1
|
Chen Q, Wu M, Tang Q, Yan P, Zhu L. Age-Related Alterations in Immune Function and Inflammation: Focus on Ischemic Stroke. Aging Dis 2024; 15:1046-1074. [PMID: 37728582 PMCID: PMC11081165 DOI: 10.14336/ad.2023.0721-1] [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: 05/03/2023] [Accepted: 07/21/2023] [Indexed: 09/21/2023] Open
Abstract
The aging of the global population poses significant scientific challenges. Moreover, the biological process of aging is the most significant risk factor for most chronic illnesses; therefore, understanding the molecular and cellular mechanisms underlying these aging-related challenges is crucial for extending the healthy lifespan of older individuals. Preventing brain aging remains a priority public health goal, and integrative and comprehensive aging analyses have revealed that immunosenescence is a potential cause of age-related brain damage and disease (e.g., stroke). Importantly, the neuroinflammatory and immune systems present two-way contact and thus can affect each other. Emerging evidence supports the numerous effects of immunosenescence- and inflammation-mediated immunity in neurologically injured brains. In this study, we briefly outline how aging alters the pathophysiology and transcriptional amplitude in patients who experienced stroke and then discuss how the immune system and its cellular components and molecular mechanisms are affected by age after stroke. Finally, we highlight emerging interventions with the potential to slow down or reduce aging and prevent stroke onset.
Collapse
Affiliation(s)
- Qiuxin Chen
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin 150000, China
| | - Minmin Wu
- Heilongjiang University of Chinese Medicine, Harbin 150000, China
| | - Qiang Tang
- The Second Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin 150000, China
| | - Peiyu Yan
- Faculty of Chinese Medicine, Macau University of Science and Technology, Macau 999078, China
- State Key Laboratory of Quality Research in Chinese Medicines, Macau University of Science and Technology, Macau 999078, China
| | - Luwen Zhu
- The Second Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin 150000, China
| |
Collapse
|
2
|
Morandini F, Rechsteiner C, Perez K, Praz V, Lopez Garcia G, Hinte LC, von Meyenn F, Ocampo A. ATAC-clock: An aging clock based on chromatin accessibility. GeroScience 2024; 46:1789-1806. [PMID: 37924441 PMCID: PMC10828344 DOI: 10.1007/s11357-023-00986-0] [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: 07/15/2023] [Accepted: 10/14/2023] [Indexed: 11/06/2023] Open
Abstract
The establishment of aging clocks highlighted the strong link between changes in DNA methylation and aging. Yet, it is not known if other epigenetic features could be used to predict age accurately. Furthermore, previous studies have observed a lack of effect of age-related changes in DNA methylation on gene expression, putting the interpretability of DNA methylation-based aging clocks into question. In this study, we explore the use of chromatin accessibility to construct aging clocks. We collected blood from 159 human donors and generated chromatin accessibility, transcriptomic, and cell composition data. We investigated how chromatin accessibility changes during aging and constructed a novel aging clock with a median absolute error of 5.27 years. The changes in chromatin accessibility used by the clock were strongly related to transcriptomic alterations, aiding clock interpretation. We additionally show that our chromatin accessibility clock performs significantly better than a transcriptomic clock trained on matched samples. In conclusion, we demonstrate that the clock relies on cell-intrinsic chromatin accessibility alterations rather than changes in cell composition. Further, we present a new approach to construct epigenetic aging clocks based on chromatin accessibility, which bear a direct link to age-related transcriptional alterations, but which allow for more accurate age predictions than transcriptomic clocks.
Collapse
Affiliation(s)
- Francesco Morandini
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Cheyenne Rechsteiner
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Kevin Perez
- EPITERNA SA, Route de la Corniche 5, Epalinges, Switzerland
| | - Viviane Praz
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Guillermo Lopez Garcia
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
- Departamento de Lenguajes y Ciencias de la Computación, Universidad de Málaga, Málaga, Spain
| | - Laura C Hinte
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | | | - Alejandro Ocampo
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland.
