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Abe A, Hinkovska-Galcheva V, Bouchev P, Bouley R, Shayman JA. The role of lysosomal phospholipase A2 in the catabolism of bis(monoacylglycerol)phosphate and association with phospholipidosis. J Lipid Res 2024; 65:100574. [PMID: 38857781 PMCID: PMC11277439 DOI: 10.1016/j.jlr.2024.100574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 06/01/2024] [Accepted: 06/04/2024] [Indexed: 06/12/2024] Open
Abstract
Bis(monoacylglycerol)phosphate (BMP) is an acidic glycerophospholipid localized to late endosomes and lysosomes. However, the metabolism of BMP is poorly understood. Because many drugs that cause phospholipidosis inhibit lysosomal phospholipase A2 (LPLA2, PLA2G15, LYPLA3) activity, we investigated whether this enzyme has a role in BMPcatabolism. The incubation of recombinant human LPLA2 (hLPLA2) and liposomes containing the naturally occurring BMP (sn-(2-oleoyl-3-hydroxy)-glycerol-1-phospho-sn-1'-(2'-oleoyl-3'-hydroxy)-glycerol (S,S-(2,2',C18:1)-BMP) resulted in the deacylation of this BMP isomer. The deacylation rate was 70 times lower than that of dioleoyl phosphatidylglycerol (DOPG), an isomer and precursor of BMP. The release rates of oleic acid from DOPG and four BMP stereoisomers by LPLA2 differed. The rank order of the rates of hydrolysis were DOPG>S,S-(3,3',C18:1)-BMP>R,S-(3,1',C18:1)-BMP>R,R-(1,1',C18:1)>S,S-(2,2')-BMP. The cationic amphiphilic drug amiodarone (AMD) inhibited the deacylation of DOPG and BMP isomers by hLPLA2 in a concentration-dependent manner. Under these experimental conditions, the IC50s of amiodarone-induced inhibition of the four BMP isomers and DOPG were less than 20 μM and approximately 30 μM, respectively. BMP accumulation was observed in AMD-treated RAW 264.7 cells. The accumulated BMP was significantly reduced by exogenous treatment of cells with active recombinant hLPLA2 but not with diisopropylfluorophosphate-inactivated recombinant hLPLA2. Finally, a series of cationic amphiphilic drugs known to cause phospholipidosis were screened for inhibition of LPLA2 activity as measured by either the transacylation or fatty acid hydrolysis of BMP or phosphatidylcholine as substrates. Fifteen compounds demonstrated significant inhibition with IC50s ranging from 6.8 to 63.3 μM. These results indicate that LPLA2 degrades BMP isomers with different substrate specificities under acidic conditions and may be the key enzyme associated with BMP accumulation in drug-induced phospholipidosis.
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Affiliation(s)
- Akira Abe
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | - Philip Bouchev
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Renee Bouley
- Department of Chemistry and Biochemistry, The Ohio State University at Marion, Marion, OH, USA
| | - James A Shayman
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
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Cai Y, Xiang W. Changes of Facial Lipidomics by Intense Pulsed Light Treatment Based on LC-MS. Aesthetic Plast Surg 2024; 48:2171-2178. [PMID: 38267544 DOI: 10.1007/s00266-023-03842-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/28/2023] [Indexed: 01/26/2024]
Abstract
BACKGROUND Intense pulsed light (IPL) has been widely used to improve cutaneous photoaging in recent years. Several studies began to explore the changes of skin barrier function after treatment, but the changes of skin surface lipids (SSL), especially specific lipid content and types are still unclear. METHODS A total of 25 female volunteers were included in our study, and each of them received three full-face treatments with one month apart. Before the first treatment and 1 month after the last treatment, we collected clinical photos and skin stratum corneum samples from individuals. A 5-level scale was used to evaluate the efficacy of IPL treatment, liquid chromatography-mass spectrometry (LC-MS), and Orthogonal Partial Least Squares Discrimination Analysis (OPLS-DA) were used to analyze the changes of SSL. RESULTS Two patients got no improvement after treatment, 6 patients had poor improvement and mild improvement was achieved in 9 patients, 5 and 3 patients reported moderate and significant improvement. The overall "effective" rate was 68 % and the "significant effective" rate was 32 %. The results showed 18 lipid subclasses and 487 lipid molecules were identified. The change of total lipid volume was not statistically significant (P = 0.088>0.05), but lipid subclass analysis showed the amount of Triglyceride (TG), Phosphatidic Acid (PA), Phosphatidylglycerol (PG) and Lysophosphatidylglycerol (LPG) were significantly increased (P < 0.05). There were 55 kinds of lipid molecules with significant difference after treatment (P < 0.05), and 51 of them belong to TG. The analysis of chain saturation of TG showed that the quantity of TG with 0, 1 and 2 unsaturated bonds increased significantly (P < 0.05). CONCLUSIONS IPL treatment does not have a significant effect on the overall amount of lipids while the amount of TG, PA, PG, LPG were significantly increased. These lipid changes may potentially improve the skin barrier function, but more high-quality and comprehensive studies are still needed. BULLET POINT Lipidomics analysis based on LC-MS; Changes of skin surface lipid after IPL treatment; the relationships between skin surface lipid and skin barrier functions. LEVEL OF EVIDENCE IV This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .
