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Sefiani A, Rusyn I, Geoffroy CG. Novel adult cortical neuron processing and screening method illustrates sex- and age-dependent effects of pharmaceutical compounds. Sci Rep 2022; 12:13125. [PMID: 35908049 PMCID: PMC9338961 DOI: 10.1038/s41598-022-17389-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 07/25/2022] [Indexed: 11/22/2022] Open
Abstract
Neurodegenerative diseases and neurotraumatic injuries are typically age-associated disorders that can reduce neuron survival, neurite outgrowth, and synaptic plasticity leading to loss of cognitive capacity, executive function, and motor control. In pursuit of reducing the loss of said neurological functions, novel compounds are sought that promote neuron viability, neuritogenesis, and/or synaptic plasticity. Current high content in vitro screenings typically use cells that are iPSC-derived, embryonic, or originate from post-natal tissues; however, most patients suffering from neurodegenerative diseases and neurotrauma are of middle-age and older. The chasm in maturity between the neurons used in drug screens and those in a target population is a barrier for translational success of in vitro results. It has been historically challenging to culture adult neurons let alone conduct screenings; therefore, age-appropriate drug screenings have previously not been plausible. We have modified Miltenyi's protocol to increase neuronal yield, neuron purity, and neural viability at a reduced cost to expand our capacity to screen compounds directly in primary adult neurons. To our knowledge, we developed the first morphology-based screening system using adult cortical neurons and the first to incorporate age and sex as biological variables in a screen using adult cortical neurons. By using primary adult cortical neurons from mice that were 4 to 48 weeks old for screening pharmaceutical agents, we have demonstrated age- and sex-dependent effects on neuritogenesis and neuron survival in vitro. Utilizing age- and sex-appropriate in vitro models to find novel compounds increasing neuron survival and neurite outgrowth, made possible by our modified adult neuron processing method, will greatly increase the relevance of in vitro screening for finding neuroprotective compounds.
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Affiliation(s)
- Arthur Sefiani
- Department of Neuroscience and Experimental Therapeutics, School of Medicine, Texas A&M University, Bryan, TX, 77807, USA
| | - Ivan Rusyn
- Department of Veterinary Integrative Biosciences, College of Veterinary Medicine & Biomedical Sciences, Texas A&M University, College Station, TX, 77843, USA
| | - Cédric G Geoffroy
- Department of Neuroscience and Experimental Therapeutics, School of Medicine, Texas A&M University, Bryan, TX, 77807, USA.
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Miclau TA, Torres-Espín A, Morshed S, Morioka K, Huie JR, El Naga A, Chou A, Pascual L, Duong Fernandez X, Kuo YH, Weinstein P, Dhall S, Bresnahan JC, Beattie MS, DiGiorgio AM, Ferguson AR. Appendicular fracture and polytrauma correlate with outcome of spinal cord injury (SCI): A TRACK-SCI study. J Neurotrauma 2022; 39:1030-1038. [PMID: 35255740 PMCID: PMC9536347 DOI: 10.1089/neu.2021.0375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Spinal cord injuries (SCIs) frequently occur in combination with other major organ injuries, such as traumatic brain injury (TBI) and injuries to the chest, abdomen, and musculoskeletal system (e.g., extremity, pelvic, and spine fractures). However, the effects of appendicular fractures on SCI recovery are poorly understood. We investigated whether the presence of SCI-concurrent appendicular fractures is predictive of a less robust SCI recovery. Patients enrolled in the Transforming Research And Clinical Knowledge in SCI (TRACK-SCI) prospective cohort study were identified and included in this secondary analysis study. Inclusion criteria resulted in 147 patients consisting of 120 isolated SCIs and 27 with concomitant appendicular fracture. The primary outcome was ASIA Impairment Scale (AIS) neurological grades at hospital discharge. Secondary outcomes included hospital length of stay, ICU length of stay, and AIS grade improvement during hospitalization. Multivariable binomial logistic regression analyses assessed whether SCI-concomitant appendicular fractures associate with SCI function and secondary outcomes. These analyses were adjusted for age, gender, injury severity, and non-fracture polytrauma. Appendicular fractures were associated with more severe AIS grades at hospital discharge, though covariate adjustments diminished statistical significance of this effect. Notably, non-fracture injuries to the chest and abdomen were influential covariates. Secondary analyses suggested that appendicular fractures also increased hospital length of stay. Our study indicated that SCI-associated polytrauma is important for predicting SCI functional outcomes. Further statistical evaluation is required to disentangle the effects of appendicular fractures, non-fracture solid organ injury, and SCI physiology to improve health outcomes amongst SCI patients.
