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Jowhar Z, Xu A, Venkataramanan S, Dossena F, Hoye ML, Silver DL, Floor SN, Calviello L. A ubiquitous GC content signature underlies multimodal mRNA regulation by DDX3X. Mol Syst Biol 2024; 20:276-290. [PMID: 38273160 PMCID: PMC10912769 DOI: 10.1038/s44320-024-00013-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 12/21/2023] [Accepted: 01/03/2024] [Indexed: 01/27/2024] Open
Abstract
The road from transcription to protein synthesis is paved with many obstacles, allowing for several modes of post-transcriptional regulation of gene expression. A fundamental player in mRNA biology is DDX3X, an RNA binding protein that canonically regulates mRNA translation. By monitoring dynamics of mRNA abundance and translation following DDX3X depletion, we observe stabilization of translationally suppressed mRNAs. We use interpretable statistical learning models to uncover GC content in the coding sequence as the major feature underlying RNA stabilization. This result corroborates GC content-related mRNA regulation detectable in other studies, including hundreds of ENCODE datasets and recent work focusing on mRNA dynamics in the cell cycle. We provide further evidence for mRNA stabilization by detailed analysis of RNA-seq profiles in hundreds of samples, including a Ddx3x conditional knockout mouse model exhibiting cell cycle and neurogenesis defects. Our study identifies a ubiquitous feature underlying mRNA regulation and highlights the importance of quantifying multiple steps of the gene expression cascade, where RNA abundance and protein production are often uncoupled.
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Affiliation(s)
- Ziad Jowhar
- Department of Cell and Tissue Biology, UCSF, San Francisco, USA
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA, 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA, 94158, USA
| | - Albert Xu
- Department of Cell and Tissue Biology, UCSF, San Francisco, USA
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA, 94158, USA
- Biomedical Sciences Graduate Program, University of California, San Francisco, San Francisco, CA, 94158, USA
| | | | | | - Mariah L Hoye
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, USA
| | - Debra L Silver
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, USA
- Department of Cell Biology, Duke University Medical Center, Durham, USA
- Duke Regeneration Center, Duke University Medical Center, Durham, USA
- Department of Neurobiology, Duke University Medical Center, Durham, USA
- Duke Institute for Brain Sciences, Duke University Medical Center, Durham, USA
| | - Stephen N Floor
- Department of Cell and Tissue Biology, UCSF, San Francisco, USA.
- Helen Diller Family Comprehensive Cancer Center, San Francisco, USA.
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Xiao X, Le HH, Lee MT, Lamm D, Johnson EL, Brito IL. Prevotella copri variants among a single host diverge in sphingolipid production. mBio 2024; 15:e0240923. [PMID: 38236049 PMCID: PMC10865984 DOI: 10.1128/mbio.02409-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/15/2023] [Indexed: 01/19/2024] Open
Abstract
Sphingolipids serve as vital structural and signaling components of the cell membranes in both eukaryotes and prokaryotes. Within the gut microbiome, Bacteroides species have been identified as major producers of sphingolipids, and Bacteroides-produced sphingolipids have been shown to be modulators of host immune and metabolic functions. While Bacteroides species are a prominent feature of the gut microbiomes of populations living in industrialized countries, Prevotella copri, a member of the same phyla, albeit a different family, is the dominant feature across the remainder of the global population, although their sphingolipid-producing capabilities have not been as thoroughly investigated. To fill this gap, we examined the genomes of over 60 diverse isolates of P. copri and identified several key enzymes involved in sphingolipid synthesis in P. copri. Combining bioorthogonal labeling and liquid chromatography-mass spectrometry (LC-MS) based lipidomics, we functionally characterized the first step in P. copri de novo sphingolipid synthesis in addition to profiling the sphingolipidomes of P. copri strains, identifying key enzymes that may play roles in producing a diverse set of P. copri sphingolipids. Given the limited genetic engineering tools amenable for use in P. copri, our approach takes advantage of comparative genomics and phenotypic profiling to explore sphingolipid production in these understudied, yet highly prevalent, organisms.IMPORTANCESphingolipids are important signaling molecules for maintaining metabolic and immune homeostasis in the host. These lipids are also produced by gut commensals, most notably by Bacteroides species. Despite the global prevalence of Prevotella copri in gut microbiomes of individuals, little is known about the types of sphingolipids they produce and whether they are similar in composition and structure to those produced by Bacteroides. Given the varied associations of P. copri with diverse sphingolipid-related health outcomes, such as rheumatoid arthritis and glucose intolerance, it is important to first characterize the specific sphingolipids produced by individual strains of P. copri and to identify the genes involved in their pathways of production. This characterization of P. copri-derived sphingolipids provides further insight into how bacterial sphingolipid production can serve as a mechanism for microbial modulation of host phenotypes.