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Affiliation(s)
- YuJia Cai
- Department of Cosmetic Dermatology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang Provincial Hospital of Chinese Medicine, Youdian Road 54, Hangzhou, 310009, People's Republic of China
| | - WenZhong Xiang
- Department of Dermatology, Hangzhou Third People's Hospital, Hangzhou Third Hospital Affiliated to Zhejiang Chinese Medical University, West Lake Road 38, Hangzhou, 310009, People's Republic of China.
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3
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Janssens GE, Molenaars M, Herzog K, Grevendonk L, Remie CME, Vervaart MAT, Elfrink HL, Wever EJM, Schomakers BV, Denis SW, Waterham HR, Pras-Raves ML, van Weeghel M, van Kampen AHC, Tammaro A, Butter LM, van der Rijt S, Florquin S, Jongejan A, Moerland PD, Hoeks J, Schrauwen P, Vaz FM, Houtkooper RH. A conserved complex lipid signature marks human muscle aging and responds to short-term exercise. NATURE AGING 2024; 4:681-693. [PMID: 38609524 DOI: 10.1038/s43587-024-00595-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/22/2024] [Indexed: 04/14/2024]
Abstract
Studies in preclinical models suggest that complex lipids, such as phospholipids, play a role in the regulation of longevity. However, identification of universally conserved complex lipid changes that occur during aging, and how these respond to interventions, is lacking. Here, to comprehensively map how complex lipids change during aging, we profiled ten tissues in young versus aged mice using a lipidomics platform. Strikingly, from >1,200 unique lipids, we found a tissue-wide accumulation of bis(monoacylglycero)phosphate (BMP) during mouse aging. To investigate translational value, we assessed muscle tissue of young and older people, and found a similar marked BMP accumulation in the human aging lipidome. Furthermore, we found that a healthy-aging intervention consisting of moderate-to-vigorous exercise was able to lower BMP levels in postmenopausal female research participants. Our work implicates complex lipid biology as central to aging, identifying a conserved aging lipid signature of BMP accumulation that is modifiable upon a short-term healthy-aging intervention.
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Affiliation(s)
- Georges E Janssens
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands.
| | - Marte Molenaars
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands
| | - Katharina Herzog
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands
| | - Lotte Grevendonk
- Department of Nutrition and Human Movement Sciences, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- TI Food and Nutrition, Wageningen, the Netherlands
| | - Carlijn M E Remie
- Department of Nutrition and Human Movement Sciences, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Martin A T Vervaart
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Hyung L Elfrink
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Eric J M Wever
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Epidemiology and Data Science, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Bauke V Schomakers
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Simone W Denis
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Hans R Waterham
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands
| | - Mia L Pras-Raves
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Epidemiology and Data Science, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Michel van Weeghel
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Antoine H C van Kampen
- Epidemiology and Data Science, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Methodology, Amsterdam, the Netherlands
- Amsterdam Infection and Immunity, Inflammatory Diseases, Amsterdam, the Netherlands
| | - Alessandra Tammaro
- Pathology Department, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Infection and Immunity, Amsterdam, the Netherlands
| | - Loes M Butter
- Pathology Department, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Infection and Immunity, Amsterdam, the Netherlands
| | - Sanne van der Rijt
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands
- Pathology Department, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
| | - Sandrine Florquin
- Pathology Department, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Infection and Immunity, Amsterdam, the Netherlands
| | - Aldo Jongejan
- Epidemiology and Data Science, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Methodology, Amsterdam, the Netherlands
- Amsterdam Infection and Immunity, Inflammatory Diseases, Amsterdam, the Netherlands
| | - Perry D Moerland
- Epidemiology and Data Science, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Methodology, Amsterdam, the Netherlands
- Amsterdam Infection and Immunity, Inflammatory Diseases, Amsterdam, the Netherlands
| | - Joris Hoeks
- Department of Nutrition and Human Movement Sciences, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- TI Food and Nutrition, Wageningen, the Netherlands
| | - Patrick Schrauwen
- Department of Nutrition and Human Movement Sciences, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- TI Food and Nutrition, Wageningen, the Netherlands
| | - Frédéric M Vaz
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands.