- EPITERNA SA, Route de la Corniche 5, Epalinges, Switzerland.
| |
Collapse
|
3
|
Lu J, Li H, Zhang G, Yang F, Zhang X, Ping A, Xu Z, Gu Y, Wang R, Ying D, Liu J, Zhang J, Shi L. Age-Related Alterations in Peripheral Immune Landscape with Magnified Impact on Post-Stroke Brain. RESEARCH (WASHINGTON, D.C.) 2023; 6:0287. [PMID: 38090608 PMCID: PMC10712880 DOI: 10.34133/research.0287] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 11/19/2023] [Indexed: 07/31/2024]
Abstract
Immunosenescence refers to the multifaceted and profound alterations in the immune system brought about by aging, exerting complex influences on the pathophysiological processes of diseases that manifest upon it. Using a combination of single-cell RNA sequencing, cytometry by time of flight, and various immunological assays, we investigated the characteristics of immunosenescence in the peripheral blood of aged mice and its impact on the cerebral immune environment after ischemic stroke. Our results revealed some features of immunosenescence. We observed an increase in neutrophil counts, concurrent with accelerated neutrophil aging, characterized by altered expression of aging-associated markers like CD62L and consequential changes in neutrophil-mediated immune functions. Monocytes/macrophages in aged mice exhibited enhanced antigen-presentation capabilities. T cell profiles shifted from naive to effector or memory states, with a specific rise in T helper 1 cells and T helper 17 cells subpopulations and increased regulatory T cell activation in CD4 T cells. Furthermore, regulatory CD8 T cells marked by Klra decreased with aging, while a subpopulation of exhausted-like CD8 T cells expanded, retaining potent immunostimulatory and proinflammatory functions. Critically, these inherent disparities not only persisted but were further amplified within the ischemic hemispheres following stroke. In summary, our comprehensive insights into the key attributes of peripheral immunosenescence provide a vital theoretical foundation for understanding not only ischemic strokes but also other age-associated diseases.
Collapse
Affiliation(s)
- Jianan Lu
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Huaming Li
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Guoqiang Zhang
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Fan Yang
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Xiaotao Zhang
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - An Ping
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Zhouhan Xu
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Yichen Gu
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Rui Wang
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Dan Ying
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Jianjian Liu
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| | - Jianmin Zhang
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
- Brain Research Institute,
Zhejiang University, Hangzhou, Zhejiang, China
- Collaborative Innovation Center for Brain Science,
Zhejiang University, Hangzhou, Zhejiang, China
| | - Ligen Shi
- Department of Neurosurgery, Second Affiliated Hospital, School of Medicine,
Zhejiang University, Hangzhou, Zhejiang, China
- Clinical Research Center for Neurological Diseases of Zhejiang Province, Hangzhou, China
| |
Collapse
|
4
|
Nguyen JN, Chauhan A. Bystanders or not? Microglia and lymphocytes in aging and stroke. Neural Regen Res 2023; 18:1397-1403. [PMID: 36571333 PMCID: PMC10075112 DOI: 10.4103/1673-5374.360345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
As the average age of the world population increases, more people will face debilitating aging-associated conditions, including dementia and stroke. Not only does the incidence of these conditions increase with age, but the recovery afterward is often worse in older patients. Researchers and health professionals must unveil and understand the factors behind age-associated diseases to develop a therapy for older patients. Aging causes profound changes in the immune system including the activation of microglia in the brain. Activated microglia promote T lymphocyte transmigration leading to an increase in neuroinflammation, white matter damage, and cognitive impairment in both older humans and rodents. The presence of T and B lymphocytes is observed in the aged brain and correlates with worse stroke outcomes. Preclinical strategies in stroke target either microglia or the lymphocytes or the communications between them to promote functional recovery in aged subjects. In this review, we examine the role of the microglia and T and B lymphocytes in aging and how they contribute to cognitive impairment. Additionally, we provide an important update on the contribution of these cells and their interactions in preclinical aged stroke.
Collapse
Affiliation(s)
- Justin N Nguyen
- University of Texas McGovern Medical School at Houston, Houston, TX, USA
| | - Anjali Chauhan
- Department of Neurology, University of Texas McGovern Medical School at Houston, Houston, TX, USA
| |
Collapse
|
5
|
Tuohy MC, Hillman EMC, Marshall R, Agalliu D. The age-dependent immune response to ischemic stroke. Curr Opin Neurobiol 2023; 78:102670. [PMID: 36586305 PMCID: PMC9845177 DOI: 10.1016/j.conb.2022.102670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/29/2022] [Accepted: 12/01/2022] [Indexed: 12/31/2022]
Abstract
Stroke is a devastating cause of global morbidity and mortality. Ischemic brain injury triggers a profound local and systemic immune response that participates in stroke pathophysiology. In turn, this immune response has emerged as a potential therapeutic target. In order to maximize its therapeutic potential, it is critical to understand how the immune response to ischemic brain injury is affected by age - the strongest non-modifiable risk factor for stroke. The development of multi-omics and single-cell technologies has provided a more comprehensive characterization of transcriptional and cellular changes that occur during aging. In this review, we summarize recent advances in our understanding of how age-related immune alterations shape differential stroke outcomes in older versus younger organisms, highlighting studies in both experimental mouse models and patient cohorts. Wherever possible, we emphasize outstanding questions that present important avenues for future investigation with therapeutic value for the aging population.
