1
|
Singh A, Chimata AV, Deshpande P, Bajpai S, Sangeeth A, Rajput M, Singh A. SARS-CoV2 Nsp3 protein triggers cell death and exacerbates amyloid β42-mediated neurodegeneration. Neural Regen Res 2024; 19:1385-1392. [PMID: 37905889 PMCID: PMC11467943 DOI: 10.4103/1673-5374.382989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/25/2023] [Accepted: 07/25/2023] [Indexed: 11/02/2023] Open
Abstract
Infection caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) virus, responsible for the coronavirus disease 2019 (COVID-19) pandemic, induces symptoms including increased inflammatory response, severe acute respiratory syndrome (SARS), cognitive dysfunction like brain fog, and cardiovascular defects. Long-term effects of SARS-CoV2 COVID-19 syndrome referred to as post-COVID-19 syndrome on age-related progressive neurodegenerative disorders such as Alzheimer’s disease remain understudied. Using the targeted misexpression of individual SARS-CoV2 proteins in the retinal neurons of the Drosophila melanogaster eye, we found that misexpression of nonstructural protein 3 (Nsp3), a papain-like protease, ablates the eye and generates dark necrotic spots. Targeted misexpression of Nsp3 in the eye triggers reactive oxygen species production and leads to apoptosis as shown by cell death reporters, terminal deoxynucleotidyl transferase (TdT) dUTP Nick-end labeling (TUNEL) assay, and dihydroethidium staining. Furthermore, Nsp3 misexpression activates both apoptosis and autophagy mechanism(s) to regulate tissue homeostasis. Transient expression of SARS-CoV2 Nsp3 in murine neuroblastoma, Neuro-2a cells, significantly reduced the metabolic activity of these cells and triggers cell death. Misexpression of SARS-CoV2 Nsp3 in an Alzheimer’s disease transgenic fly eye model (glass multiple repeats [GMR]>amyloid β42) further enhances the neurodegenerative rough eye phenotype due to increased cell death. These findings suggest that SARS-CoV2 utilizes Nsp3 protein to potentiate cell death response in a neurodegenerative disease background that has high pre-existing levels of neuroinflammation and cell death.
Collapse
Affiliation(s)
- Aditi Singh
- Department of Biology, University of Dayton, Dayton, OH, USA
| | | | | | - Soumya Bajpai
- Department of Biology, University of Dayton, Dayton, OH, USA
| | - Anjali Sangeeth
- Department of Biology, University of Dayton, Dayton, OH, USA
| | | | - Amit Singh
- Department of Biology, University of Dayton, Dayton, OH, USA
- Premedical Program, University of Dayton, Dayton, OH, USA
- Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH, USA
- The Integrative Science and Engineering Center, University of Dayton, Dayton, OH, USA
- Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, USA
| |
Collapse
|
2
|
Deshpande P, Gogia N, Chimata AV, Singh A. Unbiased automated quantitation of ROS signals in live retinal neurons of Drosophila using Fiji/ImageJ. Biotechniques 2021; 71:416-424. [PMID: 34350780 PMCID: PMC10288391 DOI: 10.2144/btn-2021-0006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 07/07/2021] [Indexed: 11/23/2022] Open
Abstract
Numerous imaging modules are utilized to study changes that occur during cellular processes. Besides qualitative (immunohistochemical) or semiquantitative (Western blot) approaches, direct quantitation method(s) for detecting and analyzing signal intensities for disease(s) biomarkers are lacking. Thus, there is a need to develop method(s) to quantitate specific signals and eliminate noise during live tissue imaging. An increase in reactive oxygen species (ROS) such as superoxide (O2•-) radicals results in oxidative damage of biomolecules, which leads to oxidative stress. This can be detected by dihydroethidium staining in live tissue(s), which does not rely on fixation and helps prevent stress on tissues. However, the signal-to-noise ratio is reduced in live tissue staining. We employ the Drosophila eye model of Alzheimer's disease as a proof of concept to quantitate ROS in live tissue by adapting an unbiased method. The method presented here has a potential application for other live tissue fluorescent images.
