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Villate A, Olivares M, Usobiaga A, Unzueta-Larrinaga P, Barrena-Barbadillo R, Callado LF, Etxebarria N, Urigüen L. Uncovering metabolic dysregulation in schizophrenia and cannabis use disorder through untargeted plasma lipidomics. Sci Rep 2024; 14:31492. [PMID: 39733019 DOI: 10.1038/s41598-024-83288-5] [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: 10/16/2024] [Accepted: 12/13/2024] [Indexed: 12/30/2024] Open
Abstract
Cannabis use disorder affects up to 42% of individuals with schizophrenia, correlating with earlier onset, increased positive symptoms, and more frequent hospitalizations. This study employed an untargeted lipidomics approach to identify biomarkers in plasma samples from subjects with schizophrenia, cannabis use disorder, or both (dual diagnosis), aiming to elucidate the metabolic underpinnings of cannabis abuse and schizophrenia development. The use of liquid chromatography-high resolution mass spectrometry enabled the annotation of 119 metabolites, with the highest identification confidence level achieved for 16 compounds. Notably, a marked reduction in acylcarnitines, including octanoylcarnitine and decanoylcarnitine, was observed across all patient groups compared to controls. In cannabis use disorder patients, N-acyl amino acids (NAAAs), particularly N-palmitoyl threonine and N-palmitoyl serine, showed a strong downregulation, a pattern also seen in schizophrenia and dual diagnosis patients. Conversely, elevated levels of 7-dehydrodesmosterol were detected in schizophrenia and dual diagnosis patients relative to controls. These findings suggest a potential link between metabolic disruptions and the pathophysiology of both disorders. The untargeted lipidomics approach offers a powerful tool to identify novel biomarkers, enhancing our understanding of the biological relationship between cannabis abuse and schizophrenia, and paving the way for future therapeutic strategies targeting metabolic pathways in these conditions.
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Affiliation(s)
- Aitor Villate
- Department of Analytical Chemistry, University of the Basque Country, UPV/EHU, Leioa, Bizkaia, Spain
- PiE-UPV/EHU. Plentzia Itsas Estazioa, Areatza Pasealekua, 48620, Plentzia , (Biscay), Basque Country, Spain
| | - Maitane Olivares
- Department of Analytical Chemistry, University of the Basque Country, UPV/EHU, Leioa, Bizkaia, Spain
- PiE-UPV/EHU. Plentzia Itsas Estazioa, Areatza Pasealekua, 48620, Plentzia , (Biscay), Basque Country, Spain
| | - Aresatz Usobiaga
- Department of Analytical Chemistry, University of the Basque Country, UPV/EHU, Leioa, Bizkaia, Spain
- PiE-UPV/EHU. Plentzia Itsas Estazioa, Areatza Pasealekua, 48620, Plentzia , (Biscay), Basque Country, Spain
| | - Paula Unzueta-Larrinaga
- Department of Pharmacology, University of the Basque Country, UPV/EHU, Sarriena S/N, 48940, Leioa, Bizkaia, Spain
- BioBizkaia Health Research Institute, Bizkaia, Spain
| | - Rocío Barrena-Barbadillo
- BioBizkaia Health Research Institute, Bizkaia, Spain
- Department of Nursing, University of the Basque Country, UPV/EHU, Leioa, Bizkaia, Spain
| | - Luis Felipe Callado
- Department of Pharmacology, University of the Basque Country, UPV/EHU, Sarriena S/N, 48940, Leioa, Bizkaia, Spain
- BioBizkaia Health Research Institute, Bizkaia, Spain
- Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, Madrid, Spain
| | - Nestor Etxebarria
- Department of Analytical Chemistry, University of the Basque Country, UPV/EHU, Leioa, Bizkaia, Spain
- PiE-UPV/EHU. Plentzia Itsas Estazioa, Areatza Pasealekua, 48620, Plentzia , (Biscay), Basque Country, Spain
| | - Leyre Urigüen
- Department of Pharmacology, University of the Basque Country, UPV/EHU, Sarriena S/N, 48940, Leioa, Bizkaia, Spain.
- BioBizkaia Health Research Institute, Bizkaia, Spain.
- Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, Madrid, Spain.
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2
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Hartley T, Abdelmagid H, Abdulsalam Z, Mansion A, Howe E, Ramirez D, White K, Tadjuidje E. Embryotoxicity of statins and other prescribed drugs with reported off-target effects on cholesterol biosynthesis. Reprod Toxicol 2024; 132:108820. [PMID: 39667684 DOI: 10.1016/j.reprotox.2024.108820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 12/08/2024] [Accepted: 12/08/2024] [Indexed: 12/14/2024]
Abstract
Cholesterol plays pivotal cellular functions ranging from maintaining membrane fluidity to regulating cell-cell signaling. High cholesterol causes cardiovascular diseases, low cholesterol is linked to neuropsychiatric disorders, and inborn errors of cholesterol synthesis cause multisystem malformation syndromes. Statins lower cholesterol levels by inhibiting the first, rate-limiting reaction of the cholesterol biosynthesis pathway catalyzed by hydroxymethyl-glutaryl-Coenzyme A reductase (HMGCR). However, they have also been shown to interfere with cellular pathways that are unrelated to cholesterol synthesis. One of the last enzymes of cholesterol biosynthesis, 7-dehydrocholesterol reductase (DHCR7), is often mutated in the Smith-Lemli-Opitz syndrome (SLOS), a multisystem malformation syndrome. Strikingly, recent studies have shown that some prescribed psychotropic pharmaceuticals inhibit its activity. In this study, we used Xenopus laevis as a model organism to test the effects of 8 FDA-approved statins and selected prescribed psychotropic drugs on the developing vertebrate embryo. Drugs were tested at concentrations ranging from 0.1 µM to 50 µM. Embryos were exposed to the drugs from the blastula stage through the swimming tadpole stage with daily medium change. Our data show that statins are heterogenous with respect to their ability to cause embryonic lethality, with simvastatin, pitavastatin, lovastatin, cerivastatin, and fluvastatin being the most toxic ones. Observed phenotypes included delayed development, shortened body axis and pericardiac edema. On the other hand, psychotropic drugs were less embryonic lethal than statins but caused similar phenotypes as well as microcephaly and holoprosencephaly. Our findings suggest that the proximal and distal inhibition of cholesterol biosynthesis have different but overlapping effects on embryonic development.
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Affiliation(s)
- Taryn Hartley
- Department of Biological Sciences, Alabama State University, Montgomery, AL, United States; Center For NanoBiotechnology Research, Alabama State University, Montgomery, AL, United States
| | - Hagir Abdelmagid
- Department of Biological Sciences, Alabama State University, Montgomery, AL, United States; Center For NanoBiotechnology Research, Alabama State University, Montgomery, AL, United States
| | - Zeenat Abdulsalam
- Department of Biological Sciences, Alabama State University, Montgomery, AL, United States
| | | | - Emily Howe
- Department of Chemistry, Gettysburg College, Gettysburg, PA, United States
| | - Daniel Ramirez
- Department of Biology, Savannah State University, United States
| | - Kaylei White
- A & M College, Southern University, Baton Rouge, LA, United States
| | - Emmanuel Tadjuidje
- Department of Biological Sciences, Alabama State University, Montgomery, AL, United States; Center For NanoBiotechnology Research, Alabama State University, Montgomery, AL, United States.
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3
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Korade Z, Anderson AC, Sharma K, Tallman KA, Kim HYH, Porter NA, Gripp KW, Mirnics K. Inhibition of post-lanosterol biosynthesis by fentanyl: potential implications for Fetal Fentanyl Syndrome (FFS). Mol Psychiatry 2024; 29:3942-3949. [PMID: 38844533 DOI: 10.1038/s41380-024-02622-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/15/2024] [Accepted: 05/20/2024] [Indexed: 12/05/2024]
Abstract
A recent study discovered a novel, complex developmental disability syndrome, most likely caused by maternal fentanyl use disorder. This Fetal Fentanyl Syndrome (FFS) is biochemically characterized by elevated 7-dehydrocholesterol (7-DHC) levels in neonates, raising the question if fentanyl inhibition of the dehydrocholesterol reductase 7 (DHCR7) enzyme is causal for the emergence of the pathophysiology and phenotypic features of FFS. To test this hypothesis, we undertook a series of experiments on Neuro2a cells, primary mouse neuronal and astrocytic cultures, and human dermal fibroblasts (HDFs) with DHCR7+/+ and DHCR7+/- genotype. Our results revealed that in vitro exposure to fentanyl disrupted sterol biosynthesis across all four in vitro models. The sterol biosynthesis disruption by fentanyl was complex, and encompassed the majority of post-lanosterol intermediates, including elevated 7-DHC and decreased desmosterol (DES) levels across all investigated models. The overall findings suggested that maternal fentanyl use in the context of an opioid use disorder leads to FFS in the developing fetus through a strong disruption of the whole post-lanosterol pathway that is more complex than a simple DHCR7 inhibition. In follow-up experiments we found that heterozygous DHCR7+/- HDFs were significantly more susceptible to the sterol biosynthesis inhibitory effects of fentanyl than wild-type DHCR7+/+ fibroblasts. These data suggest that DHCR7+/- heterozygosity of mother and/or developing child (and potentially other sterol biosynthesis genes), when combined with maternal fentanyl use disorder, might be a significant contributory factor to the emergence of FFS in the exposed offspring. In a broader context, we believe that evaluation of new and existing medications for their effects on sterol biosynthesis should be an essential consideration during drug safety determinations, especially in pregnancy.
