scholarly journals Spinal Muscular Atrophy Type B Awareness and Symptoms Prediction Using 3D Segmentation Process in MRI Images

Author(s):  
V. Manochithra ◽  
G. Sumithra

Spinal muscular atrophy (SMA) describes a group of disorders associated with spinal motor neuron loss. In this review we provide an update regarding the most common form of SMA, proximal or 5q SMA, and discuss the contemporary approach to diagnosis and treatment. Electromyography and muscle biopsy features of denervation were once the basis for diagnosis, but molecular testing for homozygous deletion or mutation of the SMN1 gene allows efficient and specific diagnosis. In combination with loss of SMN1, patients retain variable numbers of copies of a second similar gene, SMN2, which produce reduced levels of the survival motor neuron (SMN) protein that are insufficient for normal motor neuron function. Despite the fact that the understanding of how ubiquitous reduction of SMN protein leads to motor neuron loss remains incomplete, several promising therapeutics are now being tested in early phase clinical trials. This proposed model investigates the symptoms and scans readings from the initial MRI scan images of babies with mutation progress and SMN proteins formation benchmark values for this particular disorder SMA and further this segmented parameters are acquitted into the K-means clustering technique that predict the report with the disorder symptoms with MSE (mean square error) values that helps the babies in future to take prevention measures to overcome this problem.

2021 ◽  
Vol 22 (16) ◽  
pp. 8494
Author(s):  
Anton J. Blatnik ◽  
Vicki L. McGovern ◽  
Arthur H. M. Burghes

Proximal spinal muscular atrophy (SMA) is an autosomal recessive neurodegenerative disorder characterized by motor neuron loss and subsequent atrophy of skeletal muscle. SMA is caused by deficiency of the essential survival motor neuron (SMN) protein, canonically responsible for the assembly of the spliceosomal small nuclear ribonucleoproteins (snRNPs). Therapeutics aimed at increasing SMN protein levels are efficacious in treating SMA. However, it remains unknown how deficiency of SMN results in motor neuron loss, resulting in many reported cellular functions of SMN and pathways affected in SMA. Herein is a perspective detailing what genetics and biochemistry have told us about SMA and SMN, from identifying the SMA determinant region of the genome, to the development of therapeutics. Furthermore, we will discuss how genetics and biochemistry have been used to understand SMN function and how we can determine which of these are critical to SMA moving forward.


2016 ◽  
Vol 10 ◽  
pp. JEN.S33122 ◽  
Author(s):  
Saif Ahmad ◽  
Kanchan Bhatia ◽  
Annapoorna Kannan ◽  
Laxman Gangwani

Spinal muscular atrophy (SMA) is an autosomal recessive motor neuron disease with a high incidence and is the most common genetic cause of infant mortality. SMA is primarily characterized by degeneration of the spinal motor neurons that leads to skeletal muscle atrophy followed by symmetric limb paralysis, respiratory failure, and death. In humans, mutation of the Survival Motor Neuron 1 (SMN1) gene shifts the load of expression of SMN protein to the SMN2 gene that produces low levels of full-length SMN protein because of alternative splicing, which are sufficient for embryonic development and survival but result in SMA. The molecular mechanisms of the (a) regulation of SMN gene expression and (b) degeneration of motor neurons caused by low levels of SMN are unclear. However, some progress has been made in recent years that have provided new insights into understanding of the cellular and molecular basis of SMA pathogenesis. In this review, we have briefly summarized recent advances toward understanding of the molecular mechanisms of regulation of SMN levels and signaling mechanisms that mediate neurodegeneration in SMA.


2018 ◽  
Vol 29 (2) ◽  
pp. 96-110 ◽  
Author(s):  
Kelsey M. Gray ◽  
Kevin A. Kaifer ◽  
David Baillat ◽  
Ying Wen ◽  
Thomas R. Bonacci ◽  
...  

SMN protein levels inversely correlate with the severity of spinal muscular atrophy. The SCFSlmbE3 ligase complex interacts with a degron embedded within the C-terminal self-oligomerization domain of SMN. The findings elucidate a model whereby accessibility of the SMN degron is regulated by self-multimerization.


2017 ◽  
Vol 26 (17) ◽  
pp. 3409-3420 ◽  
Author(s):  
Samantha L. Sison ◽  
Teresa N. Patitucci ◽  
Emily R. Seminary ◽  
Eric Villalon ◽  
Christian L. Lorson ◽  
...  

2020 ◽  
Vol 13 ◽  
pp. 175628642097995
Author(s):  
Tai-Heng Chen

Spinal muscular atrophy (SMA), a leading genetic cause of infant death, is a neurodegenerative disease characterized by the selective loss of particular groups of motor neurons (MNs) in the anterior horn of the spinal cord with progressive muscle wasting. SMA is caused by a deficiency of the survival motor neuron (SMN) protein due to a homozygous deletion or mutation of the SMN1 gene. However, the molecular mechanisms whereby the SMN complex regulates MN functions are not fully elucidated. Emerging studies on SMA pathogenesis have turned the attention of researchers to RNA metabolism, given that increasingly identified SMN-associated modifiers are involved in both coding and non-coding RNA (ncRNA) processing. Among various ncRNAs, microRNAs (miRNAs) are the most studied in terms of regulation of posttranscriptional gene expression. Recently, the discovery that miRNAs are critical to MN function and survival led to the study of dysregulated miRNAs in SMA pathogenesis. Circulating miRNAs have drawn attention as a readily available biomarker due to their property of being clinically detectable in numerous human biofluids through non-invasive approaches. As there are recent promising findings from novel miRNA-based medicines, this article presents an extensive review of the most up-to-date studies connecting specific miRNAs to SMA pathogenesis and the potential applications of miRNAs as biomarkers and therapeutic targets for SMA.


2016 ◽  
Author(s):  
◽  
Madeline R. Miller

Spinal Muscular Atrophy is clinically recognized as a progressive weakness within the trunk and proximal limbs that will lead to breathing failure and death within infants. As a neurodegenerative genetic disease, SMA is caused by loss of motor neurons, which in turn is caused by low levels of the Survival Motor Neuron (SMN) protein. The mechanism by which a ubiquitously expressed protein such as SMN is able to cause the specific death of motor neurons is highly debated and of great interest. Work presented here focuses on understanding the biological requirements of SMN and its downstream effects on the neuromuscular junction. To this end we utilize viral based gene delivery as a powerful tool to assess the effects of genes of interest in vivo. Our findings contribute to the conversation regarding whether SMA is truly a "motor neuron" disease, suggesting that astrocytes play a meaningful role in staving off SMA. Further, we investigate the domains within SMN needed to maintain its function in a mammalian system. We take a novel and challenging approach to identify a minimal domain capable of maintaining function. Finally, we demonstrate the practical use of morophological analysis of the neuromuscular junction as a means to characterize SMA pathology.


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