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: HMOX2

Gene summary for HMOX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HMOX2

Gene ID

3163

Gene nameheme oxygenase 2
Gene AliasHO-2
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

P30519


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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
3163HMOX2LZE4THumanEsophagusESCC9.05e-176.66e-010.0811
3163HMOX2LZE7THumanEsophagusESCC9.69e-198.18e-010.0667
3163HMOX2LZE8THumanEsophagusESCC7.83e-096.24e-010.067
3163HMOX2LZE20THumanEsophagusESCC3.66e-061.31e-010.0662
3163HMOX2LZE22THumanEsophagusESCC2.04e-055.86e-010.068
3163HMOX2LZE24THumanEsophagusESCC5.11e-186.51e-010.0596
3163HMOX2LZE21THumanEsophagusESCC2.14e-058.35e-010.0655
3163HMOX2LZE6THumanEsophagusESCC4.51e-044.52e-010.0845
3163HMOX2P1T-EHumanEsophagusESCC3.78e-128.16e-010.0875
3163HMOX2P2T-EHumanEsophagusESCC5.15e-398.04e-010.1177
3163HMOX2P4T-EHumanEsophagusESCC2.52e-246.99e-010.1323
3163HMOX2P5T-EHumanEsophagusESCC1.39e-601.33e+000.1327
3163HMOX2P8T-EHumanEsophagusESCC2.30e-354.01e-010.0889
3163HMOX2P9T-EHumanEsophagusESCC7.57e-235.88e-010.1131
3163HMOX2P10T-EHumanEsophagusESCC4.43e-061.81e-010.116
3163HMOX2P11T-EHumanEsophagusESCC2.10e-261.34e+000.1426
3163HMOX2P12T-EHumanEsophagusESCC4.71e-529.96e-010.1122
3163HMOX2P15T-EHumanEsophagusESCC2.37e-298.10e-010.1149
3163HMOX2P16T-EHumanEsophagusESCC2.47e-182.47e-010.1153
3163HMOX2P17T-EHumanEsophagusESCC1.35e-128.40e-010.1278
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0070482111EsophagusESCCresponse to oxygen levels218/8552347/187236.91e-112.17e-09218
GO:0036293111EsophagusESCCresponse to decreased oxygen levels201/8552322/187238.37e-102.04e-08201
GO:0001666111EsophagusESCCresponse to hypoxia192/8552307/187231.59e-093.69e-08192
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:00330132EsophagusESCCtetrapyrrole metabolic process37/855259/187236.23e-032.29e-0237
GO:00424401EsophagusESCCpigment metabolic process50/855284/187237.34e-032.64e-0250
GO:00421681EsophagusESCCheme metabolic process27/855242/187231.16e-023.90e-0227
GO:190136111LiverCirrhoticorganic cyclic compound catabolic process213/4634495/187231.58e-193.67e-17213
GO:000697912LiverCirrhoticresponse to oxidative stress196/4634446/187232.80e-195.86e-17196
GO:001943911LiverCirrhoticaromatic compound catabolic process202/4634467/187236.93e-191.28e-16202
GO:004427011LiverCirrhoticcellular nitrogen compound catabolic process195/4634451/187232.99e-184.94e-16195
GO:004670011LiverCirrhoticheterocycle catabolic process192/4634445/187237.17e-181.12e-15192
GO:00704827LiverCirrhoticresponse to oxygen levels125/4634347/187231.55e-063.02e-05125
GO:00550766LiverCirrhotictransition metal ion homeostasis59/4634138/187232.59e-064.65e-0559
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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
HMOX2SNVMissense_Mutationc.673N>Ap.Ala225Thrp.A225Tprotein_codingtolerated(0.09)possibly_damaging(0.553)TCGA-AQ-A0Y5-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
HMOX2SNVMissense_Mutationrs762804813c.769N>Tp.Arg257Trpp.R257Wprotein_codingdeleterious(0)probably_damaging(0.99)TCGA-E9-A229-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
HMOX2insertionFrame_Shift_Insnovelc.719_720insTGTCAAGGACTTCTTGAAAGGCAACATTAAGAAGGAGp.Tyr241ValfsTer16p.Y241Vfs*16protein_codingTCGA-A8-A08X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
HMOX2insertionNonsense_Mutationnovelc.447_448insGTCTGAGAAGCCCCAGCCTCCAGTACAAp.Pro150ValfsTer2p.P150Vfs*2protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
HMOX2deletionFrame_Shift_Delnovelc.871delCp.Leu291TrpfsTer55p.L291Wfs*55protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HMOX2SNVMissense_Mutationc.213G>Tp.Lys71Asnp.K71Nprotein_codingtolerated(0.06)benign(0.012)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HMOX2SNVMissense_Mutationrs151216051c.476G>Ap.Arg159Glnp.R159Qprotein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-CM-4744-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HMOX2SNVMissense_Mutationc.218N>Tp.Ser73Phep.S73Fprotein_codingtolerated_low_confidence(0.11)benign(0.02)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HMOX2SNVMissense_Mutationnovelc.510N>Ap.Phe170Leup.F170Lprotein_codingdeleterious(0.05)benign(0.098)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HMOX2SNVMissense_Mutationnovelc.1075G>Ap.Ala359Thrp.A359Tprotein_codingtolerated_low_confidence(0.13)probably_damaging(0.944)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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
3163HMOX2ENZYMESTANNSOPORFINSTANNSOPORFIN
3163HMOX2ENZYMEMORPHINEMORPHINE14580950,10686338
3163HMOX2ENZYMEHORMONES14985830
3163HMOX2ENZYMEBETAMETHASONEBETAMETHASONE11698254
3163HMOX2ENZYMEANTIOXIDANT11449996
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