1
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Cardiello JF, Joven Araus A, Giatrellis S, Helsens C, Simon A, Leigh ND. Evaluation of genetic demultiplexing of single-cell sequencing data from model species. Life Sci Alliance 2023; 6:e202301979. [PMID: 37197983 PMCID: PMC10192724 DOI: 10.26508/lsa.202301979] [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: 02/08/2023] [Revised: 05/03/2023] [Accepted: 05/03/2023] [Indexed: 05/19/2023] Open
Abstract
Single-cell sequencing (sc-seq) provides a species agnostic tool to study cellular processes. However, these technologies are expensive and require sufficient cell quantities and biological replicates to avoid artifactual results. An option to address these problems is pooling cells from multiple individuals into one sc-seq library. In humans, genotype-based computational separation (i.e., demultiplexing) of pooled sc-seq samples is common. This approach would be instrumental for studying non-isogenic model organisms. We set out to determine whether genotype-based demultiplexing could be more broadly applied among species ranging from zebrafish to non-human primates. Using such non-isogenic species, we benchmark genotype-based demultiplexing of pooled sc-seq datasets against various ground truths. We demonstrate that genotype-based demultiplexing of pooled sc-seq samples can be used with confidence in several non-isogenic model organisms and uncover limitations of this method. Importantly, the only genomic resource required for this approach is sc-seq data and a de novo transcriptome. The incorporation of pooling into sc-seq study designs will decrease cost while simultaneously increasing the reproducibility and experimental options in non-isogenic model organisms.
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Affiliation(s)
- Joseph F Cardiello
- Molecular Medicine and Gene Therapy, Wallenberg Centre for Molecular Medicine, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Alberto Joven Araus
- Department of Cell and Molecular Biology, Karolinska Institute, Stockholm, Sweden
| | - Sarantis Giatrellis
- Department of Cell and Molecular Biology, Karolinska Institute, Stockholm, Sweden
| | - Clement Helsens
- Institute of Bioengineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - András Simon
- Department of Cell and Molecular Biology, Karolinska Institute, Stockholm, Sweden
| | - Nicholas D Leigh
- Molecular Medicine and Gene Therapy, Wallenberg Centre for Molecular Medicine, Lund Stem Cell Center, Lund University, Lund, Sweden
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2
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Dunlap GS, Leigh ND. Best Practices to Promote Data Utility and Reuse by the Non-Traditional Model Organism Community. Methods Mol Biol 2023; 2562:461-469. [PMID: 36272094 DOI: 10.1007/978-1-0716-2659-7_30] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
The dramatic increase in accessibility to sequencing technologies has opened new avenues into studying different processes, cells, and animal models. In the amphibian models used for regeneration research, these new datasets have uncovered a variety of information about what genes define the regenerating limb as well as how genes and cells change over the course of regeneration. The accumulation of data from these studies undoubtedly increases our understanding of regeneration. Throughout these studies, it is important to consider how data can be made most useful not only for the primary study but also for reuse within the scientific community. This chapter will focus on best practices for data collection and handling as well as principles to promote access and reuse of big datasets. However, the deposition and thorough description of data of all sizes generated for a publication (e.g., images, fcs files, etc.) can also be done following this generic workflow. The aim is to lower hurdles for reuse, access, and re-evaluation of data which will in turn increase the utility of these datasets and accelerate scientific progress.
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Affiliation(s)
- Garrett S Dunlap
- Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - Nicholas D Leigh
- Molecular Medicine and Gene Therapy, Wallenberg Centre for Molecular Medicine, Lund Stem Cell Center, Lund University, Lund, Sweden.
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3
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Woych J, Ortega Gurrola A, Deryckere A, Jaeger ECB, Gumnit E, Merello G, Gu J, Joven Araus A, Leigh ND, Yun M, Simon A, Tosches MA. Cell-type profiling in salamanders identifies innovations in vertebrate forebrain evolution. Science 2022; 377:eabp9186. [PMID: 36048957 PMCID: PMC10024926 DOI: 10.1126/science.abp9186] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The evolution of advanced cognition in vertebrates is associated with two independent innovations in the forebrain: the six-layered neocortex in mammals and the dorsal ventricular ridge (DVR) in sauropsids (reptiles and birds). How these innovations arose in vertebrate ancestors remains unclear. To reconstruct forebrain evolution in tetrapods, we built a cell-type atlas of the telencephalon of the salamander Pleurodeles waltl. Our molecular, developmental, and connectivity data indicate that parts of the sauropsid DVR trace back to tetrapod ancestors. By contrast, the salamander dorsal pallium is devoid of cellular and molecular characteristics of the mammalian neocortex yet shares similarities with the entorhinal cortex and subiculum. Our findings chart the series of innovations that resulted in the emergence of the mammalian six-layered neocortex and the sauropsid DVR.
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Affiliation(s)
- Jamie Woych
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Alonso Ortega Gurrola
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA.,Department of Neuroscience, Columbia University, New York, NY 10027, USA
| | - Astrid Deryckere
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Eliza C B Jaeger
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Elias Gumnit
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Gianluca Merello
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Jiacheng Gu
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Alberto Joven Araus
- Department of Cell and Molecular Biology, Karolinska Institute, SE-171 77 Stockholm, Sweden
| | - Nicholas D Leigh
- Molecular Medicine and Gene Therapy, Wallenberg Centre for Molecular Medicine, Lund Stem Cell Center, Lund University, 221 84 Lund, Sweden
| | - Maximina Yun
- Technische Universität Dresden, CRTD/Center for Regenerative Therapies Dresden, 01307 Dresden, Germany.,Max Planck Institute for Molecular Cell Biology and Genetics, 01307 Dresden, Germany
| | - András Simon
- Department of Cell and Molecular Biology, Karolinska Institute, SE-171 77 Stockholm, Sweden
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4
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Abstract
New techniques for visualizing and interrogating single cells hold the key to unlocking the underlying mechanisms of salamander limb regeneration.