Collapse
Affiliation(s)
| | - Neha Gogia
- Department of Biology, University of Dayton, Dayton, OH 45469, USA
| | | | - Amit Singh
- Department of Biology, University of Dayton, Dayton, OH 45469, USA
- Premedical Program, University of Dayton, Dayton, OH 45469, USA
- Center for Tissue Regeneration & Engineering at Dayton (TREND), University of Dayton, Dayton, OH 45469, USA
- The Integrative Science & Engineering Center, University of Dayton, Dayton, OH 45469, USA
- Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, USA
| |
Collapse
|
3
|
Tare M, Chimata AV, Gogia N, Narwal S, Deshpande P, Singh A. An E3 ubiquitin ligase, cullin-4 regulates retinal differentiation in Drosophila eye. Genesis 2020; 58:e23395. [PMID: 32990387 PMCID: PMC9277906 DOI: 10.1002/dvg.23395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 08/26/2020] [Indexed: 11/12/2022]
Abstract
During organogenesis, cell proliferation is followed by the differentiation of specific cell types to form an organ. Any aberration in differentiation can result in developmental defects, which can result in a partial to a near-complete loss of an organ. We employ the Drosophila eye model to understand the genetic and molecular mechanisms involved in the process of differentiation. In a forward genetic screen, we identified, cullin-4 (cul-4), which encodes an E3 ubiquitin ligase, to play an important role in retinal differentiation. During development, cul-4 is known to be involved in protein degradation, regulation of genomic stability, and regulation of cell cycle. Previously, we have reported that cul-4 regulates cell death during eye development by downregulating Wingless (Wg)/Wnt signaling pathway. We found that loss-of-function of cul-4 results in a reduced eye phenotype, which can be due to onset of cell death. However, we found that loss-of-function of cul-4 also affects retinal development by downregulating retinal determination (RD) gene expression. Early markers of retinal differentiation are dysregulated in cul-4 loss of function conditions, indicating that cul-4 is necessary for differentiation. Furthermore, loss-of-function of cul-4 ectopically induces expression of negative regulators of eye development like Wg and Homothorax (Hth). During eye development, Wg is known to block the progression of a synchronous wave of differentiation referred to as Morphogenetic furrow (MF). In cul-4 loss-of-function background, expression of dpp-lacZ, a MF marker, is significantly downregulated. Our data suggest a new role of cul-4 in retinal differentiation. These studies may have significant bearings on our understanding of early eye development.
Collapse
Affiliation(s)
- Meghana Tare
- Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Pilani, Rajasthan, India
| | | | - Neha Gogia
- Department of Biology, University of Dayton, 300 College Park Drive, Dayton, OH, USA
| | - Sonia Narwal
- Department of Biological Sciences, Birla Institute of Technology and Science, Pilani, Pilani, Rajasthan, India
| | - Prajakta Deshpande
- Department of Biology, University of Dayton, 300 College Park Drive, Dayton, OH, USA
| | - Amit Singh
- Department of Biology, University of Dayton, 300 College Park Drive, Dayton, OH, USA
- Premedical Program, University of Dayton, 300 College Park Drive, Dayton, OH, USA
- Center for Tissue Regeneration & Engineering (TREND), University of Dayton, 300 College Park Drive, Dayton, OH, USA
- The Integrative Science and Engineering Center, University of Dayton, Dayton, OH, USA
- Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, USA
| |
Collapse
|
4
|
Raj A, Chimata AV, Singh A. Motif 1 Binding Protein suppresses wingless to promote eye fate in Drosophila. Sci Rep 2020; 10:17221. [PMID: 33057115 PMCID: PMC7560846 DOI: 10.1038/s41598-020-73891-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Accepted: 08/31/2020] [Indexed: 01/19/2023] Open
Abstract
The phenomenon of RNA polymerase II (Pol II) pausing at transcription start site (TSS) is one of the key rate-limiting steps in regulating genome-wide gene expression. In Drosophila embryo, Pol II pausing is known to regulate the developmental control genes expression, however, the functional implication of Pol II pausing during later developmental time windows remains largely unknown. A highly conserved zinc finger transcription factor, Motif 1 Binding Protein (M1BP), is known to orchestrate promoter-proximal pausing. We found a new role of M1BP in regulating Drosophila eye development. Downregulation of M1BP function suppresses eye fate resulting in a reduced eye or a "no-eye" phenotype. The eye suppression function of M1BP has no domain constraint in the developing eye. Downregulation of M1BP results in more than two-fold induction of wingless (wg) gene expression along with robust induction of Homothorax (Hth), a negative regulator of eye fate. The loss-of-eye phenotype of M1BP downregulation is dependent on Wg upregulation as downregulation of both M1BP and wg, by using wgRNAi, shows a significant rescue of a reduced eye or a "no-eye" phenotype, which is accompanied by normalizing of wg and hth expression levels in the eye imaginal disc. Ectopic induction of Wg is known to trigger developmental cell death. We found that upregulation of wg as a result of downregulation of M1BP also induces apoptotic cell death, which can be significantly restored by blocking caspase-mediated cell death. Our data strongly imply that transcriptional regulation of wg by Pol II pausing factor M1BP may be one of the important regulatory mechanism(s) during Drosophila eye development.