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Affiliation(s)
- Xieyue Xiao
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York State, USA
| | - Henry H. Le
- Division of Nutritional Sciences, Cornell University, Ithaca, New York State, USA
| | - Min-Ting Lee
- Division of Nutritional Sciences, Cornell University, Ithaca, New York State, USA
| | - Daniel Lamm
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York State, USA
| | - Elizabeth L. Johnson
- Division of Nutritional Sciences, Cornell University, Ithaca, New York State, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
| | - Ilana L. Brito
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York State, USA
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Ali LR, Lenehan PJ, Cardot-Ruffino V, Dias Costa A, Katz MH, Bauer TW, Nowak JA, Wolpin BM, Abrams TA, Patel A, Clancy TE, Wang J, Mancias JD, Reilley MJ, Stucky CCH, Bekaii-Saab TS, Elias R, Merchant N, Slingluff CL, Rahma OE, Dougan SK. PD-1 Blockade Induces Reactivation of Nonproductive T-Cell Responses Characterized by NF-κB Signaling in Patients with Pancreatic Cancer. Clin Cancer Res 2024; 30:542-553. [PMID: 37733830 PMCID: PMC10831338 DOI: 10.1158/1078-0432.ccr-23-1444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/28/2023] [Accepted: 09/19/2023] [Indexed: 09/23/2023]
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) trials have evaluated CTLA-4 and/or PD-(L)1 blockade in patients with advanced disease in which bulky tumor burden and limited time to develop antitumor T cells may have contributed to poor clinical efficacy. Here, we evaluated peripheral blood and tumor T cells from patients with PDAC receiving neoadjuvant chemoradiation plus anti-PD-1 (pembrolizumab) versus chemoradiation alone. We analyzed whether PD-1 blockade successfully reactivated T cells in the blood and/or tumor to determine whether lack of clinical benefit could be explained by lack of reactivated T cells versus other factors. EXPERIMENTAL DESIGN We used single-cell transcriptional profiling and TCR clonotype tracking to identify TCR clonotypes from blood that match clonotypes in the tumor. RESULTS PD-1 blockade increases the flux of TCR clonotypes entering cell cycle and induces an IFNγ signature like that seen in patients with other GI malignancies who respond to PD-1 blockade. However, these reactivated T cells have a robust signature of NF-κB signaling not seen in cases of PD-1 antibody response. Among paired samples between blood and tumor, several of the newly cycling clonotypes matched activated T-cell clonotypes observed in the tumor. CONCLUSIONS Cytotoxic T cells in the blood of patients with PDAC remain sensitive to reinvigoration by PD-1 blockade, and some have tumor-recognizing potential. Although these T cells proliferate and have a signature of IFN exposure, they also upregulate NF-κB signaling, which potentially counteracts the beneficial effects of anti-PD-1 reinvigoration and marks these T cells as non-productive contributors to antitumor immunity. See related commentary by Lander and DeNardo, p. 474.
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Affiliation(s)
- Lestat R. Ali
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Immunology, Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Patrick J. Lenehan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Victoire Cardot-Ruffino
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Andressa Dias Costa
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Matthew H.G. Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Todd W. Bauer
- Department of Surgery, University of Virginia Health System, Charlottesville, Virginia
| | - Jonathan A. Nowak
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Brian M. Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Thomas A. Abrams
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Anuj Patel
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Thomas E. Clancy
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jiping Wang
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Joseph D. Mancias
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Matthew J. Reilley
- Division of Hematology and Oncology, Department of Medicine, University of Virginia Health System, Charlottesville, Virginia
| | | | | | - Rawad Elias
- Hartford Healthcare Cancer Institute, Hartford, Connecticut
| | - Nipun Merchant
- Department of Surgery, University of Miami, Miami, Florida
| | - Craig L. Slingluff
- Department of Surgery, University of Virginia Health System, Charlottesville, Virginia
| | - Osama E. Rahma
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Stephanie K. Dougan
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Immunology, Harvard Medical School, Boston, Massachusetts
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Kalinka E, Brody SM, Swafford AJM, Medina EM, Fritz-Laylin LK. Genetic transformation of the frog-killing chytrid fungus Batrachochytrium dendrobatidis. Proc Natl Acad Sci U S A 2024; 121:e2317928121. [PMID: 38236738 PMCID: PMC10823177 DOI: 10.1073/pnas.2317928121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/13/2023] [Indexed: 01/23/2024] Open
Abstract
Batrachochytrium dendrobatidis (Bd), a causative agent of chytridiomycosis, is decimating amphibian populations around the world. Bd belongs to the chytrid lineage, a group of early-diverging fungi that are widely used to study fungal evolution. Like all chytrids, Bd develops from a motile form into a sessile, growth form, a transition that involves drastic changes in its cytoskeletal architecture. Efforts to study Bd cell biology, development, and pathogenicity have been limited by the lack of genetic tools with which to test hypotheses about underlying molecular mechanisms. Here, we report the development of a transient genetic transformation system for Bd. We used electroporation to deliver exogenous DNA into Bd cells and detected transgene expression for up to three generations under both heterologous and native promoters. We also adapted the transformation protocol for selection using an antibiotic resistance marker. Finally, we used this system to express fluorescent protein fusions and, as a proof of concept, expressed a genetically encoded probe for the actin cytoskeleton. Using live-cell imaging, we visualized the distribution and dynamics of polymerized actin at each stage of the Bd life cycle, as well as during key developmental transitions. This transformation system enables direct testing of key hypotheses regarding mechanisms of Bd pathogenesis. This technology also paves the way for answering fundamental questions of chytrid cell, developmental, and evolutionary biology.