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Affiliation(s)
- Nicholas D Leigh
- Molecular Medicine and Gene Therapy, Wallenberg Centre for Molecular Medicine, Lund Stem Cell Center, Lund University, Sweden
| | - Joshua D Currie
- Department of Biology, Wake Forest University, 455 Vine Street, Winston-Salem, USA
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5
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Leigh ND, Pereira CF. Reprogramming Stars #5: Regeneration, a Natural Reprogramming Process-An Interview with Dr. Nicholas Leigh. Cell Reprogram 2022; 24:2-8. [PMID: 35133883 DOI: 10.1089/cell.2022.29055.nl] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Nicholas D Leigh
- Molecular Medicine and Gene Therapy, Lund Stem Cell Centre, Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden
| | - Carlos-Filipe Pereira
- Molecular Medicine and Gene Therapy, Lund Stem Cell Centre, Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden
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6
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Wijk SC, Prabhala P, Michaliková B, Sommarin M, Doyle A, Lang S, Kanzenbach K, Tufvesson E, Lindstedt S, Leigh ND, Karlsson G, Bjermer L, Westergren-Thorsson G, Magnusson M. Human Primary Airway Basal Cells Display a Continuum of Molecular Phases from Health to Disease in Chronic Obstructive Pulmonary Disease. Am J Respir Cell Mol Biol 2021; 65:103-113. [PMID: 33789072 DOI: 10.1165/rcmb.2020-0464oc] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Airway basal cells are crucial for regeneration of the human lung airway epithelium and are believed to be important contributors to chronic obstructive pulmonary disease (COPD) and other lung disorders. To reveal how basal cells contribute to disease and to discover novel therapeutic targets, these basal cells need to be further characterized. In this study, we optimized a flow cytometry-based cell sorting protocol for primary human airway basal cells dependent on cell size and NGFR (nerve-growth factor receptor) expression. The basal cell population was found to be molecularly and functionally heterogeneous, in contrast to cultured basal cells. In addition, significant differences were found, such as KRT14 expression exclusively existing in cultured cells. Also, colony-forming capacity was significantly increased in cultured cells showing a clonal enrichment in vitro. Next, by single-cell RNA sequencing on primary basal cells from healthy donors and patients with Global Initiative for Chronic Obstructive Lung Disease stage IV COPD, the gene expression revealed a continuum ranging from healthy basal cell signatures to diseased basal cell phenotypes. We identified several upregulated genes that may indicate COPD, such as stress response-related genes GADD45B and AHSA1, together with with genes involved in the response to hypoxia, such as CITED2 and SOD1. Taken together, the presence of healthy basal cells in stage IV COPD demonstrates the potential for regeneration through the discovery of novel therapeutic targets. In addition, we show the importance of studying primary basal cells when investigating disease mechanisms as well as for developing future cell-based therapies in the human lung.
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Affiliation(s)
- Sofia C Wijk
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center
| | - Pavan Prabhala
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center
| | | | | | - Alexander Doyle
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center
| | - Stefan Lang
- Division of Molecular Hematology, Lund Stem Cell Center
| | - Karina Kanzenbach
- Division of Respiratory Medicine and Allergology, Department of Clinical Sciences
| | - Ellen Tufvesson
- Division of Respiratory Medicine and Allergology, Department of Clinical Sciences
| | - Sandra Lindstedt
- Department of Cardiothoracic Surgery, Skåne University Hospital, and
| | - Nicholas D Leigh
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center.,Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden
| | | | - Leif Bjermer
- Division of Respiratory Medicine and Allergology, Department of Clinical Sciences
| | | | - Mattias Magnusson
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center
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7
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Stegmayr J, Alsafadi HN, Langwiński W, Niroomand A, Lindstedt S, Leigh ND, Wagner DE. Isolation of high-yield and -quality RNA from human precision-cut lung slices for RNA-sequencing and computational integration with larger patient cohorts. Am J Physiol Lung Cell Mol Physiol 2020; 320:L232-L240. [PMID: 33112185 DOI: 10.1152/ajplung.00401.2020] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Precision-cut lung slices (PCLS) have gained increasing interest as a model to study lung biology/disease and screening novel therapeutics. In particular, PCLS derived from human tissue can better recapitulate some aspects of lung biology/disease as compared with animal models. Several experimental readouts have been established for use with PCLS, but obtaining high-yield and -quality RNA for downstream analysis has remained challenging. This is particularly problematic for utilizing the power of next-generation sequencing techniques, such as RNA-sequencing (RNA-seq), for nonbiased and high-throughput analysis of PCLS human cohorts. In the current study, we present a novel approach for isolating high-quality RNA from a small amount of tissue, including diseased human tissue, such as idiopathic pulmonary fibrosis. We show that the RNA isolated using this method has sufficient quality for RT-qPCR and RNA-seq analysis. Furthermore, the RNA-seq data from human PCLS could be used in several established computational pipelines, including deconvolution of bulk RNA-seq data using publicly available single-cell RNA-seq data. Deconvolution using Bisque revealed a diversity of cell populations in human PCLS, including several immune cell populations, which correlated with cell populations known to be present and aberrant in human disease.
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Affiliation(s)
- John Stegmayr
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden.,Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden.,Stem Cell Center, Faculty of Medicine, Lund University, Lund, Sweden
| | - Hani N Alsafadi
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden.,Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden.,Stem Cell Center, Faculty of Medicine, Lund University, Lund, Sweden
| | - Wojciech Langwiński
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden.,Department of Pediatric Pulmonology, Allergy, and Clinical Immunology, Poznan University of Medical Science, Poznan, Poland
| | - Anna Niroomand
- Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden.,Department of Thoracic Surgery, Lund University, Lund, Sweden
| | - Sandra Lindstedt
- Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden.,Department of Thoracic Surgery, Lund University, Lund, Sweden
| | - Nicholas D Leigh
- Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden.,Stem Cell Center, Faculty of Medicine, Lund University, Lund, Sweden.,Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Darcy E Wagner
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden.,Wallenberg Centre for Molecular Medicine, Lund University, Lund, Sweden.,Stem Cell Center, Faculty of Medicine, Lund University, Lund, Sweden
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8
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Leigh ND, Sessa S, Dragalzew AC, Payzin‐Dogru D, Sousa JF, Aggouras AN, Johnson K, Dunlap GS, Haas BJ, Levin M, Schneider I, Whited JL. Cover Image: Volume 22, Issue 4. Evol Dev 2020. [DOI: 10.1111/ede.12349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Nicholas D. Leigh
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
- Broad Institute of MIT and Harvard Cambridge Massachusetts
| | - Sofia Sessa
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
| | - Aline C. Dragalzew
- Instituto de Ciências Biológicas, Universidade Federal do Pará Belém Brazil
| | - Duygu Payzin‐Dogru
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
| | - Josane F. Sousa
- Instituto de Ciências Biológicas, Universidade Federal do Pará Belém Brazil
| | - Anthony N. Aggouras
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
| | - Kimberly Johnson
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
| | - Garrett S. Dunlap
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
| | - Brian J. Haas
- Broad Institute of MIT and Harvard Cambridge Massachusetts
| | - Michael Levin
- Allen Discovery Center at Tufts University, Tufts University Medford Massachusetts
- Department of BiologyTufts University Medford Massachusetts
| | - Igor Schneider
- Instituto de Ciências Biológicas, Universidade Federal do Pará Belém Brazil
| | - Jessica L. Whited
- Department of Stem Cell and Regenerative BiologyHarvard University Cambridge Massachusetts
- Broad Institute of MIT and Harvard Cambridge Massachusetts
- Allen Discovery Center at Tufts University, Tufts University Medford Massachusetts
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9
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Leigh ND, Sessa S, Dragalzew AC, Payzin-Dogru D, Sousa JF, Aggouras AN, Johnson K, Dunlap GS, Haas BJ, Levin M, Schneider I, Whited JL. von Willebrand factor D and EGF domains is an evolutionarily conserved and required feature of blastemas capable of multitissue appendage regeneration. Evol Dev 2020; 22:297-311. [PMID: 32163674 PMCID: PMC7390686 DOI: 10.1111/ede.12332] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Regenerative ability varies tremendously across species. A common feature of regeneration of appendages such as limbs, fins, antlers, and tails is the formation of a blastema—a transient structure that houses a pool of progenitor cells that can regenerate the missing tissue. We have identified the expression of von Willebrand factor D and EGF domains (vwde) as a common feature of blastemas capable of regenerating limbs and fins in a variety of highly regenerative species, including axolotl (Ambystoma mexicanum), lungfish (Lepidosiren paradoxa), and Polpyterus (Polypterus senegalus). Further, vwde expression is tightly linked to the ability to regenerate appendages in Xenopus laevis. Functional experiments demonstrate a requirement for vwde in regeneration and indicate that Vwde is a potent growth factor in the blastema. These data identify a key role for vwde in regenerating blastemas and underscore the power of an evolutionarily informed approach for identifying conserved genetic components of regeneration. vwde expression is a common feature of blastemas capable of fin and limb regeneration. vwde expression is tightly tied to regeneration‐competency. vwde is required for axolotl limb regeneration, with transient knockdown resulting in severe endpoint phenotypes.