- Core Facility Metabolomics, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands.
| | - Riekelt H Houtkooper
- Laboratory Genetic Metabolic Diseases, Amsterdam UMC location, University of Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Gastroenterology, Endocrinology and Metabolism, Amsterdam, the Netherlands.
- Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
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Singh S, Dransfeld U, Ambaw Y, Lopez-Scarim J, Farese RV, Walther TC. PLD3 and PLD4 synthesize S,S-BMP, a key phospholipid enabling lipid degradation in lysosomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.21.586175. [PMID: 38562702 PMCID: PMC10983895 DOI: 10.1101/2024.03.21.586175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Bis(monoacylglycero)phosphate (BMP) is an abundant lysosomal phospholipid required for degradation of lipids, in particular gangliosides. Alterations in BMP levels are associated with neurodegenerative diseases. Unlike typical glycerophospholipids, lysosomal BMP has two chiral glycerol carbons in the S (rather than the R) stereo-conformation, protecting it from lysosomal degradation. How this unusual and yet crucial S,S-stereochemistry is achieved is unknown. Here we report that phospholipases D3 and D4 (PLD3 and PLD4) synthesize lysosomal S,S-BMP, with either enzyme catalyzing the critical glycerol stereo-inversion reaction in vitro. Deletion of PLD3 or PLD4 markedly reduced BMP levels in cells or in murine tissues where either enzyme is highly expressed (brain for PLD3; spleen for PLD4), leading to gangliosidosis and lysosomal abnormalities. PLD3 mutants associated with neurodegenerative diseases, including Alzheimer's disease risk, diminished PLD3 catalytic activity. We conclude that PLD3/4 enzymes synthesize lysosomal S,S-BMP, a crucial lipid for maintaining brain health.
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Affiliation(s)
- Shubham Singh
- Cell Biology Program, Sloan Kettering Institute, MSKCC, New York, NY, USA
| | - Ulrich Dransfeld
- Department of Molecular Metabolism, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Yohannes Ambaw
- Cell Biology Program, Sloan Kettering Institute, MSKCC, New York, NY, USA
| | - Joshua Lopez-Scarim
- Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
| | - Robert V. Farese
- Cell Biology Program, Sloan Kettering Institute, MSKCC, New York, NY, USA
| | - Tobias C. Walther
- Cell Biology Program, Sloan Kettering Institute, MSKCC, New York, NY, USA
- Howard Hughes Medical Institute, New York, NY, USA
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Medoh UN, Hims A, Chen JY, Ghoochani A, Nyame K, Dong W, Abu-Remaileh M. The Batten disease gene product CLN5 is the lysosomal bis(monoacylglycero)phosphate synthase. Science 2023; 381:1182-1189. [PMID: 37708259 DOI: 10.1126/science.adg9288] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 08/16/2023] [Indexed: 09/16/2023]
Abstract
Lysosomes critically rely on bis(monoacylglycero)phosphate (BMP) to stimulate lipid catabolism, cholesterol homeostasis, and lysosomal function. Alterations in BMP levels in monogenic and complex neurodegeneration suggest an essential function in human health. However, the site and mechanism responsible for BMP synthesis have been subject to debate for decades. Here, we report that the Batten disease gene product CLN5 is the elusive BMP synthase (BMPS). BMPS-deficient cells exhibited a massive accumulation of the BMP synthesis precursor lysophosphatidylglycerol (LPG), depletion of BMP species, and dysfunctional lipid metabolism. Mechanistically, we found that BMPS mediated synthesis through an energy-independent base exchange reaction between two LPG molecules with increased activity on BMP-laden vesicles. Our study elucidates BMP biosynthesis and reveals an anabolic function of late endosomes/lysosomes.