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Affiliation(s)
- Zeljka Korade
- Department of Pediatrics, Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Allison C Anderson
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Kanika Sharma
- Mass Spectrometry Core, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Keri A Tallman
- Department of Chemistry, Vanderbilt Institute of Chemical Biology and Vanderbilt Kennedy Center for Research on Human Development, Vanderbilt University, Nashville, TN, 37240, USA
| | - Hye-Young H Kim
- Department of Chemistry, Vanderbilt Institute of Chemical Biology and Vanderbilt Kennedy Center for Research on Human Development, Vanderbilt University, Nashville, TN, 37240, USA
| | - Ned A Porter
- Department of Chemistry, Vanderbilt Institute of Chemical Biology and Vanderbilt Kennedy Center for Research on Human Development, Vanderbilt University, Nashville, TN, 37240, USA
| | - Karen W Gripp
- Division of Medical Genetics, Nemours Children's Hospital, Wilmington, DE, 19803, USA
| | - Karoly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
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Gursoy BK, Atay E, Bilir A, Firat F, Soylemez ESA, Kurt GA, Gozen M, Ertekin T. Effect of aripiprazole on neural tube development in early chick embryos. Toxicol Appl Pharmacol 2024; 489:117009. [PMID: 38906509 DOI: 10.1016/j.taap.2024.117009] [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: 03/25/2024] [Revised: 05/30/2024] [Accepted: 06/14/2024] [Indexed: 06/23/2024]
Abstract
INTRODUCTION Aripiprazole (ARI) is a recently developed antipsychotic medication that belongs to the second generation of antipsychotics. The literature has contradictory information regarding ARI, which has been classified as pregnant use category C by the FDA. METHODS 125 pathogen-free fertilized eggs were incubated for 28 h and divided into five groups of 25 eggs each (including the control group), and 18 eggs with intact integrity were selected from each group. After the experimental groups were divided, ARI was administered subblastodermally with a Hamilton micro-injector at 4 different doses (1 mg/kg, 5 mg/kg, 10 mg/kg, 20 mg/kg). At the 48th hour of incubation, all eggs were hatched and embryos were removed from the embryonic membranes. And then morphologic (position of the neural tube (open or closed), crown-rump length, number of somites, embryological development status), histopathologic (apoptosis (caspase 3), cell proliferation (PCNA), in situ recognition of DNA breaks (tunnel)), genetic (BRE gene expression) analyzes were performed. RESULTS According to the results of the morphological analysis, when the frequency of neural tube patency was evaluated among the experimental groups, a statistically significant difference was determined between the control group and all groups (p < 0.001). In addition, the mean crown-rump length and somite number of the embryos decreased in a dose-dependent manner compared to the control group. It was determined that mRNA levels of the BRE gene decreased in embryos exposed to ARI compared to the control group (p < 0.001). CONCLUSION Morphologically, histopathologically, and genetically, aripiprazole exposure delayed neurogenesis and development in early chick embryos. These findings suggest its use in pregnant women may be teratogenic. We note that these results are preliminary for pregnant women, but they should be expanded and studied with additional and other samples.
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Affiliation(s)
- Betul Kurtses Gursoy
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Psychiatry, Afyonkarahisar, Turkey.
| | - Emre Atay
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Anatomy, Afyonkarahisar, Turkey
| | - Abdulkadir Bilir
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Anatomy, Afyonkarahisar, Turkey
| | - Fatma Firat
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Histology and Embryology, Afyonkarahisar, Turkey
| | - Evrim Suna Arikan Soylemez
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Medical Biology, Afyonkarahisar, Turkey
| | - Gulan Albas Kurt
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Anatomy, Afyonkarahisar, Turkey
| | - Mert Gozen
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Psychiatry, Afyonkarahisar, Turkey
| | - Tolga Ertekin
- Afyonkarahisar Health Sciences University, Faculty of Medicine, Department of Anatomy, Afyonkarahisar, Turkey
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5
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Goh XX, Tee SF, Tang PY, Chee KY, Loh KKW. Impact of body mass index elevation, Vitamin D receptor polymorphisms and antipsychotics on the risk of Vitamin D deficiency in schizophrenia patients. J Psychiatr Res 2024; 175:350-358. [PMID: 38761517 DOI: 10.1016/j.jpsychires.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/27/2024] [Accepted: 05/02/2024] [Indexed: 05/20/2024]
Abstract
Antipsychotics with weight gain as side effect and vitamin D receptor dysfunction associated with single nucleotide polymorphisms (VDR SNPs) may have different effects on vitamin D status. Hence, present study aimed to investigate the relationship between vitamin D with body mass index (BMI), antipsychotics and VDR SNPs (rs2228570, rs1544410, rs7975232 and rs731236) in Malaysian patients with schizophrenia. Serum vitamin D level was measured using competitive enzyme-linked immunosorbent assay kit. VDR SNPs were analyzed using polymerase chain reaction-restriction fragment length polymorphism. We found significantly lower serum vitamin D level in patients with schizophrenia (p < 0.01), especially those taking atypical antipsychotics (p = 0.02) and combined antipsychotics (p = 0.02) and obese (BMI ≥27.5 kg/m2) patients (p = 0.04) after adjustment for covariates. For VDR SNPs, the CT genotype of rs1544410, CA genotype of rs7975232, and AA and AG genotypes of rs731236 may contribute to the significant decreased serum vitamin D level in patients (p < 0.05). Nevertheless, these relationships may differ by populations or medical conditions. The hypotheses of volumetric dilution and sequestration of vitamin D may explain the lower vitamin D level in obese patients. In addition, lifestyle factors such as poor diet and lack of physical activity with less sunlight exposure may cause reduced vitamin D level among patients. As patients in present study were prescribed with various antipsychotics, the effect of each antipsychotic on vitamin D level could not be determined. Thus, future studies should investigate the effect of different types of antipsychotics and obesity on vitamin D level in schizophrenia.
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Affiliation(s)
- Xue Xin Goh
- Department of Chemical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Cheras, 43000, Kajang, Malaysia
| | - Shiau Foon Tee
- Department of Chemical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Cheras, 43000, Kajang, Malaysia.
| | - Pek Yee Tang
- Department of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Cheras, 43000, Kajang, Malaysia
| | - Kok Yoon Chee
- Department of Psychiatry and Mental Health, Hospital Kuala Lumpur, Jalan Pahang, 50586, Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
| | - Kenny Kien Woon Loh
- Medic Clinic (Family Medicine Specialist Clinic), Jalan Menjalara Idaman, Bandar Menjalara, Kepong, 52200, Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
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6
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Cui S, Ye J. 7-Dehydrocholesterol: A sterol shield against an iron sword. Mol Cell 2024; 84:1183-1185. [PMID: 38579675 DOI: 10.1016/j.molcel.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 03/07/2024] [Accepted: 03/07/2024] [Indexed: 04/07/2024]
Abstract
Li et al. and Freitas et al. recently identified 7-dehydrocholesterol (7-DHC), a sterol produced through the cholesterol biosynthetic pathway, as a lipid-soluble antioxidant that protects cells from ferroptosis, a cell death pathway triggered by iron-catalyzed phospholipid peroxidation.1,2.
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Affiliation(s)
- Shaojie Cui
- College of Biomedicine and Health, Huazhong Agricultural University, Wuhan, Hubei 430070, China; College of Life Science and Technology, Huazhong Agricultural University, Wuhan, Hubei 430070, China; Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jin Ye
- Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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7
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Peeples ES, Mirnics K, Korade Z. Chemical Inhibition of Sterol Biosynthesis. Biomolecules 2024; 14:410. [PMID: 38672427 PMCID: PMC11048061 DOI: 10.3390/biom14040410] [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: 02/25/2024] [Revised: 03/22/2024] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
Cholesterol is an essential molecule of life, and its synthesis can be inhibited by both genetic and nongenetic mechanisms. Hundreds of chemicals that we are exposed to in our daily lives can alter sterol biosynthesis. These also encompass various classes of FDA-approved medications, including (but not limited to) commonly used antipsychotic, antidepressant, antifungal, and cardiovascular medications. These medications can interfere with various enzymes of the post-lanosterol biosynthetic pathway, giving rise to complex biochemical changes throughout the body. The consequences of these short- and long-term homeostatic disruptions are mostly unknown. We performed a comprehensive review of the literature and built a catalogue of chemical agents capable of inhibiting post-lanosterol biosynthesis. This process identified significant gaps in existing knowledge, which fall into two main areas: mechanisms by which sterol biosynthesis is altered and consequences that arise from the inhibitions of the different steps in the sterol biosynthesis pathway. The outcome of our review also reinforced that sterol inhibition is an often-overlooked mechanism that can result in adverse consequences and that there is a need to develop new safety guidelines for the use of (novel and already approved) medications with sterol biosynthesis inhibiting side effects, especially during pregnancy.
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Affiliation(s)
- Eric S. Peeples
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE 68198, USA;
- Child Health Research Institute, Omaha, NE 68198, USA;
- Division of Neonatology, Children’s Nebraska, Omaha, NE 68114, USA
| | - Karoly Mirnics
- Child Health Research Institute, Omaha, NE 68198, USA;
- Department of Biochemistry & Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Pharmacology & Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Zeljka Korade
- Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE 68198, USA;
- Child Health Research Institute, Omaha, NE 68198, USA;
- Department of Biochemistry & Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USA
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8
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Wadman E, Fernandes E, Muss C, Powell-Hamilton N, Wojcik MH, Madden JA, Carreon CK, Clark RD, Stenftenagel A, Chikalard K, Kimonis V, Brucker W, Alves C, Gripp KW. A novel syndrome associated with prenatal fentanyl exposure. GENETICS IN MEDICINE OPEN 2023; 1:100834. [PMID: 39669238 PMCID: PMC11613603 DOI: 10.1016/j.gimo.2023.100834] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 09/22/2023] [Accepted: 09/22/2023] [Indexed: 12/14/2024]
Abstract
A novel syndrome was suspected in individuals sharing short stature, microcephaly, distinctive facial features, and congenital anomalies. We enrolled 6 patients in an institutional review board approved study and evaluated medical history, findings, facial photographs, and test results across this original cohort. Four additional cases with similar findings were contributed by clinicians from outside institutions, bringing the number of reported cases to 10 and supporting the existence of this novel syndrome. The 6 individuals enrolled into the institutional review board approved study shared microcephaly, short stature, and distinctive facial features. Congenital malformations included cleft palate, talipes equinovarus or rocker bottom feet, and chordee or hypospadias. Short, broad thumbs, single palmar crease, and mild 2,3 toe syndactyly were present. A hypoplastic corpus callosum was noted in 3 of 5 with appropriate evaluation. Their growth and physical findings were suggestive of Smith-Lemli-Opitz syndrome. Biochemical studies shortly after delivery indicated abnormalities in the cholesterol metabolism pathway that subsequently resolved. No shared genomic or genetic cause was identified. All individuals were born after a pregnancy complicated by prenatal exposure to nonprescription opioids, particularly fentanyl, suggesting fentanyl as a teratogen. Prenatal fentanyl exposure possibly interfered with cholesterol metabolism, giving rise to findings resembling Smith-Lemli-Opitz syndrome. This novel syndrome is clinically recognizable. Four additional cases contributed clinically shared similar findings, increasing the number of cases to 10 and supporting a novel syndrome associated with prenatal fentanyl exposure. Assessment of Shepard and Bradford Hill criteria could be consistent with fentanyl as teratogen, though caution is necessary before assigning causality and data replication is needed.