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Affiliation(s)
- Nicholas D Leigh
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sofia Sessa
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts
| | - Aline C Dragalzew
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Duygu Payzin-Dogru
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts
| | - Josane F Sousa
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Anthony N Aggouras
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts
| | - Kimberly Johnson
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts
| | - Garrett S Dunlap
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts
| | - Brian J Haas
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Michael Levin
- Allen Discovery Center at Tufts University, Tufts University, Medford, Massachusetts.,Department of Biology, Tufts University, Medford, Massachusetts
| | - Igor Schneider
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
| | - Jessica L Whited
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Allen Discovery Center at Tufts University, Tufts University, Medford, Massachusetts
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Abstract
Allogeneic hematopoietic cell transplantation (allo-HCT) is an effective immunotherapeutic approach for various hematologic and immunologic ailments. Despite the beneficial impact of allo-HCT, its adverse effects cause severe health concerns. After transplantation, recognition of host cells as foreign entities by donor T cells induces graft-vs.-host disease (GVHD). Activation, proliferation and trafficking of donor T cells to target organs and tissues are critical steps in the pathogenesis of GVHD. T cell activation is a synergistic process of T cell receptor (TCR) recognition of major histocompatibility complex (MHC)-anchored antigen and co-stimulatory/co-inhibitory signaling in the presence of cytokines. Most of the currently used therapeutic regimens for GVHD are based on inhibiting the allogeneic T cell response or T-cell depletion (TCD). However, the immunosuppressive drugs and TCD hamper the therapeutic potential of allo-HCT, resulting in attenuated graft-vs.-leukemia (GVL) effect as well as increased vulnerability to infection. In view of the drawback of overbroad immunosuppression, co-stimulatory, and co-inhibitory molecules are plausible targets for selective modulation of T cell activation and function that can improve the effectiveness of allo-HCT. Therefore, this review collates existing knowledge of T cell co-stimulation and co-inhibition with current research that may have the potential to provide novel approaches to cure GVHD without sacrificing the beneficial effects of allo-HCT.
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Affiliation(s)
- Sandeep Kumar
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Nicholas D Leigh
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Xuefang Cao
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States.,Department of Microbiology and Immunology, Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, Baltimore, MD, United States
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11
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Leigh ND, Dunlap GS, Johnson K, Mariano R, Oshiro R, Wong AY, Bryant DM, Miller BM, Ratner A, Chen A, Ye WW, Haas BJ, Whited JL. Transcriptomic landscape of the blastema niche in regenerating adult axolotl limbs at single-cell resolution. Nat Commun 2018; 9:5153. [PMID: 30514844 PMCID: PMC6279788 DOI: 10.1038/s41467-018-07604-0] [Citation(s) in RCA: 92] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 11/13/2018] [Indexed: 12/21/2022] Open
Abstract
Regeneration of complex multi-tissue structures, such as limbs, requires the coordinated effort of multiple cell types. In axolotl limb regeneration, the wound epidermis and blastema have been extensively studied via histology, grafting, and bulk-tissue RNA-sequencing. However, defining the contributions of these tissues is hindered due to limited information regarding the molecular identity of the cell types in regenerating limbs. Here we report unbiased single-cell RNA-sequencing on over 25,000 cells from axolotl limbs and identify a plethora of cellular diversity within epidermal, mesenchymal, and hematopoietic lineages in homeostatic and regenerating limbs. We identify regeneration-induced genes, develop putative trajectories for blastema cell differentiation, and propose the molecular identity of fibroblast-like blastema progenitor cells. This work will enable application of molecular techniques to assess the contribution of these populations to limb regeneration. Overall, these data allow for establishment of a putative framework for adult axolotl limb regeneration. Limb regeneration requires a blastema with progenitor cells, immune cells, and an overlying wound epidermis, but molecular identities of these populations are unclear. Here, the authors use single-cell RNA-sequencing to identify transcriptionally distinct cell populations in adult axolotl limb blastemas.
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Affiliation(s)
- Nicholas D Leigh
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.,Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, MA, 02142, USA
| | - Garrett S Dunlap
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.,Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, MA, 02142, USA
| | - Kimberly Johnson
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.,Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, MA, 02142, USA
| | - Rachelle Mariano
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Rachel Oshiro
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Alan Y Wong
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.,Department of Stem Cell and Regenerative Biology, Harvard University, 7 Divinity Avenue, Cambridge, MA, 02138, USA
| | - Donald M Bryant
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Bess M Miller
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.,Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, MA, 02142, USA
| | - Alex Ratner
- ICCB-L Single Cell Core, Harvard Medical School, 200 Longwood Avenue, Boston, MA, 02115, USA
| | - Andy Chen
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - William W Ye
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Brian J Haas
- Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, MA, 02142, USA
| | - Jessica L Whited
- Department of Orthopedic Surgery, Harvard Medical School, The Harvard Stem Cell Institute, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA. .,Broad Institute of MIT and Harvard, 7 Cambridge Center, Cambridge, MA, 02142, USA. .,Department of Stem Cell and Regenerative Biology, Harvard University, 7 Divinity Avenue, Cambridge, MA, 02138, USA.