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Affiliation(s)
- Erik Kalinka
- Department of Biology, University of Massachusetts, Amherst, MA01003
| | | | | | - Edgar M. Medina
- Department of Biology, University of Massachusetts, Amherst, MA01003
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Dorst KE, Senne RA, Diep AH, de Boer AR, Suthard RL, Leblanc H, Ruesch EA, Pyo AY, Skelton S, Carstensen LC, Malmberg S, McKissick OP, Bladon JH, Ramirez S. Hippocampal Engrams Generate Variable Behavioral Responses and Brain-Wide Network States. J Neurosci 2024; 44:e0340232023. [PMID: 38050098 PMCID: PMC10860633 DOI: 10.1523/jneurosci.0340-23.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 10/31/2023] [Accepted: 11/13/2023] [Indexed: 12/06/2023] Open
Abstract
Freezing is a defensive behavior commonly examined during hippocampal-mediated fear engram reactivation. How these cellular populations engage the brain and modulate freezing across varying environmental demands is unclear. To address this, we optogenetically reactivated a fear engram in the dentate gyrus subregion of the hippocampus across three distinct contexts in male mice. We found that there were differential amounts of light-induced freezing depending on the size of the context in which reactivation occurred: mice demonstrated robust light-induced freezing in the most spatially restricted of the three contexts but not in the largest. We then utilized graph theoretical analyses to identify brain-wide alterations in cFos expression during engram reactivation across the smallest and largest contexts. Our manipulations induced positive interregional cFos correlations that were not observed in control conditions. Additionally, regions spanning putative "fear" and "defense" systems were recruited as hub regions in engram reactivation networks. Lastly, we compared the network generated from engram reactivation in the small context with a natural fear memory retrieval network. Here, we found shared characteristics such as modular composition and hub regions. By identifying and manipulating the circuits supporting memory function, as well as their corresponding brain-wide activity patterns, it is thereby possible to resolve systems-level biological mechanisms mediating memory's capacity to modulate behavioral states.
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Affiliation(s)
- Kaitlyn E Dorst
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
- Graduate Program for Neuroscience, Boston University, Boston 02215, Massachusetts
| | - Ryan A Senne
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
- Graduate Program for Neuroscience, Boston University, Boston 02215, Massachusetts
| | - Anh H Diep
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - Antje R de Boer
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - Rebecca L Suthard
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
- Graduate Program for Neuroscience, Boston University, Boston 02215, Massachusetts
| | - Heloise Leblanc
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
- Graduate Program for Neuroscience, Boston University, Boston 02215, Massachusetts
| | - Evan A Ruesch
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - Angela Y Pyo
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - Sara Skelton
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - Lucas C Carstensen
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
- Graduate Program for Neuroscience, Boston University, Boston 02215, Massachusetts
| | - Samantha Malmberg
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
- Graduate Program for Neuroscience, Boston University, Boston 02215, Massachusetts
| | - Olivia P McKissick
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - John H Bladon
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
| | - Steve Ramirez
- Department of Psychological and Brain Sciences, Boston University, Boston 02215, Massachusetts
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Li Y, Sun M, Yang X, Yang M, Kleisner KM, Mills KE, Tang Y, Du F, Qiu Y, Ren Y, Chen Y. Social-ecological vulnerability and risk of China's marine capture fisheries to climate change. Proc Natl Acad Sci U S A 2024; 121:e2313773120. [PMID: 38147648 PMCID: PMC10769861 DOI: 10.1073/pnas.2313773120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 11/18/2023] [Indexed: 12/28/2023] Open
Abstract
Climate change is a new disrupter to global fisheries systems and their governance frameworks. It poses a pressing management challenge, particularly in China, which is renowned as the world's largest fishing country and seafood producer. As climate change continues to intensify in the region and climate awareness grows within the country's national policy, the need to understand China's fisheries' resilience to the escalating climate crisis becomes paramount. In this study, we conduct an interdisciplinary analysis to assess the vulnerability and risk of China's marine capture fisheries in response to climate change. This study employs a spatially explicit, indicator-based approach with a coupled social-ecological framework, focusing on 67 species and 11 coastal regions. By integrating diverse sets of climatic, ecological, economic, societal, and governance indicators and information, we elucidate the factors that could hinder climate adaptation, including a limited understanding of fish early life stages, uncertainty in seafood production, unequal allocation and accessibility of resources, and inadequate consideration of inclusive governance and adaptive management. Our results show that species, which have managed to survive the stress of overfishing, demonstrate a remarkable ability to adapt to climate change. However, collapsing stocks such as large yellow croaker face a high risk due to the synergistic effects of inherent biological traits and external management interventions. We emphasize the imperative to build institutional, scientific, and social capacity to support fisheries adaptation. The scientific insights provided by this study can inform fisheries management decisions and promote the operationalization of climate-resilient fisheries in China and other regions.