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Affiliation(s)
- Erin Wadman
- Division of Medical Genetics, Nemours Children's Hospital, Wilmington, DE
| | - Erica Fernandes
- Division of Medical Genetics, Nemours Children's Hospital, Wilmington, DE
| | - Candace Muss
- Division of Medical Genetics, Nemours Children's Hospital, Wilmington, DE
| | | | - Monica H. Wojcik
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA
- The Manton Center for Orphan Disease Research and Division of Genetics and Genomics, Boston Children’s Hospital, Boston, MA
| | - Jill A. Madden
- The Manton Center for Orphan Disease Research and Division of Genetics and Genomics, Boston Children’s Hospital, Boston, MA
| | | | - Robin D. Clark
- Division of Pediatric Genetics, Loma Linda University Children's Hospital, Loma Linda, CA
| | - Annie Stenftenagel
- Division of Genetics and Genomic Medicine, Department of Pediatrics, University of California-Irvine Medical Center, Irvine, CA
| | - Kamal Chikalard
- Division of Genetics and Genomic Medicine, Department of Pediatrics, University of California-Irvine Medical Center, Irvine, CA
| | - Virginia Kimonis
- Division of Genetics and Genomic Medicine, Department of Pediatrics, University of California-Irvine Medical Center, Irvine, CA
| | - William Brucker
- Division of Medical Genetics, Hasbro Children’s Hospital, Providence, RI
| | | | - Karen W. Gripp
- Division of Medical Genetics, Nemours Children's Hospital, Wilmington, DE
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Manca A, Mula J, Palermiti A, Vischia F, Cori DD, Venturello S, Emanuelli G, Maiese D, Antonucci M, Nicolò AD, Vivo EDD, Cusato J, D'Avolio A. Vitamin D impact in affecting clozapine plasma exposure: A potential contribution of seasonality. Biomed Pharmacother 2023; 165:115103. [PMID: 37413901 DOI: 10.1016/j.biopha.2023.115103] [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: 05/16/2023] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/08/2023] Open
Abstract
Schizophrenia affects approximately 24 million people worldwide and clozapine is the most effective antipsychotic drug. Nevertheless, its use in therapy is limited due to adverse effects.Therapeutic drug monitoring is a clinical tool useful to reduce the clozapine toxicity. In the literature, papers showed how psychiatric disorders could be associated with low vitamin D levels, but a few studies focusing on its role in affecting clozapine exposure are available. A TDM repository was analyzed: clozapine and vitamin D levels measured with liquid chromatography were considered. 1261 samples obtained from 228 individuals were evaluated: 624 patients (49.5%) showed clozapine plasma levels in therapeutic range (350-600 ng/mL). Clozapine toxic plasma levels (>1000 ng/mL) were more present in winter (p = 0.025), compared to other seasons. Concerning vitamin D, a sub-analysis of 859 samples was performed: 326 (37.81%) were deficient ( ng/mL), 490 (57.12%) had insufficient concentrations (10-30 ng/mL), while 43 (5.02%) had sufficient (>30 ng/mL) levels. A correlation between vitamin D and clozapine plasma levels (p = 0.007, Pearson coefficient=0.093) was observed. The role of seasonal variation in clozapine plasma exposure in psychiatric patients treated with clozapine was suggested. Further studies in larger cohorts are needed in order to clarify these aspects.
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Affiliation(s)
- Alessandra Manca
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy
| | - Jacopo Mula
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy; CoQua Lab s.r.l, Italy
| | - Alice Palermiti
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy.
| | - Flavio Vischia
- Department of Mental Health-Psychiatric Unit West, 10149 Turin, Italy
| | - David De Cori
- Department of Mental Health-Psychiatric Unit West, 10149 Turin, Italy
| | - Sara Venturello
- Department of Mental Health-Psychiatric Unit East, Day Service S.G. Bosco, 10144 Turin, Italy
| | - Guido Emanuelli
- Department of Mental Health-Psychiatric Unit East, S.G. Bosco, 10144 Turin, Italy
| | - Domenico Maiese
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy
| | - Miriam Antonucci
- SCDU Infectious Diseases, Amedeo di Savoia Hospital, ASL Città di Torino 10149 Italy
| | - Amedeo De Nicolò
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy
| | - Elisa Delia De Vivo
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy
| | - Jessica Cusato
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy
| | - Antonio D'Avolio
- Department of Medical Sciences, University of Turin, Amedeo di Savoia Hospital, Turin, Italy
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10
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Walton NL, Antonoudiou P, Maguire JL. Neurosteroid influence on affective tone. Neurosci Biobehav Rev 2023; 152:105327. [PMID: 37499891 PMCID: PMC10528596 DOI: 10.1016/j.neubiorev.2023.105327] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 07/07/2023] [Accepted: 07/23/2023] [Indexed: 07/29/2023]
Abstract
Affective disorders such as depression and anxiety are among the most prevalent psychiatric illnesses and causes of disability worldwide. The recent FDA-approval of a novel antidepressant treatment, ZULRESSO® (Brexanolone), a synthetic neurosteroid has fueled interest into the role of neurosteroids in the pathophysiology of depression as well as the mechanisms mediating the antidepressant effects of these compounds. The majority of studies examining the impact of neurosteroids on affective states have relied on the administration of exogenous neurosteroids; however, neurosteroids can also be synthesized endogenously from cholesterol or steroid hormone precursors. Despite the well-established influence of exogenous neurosteroids on affective states, we still lack an understanding of the role of endogenous neurosteroids in modulating affective tone. This review aims to summarize the current literature supporting the influence of neurosteroids on affective states in clinical and preclinical studies, as well as recent evidence suggesting that endogenous neurosteroids may set a baseline affective tone.
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Affiliation(s)
- Najah L Walton
- Program of Neuroscience, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA; Department of Neuroscience, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA
| | - Pantelis Antonoudiou
- Program of Neuroscience, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA; Department of Neuroscience, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA
| | - Jamie L Maguire
- Program of Neuroscience, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA; Department of Neuroscience, Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA.
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11
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Xiaoxia L, Jilong J, Xianrui C, Yanhui C. Vitamin D status and tic disorder: a systematic review and meta-analysis of observational studies. Front Pediatr 2023; 11:1173741. [PMID: 37325365 PMCID: PMC10267821 DOI: 10.3389/fped.2023.1173741] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 05/09/2023] [Indexed: 06/17/2023] Open
Abstract
Objective Tic disorders (TD) are a common neurodevelopmental disorder, it can be divided into transient tic disorder (TTD), chronic motor or vocal tic disorder (CTD), and Tourette syndrome (TS). Our research is to evaluate the clinical relationship between tic disorders and vitamin D level in children. Methods Online databases, including CNKI, Wanfang, VIP, Cochrane Library, PubMed and Embase digital knowledge service platform, were checked up to June 2022 for relevant observational studies published in Chinese and English. A random-effects model was incorporated to summarize the study results. The RevMan5.3 software was used for meta-analysis. Results Out of 132 retrieved articles, 13 observational studies were eligible for inclusion in the systematic review and meta-analysis, comparing serum Vitamin D levels between children with TD and HC (healthy controls), including different subtypes of TD (TTD, CTD and TS). The results showed that the serum vitamin D levels in the TD group were lower than those in the HC group (MD = -6.64, 95% CI: -9.36 to -3.93, P < 0.001, Heterogeneity test: P < 0.001, I2 = 94%). There were no statistically significant differences in serum vitamin D levels between the TTD group and the CTD group (MD = 3.84, 95% CI: -0.59 to 8.26, P = 0.09, Heterogeneity test: P < 0.001, I2 = 90%), or between the CTD group and the TS group (MD = 1.06, 95% CI: -0.04 to 2.16, P = 0.0, Heterogeneity test: P = 0.54, I2 = 0%). However, there was a statistically significant difference in serum vitamin D levels between the TTD group and the TS group (MD = 5.24, 95% CI: 0.68-9.80, P = 0.02, Heterogeneity test: P < 0.001, I2 = 92%). The study also found a statistically significant difference in the ratio of male children between the TD group and the HC group (OR = 1.48, 95% CI: 1.07-2.03, P = 0.02, Heterogeneity test: P < 0.001, I2 = 74%), but no statistically significant difference in the age of children between the TD group and the HC group (OR = 0.46, 95% CI: -0.33 to 1.24, P = 0.25, Heterogeneity test: P < 0.001, I2 = 96%). Conclusions Our meta-analysis showed that the vitamin D level of children with TD was lower than that of healthy children. However, there was no difference between the subgroup. Due to the limitations of included studies in research design and diagnostic criteria, large samples, multi-center and high-quality studies are still needed for further analysis and confirmation.
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Affiliation(s)
- Lin Xiaoxia
- Department of Pediatrics, Fujian Medical University Union Hospital, Fuzhou, China
| | - Jiang Jilong
- Department of Pediatrics, Fujian Medical University Union Hospital, Fuzhou, China
| | - Chen Xianrui
- Department of Pediatric Rehabilitation, Xiamen Rehabilitation Hospital, Xiamen, China
| | - Chen Yanhui
- Department of Pediatrics, Fujian Medical University Union Hospital, Fuzhou, China
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12
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Association between cholesterol and response to escitalopram and nortriptyline in patients with major depression: Study combining clinical and register-based information. Biomark Neuropsychiatry 2022. [DOI: 10.1016/j.bionps.2022.100057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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13
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Balog M, Anderson AC, Heffer M, Korade Z, Mirnics K. Effects of Psychotropic Medication on Somatic Sterol Biosynthesis of Adult Mice. Biomolecules 2022; 12:biom12101535. [PMID: 36291744 PMCID: PMC9599595 DOI: 10.3390/biom12101535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/12/2022] [Accepted: 10/18/2022] [Indexed: 11/21/2022] Open
Abstract
Polypharmacy is commonly used to treat psychiatric disorders. These combinations often include drugs with sterol biosynthesis inhibiting side effects, including the antipsychotic aripiprazole (ARI), and antidepressant trazodone (TRZ). As the effects of psychotropic medications are poorly understood across the various tissue types to date, we investigated the effects of ARI, TRZ, and ARI + TRZ polypharmacy on the post-lanosterol biosynthesis in three cell lines (Neuro2a, HepG2, and human dermal fibroblasts) and seven peripheral tissues of an adult mouse model. We found that both ARI and TRZ strongly interfere with the function of 7-dehydrocholesterol reductase enzyme (DHCR7) and lead to robust elevation in 7-dehydrocholesterol levels (7-DHC) and reduction in desmosterol (DES) across all cell lines and somatic tissues. ARI + TRZ co-administration resulted in summative or synergistic effects across the utilized in vitro and in vivo models. These findings suggest that at least some of the side effects of ARI and TRZ are not receptor mediated but arise from inhibiting DHCR7 enzyme activity. We propose that interference with sterol biosynthesis, particularly in the case of simultaneous utilization of medications with such side effects, can potentially interfere with functioning or development of multiple organ systems, warranting further investigation.