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12
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Bryant DM, Johnson K, DiTommaso T, Tickle T, Couger MB, Payzin-Dogru D, Lee TJ, Leigh ND, Kuo TH, Davis FG, Bateman J, Bryant S, Guzikowski AR, Tsai SL, Coyne S, Ye WW, Freeman RM, Peshkin L, Tabin CJ, Regev A, Haas BJ, Whited JL. A Tissue-Mapped Axolotl De Novo Transcriptome Enables Identification of Limb Regeneration Factors. Cell Rep 2017; 18:762-776. [PMID: 28099853 PMCID: PMC5419050 DOI: 10.1016/j.celrep.2016.12.063] [Citation(s) in RCA: 485] [Impact Index Per Article: 69.3] [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: 05/25/2016] [Revised: 10/26/2016] [Accepted: 12/20/2016] [Indexed: 12/30/2022] Open
Abstract
Mammals have extremely limited regenerative capabilities; however, axolotls are profoundly regenerative and can replace entire limbs. The mechanisms underlying limb regeneration remain poorly understood, partly because the enormous and incompletely sequenced genomes of axolotls have hindered the study of genes facilitating regeneration. We assembled and annotated a de novo transcriptome using RNA-sequencing profiles for a broad spectrum of tissues that is estimated to have near-complete sequence information for 88% of axolotl genes. We devised expression analyses that identified the axolotl orthologs of cirbp and kazald1 as highly expressed and enriched in blastemas. Using morpholino anti-sense oligonucleotides, we find evidence that cirbp plays a cytoprotective role during limb regeneration whereas manipulation of kazald1 expression disrupts regeneration. Our transcriptome and annotation resources greatly complement previous transcriptomic studies and will be a valuable resource for future research in regenerative biology.
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Affiliation(s)
- Donald M Bryant
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Kimberly Johnson
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Tia DiTommaso
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Timothy Tickle
- Broad Institute of MIT and Harvard and Klarman Cell Observatory, 7 Cambridge Center, Cambridge, MA 02142, USA
| | - Matthew Brian Couger
- Department of Microbiology and Molecular Genetics, Oklahoma State University, 307 Life Sciences East, Stillwater, OK 74078, USA
| | - Duygu Payzin-Dogru
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Tae J Lee
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Nicholas D Leigh
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Tzu-Hsing Kuo
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Francis G Davis
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Joel Bateman
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Sevara Bryant
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Anna R Guzikowski
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Stephanie L Tsai
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Steven Coyne
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - William W Ye
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA
| | - Robert M Freeman
- Department of Systems Biology, Harvard Medical School, 200 Longwood Avenue, Boston, MA 02115, USA
| | - Leonid Peshkin
- Department of Systems Biology, Harvard Medical School, 200 Longwood Avenue, Boston, MA 02115, USA
| | - Clifford J Tabin
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Aviv Regev
- Broad Institute of MIT and Harvard and Klarman Cell Observatory, 7 Cambridge Center, Cambridge, MA 02142, USA
| | - Brian J Haas
- Broad Institute of MIT and Harvard and Klarman Cell Observatory, 7 Cambridge Center, Cambridge, MA 02142, USA.
| | - Jessica L Whited
- Harvard Medical School, Harvard Stem Cell Institute, and Department of Orthopedic Surgery, Brigham & Women's Hospital, 65 Landsdowne St., Cambridge, MA 02139, USA.
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13
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Bryant DM, Sousounis K, Payzin-Dogru D, Bryant S, Sandoval AGW, Martinez Fernandez J, Mariano R, Oshiro R, Wong AY, Leigh ND, Johnson K, Whited JL. Identification of regenerative roadblocks via repeat deployment of limb regeneration in axolotls. NPJ Regen Med 2017; 2:30. [PMID: 29302364 PMCID: PMC5677943 DOI: 10.1038/s41536-017-0034-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Revised: 09/22/2017] [Accepted: 09/26/2017] [Indexed: 02/07/2023] Open
Abstract
Axolotl salamanders are powerful models for understanding how regeneration of complex body parts can be achieved, whereas mammals are severely limited in this ability. Factors that promote normal axolotl regeneration can be examined in mammals to determine if they exhibit altered activity in this context. Furthermore, factors prohibiting axolotl regeneration can offer key insight into the mechanisms present in regeneration-incompetent species. We sought to determine if we could experimentally compromise the axolotl's ability to regenerate limbs and, if so, discover the molecular changes that might underlie their inability to regenerate. We found that repeated limb amputation severely compromised axolotls' ability to initiate limb regeneration. Using RNA-seq, we observed that a majority of differentially expressed transcripts were hyperactivated in limbs compromised by repeated amputation, suggesting that mis-regulation of these genes antagonizes regeneration. To confirm our findings, we additionally assayed the role of amphiregulin, an EGF-like ligand, which is aberrantly upregulated in compromised animals. During normal limb regeneration, amphiregulin is expressed by the early wound epidermis, and mis-expressing this factor lead to thickened wound epithelium, delayed initiation of regeneration, and severe regenerative defects. Collectively, our results suggest that repeatedly amputated limbs may undergo a persistent wound healing response, which interferes with their ability to initiate the regenerative program. These findings have important implications for human regenerative medicine.
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Affiliation(s)
- Donald M Bryant
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Konstantinos Sousounis
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA.,The Allen Discovery Center at Tufts University, 200 Boston Ave., Suite 4600, Medford, MA 02155 USA
| | - Duygu Payzin-Dogru
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Sevara Bryant
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Aaron Gabriel W Sandoval
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Jose Martinez Fernandez
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Rachelle Mariano
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Rachel Oshiro
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Alan Y Wong
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Nicholas D Leigh
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Kimberly Johnson
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA
| | - Jessica L Whited
- Harvard Medical School, the Harvard Stem Cell Institute, and the Department of Orthopedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd., 7016D, Boston, MA 02115 USA.,The Allen Discovery Center at Tufts University, 200 Boston Ave., Suite 4600, Medford, MA 02155 USA
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14
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Leigh ND, O'Neill RE, Du W, Chen C, Qiu J, Ashwell JD, McCarthy PL, Chen GL, Cao X. Host-Derived CD70 Suppresses Murine Graft-versus-Host Disease by Limiting Donor T Cell Expansion and Effector Function. J Immunol 2017; 199:336-347. [PMID: 28550198 DOI: 10.4049/jimmunol.1502181] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Accepted: 05/01/2017] [Indexed: 11/19/2022]
Abstract
Allogeneic hematopoietic cell transplantation (allo-HCT) is a potentially curative treatment for hematologic and immunologic diseases. However, graft-versus-host disease (GVHD) may develop when donor-derived T cells recognize and damage genetically distinct normal host tissues. In addition to TCR signaling, costimulatory pathways are involved in T cell activation. CD27 is a TNFR family member expressed on T cells, and its ligand, CD70, is expressed on APCs. The CD27/CD70 costimulatory pathway was shown to be critical for T cell function and survival in viral infection models. However, the role of this pathway in allo-HCT is previously unknown. In this study, we have examined its contribution in GVHD pathogenesis. Surprisingly, Ab blockade of CD70 after allo-HCT significantly increases GVHD. Interestingly, whereas donor T cell- or bone marrow-derived CD70 plays no role in GVHD, host-derived CD70 inhibits GVHD as CD70-/- hosts show significantly increased GVHD. This is evidenced by reduced survival, more severe weight loss, and increased histopathologic damage compared with wild-type hosts. In addition, CD70-/- hosts have higher levels of proinflammatory cytokines TNF-α, IFN-γ, IL-2, and IL-17. Moreover, accumulation of donor CD4+ and CD8+ effector T cells is increased in CD70-/- versus wild-type hosts. Mechanistic analyses suggest that CD70 expressed by host hematopoietic cells is involved in the control of alloreactive T cell apoptosis and expansion. Together, our findings demonstrate that host CD70 serves as a unique negative regulator of allogeneic T cell response by contributing to donor T cell apoptosis and inhibiting expansion of donor effector T cells.
