Proton NMR based serum metabolic profile correlates with the neurological recovery in treated acute spinal cord injury (ASCI) subjects: A pilot study
Introduction
Spinal cord injury (SCI) is a devastating, severely debilitating traumatic disorder leading to complete or partial disability, affecting the physical and psycho-social wellbeing of the patient. According to WHO, the world wide incidence of SCI is estimated to be between 40 and 80 per million populations per year [[1], [2], [3], [4], [5], [6]]. Despite of best efforts, little has been achieved in terms of neurological recovery. Major successes have been achieved to rehabilitate the subjects to the wheel chair status, by not only modifications in the wheelchair dimensions but also by making the home and society paraplegic friendly. A surgical procedure to decompress the spinal cord and stabilize the fracture segment plays an important role in preventing any further damage. Recent advances in terms of functional electrical stimulation [7], retraining neural circuits to restore body functions and use of adaptive devices for communication are being studied. Ongoing spinal research is vast, in depth, rapidly expanding field involving multidisciplinary studies and working on every dimension possible. Spectacular key concepts are considered for future directions. Neuroprotection by drugs like steroid, antibiotics, erythropoietin and therapeutic hypothermia; axonal regeneration by anti-inflammatory drugs like Ibuprofen, Indomethacin and rolipram and monoclonal antibodies, anti-MAG (myelin associated glycoproteins) is also under study [8,9] Furthermore, experiments with variety of stem cell such as human oligodendrocyte progenitor cells, schwann cells, bone marrow stromal cells and nasal olfactory ensheathing cells etc. are being under extensive study [10].
In any biological organism there are various organ systems, the functions of which are based on a large number of physiochemical and biochemical reactions [11,12]. These reactions require participation of various small molecular species and a comprehensive study of these molecules is known as metabolomics. A metabolome is defined as a group or collection of low molecular weight compounds with molecular weight <1 kDa (Kilodalton). The diseases or traumatic events are defined by certain set of patho-physiological changes culminating into a milieu of various intermediate reactionary components or metabolites [13,14]. Earlier plasma 1H-nuclear magnetic resonance (NMR) metabolomics study on rats with SCI has identified certain metabolites belonging to fatty acids and amino acids groups, which clearly differentiated between rats with severe SCI from those of healthy controls [15,16]. This study could be extrapolated to human subjects also. Determining the severity of injury by functional tests and clinical examination alone may not immediately give an accurate assessment of ongoing processes, and especially with respect to predicting future improvement or otherwise [17,18].
In ASCI primary injury occurs at the time of initial mechanical impact causing severe trauma to the cord in the form of contusion, laceration, abrasion, compression, stretch and haemorrhage. It is irreversible and incurable [19]. Secondary injury is a series of processes which occurs in tissues subsequently after primary injury, leading to further progression of inflammation, edema, ischemia, and micro vascular haemorrhage, along with onset of specific pathogenic processes like excitotoxicity due to presence of excess glutamate. Glutamate causes increase in the number of free radicals, ionic dysregulation and immune mediated damages. This phase aggravates the vicious cycle of cell injury and necrosis [20]. It is important to understand the pathophysiology of secondary injury, because it creates a window of therapeutic opportunities for planning interventions. Some studies suggest that surgery (internal fixation), over conservative treatment has a definite role in providing stability and minimizing neurological problems in acute spinal cord injuries.
Stem cells play a versatile role in an organism by maintaining the cellular stability, and indirectly maintaining different biochemical requirements of the body. Several studies have proved that stem cells play different roles including metabolite maintenance during an injury [21,22]. Among all the known sources of stem cells we have chosen bone marrow (BM) cells because of their ease of availability for autologous infusion and do not involve any ethical issues. The BM stem cell transplantation was safe for subjects in short and long-term assessments [[23], [24], [25]].
Curative management of SCI is still a distant dream but innovations of technologies and scientific devices have enabled patients to lead an active, productive and almost near normal life. In quest of new therapeutic modalities and its effect for prognostication and assessment of recovery status by NMR spectroscopy, therefore this pilot study was designed. This is a prospective case-control study where serum samples were analyzed for metabolic alterations and compared with those of healthy controls, to evaluate the status of recovery of subjects suffering from acute spinal cord injury. In addition, the use of stem cells as an adjuvant to conventional treatment has been performed to determine their role in neurological recovery based on metabolomic. The objective of this study was to correlate 1H NMR based serum metabolic profile with the neurological recovery in acute spinal cord injury (ASCI) subjects.
Section snippets
Case definition
This study was conducted in the Spinal Cord Injury Unit, Department of Orthopaedic Surgery, King George's Medical University (KGMU), in collaboration with the Centre of Biomedical Research, formerly Centre of Biomedical Magnetic Resonance (CBMR), SGPGIMS campus, Lucknow, India. The metabolomics study was ethically approved by the Institutional Ethics Committee (IEC 60th ECM II-B/P14) and stem cell ethics committee (02/ISCES-12) of King George's Medical University. Before enrollment into the
Demographic distribution
Twenty ASCI subjects having AIS-A grade and a TLISS score >4 requiring stabilization by surgical intervention were recruited and equally distributed among the 2 groups. ASCI subjects were classified into two groups (Fixation alone: group 1 and Fixation with stem cells as group 2) and third group of healthy controls for comparison. Age of injured subjects ranged from 18 to 65 years and most common age group being 18–30 years (53.33%) probably due to increased outdoor activity and high frequency
Discussion
1H-NMR method becomes particularly useful in spinal trauma where secondary injury phase involves a large number of inflammatory reactions occurring at the tissue level. These reactions produce a large number of metabolites with high concentrations. The extent of increase in concentration of these metabolites at the time of injury reflects the nature of severity of lesion and the alteration thereafter, in the recovery pattern. The alterations in concentrations of significant metabolites present
Conclusion
This pilot study reflects the dynamic metabolic changes occurring in ASCI subjects after injury, which continues till recovery and establishes distinct pattern of metabolite concentrations over time. Significant metabolic alterations were observed in all subjects after injury as well as in both treatment groups after six months. Stem cell treatment group has shown better recovery prospects. The stem cells infusion has been found to be more effective for neurological recovery in ASCI.