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Affiliation(s)
- Marta Balog
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105, USA
- Department of Medical Biology and Genetics, Faculty of Medicine, J. J. Strossmayer University of Osijek, 31000 Osijek, Croatia
| | - Allison C Anderson
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105, USA
| | - Marija Heffer
- Department of Medical Biology and Genetics, Faculty of Medicine, J. J. Strossmayer University of Osijek, 31000 Osijek, Croatia
| | - Zeljka Korade
- Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Child Health Research Institute, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Correspondence: (Z.K.); (K.M.)
| | - Karoly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105, USA
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Child Health Research Institute, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Psychiatry, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Correspondence: (Z.K.); (K.M.)
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14
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Sfera A, Hazan S, Anton JJ, Sfera DO, Andronescu CV, Sasannia S, Rahman L, Kozlakidis Z. Psychotropic drugs interaction with the lipid nanoparticle of COVID-19 mRNA therapeutics. Front Pharmacol 2022; 13:995481. [PMID: 36160443 PMCID: PMC9503827 DOI: 10.3389/fphar.2022.995481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/09/2022] [Indexed: 11/18/2022] Open
Abstract
The messenger RNA (mRNA) vaccines for COVID-19, Pfizer-BioNTech and Moderna, were authorized in the US on an emergency basis in December of 2020. The rapid distribution of these therapeutics around the country and the world led to millions of people being vaccinated in a short time span, an action that decreased hospitalization and death but also heightened the concerns about adverse effects and drug-vaccine interactions. The COVID-19 mRNA vaccines are of particular interest as they form the vanguard of a range of other mRNA therapeutics that are currently in the development pipeline, focusing both on infectious diseases as well as oncological applications. The Vaccine Adverse Event Reporting System (VAERS) has gained additional attention during the COVID-19 pandemic, specifically regarding the rollout of mRNA therapeutics. However, for VAERS, absence of a reporting platform for drug-vaccine interactions left these events poorly defined. For example, chemotherapy, anticonvulsants, and antimalarials were documented to interfere with the mRNA vaccines, but much less is known about the other drugs that could interact with these therapeutics, causing adverse events or decreased efficacy. In addition, SARS-CoV-2 exploitation of host cytochrome P450 enzymes, reported in COVID-19 critical illness, highlights viral interference with drug metabolism. For example, patients with severe psychiatric illness (SPI) in treatment with clozapine often displayed elevated drug levels, emphasizing drug-vaccine interaction.
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Affiliation(s)
- Adonis Sfera
- Patton State Hospital, San Bernardino, CA, United States
- Department of Psychiatry, University of California, Riverside, Riverside, CA, United States
| | - Sabine Hazan
- Department of Psychiatry, University of California, Riverside, Riverside, CA, United States
| | - Jonathan J. Anton
- Patton State Hospital, San Bernardino, CA, United States
- Department of Biology, California Baptist University, Riverside, CA, United States
| | - Dan O. Sfera
- Patton State Hospital, San Bernardino, CA, United States
| | | | | | - Leah Rahman
- Department of Medicine, University of Oregon, Eugene, OR, United States
| | - Zisis Kozlakidis
- International Agency For Research On Cancer (IARC), Lyon, France
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15
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Allen LB, Mirnics K. Metoprolol Inhibits Developmental Brain Sterol Biosynthesis in Mice. Biomolecules 2022; 12:1211. [PMID: 36139049 PMCID: PMC9496459 DOI: 10.3390/biom12091211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 08/26/2022] [Accepted: 08/28/2022] [Indexed: 12/29/2022] Open
Abstract
De novo sterol synthesis is a critical homeostatic mechanism in the brain that begins during early embryonic development and continues throughout life. Multiple medications have sterol-biosynthesis-inhibiting side effects, with potentially detrimental effects on brain health. Using LC-MS/MS, we investigated the effects of six commonly used beta-blockers on brain sterol biosynthesis in vitro using cell lines. Two beta-blockers, metoprolol (MTP) and nebivolol, showed extreme elevations of the highly oxidizable cholesterol precursor 7-dehydrocholesterol (7-DHC) in vitro across multiple cell lines. We followed up on the MTP findings using a maternal exposure model in mice. We found that 7-DHC was significantly elevated in all maternal brain regions analyzed as well as in the heart, liver and brain of the maternally exposed offspring. Since DHCR7-inhibiting/7-DHC elevating compounds can be considered teratogens, these findings suggest that MTP utilization during pregnancy might be detrimental for the development of offspring, and alternative beta-blockers should be considered.
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Affiliation(s)
- Luke B. Allen
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105, USA
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Károly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105, USA
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Psychiatry, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
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16
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Ribeiro HC, Sen P, Dickens A, Santa Cruz EC, Orešič M, Sussulini A. Metabolomic and proteomic profiling in bipolar disorder patients revealed potential molecular signatures related to hemostasis. Metabolomics 2022; 18:65. [PMID: 35922643 DOI: 10.1007/s11306-022-01924-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 07/19/2022] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Bipolar disorder (BD) is a mood disorder characterized by the occurrence of depressive episodes alternating with episodes of elevated mood (known as mania). There is also an increased risk of other medical comorbidities. OBJECTIVES This work uses a systems biology approach to compare BD treated patients with healthy controls (HCs), integrating proteomics and metabolomics data using partial correlation analysis in order to observe the interactions between altered proteins and metabolites, as well as proposing a potential metabolic signature panel for the disease. METHODS Data integration between proteomics and metabolomics was performed using GC-MS data and label-free proteomics from the same individuals (N = 13; 5 BD, 8 HC) using generalized canonical correlation analysis and partial correlation analysis, and then building a correlation network between metabolites and proteins. Ridge-logistic regression models were developed to stratify between BD and HC groups using an extended metabolomics dataset (N = 28; 14 BD, 14 HC), applying a recursive feature elimination for the optimal selection of the metabolites. RESULTS Network analysis demonstrated links between proteins and metabolites, pointing to possible alterations in hemostasis of BD patients. Ridge-logistic regression model indicated a molecular signature comprising 9 metabolites, with an area under the receiver operating characteristic curve (AUROC) of 0.833 (95% CI 0.817-0.914). CONCLUSION From our results, we conclude that several metabolic processes are related to BD, which can be considered as a multi-system disorder. We also demonstrate the feasibility of partial correlation analysis for integration of proteomics and metabolomics data in a case-control study setting.
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Affiliation(s)
- Henrique Caracho Ribeiro
- Laboratory of Bioanalytics and Integrated Omics (LaBIOmics), Institute of Chemistry, University of Campinas, PO Box 6154, Campinas, SP, 13083-970, Brazil
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, 20520, Turku, Finland
| | - Partho Sen
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, 20520, Turku, Finland
- School of Medical Sciences, Örebro University, 702 81, Örebro, Sweden
| | - Alex Dickens
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, 20520, Turku, Finland
- Department of Chemistry, University of Turku, 20520, Turku, Finland
| | - Elisa Castañeda Santa Cruz
- Laboratory of Bioanalytics and Integrated Omics (LaBIOmics), Institute of Chemistry, University of Campinas, PO Box 6154, Campinas, SP, 13083-970, Brazil
| | - Matej Orešič
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, 20520, Turku, Finland
- School of Medical Sciences, Örebro University, 702 81, Örebro, Sweden
| | - Alessandra Sussulini
- Laboratory of Bioanalytics and Integrated Omics (LaBIOmics), Institute of Chemistry, University of Campinas, PO Box 6154, Campinas, SP, 13083-970, Brazil.
- Instituto Nacional de Ciência e Tecnologia de Bioanalítica (INCTBio), Institute of Chemistry, University of Campinas (UNICAMP), Campinas, SP, 13083-970, Brazil.
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17
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Balog M, Anderson A, Genaro-Mattos TC, Korade Z, Mirnics K. Individual and simultaneous treatment with antipsychotic aripiprazole and antidepressant trazodone inhibit sterol biosynthesis in the adult brain. J Lipid Res 2022; 63:100249. [PMID: 35839864 PMCID: PMC9386463 DOI: 10.1016/j.jlr.2022.100249] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 06/29/2022] [Accepted: 06/30/2022] [Indexed: 11/29/2022] Open
Abstract
Polypharmacy, or the simultaneous use of multiple drugs to treat a single patient, is a common practice in psychiatry. Unfortunately, data on the health effects of commonly used combinations of medications are very limited. In this study, we therefore investigated the effects and interactions between two commonly prescribed psychotropic medications with sterol inhibiting side effects, trazodone (TRZ), an antidepressant, and aripiprazole (ARI), an antipsychotic. In vitro cell culture experiments revealed that both medications alone disrupted neuronal and astroglial sterol biosynthesis in dose-dependent manners. Furthermore, when ARI and TRZ were combined, exposure resulted in an additive 7-dehydrocholesterol (7-DHC) increase, as well as desmosterol (DES) and cholesterol decreases in both cell types. In adult mice, at baseline, we found that the three investigated sterols showed significant differences in distribution across the eight assessed brain regions. Furthermore, experimental mice treated with ARI or TRZ, or a combination of both medications for 8 days, showed strong sterol disruption across all brain regions. We show ARI or TRZ alone elevated 7-DHC and decreased DES levels in all brain regions, but with regional differences. However, the combined utilization of these two medications for 8 days did not lead to additive changes in sterol disturbances. Based on the complex roles of 7-DHC derived oxysterols, we conclude that individual and potentially simultaneous use of medications with sterol biosynthesis-inhibiting properties might have undesired side effects on the adult brain, with as yet unknown long-term consequences on mental or physical health.
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Affiliation(s)
- Marta Balog
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska, USA; Faculty of Medicine, Department of Medical Biology and Genetics, J. J. Strossmayer University of Osijek, Osijek, Croatia
| | - Allison Anderson
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Thiago C Genaro-Mattos
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Zeljka Korade
- Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA; Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA.
| | - Karoly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska, USA; Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA; Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA.
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18
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Desmosterol and 7-dehydrocholesterol concentrations in post mortem brains of depressed people: The role of trazodone. Transl Psychiatry 2022; 12:139. [PMID: 35379782 PMCID: PMC8980007 DOI: 10.1038/s41398-022-01903-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 02/24/2022] [Accepted: 03/15/2022] [Indexed: 12/19/2022] Open
Abstract
Major depressive disorder (MDD) is a common, disabling, and heterogeneous condition that responds unpredictably to current treatments. We previously showed an association between depressive symptoms and plasma concentrations of two cholesterol precursors, desmosterol and 7-dehydrocholesterol (7DHC). Here, we measured total cholesterol and sterol concentrations with mass spectrometry in postmortem brain samples from depressed and control subjects. Mean (±SEM) desmosterol concentration was 8.9 ± 0.97 ng/mg in the depressed versus 10.7 ± 0.72 ng/mg in the control group. The mean of the posterior probability distribution for the difference in desmosterol concentration between the two groups was 2.36 (95% highest density interval [HDI] 0.59-4.17). Mean 7DHC concentrations, 12.5 ± 4.1 ng/mg in the depressed versus 5.4 ± 0.74 ng/mg in the control group, were unlikely to be different (95% HDI, [-1.37-0.34]). We found that presence of trazodone in the peri-mortem toxicology screen accounted for the observed difference in desmosterol concentrations. We also observed extremely high 7DHC levels in all 4 subjects who had taken trazodone. Trazodone has been recently found to inhibit 7-dehydrocholesterol reductase and alter sterol concentrations in rodents, cell culture, human fibroblasts, and blood. In this study, we demonstrate for the first time that trazodone alters human brain sterol composition. Given congenital deficiency of 7-dehydrocholesterol reductase results in Smith-Lemli-Opitz syndrome, our findings support the hypothesis that this commonly used medication may have previously unappreciated risks.