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Affiliation(s)
- Uche N Medoh
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Andy Hims
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
| | - Julie Y Chen
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
| | - Ali Ghoochani
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
| | - Kwamina Nyame
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Wentao Dong
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
| | - Monther Abu-Remaileh
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- The Institute for Chemistry, Engineering & Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA 94305, USA
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Chen J, Soni RK, Xu Y, Simoes S, Liang FX, DeFreitas L, Hwang R, Montesinos J, Lee JH, Area-Gomez E, Nandakumar R, Vardarajan B, Marquer C. Juvenile CLN3 disease is a lysosomal cholesterol storage disorder: similarities with Niemann-Pick type C disease. EBioMedicine 2023; 92:104628. [PMID: 37245481 PMCID: PMC10227369 DOI: 10.1016/j.ebiom.2023.104628] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 04/30/2023] [Accepted: 05/10/2023] [Indexed: 05/30/2023] Open
Abstract
BACKGROUND The most common form of neuronal ceroid lipofuscinosis (NCL) is juvenile CLN3 disease (JNCL), a currently incurable neurodegenerative disorder caused by mutations in the CLN3 gene. Based on our previous work and on the premise that CLN3 affects the trafficking of the cation-independent mannose-6 phosphate receptor and its ligand NPC2, we hypothesised that dysfunction of CLN3 leads to the aberrant accumulation of cholesterol in the late endosomes/lysosomes (LE/Lys) of JNCL patients' brains. METHODS An immunopurification strategy was used to isolate intact LE/Lys from frozen autopsy brain samples. LE/Lys isolated from samples of JNCL patients were compared with age-matched unaffected controls and Niemann-Pick Type C (NPC) disease patients. Indeed, mutations in NPC1 or NPC2 result in the accumulation of cholesterol in LE/Lys of NPC disease samples, thus providing a positive control. The lipid and protein content of LE/Lys was then analysed using lipidomics and proteomics, respectively. FINDINGS Lipid and protein profiles of LE/Lys isolated from JNCL patients were profoundly altered compared to controls. Importantly, cholesterol accumulated in LE/Lys of JNCL samples to a comparable extent than in NPC samples. Lipid profiles of LE/Lys were similar in JNCL and NPC patients, except for levels of bis(monoacylglycero)phosphate (BMP). Protein profiles detected in LE/Lys of JNCL and NPC patients appeared identical, except for levels of NPC1. INTERPRETATION Our results support that JNCL is a lysosomal cholesterol storage disorder. Our findings also support that JNCL and NPC disease share pathogenic pathways leading to aberrant lysosomal accumulation of lipids and proteins, and thus suggest that the treatments available for NPC disease may be beneficial to JNCL patients. This work opens new avenues for further mechanistic studies in model systems of JNCL and possible therapeutic interventions for this disorder. FUNDING San Francisco Foundation.
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Affiliation(s)
- Jacinda Chen
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Rajesh Kumar Soni
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, New York City, NY 10032, USA
| | - Yimeng Xu
- Biomarkers Core Laboratory, Irving Institute for Clinical and Translational Research, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Sabrina Simoes
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA; Department of Neurology, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Feng-Xia Liang
- Microscopy Core Laboratory of Division of Advanced Research Technologies, New York University Grossman School of Medicine, New York City, NY 10016, USA
| | - Laura DeFreitas
- Biomarkers Core Laboratory, Irving Institute for Clinical and Translational Research, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Robert Hwang
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Jorge Montesinos
- Department of Neurology, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Joseph H Lee
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA; Department of Neurology, Columbia University Irving Medical Center, New York City, NY 10032, USA; G. H. Sergievsky Center, Columbia University Irving Medical Center, New York City, NY 10032, USA; Department of Epidemiology, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Estela Area-Gomez
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA; Department of Neurology, Columbia University Irving Medical Center, New York City, NY 10032, USA; Institute of Human Nutrition, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Renu Nandakumar
- Biomarkers Core Laboratory, Irving Institute for Clinical and Translational Research, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Badri Vardarajan
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA; Department of Neurology, Columbia University Irving Medical Center, New York City, NY 10032, USA; G. H. Sergievsky Center, Columbia University Irving Medical Center, New York City, NY 10032, USA
| | - Catherine Marquer
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York City, NY 10032, USA; Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York City, NY 10032, USA.
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