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Affiliation(s)
- Theodore Andrew Miclau
- UCSF School of Medicine, 533 Parnassus Ave, San Francisco, California, United States, 94143;
| | - Abel Torres-Espín
- Universitat Autonoma de Barcelona, Cell Biology, Physiology and Immunology, and Institute of Neuroscience, Campus UAB, Campus UAB, Bellaterra, Barcelona, Spain, 082193;
| | - Saam Morshed
- University of California San Francisco, 8785, Orthopaedic Surgery, San Francisco, California, United States;
| | - Kazuhito Morioka
- University of California San Francisco, 8785, Orthopaedic Surgery, 2550 23rd Street, Bldg. 9, 3rd Floor, Room 346, San Francisco, California, United States, 941110.,University of California San Francisco, 8785, Neurological SUrgery, 1001 Potrero Ave, Bldg 1, Rm 101, San Francisco, California, United States, 94143;
| | - J Russell Huie
- University of California San Francisco, Brain and Spinal Injury Center, Dept. of Neurological Surgery, 1001 Potrero Ave, San Francisco, California, United States, 94110.,United States;
| | - Ashraf El Naga
- University of California San Francisco, 8785, Orthopaedic Surgery, San Francisco, California, United States;
| | - Austin Chou
- University of California, San Francisco, 1001 Potrero Ave, Building 1, San Francisco, California, United States, 94110;
| | - Lisa Pascual
- University of California San Francisco, 8785, Orthopedic Surgery, 2550 23rd Street, Bldg. 9, 2nd Floor, San Francisco, California, United States, 94110;
| | - Xuan Duong Fernandez
- University of California San Francisco, 8785, Neurological Surgery, San Francisco, California, United States;
| | - Yu-Hung Kuo
- UCSF Fresno, 589388, Department of Neurological Surgery, Fresno, California, United States;
| | - Philip Weinstein
- University of California San Francisco, 8785, Neurological Surgery, San Francisco, California, United States;
| | - Sanjay Dhall
- University of California San Francisco, Neurological Surgery, San Francisco, California, United States;
| | - Jacqueline C Bresnahan
- UCSF, Neurological Surgery, 1001 Potrero Ave, San Francisco, California, United States, 94110;
| | - Michael S Beattie
- UCSF, BASIC, 1001 Potrero Ave, San Francisco, California, United States, 94110;
| | - Anthony Michael DiGiorgio
- University of California San Francisco, 8785, Neurological Surgery, 505 Parnassus Ave, San Francisco, San Francisco, California, United States, 94143;
| | - Adam R Ferguson
- UCSF, Brain and Spinal Injury Center, Dept Neurosurgery, 1001 Potrero Ave, 1001 Potrero Ave, San Francisco, California, United States, 94110;
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Burns AS, Santos A, Cheng CL, Chan E, Fallah N, Atkins D, Dvorak MF, Ho C, Ahn H, Paquet J, Kwon BK, Noonan VK. Understanding Length of Stay after Spinal Cord Injury: Insights and Limitations from the Access to Care and Timing Project. J Neurotrauma 2017; 34:2910-2916. [PMID: 28245734 PMCID: PMC5653133 DOI: 10.1089/neu.2016.4935] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Costs associated with initial hospitalization following spinal cord injury (SCI) are substantial, and a major driver of costs is the length of stay (LOS); that is, the time that the injured individual remains hospitalized prior to community reintegration. Our aim was to study the factors and variables that contribute to LOS following traumatic SCI. Modeling (process mapping of the SCI healthcare delivery system in Canada and discrete event simulation) and regression analysis using a national registry of individuals with acute traumatic SCI in Canada, existing databases, and peer-reviewed literature were used to examine the driver of LOS following traumatic SCI. In different jurisdictions, there is considerable variation in the definitions and methods used to determine LOS following SCI. System LOS can be subdivided into subcomponents, and progression through these is not unidirectional. Modeling reveals that healthcare organization and processes are important contributors to differences in LOS independent of patient demographics and injury characteristics. Future research is required to identify and improve understanding of contributors to LOS following traumatic SCI. This will help enhance system performance. Work in this area will be facilitated by the adoption of common terminology and definitions, as well as by the use of simulations and modeling.