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Affiliation(s)
- Yunzhou Li
- School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY11794
- Institute for Advanced Computational Science, Stony Brook University, Stony Brook, NY11794
| | - Ming Sun
- School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY11794
- Institute for Advanced Computational Science, Stony Brook University, Stony Brook, NY11794
| | - Xiangyan Yang
- School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY11794
- Institute for Advanced Computational Science, Stony Brook University, Stony Brook, NY11794
| | - Molin Yang
- School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY11794
| | | | | | - Yi Tang
- College of Marine Culture and Law, Shanghai Ocean University, Shanghai201306, China
| | - Feiyan Du
- South China Sea Fisheries Research Institute, Chinese Academy of Fisheries Sciences, Guangzhou510301, China
| | - Yongsong Qiu
- South China Sea Fisheries Research Institute, Chinese Academy of Fisheries Sciences, Guangzhou510301, China
| | - Yiping Ren
- College of Fisheries, Ocean University of China, Qingdao266003, China
| | - Yong Chen
- School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY11794
- Institute for Advanced Computational Science, Stony Brook University, Stony Brook, NY11794
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Ma S, Kotar A, Hall I, Grote S, Rouskin S, Keane SC. Structure of pre-miR-31 reveals an active role in Dicer-TRBP complex processing. Proc Natl Acad Sci U S A 2023; 120:e2300527120. [PMID: 37725636 PMCID: PMC10523476 DOI: 10.1073/pnas.2300527120] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 08/01/2023] [Indexed: 09/21/2023] Open
Abstract
As an essential posttranscriptional regulator of gene expression, microRNA (miRNA) levels must be strictly maintained. The biogenesis of many miRNAs is mediated by trans-acting protein partners through a variety of mechanisms, including remodeling of the RNA structure. miR-31 functions as an oncogene in numerous cancers, and interestingly, its biogenesis is not known to be regulated by protein-binding partners. Therefore, the intrinsic structural properties of the precursor element of miR-31 (pre-miR-31) can provide a mechanism by which its biogenesis is regulated. We determined the solution structure of pre-miR-31 to investigate the role of distinct structural elements in regulating processing by the Dicer-TRBP complex. We found that the presence or absence of mismatches within the helical stem does not strongly influence Dicer-TRBP processing of the pre-miRNAs. However, both the apical loop size and structure at the Dicing site are key elements for discrimination by the Dicer-TRBP complex. Interestingly, our NMR-derived structure reveals the presence of a triplet of base pairs that link the Dicer cleavage site and the apical loop. Mutational analysis in this region suggests that the stability of the junction region strongly influences processing by the Dicer-TRBP complex. Our results enrich our understanding of the active role that RNA structure plays in regulating miRNA biogenesis, which has direct implications for the control of gene expression.
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Affiliation(s)
- Sicong Ma
- Biophysics Program, University of Michigan, Ann Arbor, MI48109
| | - Anita Kotar
- Biophysics Program, University of Michigan, Ann Arbor, MI48109
| | - Ian Hall
- Department of Chemistry, University of Michigan, Ann Arbor, MI48109
| | - Scott Grote
- Department of Microbiology, Harvard Medical School,Boston, MA02115
| | - Silvi Rouskin
- Department of Microbiology, Harvard Medical School,Boston, MA02115
| | - Sarah C. Keane
- Biophysics Program, University of Michigan, Ann Arbor, MI48109
- Department of Chemistry, University of Michigan, Ann Arbor, MI48109
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