Collapse
Affiliation(s)
- Mary Claire Tuohy
- Doctoral Program in Neurobiology and Behavior, Columbia University Irving Medical Center, New York, NY, 10032, USA; Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA; Zuckerman Mind Brain Behavior Institute and Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA
| | - Elizabeth M C Hillman
- Zuckerman Mind Brain Behavior Institute and Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA. https://twitter.com/HillmanLab
| | - Randolph Marshall
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Dritan Agalliu
- Department of Neurology, Columbia University Irving Medical Center, New York, NY, 10032, USA; Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, 10032, USA.
| |
Collapse
|
6
|
Rommer PS, Bsteh G, Zrzavy T, Hoeftberger R, Berger T. Immunosenescence in Neurological Diseases-Is There Enough Evidence? Biomedicines 2022; 10:2864. [PMID: 36359383 PMCID: PMC9687682 DOI: 10.3390/biomedicines10112864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/04/2022] [Accepted: 11/06/2022] [Indexed: 11/15/2023] Open
Abstract
The aging of the immune system has recently attracted a lot of attention. Immune senescence describes changes that the immune system undergoes over time. The importance of immune senescence in neurological diseases is increasingly discussed. For this review, we considered studies that investigated cellular changes in the aging immune system and in neurological disease. Twenty-six studies were included in our analysis (for the following diseases: multiple sclerosis, stroke, Parkinson's disease, and dementia). The studies differed considerably in terms of the patient groups included and the cell types studied. Evidence for immunosenescence in neurological diseases is currently very limited. Prospective studies in well-defined patient groups with appropriate control groups, as well as comprehensive methodology and reporting, are essential prerequisites to generate clear insights into immunosenescence in neurological diseases.
Collapse
Affiliation(s)
- Paulus S Rommer
- Department of Neurology, Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Vienna, Austria
| | - Gabriel Bsteh
- Department of Neurology, Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Vienna, Austria
| | - Tobias Zrzavy
- Department of Neurology, Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Vienna, Austria
| | - Romana Hoeftberger
- Department of Neurology, Division of Neuropathology and Neurochemistry, Comprohensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Vienna, Austria
| | - Thomas Berger
- Department of Neurology, Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Vienna, Austria
| |
Collapse
|
7
|
Falcione S, Munsterman D, Joy T, Kamtchum-Tatuene J, Sykes G, Jickling G. Association of Thrombin Generation With Leukocyte Inflammatory Profile in Patients With Acute Ischemic Stroke. Neurology 2022; 99:e1356-e1363. [PMID: 35790427 PMCID: PMC9576286 DOI: 10.1212/wnl.0000000000200909] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 05/16/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Thrombosis is central to the pathogenesis of acute ischemic stroke, with higher thrombin generation being associated with increased stroke risk. The immune system may contribute to thrombin generation in stroke and thus may offer novel strategies for stroke prevention. This study addresses the research question regarding the relationship of thrombin generation to leukocyte gene expression in patients with acute ischemic stroke. METHODS We isolated RNA from whole blood and examined the relationship to thrombin generation capacity in patients with acute ischemic stroke. Due to its effects on thrombin generation, patients on anticoagulants were excluded from the study. The relationship of gene expression with peak thrombin was evaluated by analysis of covariance across peak thrombin quartiles adjusted for sex and age. RESULTS In 97 patients with acute ischemic stroke, peak thrombin was variable, ranging from 252.0 to 752.4 nM. Increased peak thrombin was associated with differences in thromboinflammatory leukocyte gene expression, including a decrease in ADAM metallopeptidase with thrombospondin type 1 motif 13 and an increase in nuclear factor κB (NF-κB)-activating protein, protein disulfide isomerase family A member 5, and tissue factor pathway inhibitor 2. Pathways associated with peak thrombin included interleukin 6 signaling, thrombin signaling, and NF-κB signaling. A linear discriminant analysis model summarizing the immune activation associated with peak thrombin in a first cohort of stroke could distinguish patients with low peak thrombin from high peak thrombin in a second cohort of 112 patients with acute ischemic stroke. DISCUSSION The identified genes and pathways support a role of the immune system contributing to thrombus formation in patients with stroke. These may have relevance to antithrombotic strategies for stroke prevention.
