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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PGM2L1

Gene summary for PGM2L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PGM2L1

Gene ID

283209

Gene namephosphoglucomutase 2 like 1
Gene AliasBM32A
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q6PCE3


Top

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
283209PGM2L1LZE2DHumanEsophagusHGIN5.67e-032.81e-010.0642
283209PGM2L1LZE4THumanEsophagusESCC1.44e-207.77e-010.0811
283209PGM2L1LZE5THumanEsophagusESCC2.33e-048.50e-010.0514
283209PGM2L1LZE7THumanEsophagusESCC9.23e-042.70e-010.0667
283209PGM2L1LZE8THumanEsophagusESCC7.32e-103.74e-010.067
283209PGM2L1LZE20THumanEsophagusESCC5.33e-053.76e-010.0662
283209PGM2L1LZE22THumanEsophagusESCC2.24e-161.30e+000.068
283209PGM2L1LZE24THumanEsophagusESCC5.15e-124.85e-010.0596
283209PGM2L1LZE22D3HumanEsophagusHGIN4.22e-049.03e-010.0653
283209PGM2L1LZE6THumanEsophagusESCC2.76e-031.07e-010.0845
283209PGM2L1P1T-EHumanEsophagusESCC5.17e-102.51e-010.0875
283209PGM2L1P2T-EHumanEsophagusESCC4.78e-711.80e+000.1177
283209PGM2L1P4T-EHumanEsophagusESCC2.76e-278.61e-010.1323
283209PGM2L1P5T-EHumanEsophagusESCC5.63e-368.41e-010.1327
283209PGM2L1P8T-EHumanEsophagusESCC1.87e-491.23e+000.0889
283209PGM2L1P9T-EHumanEsophagusESCC3.57e-185.73e-010.1131
283209PGM2L1P10T-EHumanEsophagusESCC1.75e-092.53e-010.116
283209PGM2L1P11T-EHumanEsophagusESCC3.78e-411.84e+000.1426
283209PGM2L1P12T-EHumanEsophagusESCC4.44e-641.30e+000.1122
283209PGM2L1P15T-EHumanEsophagusESCC1.37e-062.99e-010.1149
Page: 1 2 3 4 5 6 

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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00060069EsophagusESCCglucose metabolic process119/8552196/187231.51e-051.36e-04119
GO:000599621LiverHCCmonosaccharide metabolic process167/7958257/187232.31e-131.25e-11167
GO:001931821LiverHCChexose metabolic process155/7958237/187237.63e-133.90e-11155
GO:000600621LiverHCCglucose metabolic process128/7958196/187238.60e-113.06e-09128
GO:00059968Oral cavityOSCCmonosaccharide metabolic process129/7305257/187231.63e-041.13e-03129
GO:00193188Oral cavityOSCChexose metabolic process118/7305237/187234.53e-042.73e-03118
GO:00060068Oral cavityOSCCglucose metabolic process98/7305196/187231.10e-035.63e-0398
GO:000599613Oral cavityLPmonosaccharide metabolic process86/4623257/187239.13e-047.79e-0386
GO:001931813Oral cavityLPhexose metabolic process78/4623237/187232.55e-031.80e-0278
GO:000600614Oral cavityLPglucose metabolic process64/4623196/187237.09e-033.98e-0264
GO:00060067ProstateBPHglucose metabolic process49/3107196/187231.65e-039.55e-0349
GO:000600613ProstateTumorglucose metabolic process55/3246196/187231.22e-041.14e-0355
GO:00193187ProstateTumorhexose metabolic process59/3246237/187231.96e-031.14e-0259
GO:00059967ProstateTumormonosaccharide metabolic process62/3246257/187233.38e-031.75e-0262
GO:001931810ThyroidPTChexose metabolic process108/5968237/187236.42e-067.65e-05108
GO:000599614ThyroidPTCmonosaccharide metabolic process115/5968257/187239.36e-061.05e-04115
GO:000600615ThyroidPTCglucose metabolic process90/5968196/187232.54e-052.50e-0490
GO:001931814ThyroidATChexose metabolic process111/6293237/187231.51e-051.41e-04111
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
PGM2L1SNVMissense_Mutationc.784N>Ap.His262Asnp.H262NQ6PCE3protein_codingdeleterious(0.01)probably_damaging(0.953)TCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PGM2L1SNVMissense_Mutationnovelc.884N>Gp.Asp295Glyp.D295GQ6PCE3protein_codingdeleterious(0)probably_damaging(0.967)TCGA-E9-A3QA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PGM2L1SNVMissense_Mutationc.184T>Cp.Cys62Argp.C62RQ6PCE3protein_codingtolerated(0.21)benign(0.157)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PGM2L1SNVMissense_Mutationc.260C>Tp.Thr87Ilep.T87IQ6PCE3protein_codingdeleterious(0.03)possibly_damaging(0.759)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PGM2L1SNVMissense_Mutationc.1643T>Cp.Val548Alap.V548AQ6PCE3protein_codingtolerated(0.1)benign(0.062)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
PGM2L1SNVMissense_Mutationrs143893022c.1113A>Cp.Lys371Asnp.K371NQ6PCE3protein_codingtolerated(0.33)benign(0.024)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
PGM2L1SNVMissense_Mutationrs779736186c.1751N>Tp.Ala584Valp.A584VQ6PCE3protein_codingdeleterious(0.03)benign(0.187)TCGA-NH-A50V-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
PGM2L1SNVMissense_Mutationnovelc.1176N>Cp.Lys392Asnp.K392NQ6PCE3protein_codingdeleterious(0)benign(0.378)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PGM2L1SNVMissense_Mutationrs758479464c.850N>Tp.Pro284Serp.P284SQ6PCE3protein_codingdeleterious(0.05)benign(0.261)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PGM2L1deletionFrame_Shift_Delc.895delNp.Ser299LeufsTer19p.S299Lfs*19Q6PCE3protein_codingTCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

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
Page: 1