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Affiliation(s)
- Nicholas D Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Rachel E O'Neill
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Wei Du
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Chuan Chen
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Jingxin Qiu
- Department of Pathology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Jonathan D Ashwell
- Laboratory of Immune Cell Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892; and
| | - Philip L McCarthy
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - George L Chen
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Xuefang Cao
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263;
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15
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Willett CD, Lerch RN, Lin CH, Goyne KW, Leigh ND, Roberts CA. Benzoxazinone-Mediated Triazine Degradation: A Proposed Reaction Mechanism. J Agric Food Chem 2016; 64:4858-4865. [PMID: 27215133 DOI: 10.1021/acs.jafc.6b01017] [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] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The role of benzoxazinones (Bx, 2-hydroxy-2H-1,4-benzoxazin-3(4H)-one) in triazine resistance in plants has been studied for over half a century. In this research, fundamental parameters of the reaction between DIBOA-Glc (2-β-d-glucopyranosyloxy-4-hydroxy-1,4-benzoxazin-3-one) and atrazine (ATR, 6-chloro-N-ethyl-N'-(1-methylethyl)-1,3,5-triazine-2,4-diamine) were examined. Through a series of experiments employing a variety of chromatographic and spectroscopic techniques, the DIBOA-Glc/ATR reaction was characterized in terms of reactant and product kinetics, stoichiometry, identification of a reaction intermediate, and reaction products formed. Results of these experiments demonstrated that the reaction mechanism proceeds via nucleophilic attack of the hydroxamic acid moiety of DIBOA-Glc at the C-2 position of the triazine ring to form hydroxyatrazine (HA, 2-hydroxy-4-ethylamino-6-isopropylamino-s-triazine), with associated degradation of DIBOA-Glc. Degradation of reactants followed first-order kinetics with a noncatalytic role of DIBOA-Glc. A reaction intermediate was identified as a DIBOA-Glc-HA conjugate, indicating a 1:1 DIBOA-Glc:ATR stoichiometry. Reaction products included HA and Cl(-), but definitive identification of DIBOA-Glc reaction product(s) was not attained. With these reaction parameters elucidated, DIBOA-Glc can be evaluated in terms of its potential for a myriad of applications, including its use to address the problem of widespread ATR contamination of soil and water resources.
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Affiliation(s)
- C D Willett
- Department of Crop, Soil and Environmental Sciences, University of Arkansas , 1366 West Altheimer Drive, Fayetteville, Arkansas 72704, United States
| | - R N Lerch
- USDA-Agricultural Research Service , Cropping Systems and Water Quality Research Unit, 269 Ag. Eng. Bldg, Columbia, Missouri 65211, United States
| | - C-H Lin
- Department of Forestry, Center for Agroforestry, University of Missouri , 203 ABNR Bldg., Columbia, Missouri 65211, United States
| | - K W Goyne
- Department of Crop, Soil and Environmental Sciences, University of Arkansas , 1366 West Altheimer Drive, Fayetteville, Arkansas 72704, United States
| | - N D Leigh
- Department of Chemistry, Missouri University of Science and Technology , 142 Schrenk Hall, 400 West 11th Street, Rolla, Missouri 65409, United States
| | - C A Roberts
- Division of Plant Sciences, University of Missouri , 214D Waters Hall, Columbia, Missouri 65211, United States
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16
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Bian G, Leigh ND, Du W, Zhang L, Li L, Cao X. Interferon-Gamma Receptor Signaling Plays an Important Role in Restraining Murine Ovarian Tumor Progression. J Immunol Res Ther 2016; 1:15-21. [PMID: 27774523 PMCID: PMC5070605] [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] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Immune cell-derived cytotoxic pathways have been implicated in antitumor immune responses. The goal of this study is to characterize how these cytotoxic pathways influence ovarian cancer development. We have utilized the TgMISIIR-TAg transgenic mouse model which expresses the transforming SV40 TAg in the ovary, leading to spontaneous development of ovarian tumors that closely mimic human epithelial ovarian cancer. To test how perforin (Prf1), granzyme B (GzmB) and interferon-gamma (IFNg) impact tumor occurrence and progression, we bred the TgMISIIR-TAg transgene into Prf1-/-, GzmB-/-, and IFNgR1-/- mice. The transgenic females developed peritoneal tumors at 9-15 weeks and succumbed at 184 ± 37 days of age with 100% penetrance (n=41). Knockout of these cytotoxic genes does not affect tumor occurrence. However, loss of function in the IFNg signaling pathway significantly expedited tumor progression with all of the IFNg R1-/- TgMISIIR-TAg females succumbing to tumor outgrowth at 167 ± 27 days of age (p=0.0074, n=24). In contrast, loss of function of Prf1 or GzmB did not significantly impact tumor progression and host survival. Since tumor cells in the IFNg R1-/- TgMISIIR-TAg mice are IFNg R1 deficient, we used the implantable MOSEC (mouse ovarian surface epithelial cell) tumor line to validate that IFNg R signaling in host immune cells but not in tumor cells impacts tumor progression. Indeed, when the IFNg -responsive MOSEC cells were inoculated, IFNg R1-/- mice exhibited significantly higher tumor burden compared to WT mice. Furthermore, a MOSEC-splenocyte co-culture system confirmed that IFNg R1-/- immune cells were less effective than WT immune cells in controlling MOSEC tumor growth in vitro. Together, these results indicate that the IFNg R signaling pathway plays an important role in restraining murine ovarian tumor progression.
