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: HACD2

Gene summary for HACD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HACD2

Gene ID

201562

Gene name3-hydroxyacyl-CoA dehydratase 2
Gene AliasPTPLB
Cytomap3q21.1
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

Q6Y1H2


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
201562HACD2CCI_2HumanCervixCC1.24e-056.79e-010.5249
201562HACD2CCI_3HumanCervixCC2.10e-067.09e-010.516
201562HACD2TumorHumanCervixCC1.44e-033.35e-010.1241
201562HACD2sample3HumanCervixCC7.90e-083.52e-010.1387
201562HACD2T3HumanCervixCC4.02e-124.10e-010.1389
201562HACD2LZE2THumanEsophagusESCC1.99e-055.94e-010.082
201562HACD2LZE4THumanEsophagusESCC2.44e-093.05e-010.0811
201562HACD2LZE7THumanEsophagusESCC9.36e-051.82e-010.0667
201562HACD2LZE20THumanEsophagusESCC3.66e-071.70e-010.0662
201562HACD2LZE22THumanEsophagusESCC8.11e-032.61e-010.068
201562HACD2LZE24THumanEsophagusESCC6.51e-163.37e-010.0596
201562HACD2LZE21THumanEsophagusESCC2.09e-031.05e-010.0655
201562HACD2P1T-EHumanEsophagusESCC1.01e-084.39e-010.0875
201562HACD2P2T-EHumanEsophagusESCC8.51e-376.96e-010.1177
201562HACD2P4T-EHumanEsophagusESCC4.98e-173.14e-010.1323
201562HACD2P5T-EHumanEsophagusESCC2.20e-347.22e-010.1327
201562HACD2P8T-EHumanEsophagusESCC4.23e-377.55e-010.0889
201562HACD2P9T-EHumanEsophagusESCC2.51e-172.95e-010.1131
201562HACD2P10T-EHumanEsophagusESCC8.93e-387.60e-010.116
201562HACD2P11T-EHumanEsophagusESCC1.04e-259.49e-010.1426
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
∗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:0030148Oral cavityOSCCsphingolipid biosynthetic process53/7305103/187236.81e-032.53e-0253
GO:000675319Oral cavityLPnucleoside phosphate metabolic process161/4623497/187235.31e-057.39e-04161
GO:0009117110Oral cavityLPnucleotide metabolic process158/4623489/187237.17e-059.49e-04158
GO:0019693110Oral cavityLPribose phosphate metabolic process128/4623396/187233.26e-043.28e-03128
GO:0072521110Oral cavityLPpurine-containing compound metabolic process130/4623416/187231.30e-031.05e-02130
GO:000664311Oral cavityLPmembrane lipid metabolic process69/4623203/187231.77e-031.34e-0269
GO:004639018Oral cavityLPribose phosphate biosynthetic process65/4623190/187231.97e-031.47e-0265
GO:190129315Oral cavityLPnucleoside phosphate biosynthetic process84/4623256/187231.98e-031.47e-0284
GO:0009259110Oral cavityLPribonucleotide metabolic process120/4623385/187232.15e-031.57e-02120
GO:000916515Oral cavityLPnucleotide biosynthetic process83/4623254/187232.38e-031.71e-0283
GO:0006163110Oral cavityLPpurine nucleotide metabolic process122/4623396/187233.10e-032.11e-02122
GO:000679012Oral cavityLPsulfur compound metabolic process106/4623339/187233.36e-032.25e-02106
GO:0009150110Oral cavityLPpurine ribonucleotide metabolic process114/4623368/187233.41e-032.28e-02114
GO:007252210Oral cavityLPpurine-containing compound biosynthetic process66/4623200/187234.84e-033.05e-0266
GO:00464671Oral cavityLPmembrane lipid biosynthetic process49/4623142/187235.44e-033.31e-0249
GO:000926018Oral cavityLPribonucleotide biosynthetic process60/4623182/187237.12e-034.00e-0260
GO:000616410Oral cavityLPpurine nucleotide biosynthetic process62/4623191/187239.12e-034.86e-0262
GO:000915019ProstateTumorpurine ribonucleotide metabolic process109/3246368/187233.30e-091.36e-07109
GO:000925918ProstateTumorribonucleotide metabolic process110/3246385/187232.45e-088.29e-07110
GO:000616319ProstateTumorpurine nucleotide metabolic process111/3246396/187236.46e-081.88e-06111
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa012122LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa01040LiverCirrhoticBiosynthesis of unsaturated fatty acids14/253027/84651.36e-024.25e-022.62e-0214
hsa012123LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa010401LiverCirrhoticBiosynthesis of unsaturated fatty acids14/253027/84651.36e-024.25e-022.62e-0214
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa000622LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa010402LiverHCCBiosynthesis of unsaturated fatty acids19/402027/84651.37e-023.33e-021.85e-0219
hsa012125LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa0006211LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa010403LiverHCCBiosynthesis of unsaturated fatty acids19/402027/84651.37e-023.33e-021.85e-0219
hsa012128Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0121213Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0121221ProstateTumorFatty acid metabolism23/179157/84657.60e-043.59e-032.23e-0323
hsa010404ProstateTumorBiosynthesis of unsaturated fatty acids12/179127/84655.53e-031.93e-021.19e-0212
hsa0121231ProstateTumorFatty acid metabolism23/179157/84657.60e-043.59e-032.23e-0323
hsa0104011ProstateTumorBiosynthesis of unsaturated fatty acids12/179127/84655.53e-031.93e-021.19e-0212
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
HACD2SNVMissense_Mutationc.632C>Tp.Ser211Phep.S211FQ6Y1H2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A1AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HACD2SNVMissense_Mutationc.722N>Ap.Arg241Lysp.R241KQ6Y1H2protein_codingtolerated(0.39)benign(0.02)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HACD2SNVMissense_Mutationnovelc.516N>Ap.Phe172Leup.F172LQ6Y1H2protein_codingdeleterious(0)probably_damaging(0.967)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HACD2SNVMissense_Mutationnovelc.569N>Tp.Ala190Valp.A190VQ6Y1H2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HACD2SNVMissense_Mutationnovelc.620N>Cp.Lys207Thrp.K207TQ6Y1H2protein_codingdeleterious(0.05)possibly_damaging(0.867)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HACD2SNVMissense_Mutationnovelc.755N>Tp.Lys252Ilep.K252IQ6Y1H2protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HACD2SNVMissense_Mutationnovelc.658C>Ap.Leu220Ilep.L220IQ6Y1H2protein_codingtolerated(0.79)benign(0.034)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
HACD2SNVMissense_Mutationc.630C>Ap.Phe210Leup.F210LQ6Y1H2protein_codingtolerated(0.11)benign(0.123)TCGA-BS-A0TC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HACD2SNVMissense_Mutationnovelc.734N>Ap.Ser245Tyrp.S245YQ6Y1H2protein_codingdeleterious(0.01)benign(0.196)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HACD2SNVMissense_Mutationc.163G>Tp.Val55Phep.V55FQ6Y1H2protein_codingtolerated(0.17)benign(0.021)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 

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