SCI is an
Conflict of interest
The authors have no potential conflict of interest. The disclosure of potential conflict of interest in the prescribed format has been obtained from all the authors.
Funding sources
This work was supported by the Council of Science and Technology Uttar Pradesh (CST) [grant number CST/SERPD/D-294] India.
Acknowledgements
The authors are thankful to the Council of Science and Technology, Uttar Pradesh for the financial assistance and to Dr. S. K. Mandal, Centre of Biomedical Research formerly Centre of Biomedical Magnetic Resonance (CBMR), SGPGIMS Campus, Lucknow, Uttar Pradesh, for statistical analysis.
References (57)
- et al.
Mass spectrometry strategies in metabolomics
J. Biol. Chem.
(2011) - et al.
The stem cell secretome and its role in brain repair
Biochimie
(2013) - et al.
Quantitative 1H NMR spectroscopy
TrAC Trends Anal. Chem.
(2012) - et al.
Serum procalcitonin levels in combination with (1)H NMR spectroscopy: a rapid indicator for differentiation of urosepsis
Clin. Chim. Acta
(2016) - et al.
Reduction of glycine receptor-mediated miniature inhibitory postsynaptic currents in rat spinal laminai neurons after peripheral inflammation
Neuroscience
(2003) - et al.
Etiology and therapeutic approach to elevated lactate
Mayo Clin. Proc.
(2013) - et al.
Adult bone marrow cells differentiate into neural phenotypes and improve functional recovery in rats following traumatic brain injury
Neurosci. Lett.
(2006) - et al.
A global picture of spinal cord injury
- et al.
Epidemiology of traumatic spinal cord injury: a SAARC perspective
International Journal of Molecular Biology & Biochemistry
(2015) - et al.
Incidence and prevalence of spinal cord injury in Canada: a national perspective
Neuroepidemiology
(2012)
Incidence rates and populations at risk for spinal cord injury: a regional study
Spinal Cord
Global prevalence and incidence of traumatic spinal cord injury
Clin Epidemiol.
A global map for traumatic spinal cord injury epidemiology: towards a living data repository for injury prevention
Spinal Cord
Traumatic disorders
Advances in spinal cord injury management
Spinal cord injury: hope through research
A clinical practice guideline for the management of acute spinal cord injury: introduction, rationale, and scope
Global Spine J.
Pathophysiology of the spinal cord injury
Journal of Clinical and Experimental Investigations
Spinal shock revisited: a four-phase model
Spinal Cord
Secondary injury mechanisms in traumatic spinal cord injury: a nugget of this multiply cascade
Acta Neurobiol. Exp. (Wars)
Minocycline targets multiple secondary injury mechanisms in traumatic spinal cord injury
Neural Regen. Res.
The human serum metabolome
PLoS One
Human serum metabolic profiles are age dependent
Aging Cell
Establishment of quantitative severity evaluation model for spinal cord injury by metabolomic fingerprinting
PLoS One
Establishing 1H nuclear magnetic resonance based metabonomics fingerprinting profile for spinal cord injury: a pilot study
Chin/Med. J.
Metabonomics technologies and their applications in physiological monitoring, drug safety assessment and disease diagnosis
Biomarkers
Cell therapy augments functional recovery subsequent to spinal cord injury under experimental conditions
Stem Cells Int.
Current trends in spinal cord injury repair
European Review for Medical and Pharmacological Sciences
Cited by (5)
Rapid and non-invasive discrimination of acute leukemia bone marrow supernatants by Raman spectroscopy and multivariate statistical analysis
2022, Journal of Pharmaceutical and Biomedical AnalysisCitation Excerpt :OPLS-DA can combine orthogonal signal correction (OSC) and partial least squares (PLS) and make corrections. OSC can eliminate the influence of factors such as diet and environment and reduce the heterogeneity of clinical samples, which is essential for the application of metabonomics technology to clinical research [26]. OPLS removes the system orthogonal variables from a given data set X and distinguishes these orthogonal variables from non-orthogonal variables, which can be analyzed separately.
nNOS induction and NOSIP interaction impact granulopoiesis and neutrophil differentiation by modulating nitric oxide generation
2021, Biochimica et Biophysica Acta - Molecular Cell ResearchCitation Excerpt :The human bone marrow studies have ethical approval from the Institutional Stem Cell Ethics Committee of KGMU, Lucknow-India. Prior consent of the patients, going through autologous stem cell infusion for the treatment of various orthopedic diseases [41] were taken for the collection of their BM derived MNCs. Density-gradient centrifugation, using Histopaque (1.077 g/ml) was performed for the separation of BM-MNCs.
Molecular diagnostics in neurotrauma: Are there reliable biomarkers and effective methods for their detection?
2022, Frontiers in Molecular BiosciencesMetabolomics of neurological disorders in India
2021, Analytical Science AdvancesAugmentation of iNOS expression in myeloid progenitor cells expedites neutrophil differentiation
2019, Journal of Leukocyte Biology