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19
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Korade Z, Heffer M, Mirnics K. Medication effects on developmental sterol biosynthesis. Mol Psychiatry 2022; 27:490-501. [PMID: 33820938 PMCID: PMC8490477 DOI: 10.1038/s41380-021-01074-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 03/01/2021] [Accepted: 03/19/2021] [Indexed: 02/01/2023]
Abstract
Cholesterol is essential for normal brain function and development. Genetic disruptions of sterol biosynthesis result in intellectual and developmental disabilities. Developing neurons synthesize their own cholesterol, and disruption of this process can occur by both genetic and chemical mechanisms. Many commonly prescribed medications interfere with sterol biosynthesis, including haloperidol, aripiprazole, cariprazine, fluoxetine, trazodone and amiodarone. When used during pregnancy, these compounds might have detrimental effects on the developing brain of the offspring. In particular, inhibition of dehydrocholesterol-reductase 7 (DHCR7), the last enzyme in the biosynthesis pathway, results in accumulation of the immediate cholesterol precursor, 7-dehydrocholesterol (7-DHC). 7-DHC is highly unstable, giving rise to toxic oxysterols; this is particularly pronounced in a mouse model when both the mother and the offspring carry the Dhcr7+/- genotype. Studies of human dermal fibroblasts from individuals who carry DCHR7+/- single allele mutations suggest that the same gene*medication interaction also occurs in humans. The public health relevance of these findings is high, as DHCR7-inhibitors can be considered teratogens, and are commonly used by pregnant women. In addition, sterol biosynthesis inhibiting medications should be used with caution in individuals with mutations in sterol biosynthesis genes. In an age of precision medicine, further research in this area could open opportunities to improve patient and fetal/infant safety by tailoring medication prescriptions according to patient genotype and life stage.
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Affiliation(s)
- Zeljka Korade
- Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA, 68198.,Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA, 68198
| | - Marija Heffer
- J. J. Strossmayer University of Osijek, Faculty of Medicine Osijek, Department of Medical Biology and Genetics, Josipa Huttlera 4, 31000 Osijek, Croatia
| | - Károly Mirnics
- Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE, 68198, USA. .,Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68105, USA.
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20
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Saito J, Ishii M, Mito A, Yakuwa N, Kawasaki H, Tachibana Y, Suzuki T, Yamatani A, Sago H, Murashima A. Trazodone Levels in Maternal Serum, Cord Blood, Breast Milk, and Neonatal Serum. Breastfeed Med 2021; 16:922-925. [PMID: 34348038 PMCID: PMC8817729 DOI: 10.1089/bfm.2021.0191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Background: Trazodone is used to treat anxiety disorder, insomnia, and sleep disorders, which occur in ∼15% of pregnant and lactating women. However, pharmacokinetic information on the transfer of trazodone and its active metabolite, 1-m-chlorophenylpiperazine (mCPP), across the placenta or into breast milk is limited. In this study, we describe the pharmacokinetic profile of trazodone and mCPP concentrations in maternal and neonatal blood and breast milk. Case Presentation: A 44-year-old female received oral trazodone 50 mg once daily during pregnancy (28-38 gestational weeks) and lactation, along with etizolam for anxiety disorder with depressive syndrome. A male infant weighing 2,918 g was born at 38 weeks of gestation. Because of persistent respiratory disturbance, oxygenation was initiated immediately after birth, and the infant was admitted in the neonatal intensive care unit for 5 days. No pulmonary dysfunction or birth defects were detected, and no medication and circulatory support were needed during admission. Trazodone and mCPP concentrations in cord blood at 7.4 hours after maternal dosing were 267.6 and 22.8 ng/mL, respectively, which were comparable with maternal serum levels. The trazodone and mCPP concentrations in breast milk collected 7.2 hours after maternal dosing were 50.2 and 3.2 ng/mL, respectively. The infant developed normally, with no drug-related adverse effects at the 1-, 3-, and 6-month postpartum checkups. Conclusion: Trazodone and its active metabolite were transferred into placenta and breast milk. However, their effects in utero could not be clarified. Further studies are warranted to assess the safety of trazodone in fetuses and breastfed infants.
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Affiliation(s)
- Jumpei Saito
- Department of Pharmacy, National Center for Child Health and Development, Tokyo, Japan
| | - Mariko Ishii
- Department of Pharmacy, National Center for Child Health and Development, Tokyo, Japan
| | - Asako Mito
- Division of Maternal Medicine, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan.,Japan Drug Information Institute in Pregnancy, National Center for Child Health and Development, Tokyo, Japan
| | - Naho Yakuwa
- Japan Drug Information Institute in Pregnancy, National Center for Child Health and Development, Tokyo, Japan
| | - Hiroyo Kawasaki
- Department of Pharmacy, National Center for Child Health and Development, Tokyo, Japan
| | - Yoshiyuki Tachibana
- Division of Infant and Toddler Mental Health, Department of Psychosocial Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Tomo Suzuki
- Japan Drug Information Institute in Pregnancy, National Center for Child Health and Development, Tokyo, Japan.,Division of Obstetrics, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Akimasa Yamatani
- Department of Pharmacy, National Center for Child Health and Development, Tokyo, Japan.,Japan Drug Information Institute in Pregnancy, National Center for Child Health and Development, Tokyo, Japan
| | - Haruhiko Sago
- Division of Obstetrics, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Atsuko Murashima
- Division of Maternal Medicine, Center for Maternal-Fetal, Neonatal and Reproductive Medicine, National Center for Child Health and Development, Tokyo, Japan.,Japan Drug Information Institute in Pregnancy, National Center for Child Health and Development, Tokyo, Japan
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Genaro-Mattos TC, Klingelsmith KB, Allen LB, Anderson A, Tallman KA, Porter NA, Korade Z, Mirnics K. Sterol Biosynthesis Inhibition in Pregnant Women Taking Prescription Medications. ACS Pharmacol Transl Sci 2021; 4:848-857. [PMID: 33860207 DOI: 10.1021/acsptsci.1c00012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Indexed: 12/14/2022]
Abstract
Sterol biosynthesis is a critical homeostatic mechanism of the body. Sterol biosynthesis begins during early embryonic life and continues throughout life. Many commonly used medications, prescribed >200 million times in the United States annually, have a sterol biosynthesis inhibition side effect. Using our high-throughput LC-MS/MS method, we assessed the levels of post-lanosterol sterol intermediates (lanosterol, desmosterol, and 7-dehydrocholesterol (7-DHC)) and cholesterol in 1312 deidentified serum samples from pregnant women. 302 samples showing elevated 7-DHC were analyzed for the presence of 14 medications known to inhibit the 7-dehydrocholesterol reductase enzyme (DHCR7) and increase 7-DHC. Of the 302 samples showing 7-DHC elevation, 43 had detectable levels of prescription medications with a DHCR7-inhibiting side effect. Taking more than one 7-DHC-elevating medication in specific combinations (polypharmacy) might exacerbate the effect on 7-DHC levels in pregnant women, suggesting a potentially additive or synergistic effect. As 7-DHC and 7-DHC-derived oxysterols are toxic, and as DHCR7-inhibiting medications are considered teratogens, our findings raise potential concerns regarding the use of prescription medication with a DHCR7-inhibiting side effect during pregnancy. The use of prescription medications during pregnancy is sometimes unavoidable, but choosing a medication without a DHCR7-inhibiting side effect might lead to a heathier pregnancy and prevent putatively adverse outcomes for the developing offspring.
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Affiliation(s)
- Thiago C Genaro-Mattos
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Korinne B Klingelsmith
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Luke B Allen
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States.,Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Allison Anderson
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Keri A Tallman
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37221, United States
| | - Ned A Porter
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37221, United States
| | - Zeljka Korade
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States.,Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Károly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States.,Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States.,Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
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22
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Genaro-Mattos T, Anderson A, Allen LB, Korade Z, Mirnics K. Altered Cholesterol Biosynthesis Affects Drug Metabolism. ACS OMEGA 2021; 6:5490-5498. [PMID: 33681590 PMCID: PMC7931400 DOI: 10.1021/acsomega.0c05817] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 02/10/2021] [Indexed: 06/12/2023]
Abstract
The last step of cholesterol biosynthesis is the conversion of 7-dehydrocholesterol (7-DHC) into cholesterol, a reaction catalyzed by dehydrocholesterol reductase 7 (DHCR7). Investigation of the effect of Dhcr7 single-allele mutations on the metabolism of aripiprazole (ARI) and cariprazine (CAR) in maternally exposed transgenic pups revealed that ARI, CAR, and their active metabolites were decreased in the liver and brain of Dhcr7 +/- . This difference in the drug and metabolite levels resulted in an increased turnover of ARI and CAR in tissues from Dhcr7 +/- animals, indicating an enhanced metabolism, which was at least partially due to increased levels of Cyp2d6 in the liver of Dhcr7 +/- mice. Finally, experiments with both WT and DHCR7 +/- human fibroblasts revealed lower drug levels in DHCR7 +/- heterozygous cells. Our findings have potential clinical implications, as DHCR7 heterozygosity is present in 1-3% in the human population, and these individuals might have reduced therapeutic levels of Cyp2d6-metabolized medications and are putatively more susceptible to unwanted side effects.