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Affiliation(s)
- Guanglin Bian
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Nicholas D. Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Wei Du
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Lei Zhang
- The fourth affiliated hospital, Hebei Medical University, Shijiazhuang, China
| | - Li Li
- The fourth affiliated hospital, Hebei Medical University, Shijiazhuang, China
| | - Xuefang Cao
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
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17
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Du W, Leigh ND, Bian G, Alqassim E, O'Neill RE, Mei L, Qiu J, Liu H, McCarthy PL, Cao X. Granzyme B Contributes to the Optimal Graft-Versus-Tumor Effect Mediated by Conventional CD4 + T Cells. J Immunol Res Ther 2016; 1:22-28. [PMID: 27774524 PMCID: PMC5070611] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Granzyme B (GzmB) is a key cytotoxic molecule utilized by T cells to kill pathogen-infected cells or transformed tumor cells. Previous studies using allogeneic hematopoietic cell transplantation (allo-HCT) murine models showed that GzmB is required for CD8+ T cells to cause graft-versus-host disease (GVHD). However, our recent study demonstrated that GzmB-mediated damage of CD8+ T cells diminished their graft-versus-tumor (GVT) activity. In this study, we examined the role of GzmB in GVT effect mediated by conventional CD4+CD25- T cells (CD4+ Tcon). GzmB-/-CD4+ Tcon cells exhibited decreased GVT activity compared to wild-type (WT) CD4+ Tcon cells, suggesting that GzmB is required for the optimal GVT activity of CD4+ Tcon cells. On the other hand, GzmB-/- CD4+CD25+ regulatory T cells were as suppressive as WT regulatory T cells in suppressing GVT activity, which is consistent with our previous report showing that GzmB is not required for regulatory T cell-mediated suppression of GVHD. These results demonstrate that GzmB causes opposite impacts on GVT effect mediated by CD4+CD25- versus CD8+ T cells. Interestingly, GzmB-/- total T cells exhibited GVT activity equivalent to that of WT total T cells, suggesting that the opposite impacts of GzmB on the GVT effect of CD4+CD25- versus CD8+ T cells may neutralize each other, which can only be observed when an individual T cell subset is examined. Importantly, these differential roles suggest that targeting GzmB in selective T cell subsets may have the potential to enhance the beneficial GVT effect.
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Affiliation(s)
- Wei Du
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Nicholas D. Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Guanglin Bian
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Emad Alqassim
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Rachel E. O'Neill
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA
| | - Lin Mei
- Department of Internal Medicine, University at Buffalo, Buffalo, USA
| | - Jingxin Qiu
- Department of Pathology, Roswell Park Cancer Institute, Buffalo, USA
| | - Hong Liu
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, USA
| | | | - Xuefang Cao
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, USA,Corresponding author: Xuefang Cao, MD, PhD, Department of Immunology, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY 14263, Tel: (716) 845-3963; Fax: (716) 845-1322;
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18
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Leigh ND, Kokolus KM, O'Neill RE, Du W, Eng JWL, Qiu J, Chen GL, McCarthy PL, Farrar JD, Cao X, Repasky EA. Housing Temperature-Induced Stress Is Suppressing Murine Graft-versus-Host Disease through β2-Adrenergic Receptor Signaling. J Immunol 2015; 195:5045-54. [PMID: 26459348 DOI: 10.4049/jimmunol.1500700] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Accepted: 09/16/2015] [Indexed: 01/18/2023]
Abstract
Graft-versus-host disease (GVHD) is the major complication of allogeneic hematopoietic cell transplantation, a potentially curative therapy for hematologic diseases. It has long been thought that murine bone marrow-derived T cells do not mediate severe GVHD because of their quantity and/or phenotype. During the course of experiments testing the impact of housing temperatures on GVHD, we discovered that this apparent resistance is a function of the relatively cool ambient housing temperature. Murine bone marrow-derived T cells have the ability to mediate severe GVHD in mice housed at a thermoneutral temperature. Specifically, mice housed at Institutional Animal Care and Use Committee-mandated, cool standard temperatures (∼ 22°C) are more resistant to developing GVHD than are mice housed at thermoneutral temperatures (∼ 30°C). We learned that the mechanism underlying this housing-dependent immunosuppression is associated with increased norepinephrine production and excessive signaling through β-adrenergic receptor signaling, which is increased when mice are cold stressed. Treatment of mice housed at 22°C with a β2-adrenergic antagonist reverses the norepinephrine-driven suppression of GVHD and yields similar disease to mice housed at 30°C. Conversely, administering a β2-adrenergic agonist decreases GVHD in mice housed at 30°C. In further mechanistic studies using β2-adrenergic receptor-deficient (β2-AR(-/-)) mice, we found that it is host cell β2-AR signaling that is essential for decreasing GVHD. These data reveal how baseline levels of β-adrenergic receptor signaling can influence murine GVHD and point to the feasibility of manipulation of β2-AR signaling to ameliorate GVHD in the clinical setting.
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Affiliation(s)
- Nicholas D Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Kathleen M Kokolus
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Rachel E O'Neill
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Wei Du
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Jason W-L Eng
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Jingxin Qiu
- Department of Pathology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - George L Chen
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263; and
| | - Philip L McCarthy
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263; and
| | - J David Farrar
- Department of Immunology and Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Xuefang Cao
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263;
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Leigh ND, Kokolus KM, Eng JWL, Qiu J, Chen GL, McCarthy PL, Cao X, Repasky EA. Abstract B43: The degree of adrenergic stress signaling regulates the severity of graft versus host disease following allogeneic hematopoietic cell transplantation. Cancer Immunol Res 2015. [DOI: 10.1158/2326-6074.tumimm14-b43] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Adrenergic stress is recognized to influence multiple arms of the immune system. Recent work in our lab supports the observation that conditions which cause physiologic stress (i.e., increase adrenergic stress) reduce T cell function. T cells are crucial mediators of graft versus host disease (GVHD), a common and often lethal side effect of allogeneic hematopoietic cell transplantation (allo-HCT). As many patients succumb to GVHD, being able to understand underlying factors that regulate its severity is paramount.
Our recent work led us to hypothesize that stress induced β-adrenergic receptor (AR) agonists such as norepinephrine may dampen GVHD following allo-HCT. To investigate the role of β-AR signaling on GVHD we performed MHC-mismatched allo-HCT in which recipient mice were treated with PBS (β-AR signaling intact) or a β-AR antagonist, propranolol, (i.e., a β-blocker) to inhibit β-AR signaling. Following allo-HCT, GVHD was significantly increased in mice treated with propranolol as evidenced by more weight loss (P<0.01) and decreased survival (P<0.01) compared to mice treated with PBS.
To confirm that the weight loss and decreased survival were indicative of T cell-mediated GVHD, we performed allo-HCT with T cell depleted bone marrow. No GVHD was observed in PBS- or propranolol-treated groups when the graft did not contain allogeneic T cells. Furthermore, syngeneic transplants also yielded no GVHD in PBS- or propranolol-treated groups. We next evaluated pathology in the liver, small and large intestine. We found that liver pathology was significantly increased (P<0.05) in mice treated with propranolol compared to the PBS treated group. Thus, for the first time we have found that the level of systemic β-AR-mediated stress signaling regulates the severity of GVHD.
