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Dai D, He C, Wang S, Wang M, Guo N, Song P. Toward Personalized Interventions for Psoriasis Vulgaris: Molecular Subtyping of Patients by Using a Metabolomics Approach. Front Mol Biosci 2022; 9:945917. [PMID: 35928224 PMCID: PMC9343857 DOI: 10.3389/fmolb.2022.945917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/15/2022] [Indexed: 11/29/2022] Open
Abstract
Aim: Psoriasis vulgaris (PV) is a complicated autoimmune disease characterized by erythema of the skin and a lack of available cures. PV is associated with an increased risk of metabolic syndrome and cardiovascular disease, which are both mediated by the interaction between systemic inflammation and aberrant metabolism. However, whether there are differences in the lipid metabolism between different levels of severity of PV remains elusive. Hence, we explored the molecular evidence for the subtyping of PV according to alterations in lipid metabolism using serum metabolomics, with the idea that such subtyping may contribute to the development of personalized treatment. Methods: Patients with PV were recruited at a dermatology clinic and classified based on the presence of metabolic comorbidities and their Psoriasis Area and Severity Index (PASI) from January 2019 to November 2019. Age- and sex-matched healthy controls were recruited from the preventive health department of the same institution for comparison. We performed targeted metabolomic analyses of serum samples and determined the correlation between metabolite composition and PASI scores. Results: A total of 123 participants, 88 patients with PV and 35 healthy subjects, were enrolled in this study. The patients with PV were assigned to a “PVM group” (PV with metabolic comorbidities) or a “PV group” (PV without metabolic comorbidities) and further subdivided into a “mild PV” (MP, PASI <10) and a “severe PV” (SP, PASI ≥10) groups. Compared with the matched healthy controls, levels of 27 metabolites in the MP subgroup and 28 metabolites in the SP subgroup were found to be altered. Among these, SM (d16:0/17:1) and SM (d19:1/20:0) were positively correlated with the PASI in the MP subgroup, while Cer (d18:1/18:0), PC (18:0/22:4), and PC (20:0/22:4) were positively correlated with the PASI in the SP subgroup. In the PVM group, levels of 17 metabolites were increased, especially ceramides and phosphatidylcholine, compared with matched patients from the PV group. In addition, the correlation analysis indicated that Cer (d18:1/18:0) and SM (d16:1/16:1) were not only correlated with PASI but also has strongly positive correlations with biochemical indicators. Conclusion: The results of this study indicate that patients with PV at different severity levels have distinct metabolic profiles, and that metabolic disorders complicate the disease development. These findings will help us understand the pathological progression and establish strategies for the precision treatment of PV.
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Affiliation(s)
- Dan Dai
- Department of Dermatology, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Chunyan He
- Department of Dermatology, Hubei Provincial Hospital of TCM, Wuhan, China
| | - Shuo Wang
- Department of Oncology, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Mei Wang
- Leiden University-European Center for Chinese Medicine and Natural Compounds, Institute of Biology Leiden, Leiden University, Leiden, Netherlands
- SU BioMedicine, BioPartner Center 3, Leiden, Netherlands
- *Correspondence: Mei Wang, ; Na Guo, ; Ping Song,
| | - Na Guo
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, China
- *Correspondence: Mei Wang, ; Na Guo, ; Ping Song,
| | - Ping Song
- Department of Dermatology, Guang’anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- *Correspondence: Mei Wang, ; Na Guo, ; Ping Song,
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Chen S, Huang Y, Su H, Zhu W, Wei Y, Long Y, Shi Y, Wei J. The Integrated Analysis of Transcriptomics and Metabolomics Unveils the Therapeutical Effect of Asiatic Acid on Alcoholic Hepatitis in Rats. Inflammation 2022; 45:1780-1799. [DOI: 10.1007/s10753-022-01660-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 03/10/2022] [Accepted: 03/10/2022] [Indexed: 11/24/2022]
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Khalil Y, Carrino S, Lin F, Ferlin A, Lad HV, Mazzacuva F, Falcone S, Rivers N, Banks G, Concas D, Aguilar C, Haynes AR, Blease A, Nicol T, Al-Shawi R, Heywood W, Potter P, Mills K, Gale DP, Clayton PT. Tissue Proteome of 2-Hydroxyacyl-CoA Lyase Deficient Mice Reveals Peroxisome Proliferation and Activation of ω-Oxidation. Int J Mol Sci 2022; 23:ijms23020987. [PMID: 35055171 PMCID: PMC8781152 DOI: 10.3390/ijms23020987] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 01/11/2022] [Indexed: 02/04/2023] Open
