFAPnegative regulation of protein modification by small protein conjugation or removal25/262295/187231.10e-031.06e-0225
GO:19033205ColorectumCRCregulation of protein modification by small protein conjugation or removal51/2078242/187234.55e-061.87e-0451
GO:19033215ColorectumCRCnegative regulation of protein modification by small protein conjugation or removal26/207895/187239.16e-063.19e-0426
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:1903320113ThyroidPTCregulation of protein modification by small protein conjugation or removal148/5968242/187234.49e-218.10e-19148
GO:00182059ThyroidPTCpeptidyl-lysine modification188/5968376/187231.34e-137.09e-12188
GO:1903321113ThyroidPTCnegative regulation of protein modification by small protein conjugation or removal59/596895/187231.26e-093.63e-0859
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:00169256ThyroidPTCprotein sumoylation30/596853/187231.71e-041.31e-0330
GO:190332034ThyroidATCregulation of protein modification by small protein conjugation or removal152/6293242/187239.76e-211.71e-18152
GO:001820516ThyroidATCpeptidyl-lysine modification193/6293376/187236.92e-133.06e-11193
GO:190332135ThyroidATCnegative regulation of protein modification by small protein conjugation or removal60/629395/187233.53e-098.14e-0860
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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
HMG20ASNVMissense_Mutationnovelc.293G>Cp.Arg98Prop.R98PQ9NP66protein_codingdeleterious(0.01)possibly_damaging(0.899)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
HMG20ASNVMissense_Mutationnovelc.851N>Gp.His284Argp.H284RQ9NP66protein_codingdeleterious(0.01)possibly_damaging(0.852)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HMG20AinsertionNonsense_Mutationnovelc.817_818insTTTATTTTTCCTGTGTCTAAAGAAp.Gln273delinsLeuTyrPheSerCysValTerArgLysp.Q273delinsLYFSCV*RKQ9NP66protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
HMG20AinsertionIn_Frame_Insnovelc.185_186insTGTTTTAGCTCTp.Gln62delinsHisValLeuAlaLeup.Q62delinsHVLALQ9NP66protein_codingTCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
HMG20AdeletionFrame_Shift_Delnovelc.1024delNp.Val342Terp.V342*Q9NP66protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HMG20ASNVMissense_Mutationc.956G>Cp.Arg319Thrp.R319TQ9NP66protein_codingdeleterious(0.01)possibly_damaging(0.552)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
HMG20ASNVMissense_Mutationc.744N>Tp.Glu248Aspp.E248DQ9NP66protein_codingdeleterious(0.01)possibly_damaging(0.857)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HMG20ASNVMissense_Mutationc.1036G>Ap.Asp346Asnp.D346NQ9NP66protein_codingtolerated(0.26)benign(0.027)TCGA-AA-3968-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HMG20ASNVMissense_Mutationc.480N>Tp.Lys160Asnp.K160NQ9NP66protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HMG20ASNVMissense_Mutationc.619G>Cp.Glu207Glnp.E207QQ9NP66protein_codingtolerated(0.42)benign(0.046)TCGA-DM-A1D8-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
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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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