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Affiliation(s)
- Thiago
C. Genaro-Mattos
- Munroe-Meyer
Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Allison Anderson
- Munroe-Meyer
Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Luke B. Allen
- Munroe-Meyer
Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
- Department
of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Zeljka Korade
- Department
of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
- Department
of Pediatrics, College of Medicine, University
of Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Károly Mirnics
- Munroe-Meyer
Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
- Department
of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
- Department
of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska 68198, United States
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23
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Tallman KA, Allen LB, Klingelsmith KB, Anderson A, Genaro-Mattos TC, Mirnics K, Porter NA, Korade Z. Prescription Medications Alter Neuronal and Glial Cholesterol Synthesis. ACS Chem Neurosci 2021; 12:735-745. [PMID: 33528983 PMCID: PMC7977035 DOI: 10.1021/acschemneuro.0c00765] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Mouse brain contains over 100 million neuronal, glial, and other support cells. Developing neurons and astrocytes synthesize their own cholesterol, and disruption of this process can occur by both genetic and chemical mechanisms. In this study we have exposed cultured murine neurons and astrocytes to six different prescription medications that cross the placenta and blood-brain barriers and analyzed the effects of these drugs on cholesterol biosynthesis by an LC-MS/MS protocol that assays 14 sterols and 7 oxysterols in a single run. Three antipsychotics (haloperidol, cariprazine, aripiprazole), two antidepressants (trazodone and sertraline), and an antiarhythmic (amiodarone) inhibited one or more sterol synthesis enzymes. The result of the exposures was a dose-dependent increase in levels of various sterol intermediates and a decreased level of cholesterol in the cultured cells. Four prescription medications (haloperidol, aripiprazole, cariprazine, and trazodone) acted primarily on the DHCR7 enzyme. The result of this exposure was an increase in 7-dehydrocholesterol in neurons and astrocytes to levels that were comparable to those found in cultured neurons and astrocytes from transgenic mice that carried a Dhcr7 pathogenic mutation modeling the neurodevelopmental disorder Smith-Lemli-Opitz syndrome.
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Affiliation(s)
- Keri A Tallman
- Department of Chemistry, Vanderbilt Institute of Chemical Biology and Vanderbilt Kennedy Center for Research on Human Development, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Luke B Allen
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Korinne B Klingelsmith
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Allison Anderson
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Thiago C Genaro-Mattos
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Károly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska 68105, United States
| | - Ned A Porter
- Department of Chemistry, Vanderbilt Institute of Chemical Biology and Vanderbilt Kennedy Center for Research on Human Development, Vanderbilt University, Nashville, Tennessee 37235, United States
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Abstract
Trazodone (TRZ) is a commonly prescribed antidepressant with significant off-label use for insomnia. A recent drug screening revealed that TRZ interferes with sterol biosynthesis, causing elevated levels of sterol precursor 7-dehydrocholesterol (7-DHC). Recognizing the well-documented, disruptive effect of 7-DHC on brain development, we designed a study to analyze TRZ effects during pregnancy. Utilizing an in vivo model and human biomaterial, our studies were designed to also account for drug interactions with maternal or offspring Dhcr7 genotype. In a maternal exposure model, we found that TRZ treatment increased 7-DHC and decreased desmosterol levels in brain tissue in newborn pups. We also observed interactions between Dhcr7 mutations and maternal TRZ exposure, giving rise to the most elevated toxic oxysterols in brains of Dhcr7+/- pups with maternal TRZ exposure, independently of the maternal Dhcr7 genotype. Therefore, TRZ use during pregnancy might be a risk factor for in utero development of a neurodevelopmental disorder, especially when the unborn child is of DHCR7+/- genotype. The effects of TRZ on 7-DHC was corroborated in human serum samples. We analyzed sterols and TRZ levels in individuals with TRZ prescriptions and found that circulating TRZ levels correlated highly with 7-DHC. The abundance of off-label use and high prescription rates of TRZ might represent a risk for the development of DHCR7 heterozygous fetuses. Thus, TRZ use during pregnancy is potentially a serious public health concern.
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25
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Yuan T, Wang S, Le J, Li Y. Effects of Atypical Antipsychotics on Neuroactive Vitamins in Patients With Schizophrenia. J Clin Pharmacol 2020; 60:1355-1361. [PMID: 32428979 DOI: 10.1002/jcph.1625] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 03/26/2020] [Indexed: 01/20/2023]
Abstract
In schizophrenia, neuroactive vitamins A/D/E play vital neuroprotective roles in its pathophysiological processes. During medical treatment, atypical antipsychotics, including aripiprazole, amisulpride, olanzapine, and paliperidone, were widely used at present. However, their impact on vitamin metabolism in vivo remained unclear. In this study, we conducted a case-control research to investigate the impacts of antipsychotics on vitamin metabolism. Schizophrenic patients (n = 163), who were divided into 5 groups (aripiprazole group, amisulpride group, olanzapine group, paliperidone group, nonmedication group) according to their different medication patterns, and healthy controls (n = 75) were involved. The concentrations of vitamin A/D/E and antipsychotics were measured using liquid chromatography-tandem mass spectrometry methods. Compared with healthy controls, significantly lower vitamin D and E concentrations were found in the nonmedication group after covariance analysis adjusting for age, sex, albumin, bilirubin, triglyceride, and cholesterol. We found that aripiprazole could affect vitamin D concentrations in vivo, and a positive correlation between aripiprazole concentrations and vitamin D concentrations (r = 0.319, P = 0.025) was observed in aripiprazole group. Such result revealed the very first observation for the influence of atypical antipsychotics medication toward vitamin status in vivo. Our study showed that low concentrations of vitamin D and E in vivo could be associated with schizophrenia, suggesting that hypovitaminosis may lead to a vulnerability to schizophrenia. More importantly, aripiprazole may potentially benefit the patients through improving their vitamin D status in vivo.
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Affiliation(s)
- Tengfei Yuan
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shaoting Wang
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Juan Le
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yan Li
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
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26
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Wages PA, Joshi P, Tallman KA, Kim HYH, Bowman AB, Porter NA. Screening ToxCast™ for Chemicals That Affect Cholesterol Biosynthesis: Studies in Cell Culture and Human Induced Pluripotent Stem Cell-Derived Neuroprogenitors. ENVIRONMENTAL HEALTH PERSPECTIVES 2020; 128:17014. [PMID: 31985273 PMCID: PMC7015578 DOI: 10.1289/ehp5053] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 11/20/2019] [Accepted: 11/25/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Changes in cholesterol metabolism are common hallmarks of neurodevelopmental pathologies. A diverse array of genetic disorders of cholesterol metabolism support this claim as do multiple lines of research that demonstrate chemical inhibition of cholesterol biosynthesis compromises neurodevelopment. Recent work has revealed that a number of commonly used pharmaceuticals induce changes in cholesterol metabolism that are similar to changes induced by genetic disorders with devastating neurodevelopmental deficiencies. OBJECTIVES We tested the hypothesis that common environmental toxicants may also impair cholesterol metabolism and thereby possibly contribute to neurodevelopmental toxicity. METHODS Using high-throughput screening with a targeted lipidomic analysis and the mouse neuroblastoma cell line, Neuro-2a, the ToxCast™ chemical library was screened for compounds that impact sterol metabolism. Validation of chemical effects was conducted by assessing cholesterol biosynthesis in human induced pluripotent stem cell (hiPSC)-derived neuroprogenitors using an isotopically labeled cholesterol precursor and by monitoring product formation with UPLC-MS/MS. RESULTS Twenty-nine compounds were identified as validated lead-hits, and four were prioritized for further study (endosulfan sulfate, tributyltin chloride, fenpropimorph, and spiroxamine). All four compounds were validated to cause hypocholesterolemia in Neuro-2a cells. The morpholine-like fungicides, fenpropimorph and spiroxamine, mirrored their Neuro-2a activity in four immortalized human cell lines and in a human neuroprogenitor model derived from hiPSCs, but endosulfan sulfate and tributyltin chloride did not. CONCLUSIONS These data reveal the existence of environmental compounds that interrupt cholesterol biosynthesis and that methodologically hiPSC neuroprogenitor cells provide a particularly sensitive system to monitor the effect of small molecules on de novo cholesterol formation. https://doi.org/10.1289/EHP5053.
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Affiliation(s)
- Phillip A. Wages
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Piyush Joshi
- Departments of Pediatrics, Neurology and Biochemistry, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Keri A. Tallman
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Hye-Young H. Kim
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Aaron B. Bowman
- Departments of Pediatrics, Neurology and Biochemistry, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- School of Health Sciences, Purdue University, West Lafayette, Indiana, USA
| | - Ned A. Porter
- Department of Chemistry and Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee, USA
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27
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Genaro-Mattos TC, Anderson A, Allen LB, Tallman KA, Porter NA, Korade Z, Mirnics K. Maternal cariprazine exposure inhibits embryonic and postnatal brain cholesterol biosynthesis. Mol Psychiatry 2020; 25:2685-2694. [PMID: 32504050 PMCID: PMC7577905 DOI: 10.1038/s41380-020-0801-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 05/19/2020] [Accepted: 05/26/2020] [Indexed: 11/15/2022]
Abstract
Cariprazine (CAR) is a strong inhibitor of the Dhcr7 enzyme, the last enzyme in the cholesterol biosynthesis pathway. We assessed the effects of CAR on maternally exposed Dhcr7+/- and wild-type mouse offspring, and tested the biochemical effects of CAR in human serum samples. Dhcr7+/- and wild-type time-pregnant mice were exposed to vehicle or 0.2 mg/kg CAR from E12 to E19. Levels of CAR, CAR metabolites, sterols, and oxysterols were measured in the brain of maternally exposed offspring at various time points using LC-MS/MS. Embryonic exposure to CAR significantly increased levels of 7-DHC in all organs of exposed embryos, with a particularly strong effect in the brain. Detectable levels of CAR and elevated 7-DHC were observed in the brain of newborn pups 14 days after drug exposure. In addition, CAR altered sterol metabolism in all animals analyzed, with the strongest effect on the brain of Dhcr7+/- pups born to Dhcr7+/- dams. Furthermore, CAR elevated toxic oxysterols in the brain of maternally exposed Dhcr7+/- offspring to levels approaching those seen in a mouse model of Smith-Lemli-Opitz syndrome. Finally, we observed that patients taking CAR have elevated 7-DHC in their serum. In summary, maternal DHCR7 heterozygosity, combined with offspring DHCR7 heterozygosity might represent a vulnerability factor to medications that interfere with sterol biosynthesis. Due to the conserved sterol biosynthesis between mice and humans, we suggest that the 1-3% of patient population with single-allele DHCR7 mutations might not be ideal candidates for CAR use, especially if they are nursing, pregnant or plan to become pregnant.
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Affiliation(s)
- Thiago C. Genaro-Mattos
- grid.266813.80000 0001 0666 4105Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105 USA
| | - Allison Anderson
- grid.266813.80000 0001 0666 4105Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68105 USA
| | - Luke B. Allen
- grid.266813.80000 0001 0666 4105Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198 USA
| | - Keri A. Tallman
- grid.152326.10000 0001 2264 7217Department of Chemistry, Vanderbilt University, Nashville, TN 37235 USA
| | - Ned A. Porter
- grid.152326.10000 0001 2264 7217Department of Chemistry, Vanderbilt University, Nashville, TN 37235 USA
| | - Zeljka Korade
- Department of Pediatrics, College of Medicine, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Károly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68105, USA.