We next asked whether we could regulate GVHD by manipulating endogenous levels of the β-AR agonist, norepinephrine, by exposing mice to physiological stress. To test this we used mildly cool housing temperature to activate the adrenergic stress response as temperature manipulation is a classic means to study norepinephrine-driven stress signaling. We housed mice at 22°C, a temperature in which mice are cold stressed, and 30°C, a temperature in which the adrenergic stress response is significantly reduced. Therefore in this model, we predicted that GVHD would be reduced in severity in mice housed at 22°C compared to those housed at 30°C.
We first confirmed that mice housed at 22°C were more stressed by measuring norepinephrine levels, finding that norepinephrine was significantly elevated both pre- and 13 days post-allo-HCT (P<0.05). As predicted, cold stressed mice housed at 22°C had significantly less GVHD as evidenced by reduced weight loss (P<0.01), improved survival (P<0.01), and less liver pathology (P<0.05) when compared to mice housed at 30°C. This strongly supports our results obtained using pharmacological inhibition of β-AR signaling. At 30°C, there is minimal norepinephrine-driven stress, and therefore is not surprising that propranolol treatment of these mice had no effect on the severity of GVHD. Thus, these findings suggest that allogeneic graft vs. host responses were responsible for weight loss and decreased survival in conditions in which adrenergic stress was alleviated (housing at 30°C) or the stress response was blocked (treatment with propranolol). Therefore β-AR signaling plays a vital and previously unrecognized role in modulating the severity of GVHD.
Clinically, using β-blockers to achieve pharmacologic inhibition of β-AR signaling is commonly used to alleviate symptoms of hypertension or other age-related diseases in elderly patients. Of note, β-blockers are also routinely given post allo-HCT to ameliorate symptoms such as hypertension and tachycardia. Thus, following allo-HCT, it may be important to reconsider the use of β-blockers as our findings suggest that the degree of β-AR signaling regulates the severity of GVHD.
Citation Format: Nicholas D. Leigh, Kathleen M. Kokolus, Jason W-L Eng, Jingxin Qiu, George L. Chen, Philip L. McCarthy, Xuefang Cao, Elizabeth A. Repasky. The degree of adrenergic stress signaling regulates the severity of graft versus host disease following allogeneic hematopoietic cell transplantation. [abstract]. In: Proceedings of the AACR Special Conference: Tumor Immunology and Immunotherapy: A New Chapter; December 1-4, 2014; Orlando, FL. Philadelphia (PA): AACR; Cancer Immunol Res 2015;3(10 Suppl):Abstract nr B43.
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Du W, Leigh ND, Bian G, O'Neill RE, Mei L, Qiu J, Chen GL, Hahn T, Liu H, McCarthy PL, Cao X. Granzyme B-Mediated Activation-Induced Death of CD4+ T Cells Inhibits Murine Acute Graft-versus-Host Disease. J Immunol 2015; 195:4514-23. [PMID: 26392464 DOI: 10.4049/jimmunol.1500668] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 08/18/2015] [Indexed: 01/12/2023]
Abstract
Granzyme B (GzmB) has previously been shown to be critical for CD8(+) T cell-mediated graft-versus-host disease (GVHD) but dispensable for GVHD mediated by CD4(+) T cells. However, previous studies used high doses of CD4(+) T cells in MHC-mismatched models that caused rapid and lethal GVHD. Because of the hyperacute lethality, it is possible that the role of GzmB was concealed by the system. Therefore, in this study, we have titrated down the T cell dose to precisely determine the contribution of GzmB in GVHD mediated by CD4(+)CD25(-) T cells. Surprisingly, we have found that GzmB(-/-)CD4(+)CD25(-) T cells cause more severe GVHD compared with wild-type CD4(+)CD25(-) T cells in both MHC-matched and mismatched models. Mechanistic analyses reveal that although GzmB does not affect donor T cell engraftment, proliferation or tissue-specific migration, GzmB(-/-) CD4(+)CD25(-) T cells exhibit significantly enhanced expansion because of GzmB-mediated activation-induced cell death of wild-type CD4(+)CD25(-) T cells. As a result of enhanced expansion, GzmB(-/-) T cells produced higher amounts of proinflammatory cytokines (e.g., TNF-α and IFN-γ) that may contribute to the exacerbated GVHD. These results reveal that GzmB diminishes the ability of CD4(+) T cells to cause acute GVHD, which contradicts its established role in CD8(+) T cells. The differential roles suggest that targeting GzmB in selected T cell subsets may provide a strategy to control GVHD.
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Affiliation(s)
- Wei Du
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Nicholas D Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Guanglin Bian
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Rachel E O'Neill
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Lin Mei
- Department of Internal Medicine, University at Buffalo, Buffalo, NY 14215l
| | - Jingxin Qiu
- Department of Pathology, Roswell Park Cancer Institute, Buffalo, NY 14263; and
| | - George L Chen
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Theresa Hahn
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Hong Liu
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Philip L McCarthy
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY 14263
| | - Xuefang Cao
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263;
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Lee CT, Kokolus KM, Leigh ND, Capitano M, Hylander BL, Repasky EA. Defining immunological impact and therapeutic benefit of mild heating in a murine model of arthritis. PLoS One 2015; 10:e0120327. [PMID: 25793532 PMCID: PMC4368208 DOI: 10.1371/journal.pone.0120327] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 01/20/2015] [Indexed: 12/29/2022] Open
Abstract
Traditional treatments, including a variety of thermal therapies have been known since ancient times to provide relief from rheumatoid arthritis (RA) symptoms. However, a general absence of information on how heating affects molecular or immunological targets relevant to RA has limited heat treatment (HT) to the category of treatments known as “alternative therapies”. In this study, we evaluated the effectiveness of mild HT in a collagen-induced arthritis (CIA) model which has been used in many previous studies to evaluate newer pharmacological approaches for the treatment of RA, and tested whether inflammatory immune activity was altered. We also compared the effect of HT to methotrexate, a well characterized pharmacological treatment for RA. CIA mice were treated with either a single HT for several hours or daily 30 minute HT. Disease progression and macrophage infiltration were evaluated. We found that both HT regimens significantly reduced arthritis disease severity and macrophage infiltration into inflamed joints. Surprisingly, HT was as efficient as methotrexate in controlling disease progression. At the molecular level, HT suppressed TNF-α while increasing production of IL-10. We also observed an induction of HSP70 and a reduction in both NF-κB and HIF-1α in inflamed tissues. Additionally, using activated macrophages in vitro, we found that HT reduced production of pro-inflammatory cytokines, an effect which is correlated to induction of HSF-1 and HSP70 and inhibition of NF-κB and STAT activation. Our findings demonstrate a significant therapeutic benefit of HT in controlling arthritis progression in a clinically relevant mouse model, with an efficacy similar to methotrexate. Mechanistically, HT targets highly relevant anti-inflammatory pathways which strongly support its increased study for use in clinical trials for RA.