Collapse
Affiliation(s)
- Akanksha Raj
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA
| | | | - Amit Singh
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA. .,Premedical Program, University of Dayton, Dayton, OH, USA. .,Center for Tissue Regeneration and Engineering (TREND), University of Dayton, Dayton, OH, USA. .,Integrative Science and Engineering (ISE), University of Dayton, Dayton, OH, USA. .,Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, USA.
| |
Collapse
|
5
|
Gogia N, Sarkar A, Mehta AS, Ramesh N, Deshpande P, Kango-Singh M, Pandey UB, Singh A. Inactivation of Hippo and cJun-N-terminal Kinase (JNK) signaling mitigate FUS mediated neurodegeneration in vivo. Neurobiol Dis 2020; 140:104837. [PMID: 32199908 DOI: 10.1016/j.nbd.2020.104837] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 03/03/2020] [Accepted: 03/16/2020] [Indexed: 12/12/2022] Open
Abstract
Amyotrophic Lateral Sclerosis (ALS), a late-onset neurodegenerative disorder characterized by the loss of motor neurons in the central nervous system, has no known cure to-date. Disease causing mutations in human Fused in Sarcoma (FUS) leads to aggressive and juvenile onset of ALS. FUS is a well-conserved protein across different species, which plays a crucial role in regulating different aspects of RNA metabolism. Targeted misexpression of FUS in Drosophila model recapitulates several interesting phenotypes relevant to ALS including cytoplasmic mislocalization, defects at the neuromuscular junction and motor dysfunction. We screened for the genetic modifiers of human FUS-mediated neurodegenerative phenotype using molecularly defined deficiencies. We identified hippo (hpo), a component of the evolutionarily conserved Hippo growth regulatory pathway, as a genetic modifier of FUS mediated neurodegeneration. Gain-of-function of hpo triggers cell death whereas its loss-of-function promotes cell proliferation. Downregulation of the Hippo signaling pathway, using mutants of Hippo signaling, exhibit rescue of FUS-mediated neurodegeneration in the Drosophila eye, as evident from reduction in the number of TUNEL positive nuclei as well as rescue of axonal targeting from the retina to the brain. The Hippo pathway activates c-Jun amino-terminal (NH2) Kinase (JNK) mediated cell death. We found that downregulation of JNK signaling is sufficient to rescue FUS-mediated neurodegeneration in the Drosophila eye. Our study elucidates that Hippo signaling and JNK signaling are activated in response to FUS accumulation to induce neurodegeneration. These studies will shed light on the genetic mechanism involved in neurodegeneration observed in ALS and other associated disorders.
Collapse
Affiliation(s)
- Neha Gogia
- Department of Biology, University of Dayton, Dayton, OH 45469, USA
| | - Ankita Sarkar
- Department of Biology, University of Dayton, Dayton, OH 45469, USA
| | | | - Nandini Ramesh
- Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, PA, USA
| | | | - Madhuri Kango-Singh
- Department of Biology, University of Dayton, Dayton, OH 45469, USA; Premedical Program, University of Dayton, Dayton, OH 45469, USA; Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH 45469, USA
| | - Udai Bhan Pandey
- Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, PA, USA
| | - Amit Singh
- Department of Biology, University of Dayton, Dayton, OH 45469, USA; Premedical Program, University of Dayton, Dayton, OH 45469, USA; Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH 45469, USA; The Integrative Science and Engineering Center, University of Dayton, Dayton, OH 45469, USA; Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, USA.