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Benachenhou S, Etcheverry A, Galarneau L, Dubé J, Çaku A. Implication of hypocholesterolemia in autism spectrum disorder and its associated comorbidities: A retrospective case-control study. Autism Res 2019; 12:1860-1869. [PMID: 31385649 DOI: 10.1002/aur.2183] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 07/17/2019] [Indexed: 12/26/2022]
Abstract
Autism spectrum disorder (ASD) has been associated with low cholesterol levels in a limited number of studies. However, the prevalence of hypocholesterolemia as well as the degree of association with ASD remains to be elucidated. We therefore sought to investigate the lipid profiles of a group of French-Canadian ASD individuals. The medical records of 79 ASD individuals and 79 age and gender-matched healthy controls were retrospectively reviewed. The fasting lipid profiles including total cholesterol (TC), high-density lipoprotein, triglycerides, and low-density lipoprotein were extracted for individuals of both groups along with the following clinical data: anthropometric measurements, medication use and associated disorders. Lipid parameters were compared to age and gender-based normative population and categorized in centile groups. The prevalence of hypocholesterolemia was revealed to be more than threefold higher in ASD individuals as compared to the general population (23%; P = 0.005). The 25th centile was determined as a potential TC threshold that could best predict the ASD (odds ratio [OR] = 3.04; 95% confidence interval [CI]: 1.58-6.65; P < 0.001). This study identified specific ASD comorbidities associated with hypocholesterolemia: TC levels below the 10th centile were associated with a higher rate of ASD-associated intellectual disability (OR = 3.33; 95% CI: 1.26-8.00) and anxiety/depression (OR = 4.74; 95% CI: 1.40-15.73). Overall, these results support a potential association between hypocholesterolemia and ASD occurrence. Application of this study to larger populations is urging to provide more extensive data that may further elucidate the association between hypocholesterolemia and ASD. Autism Res 2019, 12: 1860-1869. © 2019 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: Association of autism spectrum disorder (ASD) with abnormally low levels of cholesterol (hypocholesterolemia) has been documented before. These studies were incomplete, and the conclusion remains speculative. Here, we reviewed the medical records of 79 French-Canadian ASD individuals and compared their total cholesterol (TC) levels to healthy individuals matched for age and gender. We observed four times more hypocholesterolemia in ASD than in the general population. Furthermore, low TC in ASD was associated with higher rates of ASD-associated intellectual disability and anxiety/depression. Our results support an association between hypocholesterolemia and ASD and open novel opportunities for the diagnosis and treatment of specific forms of ASD.
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Affiliation(s)
- Sérine Benachenhou
- Biochemistry Department, Faculty of Medicine and Health Sciences, Universite de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Antoine Etcheverry
- Biochemistry Department, Faculty of Medicine and Health Sciences, Universite de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Luc Galarneau
- Biochemistry Department, Faculty of Medicine and Health Sciences, Universite de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Jean Dubé
- Biochemistry Department, Faculty of Medicine and Health Sciences, Universite de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Artuela Çaku
- Biochemistry Department, Faculty of Medicine and Health Sciences, Universite de Sherbrooke, Sherbrooke, Quebec, Canada
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29
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A gas chromatography–mass spectrometry-based whole-cell screening assay for target identification in distal cholesterol biosynthesis. Nat Protoc 2019; 14:2546-2570. [DOI: 10.1038/s41596-019-0193-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 05/16/2019] [Indexed: 12/14/2022]
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Genaro-Mattos TC, Allen LB, Anderson A, Tallman KA, Porter NA, Korade Z, Mirnics K. Maternal aripiprazole exposure interacts with 7-dehydrocholesterol reductase mutations and alters embryonic neurodevelopment. Mol Psychiatry 2019; 24:491-500. [PMID: 30742019 PMCID: PMC6477890 DOI: 10.1038/s41380-019-0368-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 12/10/2018] [Accepted: 01/23/2019] [Indexed: 12/13/2022]
Abstract
Mutations in both copies in the gene encoding 7-dehydrocholesterol reductase (DHCR7) cause Smith-Lemli-Opitz Syndrome (SLOS), which is characterized by a toxic elevation in 7-dehydrocholesterol (7-DHC). Aripiprazole (ARI) exposure, independent of genetic mutations, also leads to elevation of 7-DHC. We investigated the combined effect of a single-copy Dhcr7+/- mutation and maternal ARI exposure on the developing offspring brain. We generated a time-pregnant mouse model where WT and Dhcr7+/- embryos were maternally exposed to ARI or vehicle (VEH) from E12 to E19 (5 mg/kg). Levels of cholesterol, its precursors, ARI and its metabolites were measured at P0. We found that ARI and its metabolites were transported across the placenta and reached the brain of offspring. Maternal ARI exposure led to decreased viability of embryos and increased 7-DHC levels, regardless of maternal or offspring Dhcr7 genotype. In addition, Dhcr7+/- pups were more vulnerable to maternal ARI exposure than their WT littermates, and maternal Dhcr7+/- genotype also exacerbated offspring response to ARI treatment. Finally, both 7-DHC levels and 7-DHC/cholesterol ratio is the highest in Dhcr7+/- pups from Dhcr7+/- mothers exposed to ARI, underscoring a potentially dangerous interaction between maternal genotype×embryonic genotype×treatment. Our findings have important clinical implications. SLOS patients should avoid drugs that increase 7-DHC levels such as ARI, trazodone and haloperidol. In addition, treatment with 7-DHC elevating substances might be potentially unsafe for the 1-1.5% of population with single-allele disruptions of the DHCR7 gene. Finally, prenatal and parental genetic testing for DHCR7 should be considered before prescribing sterol-interfering medications during pregnancy.
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Affiliation(s)
- Thiago C. Genaro-Mattos
- 0000 0001 0666 4105grid.266813.8Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE USA
| | - Luke B. Allen
- 0000 0001 0666 4105grid.266813.8Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE USA
| | - Allison Anderson
- 0000 0001 0666 4105grid.266813.8Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE USA
| | - Keri A. Tallman
- 0000 0001 2264 7217grid.152326.1Department of Chemistry, Vanderbilt University, Nashville, TN USA
| | - Ned A. Porter
- 0000 0001 2264 7217grid.152326.1Department of Chemistry, Vanderbilt University, Nashville, TN USA
| | - Zeljka Korade
- 0000 0001 0666 4105grid.266813.8Department of Pediatrics, University of Nebraska Medical Center, Omaha, NE USA
| | - Károly Mirnics
- Munroe-Meyer Institute, University of Nebraska Medical Center, Omaha, NE, USA.
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31
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Wages PA, Kim HYH, Korade Z, Porter NA. Identification and characterization of prescription drugs that change levels of 7-dehydrocholesterol and desmosterol. J Lipid Res 2018; 59:1916-1926. [PMID: 30087204 PMCID: PMC6168312 DOI: 10.1194/jlr.m086991] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 07/26/2018] [Indexed: 12/18/2022] Open
Abstract
Regulating blood cholesterol (Chol) levels by pharmacotherapy has successfully improved cardiovascular health. There is growing interest in the role of Chol precursors in the treatment of diseases. One sterol precursor, desmosterol (Des), is a potential pharmacological target for inflammatory and neurodegenerative disorders. However, elevating levels of the precursor 7-dehydrocholesterol (7-DHC) by inhibiting the enzyme 7-dehydrocholesterol reductase is linked to teratogenic outcomes. Thus, altering the sterol profile may either increase risk toward an adverse outcome or confer therapeutic benefit depending on the metabolite affected by the pharmacophore. In order to characterize any unknown activity of drugs on Chol biosynthesis, a chemical library of Food and Drug Administration-approved drugs was screened for the potential to modulate 7-DHC or Des levels in a neural cell line. Over 20% of the collection was shown to impact Chol biosynthesis, including 75 compounds that alter 7-DHC levels and 49 that modulate Des levels. Evidence is provided that three tyrosine kinase inhibitors, imatinib, ponatinib, and masitinib, elevate Des levels as well as other substrates of 24-dehydrocholesterol reductase, the enzyme responsible for converting Des to Chol. Additionally, the mechanism of action for ponatinib and masitinib was explored, demonstrating that protein levels are decreased as a result of treatment with these drugs.
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Affiliation(s)
- Phillip A Wages
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235
| | - Hye-Young H Kim
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235
| | - Zeljka Korade
- Department of Pediatrics, Biochemistry, and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198
| | - Ned A Porter
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235
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32
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Genaro-Mattos TC, Tallman KA, Allen LB, Anderson A, Mirnics K, Korade Z, Porter NA. Dichlorophenyl piperazines, including a recently-approved atypical antipsychotic, are potent inhibitors of DHCR7, the last enzyme in cholesterol biosynthesis. Toxicol Appl Pharmacol 2018; 349:21-28. [PMID: 29698737 DOI: 10.1016/j.taap.2018.04.029] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 04/20/2018] [Accepted: 04/21/2018] [Indexed: 12/21/2022]
Abstract
While antipsychotic medications provide important relief from debilitating psychotic symptoms, they also have significant adverse side effects, which might have relevant impact on human health. Several research studies, including ours, have shown that commonly used antipsychotics such as haloperidol and aripiprazole affect cholesterol biosynthesis at the conversion of 7-dehydrocholesterol (7-DHC) to cholesterol. This transformation is promoted by the enzyme DHCR7 and its inhibition causes increases in plasma and tissue levels of 7-DHC. The inhibition of this enzymatic step by mutations in the Dhcr7 gene leads to Smith-Lemli-Opitz syndrome, a devastating human condition that can be replicated in rats by small molecule inhibitors of DHCR7. The fact that two compounds, brexpiprazole and cariprazine, that were recently approved by the FDA have substructural elements in common with the DHCR7 inhibitor aripiprazole, prompted us to evaluate the effect of brexpiprazole and cariprazine on cholesterol biosynthesis. We report that cariprazine affects levels of 7-DHC and cholesterol in cell culture incubations at concentrations as low as 5 nM. Furthermore, a common metabolite of cariprazine and aripiprazole, 2,3-(dichlorophenyl) piperazine, inhibits DHCR7 activity at concentrations comparable to those of the potent teratogen AY9944. The cell culture experiments were corroborated in mice in studies showing that treatment with cariprazine elevated 7-DHC in brain and serum. The consequences of sterol inhibition by antipsychotics in the developing nervous system and the safety of their use during pregnancy remains to be established.
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Affiliation(s)
- Thiago C Genaro-Mattos
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Nashville, TN, United States
| | - Keri A Tallman
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Nashville, TN, United States
| | - Luke B Allen
- Department of Pediatrics and Biochemistry, Molecular Biology, UNMC, Omaha, NE 68198, United States
| | - Allison Anderson
- Munroe-Meyer Institute for Genetics and Rehabilitation, Omaha, NE 68198, United States
| | - Karoly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, Omaha, NE 68198, United States
| | - Zeljka Korade
- Department of Pediatrics and Biochemistry, Molecular Biology, UNMC, Omaha, NE 68198, United States
| | - Ned A Porter
- Department of Chemistry, Vanderbilt Institute of Chemical Biology, Nashville, TN, United States; Vanderbilt Kennedy Center for Research on Human Development, Nashville, TN, United States.
