Magnetic Resonance Spectroscopy Detects Biochemical Changes in the Brain Associated with Chronic Low Back Pain: A Preliminary Report

Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters in the brain and other organs. We used in vivo1H MR spectroscopy in subjects with low back pain compared with control subjects to detect alter...

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Published inAnesthesia and analgesia Vol. 102; no. 4; pp. 1164 - 1168
Main Authors Siddall, Philip J., Stanwell, Peter, Woodhouse, Annie, Somorjai, Ray L., Dolenko, Brion, Nikulin, Alexander, Bourne, Roger, Himmelreich, Uwe, Lean, Cynthia, Cousins, Michael J., Mountford, Carolyn E.
Format Journal Article
LanguageEnglish
Published Hagerstown, MD International Anesthesia Research Society 01.04.2006
Lippincott
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ISSN0003-2999
1526-7598
1526-7598
DOI10.1213/01.ane.0000198333.22687.a6

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Abstract Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters in the brain and other organs. We used in vivo1H MR spectroscopy in subjects with low back pain compared with control subjects to detect alterations in biochemistry in three brain regions associated with pain processing. A pattern recognition approach was used to determine whether it was possible to discriminate accurately subjects with low back pain from control subjects based on MR spectroscopy. MR spectra were obtained from the prefrontal cortex, anterior cingulate cortex, and thalamus of 32 subjects with low back pain and 33 control subjects without pain. Spectra were analyzed and compared between groups using a pattern recognition method (Statistical Classification Strategy). Using this approach, it was possible to discriminate between subjects with low back pain and control subjects with accuracies of 100%, 99%, and 97% using spectra obtained from the anterior cingulate cortex, thalamus, and prefrontal cortex, respectively. These results demonstrate that MR spectroscopy, in combination with an appropriate pattern recognition approach, is able to detect brain biochemical changes associated with chronic pain with a high degree of accuracy.
AbstractList Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters in the brain and other organs. We used in vivo1H MR spectroscopy in subjects with low back pain compared with control subjects to detect alterations in biochemistry in three brain regions associated with pain processing. A pattern recognition approach was used to determine whether it was possible to discriminate accurately subjects with low back pain from control subjects based on MR spectroscopy. MR spectra were obtained from the prefrontal cortex, anterior cingulate cortex, and thalamus of 32 subjects with low back pain and 33 control subjects without pain. Spectra were analyzed and compared between groups using a pattern recognition method (Statistical Classification Strategy). Using this approach, it was possible to discriminate between subjects with low back pain and control subjects with accuracies of 100%, 99%, and 97% using spectra obtained from the anterior cingulate cortex, thalamus, and prefrontal cortex, respectively. These results demonstrate that MR spectroscopy, in combination with an appropriate pattern recognition approach, is able to detect brain biochemical changes associated with chronic pain with a high degree of accuracy.
Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters in the brain and other organs. We used in vivo (1)H MR spectroscopy in subjects with low back pain compared with control subjects to detect alterations in biochemistry in three brain regions associated with pain processing. A pattern recognition approach was used to determine whether it was possible to discriminate accurately subjects with low back pain from control subjects based on MR spectroscopy. MR spectra were obtained from the prefrontal cortex, anterior cingulate cortex, and thalamus of 32 subjects with low back pain and 33 control subjects without pain. Spectra were analyzed and compared between groups using a pattern recognition method (Statistical Classification Strategy). Using this approach, it was possible to discriminate between subjects with low back pain and control subjects with accuracies of 100%, 99%, and 97% using spectra obtained from the anterior cingulate cortex, thalamus, and prefrontal cortex, respectively. These results demonstrate that MR spectroscopy, in combination with an appropriate pattern recognition approach, is able to detect brain biochemical changes associated with chronic pain with a high degree of accuracy.
Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters in the brain and other organs. We used in vivo (1)H MR spectroscopy in subjects with low back pain compared with control subjects to detect alterations in biochemistry in three brain regions associated with pain processing. A pattern recognition approach was used to determine whether it was possible to discriminate accurately subjects with low back pain from control subjects based on MR spectroscopy. MR spectra were obtained from the prefrontal cortex, anterior cingulate cortex, and thalamus of 32 subjects with low back pain and 33 control subjects without pain. Spectra were analyzed and compared between groups using a pattern recognition method (Statistical Classification Strategy). Using this approach, it was possible to discriminate between subjects with low back pain and control subjects with accuracies of 100%, 99%, and 97% using spectra obtained from the anterior cingulate cortex, thalamus, and prefrontal cortex, respectively. These results demonstrate that MR spectroscopy, in combination with an appropriate pattern recognition approach, is able to detect brain biochemical changes associated with chronic pain with a high degree of accuracy.Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters in the brain and other organs. We used in vivo (1)H MR spectroscopy in subjects with low back pain compared with control subjects to detect alterations in biochemistry in three brain regions associated with pain processing. A pattern recognition approach was used to determine whether it was possible to discriminate accurately subjects with low back pain from control subjects based on MR spectroscopy. MR spectra were obtained from the prefrontal cortex, anterior cingulate cortex, and thalamus of 32 subjects with low back pain and 33 control subjects without pain. Spectra were analyzed and compared between groups using a pattern recognition method (Statistical Classification Strategy). Using this approach, it was possible to discriminate between subjects with low back pain and control subjects with accuracies of 100%, 99%, and 97% using spectra obtained from the anterior cingulate cortex, thalamus, and prefrontal cortex, respectively. These results demonstrate that MR spectroscopy, in combination with an appropriate pattern recognition approach, is able to detect brain biochemical changes associated with chronic pain with a high degree of accuracy.
Author Lean, Cynthia
Dolenko, Brion
Stanwell, Peter
Nikulin, Alexander
Mountford, Carolyn E.
Cousins, Michael J.
Himmelreich, Uwe
Bourne, Roger
Siddall, Philip J.
Woodhouse, Annie
Somorjai, Ray L.
AuthorAffiliation Pain Management Research Institute, University of Sydney, Royal North Shore Hospital and †Institute for Magnetic Resonance Research and Department of Magnetic Resonance in Medicine, University of Sydney, Sydney, Australia; and ‡Institute for Biodiagnostics, National Research Council Canada, Winnipeg, Canada
AuthorAffiliation_xml – name: Pain Management Research Institute, University of Sydney, Royal North Shore Hospital and †Institute for Magnetic Resonance Research and Department of Magnetic Resonance in Medicine, University of Sydney, Sydney, Australia; and ‡Institute for Biodiagnostics, National Research Council Canada, Winnipeg, Canada
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  organization: Pain Management Research Institute, University of Sydney, Royal North Shore Hospital and †Institute for Magnetic Resonance Research and Department of Magnetic Resonance in Medicine, University of Sydney, Sydney, Australia; and ‡Institute for Biodiagnostics, National Research Council Canada, Winnipeg, Canada
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Issue 4
Keywords Chronic
Pain
Lumbar spine
Low back pain
Diseases of the osteoarticular system
Rachialgia
Anesthesia
Spine disease
Encephalon
Language English
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Snippet Magnetic resonance (MR) spectroscopy is a noninvasive technique that can be used to detect and measure the concentration of metabolites and neurotransmitters...
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SubjectTerms Anesthesia
Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy
Biological and medical sciences
Brain - metabolism
Gyrus Cinguli - metabolism
Humans
Low Back Pain - diagnosis
Low Back Pain - metabolism
Magnetic Resonance Spectroscopy - methods
Medical sciences
Pain Measurement - methods
Prefrontal Cortex - metabolism
Thalamus - metabolism
Title Magnetic Resonance Spectroscopy Detects Biochemical Changes in the Brain Associated with Chronic Low Back Pain: A Preliminary Report
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https://www.ncbi.nlm.nih.gov/pubmed/16551917
https://www.proquest.com/docview/67772651
Volume 102
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