| |
Collapse
|
6
|
Irwin M, Tare M, Singh A, Puli OR, Gogia N, Riccetti M, Deshpande P, Kango-Singh M, Singh A. A Positive Feedback Loop of Hippo- and c-Jun-Amino-Terminal Kinase Signaling Pathways Regulates Amyloid-Beta-Mediated Neurodegeneration. Front Cell Dev Biol 2020; 8:117. [PMID: 32232042 PMCID: PMC7082232 DOI: 10.3389/fcell.2020.00117] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 02/11/2020] [Indexed: 12/12/2022] Open
Abstract
Alzheimer's disease (AD, OMIM: 104300) is an age-related disorder that affects millions of people. One of the underlying causes of AD is generation of hydrophobic amyloid-beta 42 (Aβ42) peptides that accumulate to form amyloid plaques. These plaques induce oxidative stress and aberrant signaling, which result in the death of neurons and other pathologies linked to neurodegeneration. We have developed a Drosophila eye model of AD by targeted misexpression of human Aβ42 in the differentiating retinal neurons, where an accumulation of Aβ42 triggers a characteristic neurodegenerative phenotype. In a forward deficiency screen to look for genetic modifiers, we identified a molecularly defined deficiency, which suppresses Aβ42-mediated neurodegeneration. This deficiency uncovers hippo (hpo) gene, a member of evolutionarily conserved Hippo signaling pathway that regulates growth. Activation of Hippo signaling causes cell death, whereas downregulation of Hippo signaling triggers cell proliferation. We found that Hippo signaling is activated in Aβ42-mediated neurodegeneration. Downregulation of Hippo signaling rescues the Aβ42-mediated neurodegeneration, whereas upregulation of Hippo signaling enhances the Aβ42-mediated neurodegeneration phenotypes. It is known that c-Jun-amino-terminal kinase (JNK) signaling pathway is upregulated in AD. We found that activation of JNK signaling enhances the Aβ42-mediated neurodegeneration, whereas downregulation of JNK signaling rescues the Aβ42-mediated neurodegeneration. We tested the nature of interactions between Hippo signaling and JNK signaling in Aβ42-mediated neurodegeneration using genetic epistasis approach. Our data suggest that Hippo signaling and JNK signaling, two independent signaling pathways, act synergistically upon accumulation of Aβ42 plaques to trigger cell death. Our studies demonstrate a novel role of Hippo signaling pathway in Aβ42-mediated neurodegeneration.
Collapse
Affiliation(s)
- Madison Irwin
- Department of Biology, University of Dayton, Dayton, OH, United States
| | - Meghana Tare
- Department of Biology, University of Dayton, Dayton, OH, United States
| | - Aditi Singh
- Department of Biology, University of Dayton, Dayton, OH, United States
| | - Oorvashi Roy Puli
- Department of Biology, University of Dayton, Dayton, OH, United States
| | - Neha Gogia
- Department of Biology, University of Dayton, Dayton, OH, United States
| | - Matthew Riccetti
- Department of Biology, University of Dayton, Dayton, OH, United States
| | | | - Madhuri Kango-Singh
- Department of Biology, University of Dayton, Dayton, OH, United States
- Premedical Program, University of Dayton, Dayton, OH, United States
- Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH, United States
- The Integrative Science and Engineering Center, University of Dayton, Dayton, OH, United States
| | - Amit Singh
- Department of Biology, University of Dayton, Dayton, OH, United States
- Premedical Program, University of Dayton, Dayton, OH, United States
- Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH, United States
- The Integrative Science and Engineering Center, University of Dayton, Dayton, OH, United States
- Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, United States
| |
Collapse
|
7
|
Singh A, Gogia N, Chang CY, Sun YH. Proximal fate marker homothorax marks the lateral extension of stalk-eyed fly Cyrtodopsis whitei. Genesis 2019; 57:e23309. [PMID: 31162816 DOI: 10.1002/dvg.23309] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 05/21/2019] [Accepted: 05/21/2019] [Indexed: 11/08/2022]
Abstract
The placement of eyes on insect head is an important evolutionary trait. The stalk-eyed fly, Cyrtodopsis whitei, exhibits a hypercephaly phenotype where compound eyes are located on lateral extension from the head while the antennal segments are placed inwardly on this stalk. This stalk-eyed phenotype is characteristic of the family Diopsidae in the Diptera order and dramatically deviates from other dipterans, such as Drosophila. Like other insects, the adult eye and antenna of stalk-eyed fly develop from a complex eye-antennal imaginal disc. We analyzed the markers involved in proximo-distal (PD) axis of the developing eye imaginal disc of the stalk-eyed flies. We used homothorax (hth) and distalless (dll), two highly conserved genes as the marker for proximal and distal fate, respectively. We found that lateral extensions between eye and antennal field of the stalk-eyed fly's eye-antennal imaginal disc exhibit robust Hth expression. Hth marks the head specific fate in the eye- and proximal fate in the antenna-disc. Thus, the proximal fate marker Hth expression evolves in the stalk-eyed flies to generate lateral extensions for the placement of the eye on the head. Moreover, during pupal eye metamorphosis, the lateral extension folds back on itself to place the antenna inside and the adult compound eye on the distal tip. Interestingly, the compound eye in other insects does not have a prominent PD axis as observed in the stalk-eyed fly.