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Asadzadeh Manjili F, Kalantar SM, Arsang-Jang S, Ghafouri-Fard S, Taheri M, Sayad A. Upregulation of vitamin D-related genes in schizophrenic patients. Neuropsychiatr Dis Treat 2018; 14:2583-2591. [PMID: 30349256 PMCID: PMC6186300 DOI: 10.2147/ndt.s176301] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION Low level of vitamin D is a potential risk factor for developing schizophrenia. Through interaction with its receptor (VDR) and the related enzymes (CYP27B1, CYP24A1), vitamin D modulates neurodevelopment, neuroprotection, and immunomodulation. Its deficiency leads to aberrant neurodevelopment in schizophrenic patients. METHODS In this case-control study, relative expression of VDR, CYP27B1, and CYP24A1 in schizophrenic patients was compared with healthy individuals. Total RNA was extracted from whole blood of 50 patients with schizophrenia and 50 healthy controls. Real-time PCR was used to determine relative gene expression levels of VDR, CYP27B1, and CYP24A1. RESULTS Significant upregulations were observed in VDR (P=0.004, 95% CI=0.77, 0.86), CYP27B1 (P=0.002, 95% CI=1.22, 4.98), and CYP24A1 (P≤0.0001, 95% CI=-2.721, 1.061) expressions in peripheral blood of schizophrenic patients compared with controls. Moreover, the gender-based analysis revealed upregulation of all genes in all the categories of male and female except for VDR gene in male group (P=0.234, 95% CI=-0.79, 3.35) and CYP27B1 gene in the female group (P=0.09, 95% CI=-0.21, 6.55). The age-based analysis demonstrated overexpression of VDR and CYP27B1 genes in all categories. Finally, there were significant correlations between expression levels of all genes (P<0.0001), while no correlation was found between age and expression of genes. CONCLUSION We hypothesized that the observed upregulation of the mentioned genes in schizophrenia patients might be the result of a compensatory mechanism to protect the affected individuals against adverse consequences of this disorder. Such imbalance in vitamin D processing pathway might also be implicated in the pathogenesis of schizophrenia. However, future studies should be designed to confirm the results of the current study.
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Affiliation(s)
| | - Seyed Mehdi Kalantar
- Reproductive and Genetic Unit, Recurrent Abortion Research Center, Yazd Reproductive Science Institute, Yazd University of Medical Sciences, Yazd, Iran
| | - Shahram Arsang-Jang
- Clinical Research Development Center (CRDU), Qom University of Medical Sciences, Qom, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran, ;
| | - Mohammad Taheri
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran, ; .,Urogenital Stem Cell Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran,
| | - Arezou Sayad
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran, ;
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Boland MR, Polubriaginof F, Tatonetti NP. Development of A Machine Learning Algorithm to Classify Drugs Of Unknown Fetal Effect. Sci Rep 2017; 7:12839. [PMID: 28993650 PMCID: PMC5634437 DOI: 10.1038/s41598-017-12943-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Accepted: 09/08/2017] [Indexed: 12/11/2022] Open
Abstract
Many drugs commonly prescribed during pregnancy lack a fetal safety recommendation - called FDA 'category C' drugs. This study aims to classify these drugs into harmful and safe categories using knowledge gained from chemoinformatics (i.e., pharmacological similarity with drugs of known fetal effect) and empirical data (i.e., derived from Electronic Health Records). Our fetal loss cohort contains 14,922 affected and 33,043 unaffected pregnancies and our congenital anomalies cohort contains 5,658 affected and 31,240 unaffected infants. We trained a random forest to classify drugs of unknown pregnancy class into harmful or safe categories, focusing on two distinct outcomes: fetal loss and congenital anomalies. Our models achieved an out-of-bag accuracy of 91% for fetal loss and 87% for congenital anomalies outperforming null models. Fifty-seven 'category C' medications were classified as harmful for fetal loss and eleven for congenital anomalies. This includes medications with documented harmful effects, including naproxen, ibuprofen and rubella live vaccine. We also identified several novel drugs, e.g., haloperidol, that increased the risk of fetal loss. Our approach provides important information on the harmfulness of 'category C' drugs. This is needed, as no FDA recommendation exists for these drugs' fetal safety.
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Affiliation(s)
- Mary Regina Boland
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, USA.
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, USA.
- Center of Excellence in Environmental Toxicology, University of Pennsylvania, Philadelphia, USA.
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, USA.
- Department of Biomedical Informatics, Columbia University, New York, USA.
- Department of Medicine, Columbia University, New York, USA.
- Department of Systems Biology, Columbia University, New York, USA.
- Observational Health Data Sciences and Informatics, Columbia University, New York, USA.
| | - Fernanda Polubriaginof
- Department of Biomedical Informatics, Columbia University, New York, USA
- Department of Medicine, Columbia University, New York, USA
- Department of Systems Biology, Columbia University, New York, USA
| | - Nicholas P Tatonetti
- Department of Biomedical Informatics, Columbia University, New York, USA.
- Department of Medicine, Columbia University, New York, USA.
- Department of Systems Biology, Columbia University, New York, USA.
- Observational Health Data Sciences and Informatics, Columbia University, New York, USA.
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Korade Z, Genaro-Mattos TC, Tallman KA, Liu W, Garbett KA, Koczok K, Balogh I, Mirnics K, Porter NA. Vulnerability of DHCR7+/- mutation carriers to aripiprazole and trazodone exposure. J Lipid Res 2017; 58:2139-2146. [PMID: 28972118 DOI: 10.1194/jlr.m079475] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 09/19/2017] [Indexed: 12/20/2022] Open
Abstract
Smith-Lemli-Opitz syndrome is a recessive disorder caused by mutations in 7-dehydrocholesterol reductase (DHCR)7 with a heterozygous (HET) carrier frequency of 1-3%. A defective DHCR7 causes accumulation of 7-dehydrocholesterol (DHC), which is a highly oxidizable and toxic compound. Recent studies suggest that several antipsychotics, including the highly prescribed pharmaceuticals, aripiprazole (ARI) and trazodone (TRZ), increase 7-DHC levels in vitro and in humans. Our investigation was designed to compare the effects of ARI and TRZ on cholesterol (Chol) synthesis in fibroblasts from DHCR7+/- human carriers and controls (CTRs). Six matched pairs of fibroblasts were treated and their sterol profile analyzed by LC-MS. Significantly, upon treatment with ARI and TRZ, the total accumulation of 7-DHC was higher in DHCR7-HET cells than in CTR fibroblasts. The same set of experiments was repeated in the presence of 13C-lanosterol to determine residual Chol synthesis, revealing that ARI and TRZ strongly inhibit de novo Chol biosynthesis. The results suggest that DHCR7 carriers have increased vulnerability to both ARI and TRZ exposure compared with CTRs. Thus, the 1-3% of the population who are DHCR7 carriers may be more likely to sustain deleterious health consequences on exposure to compounds like ARI and TRZ that increase levels of 7-DHC, especially during brain development.
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Affiliation(s)
- Zeljka Korade
- Departments of Pediatrics and Biochemistry and Molecular Biology University of Nebraska Medical Center, Omaha, NE 68198
| | - Thiago C Genaro-Mattos
- Department of Chemistry and Vanderbilt Institute of Chemical Biology Vanderbilt University, Nashville, TN 37235
| | - Keri A Tallman
- Department of Chemistry and Vanderbilt Institute of Chemical Biology Vanderbilt University, Nashville, TN 37235
| | - Wei Liu
- Department of Chemistry and Vanderbilt Institute of Chemical Biology Vanderbilt University, Nashville, TN 37235
| | | | - Katalin Koczok
- Department of Laboratory Medicine, Division of Clinical Genetics, University of Debrecen, Debrecen 4032, Hungary
| | - Istvan Balogh
- Department of Laboratory Medicine, Division of Clinical Genetics, University of Debrecen, Debrecen 4032, Hungary
| | - Karoly Mirnics
- Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE 68198
| | - Ned A Porter
- Department of Chemistry and Vanderbilt Institute of Chemical Biology Vanderbilt University, Nashville, TN 37235
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Cenik B, Cenik C, Snyder MP, Brown ES. Plasma sterols and depressive symptom severity in a population-based cohort. PLoS One 2017; 12:e0184382. [PMID: 28886149 PMCID: PMC5590924 DOI: 10.1371/journal.pone.0184382] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 08/22/2017] [Indexed: 12/30/2022] Open
Abstract
Convergent evidence strongly suggests major depressive disorder is heterogeneous in its etiology and clinical characteristics. Depression biomarkers hold potential for identifying etiological subtypes, improving diagnostic accuracy, predicting treatment response, and personalization of treatment. Human plasma contains numerous sterols that have not been systematically studied. Changes in cholesterol concentrations have been implicated in suicide and depression, suggesting plasma sterols may be depression biomarkers. Here, we investigated associations between plasma levels of 34 sterols (measured by mass spectrometry) and scores on the Quick Inventory of Depressive Symptomatology-Self Report (QIDS-SR16) scale in 3117 adult participants in the Dallas Heart Study, an ethnically diverse, population-based cohort. We built a random forest model using feature selection from a pool of 43 variables including demographics, general health indicators, and sterol concentrations. This model comprised 19 variables, 13 of which were sterol concentrations, and explained 15.5% of the variation in depressive symptoms. Desmosterol concentrations below the fifth percentile (1.9 ng/mL, OR 1.9, 95% CI 1.2–2.9) were significantly associated with depressive symptoms of at least moderate severity (QIDS-SR16 score ≥10.5). This is the first study reporting a novel association between plasma concentrations cholesterol precursors and depressive symptom severity.
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Affiliation(s)
- Basar Cenik
- Department of Psychiatry, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Can Cenik
- Department of Genetics, Stanford University School of Medicine, Stanford, California, United States of America
| | - Michael P. Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, California, United States of America
| | - E. Sherwood Brown
- Department of Psychiatry, The University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
- * E-mail:
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Konradi C, Öngür D. Role of mitochondria and energy metabolism in schizophrenia and psychotic disorders. Schizophr Res 2017; 187:1-2. [PMID: 28705531 DOI: 10.1016/j.schres.2017.07.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 07/01/2017] [Accepted: 07/03/2017] [Indexed: 01/08/2023]
Affiliation(s)
- C Konradi
- Department of Pharmacology, Vanderbilt University, Nashville, TN, USA; Department of Psychiatry, Vanderbilt University, Nashville, TN, USA.
| | - D Öngür
- Psychotic Disorders Division, McLean Hospital, Belmont, MA, USA.; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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