Abstract
Peroxisomal fatty acid α-oxidation is an essential pathway for the degradation of β-carbon methylated fatty acids such as phytanic acid. One enzyme in this pathway is 2-hydroxyacyl CoA lyase (HACL1), which is responsible for the cleavage of 2-hydroxyphytanoyl-CoA into pristanal and formyl-CoA. Hacl1 deficient mice do not present with a severe phenotype, unlike mice deficient in other α-oxidation enzymes such as phytanoyl-CoA hydroxylase deficiency (Refsum disease) in which neuropathy and ataxia are present. Tissues from wild-type and Hacl1−/− mice fed a high phytol diet were obtained for proteomic and lipidomic analysis. There was no phenotype observed in these mice. Liver, brain, and kidney tissues underwent trypsin digestion for untargeted proteomic liquid chromatography-mass spectrometry analysis, while liver tissues also underwent fatty acid hydrolysis, extraction, and derivatisation for fatty acid gas chromatography-mass spectrometry analysis. The liver fatty acid profile demonstrated an accumulation of phytanic and 2-hydroxyphytanic acid in the Hacl1−/− liver and significant decrease in heptadecanoic acid. The liver proteome showed a significant decrease in the abundance of Hacl1 and a significant increase in the abundance of proteins involved in PPAR signalling, peroxisome proliferation, and omega oxidation, particularly Cyp4a10 and Cyp4a14. In addition, the pathway associated with arachidonic acid metabolism was affected; Cyp2c55 was upregulated and Cyp4f14 and Cyp2b9 were downregulated. The kidney proteome revealed fewer significantly upregulated peroxisomal proteins and the brain proteome was not significantly different in Hacl1−/− mice. This study demonstrates the powerful insight brought by proteomic and metabolomic profiling of Hacl1−/− mice in better understanding disease mechanism in fatty acid α-oxidation disorders.
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Affiliation(s)
- Youssef Khalil
- Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London WC1N 1EH, UK; (Y.K.); (S.C.); (F.M.); (W.H.); (K.M.)
| | - Sara Carrino
- Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London WC1N 1EH, UK; (Y.K.); (S.C.); (F.M.); (W.H.); (K.M.)
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy
| | - Fujun Lin
- Department of Renal Medicine, University College London, London NW3 2PF, UK; (F.L.); (A.F.); (D.P.G.)
- Department of Nephrology, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200082, China
| | - Anna Ferlin
- Department of Renal Medicine, University College London, London NW3 2PF, UK; (F.L.); (A.F.); (D.P.G.)
- Clinical Genetics and Genomics Laboratory, Royal Brompton Hospital, London SW3 6NP, UK
| | - Heena V. Lad
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Francesca Mazzacuva
- Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London WC1N 1EH, UK; (Y.K.); (S.C.); (F.M.); (W.H.); (K.M.)
- Department of Bioscience, University of East London, London E15 4LZ, UK
| | - Sara Falcone
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Natalie Rivers
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Gareth Banks
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Danilo Concas
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Carlos Aguilar
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Andrew R. Haynes
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Andy Blease
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Thomas Nicol
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Raya Al-Shawi
- Genetics Unit and Wolfson Drug Discovery Unit, Centre for Amyloidosis and Acute Phase Proteins, University College London, London NW3 2PF, UK;
| | - Wendy Heywood
- Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London WC1N 1EH, UK; (Y.K.); (S.C.); (F.M.); (W.H.); (K.M.)
| | - Paul Potter
- MRC Harwell Institute, Harwell Campus, Oxfordshire OX11 0RD, UK; (H.V.L.); (S.F.); (N.R.); (G.B.); (D.C.); (C.A.); (A.R.H.); (A.B.); (T.N.); (P.P.)
| | - Kevin Mills
- Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London WC1N 1EH, UK; (Y.K.); (S.C.); (F.M.); (W.H.); (K.M.)
| | - Daniel P. Gale
- Department of Renal Medicine, University College London, London NW3 2PF, UK; (F.L.); (A.F.); (D.P.G.)
| | - Peter T. Clayton
- Genetics and Genomic Medicine, Great Ormond Street Institute of Child Health, University College London, London WC1N 1EH, UK; (Y.K.); (S.C.); (F.M.); (W.H.); (K.M.)
- Correspondence:
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