Collapse
Affiliation(s)
- Amit Singh
- Department of Biology, University of Dayton, Dayton, Ohio.,Premedical Program, University of Dayton, Dayton, Ohio.,Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, Ohio.,The Integrative Science and Engineering Center, University of Dayton, Dayton, Ohio.,Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, Indiana.,Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
| | - Neha Gogia
- Department of Biology, University of Dayton, Dayton, Ohio
| | - Chia-Yu Chang
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
| | - Yi Henry Sun
- Institute of Molecular Biology, Academia Sinica, Taipei, Taiwan
| |
Collapse
|
8
|
Sarkar A, Gogia N, Glenn N, Singh A, Jones G, Powers N, Srivastava A, Kango-Singh M, Singh A. A soy protein Lunasin can ameliorate amyloid-beta 42 mediated neurodegeneration in Drosophila eye. Sci Rep 2018; 8:13545. [PMID: 30202077 PMCID: PMC6131139 DOI: 10.1038/s41598-018-31787-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 08/24/2018] [Indexed: 01/30/2023] Open
Abstract
Alzheimer's disease (AD), a fatal progressive neurodegenerative disorder, also results from accumulation of amyloid-beta 42 (Aβ42) plaques. These Aβ42 plaques trigger oxidative stress, abnormal signaling, which results in neuronal death by unknown mechanism(s). We misexpress high levels of human Aβ42 in the differentiating retinal neurons of the Drosophila eye, which results in the Alzheimer's like neuropathology. Using our transgenic model, we tested a soy-derived protein Lunasin (Lun) for a possible role in rescuing neurodegeneration in retinal neurons. Lunasin is known to have anti-cancer effect and reduces stress and inflammation. We show that misexpression of Lunasin by transgenic approach can rescue Aβ42 mediated neurodegeneration by blocking cell death in retinal neurons, and results in restoration of axonal targeting from retina to brain. Misexpression of Lunasin downregulates the highly conserved cJun-N-terminal Kinase (JNK) signaling pathway. Activation of JNK signaling can prevent neuroprotective role of Lunasin in Aβ42 mediated neurodegeneration. This neuroprotective function of Lunasin is not dependent on retinal determination gene cascade in the Drosophila eye, and is independent of Wingless (Wg) and Decapentaplegic (Dpp) signaling pathways. Furthermore, Lunasin can significantly reduce mortality rate caused by misexpression of human Aβ42 in flies. Our studies identified the novel neuroprotective role of Lunasin peptide, a potential therapeutic agent that can ameliorate Aβ42 mediated neurodegeneration by downregulating JNK signaling.
Collapse
Affiliation(s)
- Ankita Sarkar
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA
| | - Neha Gogia
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA
| | - Neil Glenn
- Premedical Program, University of Dayton, Dayton, OH, 45469, USA
| | - Aditi Singh
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA
| | - Gillian Jones
- Department of Biology and Biotechnology Center, Western Kentucky University, 1906 College Heights Boulevard, TCCW 351, Bowling Green, KY, 42101, USA
| | - Nathan Powers
- Department of Biology and Biotechnology Center, Western Kentucky University, 1906 College Heights Boulevard, TCCW 351, Bowling Green, KY, 42101, USA
| | - Ajay Srivastava
- Department of Biology and Biotechnology Center, Western Kentucky University, 1906 College Heights Boulevard, TCCW 351, Bowling Green, KY, 42101, USA
| | - Madhuri Kango-Singh
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA
- Premedical Program, University of Dayton, Dayton, OH, 45469, USA
- Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH, 45469, USA
- The Integrative Science and Engineering Center, University of Dayton, Dayton, OH, 45469, USA
| | - Amit Singh
- Department of Biology, University of Dayton, Dayton, OH, 45469, USA.
- Premedical Program, University of Dayton, Dayton, OH, 45469, USA.
- Center for Tissue Regeneration and Engineering at Dayton (TREND), University of Dayton, Dayton, OH, 45469, USA.
- The Integrative Science and Engineering Center, University of Dayton, Dayton, OH, 45469, USA.
- Center for Genomic Advocacy (TCGA), Indiana State University, Terre Haute, IN, USA.
| |
Collapse
|