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Affiliation(s)
- Anthony S Burns
- 1 Division of Physiatry, Department of Medicine, University of Toronto , Toronto Ontario, Canada
| | - Argelio Santos
- 2 Rick Hansen Institute , Vancouver, British Columbia, Canada
| | | | - Elaine Chan
- 2 Rick Hansen Institute , Vancouver, British Columbia, Canada
| | - Nader Fallah
- 2 Rick Hansen Institute , Vancouver, British Columbia, Canada
| | - Derek Atkins
- 3 Operations and Logistics Division, Sauder School of Business, University of British Columbia , Vancouver, British Columbia, Canada
| | - Marcel F Dvorak
- 4 Department of Orthopaedics, University of British Columbia , Vancouver, British Columbia, Canada
| | - Chester Ho
- 5 Division of Physical Medicine & Rehabilitation, Department of Clinical Neurosciences, University of Calgary , Calgary, Alberta, Canada
| | - Henry Ahn
- 6 University of Toronto Spine Program , Toronto, Ontario, Canada
| | | | - Brian K Kwon
- 4 Department of Orthopaedics, University of British Columbia , Vancouver, British Columbia, Canada
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Ning GZ, Mu ZP, Shangguan L, Tang Y, Li CQ, Zhang ZF, Zhou Y. Epidemiological features of traumatic spinal cord injury in Chongqing, China. J Spinal Cord Med 2016; 39:455-60. [PMID: 26674428 PMCID: PMC5102299 DOI: 10.1080/10790268.2015.1101982] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
OBJECTIVE To describe the epidemiological characteristics and trends of traumatic spinal cord injury in Chongqing, China. STUDY DESIGN Hospital-based retrospective research. SETTING Xinqiao Hospital, Chongqing. METHODS We reviewed medical records of 554 patients with traumatic spinal cord injury (TSCI) admitted to Xinqiao Hospital from 2009 to 2013. Variables included gender, age, marital status, etiology, occupation, time of injury, level of injury, and severity of injury, the length of hospital stay, and treatment. RESULTS The mean age of patients with TSCI was 45.6 ± 13.8 years, and the male/female ratio was 4.33:1. 94.2% (522 patients) of all patients with TSCI were married. Falls, comprising low falls and high falls (10.8% and 50.9%, respectively), were the leading reason for a hospital visit. And the second reason was MVCs (21.8%). The most common injury site was the cervical spinal cord, accounting for nearly more than 54%. The length of hospital stay ranged between 1 and 219 days (mean: 28.3 days). The proportions of complete tetraplegia, incomplete tetraplegia, complete paraplegia and incomplete paraplegia were 17.1%, 37.8%, 22.2%, and 22.9%, respectively. CONCLUSION The result revealed that the proportion of males was higher, as well as falls and MVCs were the first two main reasons, with older mean age of patients with TSCI than other countries. The occupations with highest risk for TSCI were peasants and laborers. All of these results prompted that preventive methods should be based on the characteristics of different type of patients with TSCI.
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Affiliation(s)
| | | | | | | | | | - Zheng-Feng Zhang
- Correspondence to: Zheng-Feng Zhang and Yue Zhou, Department of Orthopedics, Xinqiao Hospital, Xinqiao Street, Shapingba District, Chongqing 400037, Peoples Republic of China.
| | - Yue Zhou
- Correspondence to: Zheng-Feng Zhang and Yue Zhou, Department of Orthopedics, Xinqiao Hospital, Xinqiao Street, Shapingba District, Chongqing 400037, Peoples Republic of China.
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