Collapse
Affiliation(s)
- Sarina Falcione
- From the Division of Neurology (S.F., D.M., T.J., G.S., G.J.), Department of Medicine, and Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.
| | - Danielle Munsterman
- From the Division of Neurology (S.F., D.M., T.J., G.S., G.J.), Department of Medicine, and Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Twinkle Joy
- From the Division of Neurology (S.F., D.M., T.J., G.S., G.J.), Department of Medicine, and Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Joseph Kamtchum-Tatuene
- From the Division of Neurology (S.F., D.M., T.J., G.S., G.J.), Department of Medicine, and Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Gina Sykes
- From the Division of Neurology (S.F., D.M., T.J., G.S., G.J.), Department of Medicine, and Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Glen Jickling
- From the Division of Neurology (S.F., D.M., T.J., G.S., G.J.), Department of Medicine, and Neuroscience and Mental Health Institute (J.K.-T.), Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| |
Collapse
|
8
|
Protein Biomarkers in Blood Reflect the Interrelationships Between Stroke Outcome, Inflammation, Coagulation, Adhesion, Senescence and Cancer. Cell Mol Neurobiol 2022; 43:1413-1424. [PMID: 35953740 PMCID: PMC9371377 DOI: 10.1007/s10571-022-01260-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 07/08/2022] [Indexed: 11/11/2022]
Abstract
The most important predictors for outcomes after ischemic stroke, that is, for health deterioration and death, are chronological age and stroke severity; gender, genetics and lifestyle/environmental factors also play a role. Of all these, only the latter can be influenced after the event. Recurrent stroke may be prevented by antiaggregant/anticoagulant therapy, angioplasty of high-grade stenoses, and treatment of cardiovascular risk factors. Blood cell composition and protein biomarkers such as C-reactive protein or interleukins in serum are frequently considered as biomarkers of outcome. Here we aim to provide an up-to-date protein biomarker signature that allows a maximum of mechanistic understanding, to predict health deterioration following stroke. We thus surveyed protein biomarkers that were reported to be predictive for outcome after ischemic stroke, specifically considering biomarkers that predict long-term outcome (≥ 3 months) and that are measured over the first days following the event. We classified the protein biomarkers as immune‑inflammatory, coagulation-related, and adhesion-related biomarkers. Some of these biomarkers are closely related to cellular senescence and, in particular, to the inflammatory processes that can be triggered by senescent cells. Moreover, the processes that underlie inflammation, hypercoagulation and cellular senescence connect stroke to cancer, and biomarkers of cancer-associated thromboembolism, as well as of sarcopenia, overlap strongly with the biomarkers discussed here. Finally, we demonstrate that most of the outcome-predicting protein biomarkers form a close-meshed functional interaction network, suggesting that the outcome after stroke is partially determined by an interplay of molecular processes relating to inflammation, coagulation, cell adhesion and cellular senescence.
Collapse
|
9
|
Ugidos IF, Pistono C, Korhonen P, Gómez-Budia M, Sitnikova V, Klecki P, Stanová I, Jolkkonen J, Malm T. Sex Differences in Poststroke Inflammation: a Focus on Microglia Across the Lifespan. Stroke 2022; 53:1500-1509. [PMID: 35468000 DOI: 10.1161/strokeaha.122.039138] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Stroke is one of the leading causes of death worldwide and currently only few therapeutic options are available. Stroke is a sexually dimorphic disease contributing to the difficulty in finding efficient treatments. Poststroke neuroinflammation is geared largely by brain microglia and infiltrating peripheral immune cells and largely contributes to sex differences in the outcome of stroke. Microglia, since very early in the development, are sexually divergent, imprinting specific sex-related features. The diversity in terms of microglial density, morphology, and transcriptomic and proteomic profiles between sexes remains in the adulthood and is likely to contribute to the observed sex-differences on the postischemic inflammation. The impact of sexual hormones is fundamental: changes in terms of risk and severity have been observed for females before and after menopause underlining the importance of altered circulating sexual hormones. Moreover, aging is a driving force for changes that interact with sex, shifting the inflammatory response in a sex-dependent manner. This review summarizes the present literature on sex differences in stroke-induced inflammatory responses, with the focus on different microglial responses along lifespan.
Collapse
Affiliation(s)
- Irene F Ugidos
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.).,Department of Pharmacology, School of Medicine, Tulane University, New Orleans, LA (I.F.U.)
| | - Cristiana Pistono
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Paula Korhonen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Mireia Gómez-Budia
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Valeriia Sitnikova
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Pamela Klecki
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Iveta Stanová
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Jukka Jolkkonen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| | - Tarja Malm
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio (I.F.U., C.P., P.K., M.G.-B., V.S., P.K., I.S., J.J., T.M.)
| |
Collapse
|