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Affiliation(s)
- Chen-Ting Lee
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Kathleen M. Kokolus
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Nicholas D. Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Maegan Capitano
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Bonnie L. Hylander
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Elizabeth A. Repasky
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
- * E-mail:
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Leigh ND, Bian G, Ding X, Liu H, Aygun-Sunar S, Burdelya LG, Gudkov AV, Cao X. A flagellin-derived toll-like receptor 5 agonist stimulates cytotoxic lymphocyte-mediated tumor immunity. PLoS One 2014; 9:e85587. [PMID: 24454895 PMCID: PMC3891810 DOI: 10.1371/journal.pone.0085587] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2013] [Accepted: 11/29/2013] [Indexed: 01/06/2023] Open
Abstract
Toll-like receptor (TLR) mediated recognition of pathogen associated molecular patterns allows the immune system to rapidly respond to a pathogenic insult. The "danger context" elicited by TLR agonists allows an initially non-immunogenic antigen to become immunogenic. This ability to alter environment is highly relevant in tumor immunity, since it is inherently difficult for the immune system to recognize host-derived tumors as immunogenic. However, immune cells may have encountered certain TLR ligands associated with tumor development, yet the endogenous stimulation is typically not sufficient to induce spontaneous tumor rejection. Of special interest are TLR5 agonists, because there are no endogenous ligands that bind TLR5. CBLB502 is a pharmacologically optimized TLR5 agonist derived from Salmonella enterica flagellin. We examined the effect of CBLB502 on tumor immunity using two syngeneic lymphoma models, both of which do not express TLR5, and thus do not directly respond to CBLB502. Upon challenge with the T-cell lymphoma RMAS, CBLB502 treatment after tumor inoculation protects C57BL/6 mice from death caused by tumor growth. This protective effect is both natural killer (NK) cell- and perforin-dependent. In addition, CBLB502 stimulates clearance of the B-cell lymphoma A20 in BALB/c mice in a CD8(+) T cell-dependent fashion. Analysis on the cellular level via ImageStream flow cytometry reveals that CD11b(+) and CD11c(+) cells, but neither NK nor T cells, directly respond to CBLB502 as determined by NFκB nuclear translocation. Our findings demonstrate that CBLB502 stimulates a robust antitumor response by directly activating TLR5-expressing accessory immune cells, which in turn activate cytotoxic lymphocytes.
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Affiliation(s)
- Nicholas D. Leigh
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Guanglin Bian
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Xilai Ding
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Hong Liu
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Semra Aygun-Sunar
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Lyudmila G. Burdelya
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Andrei V. Gudkov
- Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Xuefang Cao
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, New York, United States of America
- * E-mail:
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Bian G, Ding X, Leigh ND, Tang Y, Capitano ML, Qiu J, McCarthy PL, Liu H, Cao X. Granzyme B–Mediated Damage of CD8+T Cells Impairs Graft-versus-Tumor Effect. J I 2012; 190:1341-50. [DOI: 10.4049/jimmunol.1201554] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Ding X, Bian G, Leigh ND, Qiu J, McCarthy PL, Liu H, Aygun-Sunar S, Burdelya LG, Gudkov AV, Cao X. A TLR5 agonist enhances CD8(+) T cell-mediated graft-versus-tumor effect without exacerbating graft-versus-host disease. J Immunol 2012; 189:4719-27. [PMID: 23045613 DOI: 10.4049/jimmunol.1201206] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Allogeneic hematopoietic cell transplantation is an established treatment for hematologic and nonhematologic malignancies. Donor-derived immune cells can identify and attack host tumor cells, producing a graft-versus-tumor (GVT) effect that is crucial to the effectiveness of the transplantation therapy. CBLB502 is a novel agonist for TLR5 derived from Salmonella flagellin. On the basis of TLR5-mediated immunomodulatory function, we examined the effect of CBLB502 on GVT activity. Using two tumor models that do not express TLR5, and thereby do not directly respond to CBLB502, we found that CBLB502 treatment significantly enhanced allogeneic CD8(+) T cell-mediated GVT activity, which was evidenced by decreased tumor burden and improved host survival. Importantly, histopathologic analyses showed that CBLB502 treatment did not exacerbate the moderate graft-versus-host disease condition caused by the allogeneic CD8(+) T cells. Moreover, mechanistic analyses showed that CBLB502 stimulates CD8(+) T cell proliferation and enhances their tumor killing activity mainly indirectly through a mechanism that involves the IL-12 signaling pathway and the CD11c(+) and CD11b(+) populations in the bone marrow cells. This study demonstrates a new beneficial effect of CBLB502, and suggests that TLR5-mediated immune modulation may be a promising approach to improve GVT immunity without exacerbating graft-versus-host disease.
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Affiliation(s)
- Xilai Ding
- Department of Immunology, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
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Lerch RN, Lin CH, Leigh ND. Reaction pathways of the diketonitrile degradate of isoxaflutole with hypochlorite in water. J Agric Food Chem 2007; 55:1893-9. [PMID: 17284050 DOI: 10.1021/jf062713s] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Isoxaflutole (IXF; Balance) belongs to a new class of isoxazole herbicides. Isoxaflutole has a very short half-life in soil and rapidly degrades to a stable and phytotoxic degradate, diketonitrile (DKN). DKN was previously discovered to rapidly react with hypochlorite (OCl-) in tap water, yielding the benzoic acid (BA) degradate as a major product, but the complete reaction pathway and mechanism have not been elucidated. Thus, the objectives of this work were to (1) determine the stoichiometry of the reaction between DKN and OCl-; (2) identify products in addition to BA; and (3) propose a complete pathway and reaction mechanism for oxidation of DKN by OCl-. Stoichiometry of the reaction showed a molar ratio of OCl-/DKN of 2. In addition, two previously uncharacterized chlorinated intermediates were identified under conditions in which OCl- was the limiting reactant. The proposed chemical structure of a chlorinated benzoyl intermediate was inferred from a series of HPLC/MS and HPLC/MS/MS experiments and the use of mass spectral simulation software. A chlorinated ketone intermediate was also identified using ion trap GC/MS. Two additional end products were also identified: cyclopropanecarboxylic acid (CPCA) and dichloroacetonitrile (DCAN). On the basis of the reaction stoichiometry, the structure of the chlorinated intermediates, and the identification of the products, two reaction pathways are proposed. Both pathways involve a two-step nucleophilic attack and oxidation of the diketone structure of DKN, leading to formation of BA, DCAN, and CPCA.
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Affiliation(s)
- R N Lerch
- USDA-Agricultural Research Service, Cropping Systems and Water Quality Research Unit, University of Missouri, 269 Agricultural Engineering Building, Columbia, Missouri 65211, USA.
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