Discovery of circulating blood biomarkers in patients with and without Modic changes of the lumbar spine: a preliminary analysis

Purpose The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). Methods A cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar...

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Published inEuropean spine journal Vol. 33; no. 4; pp. 1398 - 1406
Main Authors Aboushaala, Khaled, Chee, Ana V., Toro, Sheila J., Vucicevic, Rajko, Yuh, Catherine, Dourdourekas, Jake, Patel, Ishani K., Espinoza-Orias, Alejandro, Oh, Chundo, Al-Harthi, Lena, Karppinen, Jaro, Goldberg, Edward J., Phillips, Frank M., Colman, Matthew, Williams, Frances M. K., Borgia, Jeffrey A., Green, Stefan, Forsyth, Christopher, An, Howard S., Samartzis, Dino
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2024
Springer Nature B.V
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Abstract Purpose The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). Methods A cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed. Results Thirty-one subjects were analysed ( n  = 18 no MC; n  = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups ( p  > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C–C Motif Chemokine Ligand 5 (CCL5, p  = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower ( p  = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p  = 0.052), Pentraxin 3 (PTX3, p  = 0.06) and Galectin-3 (Gal-3, p  = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration ( p  = 0.0001) and displacement severity ( p  = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002–1.033; p  = 0.028) and MIF (OR 0.60; 95% CI 0.382–0.951; p  = 0.030) were independently associated with MC patients. Conclusion This “proof-of-concept” study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.
AbstractList PurposeThe following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC).MethodsA cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed.ResultsThirty-one subjects were analysed (n = 18 no MC; n = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups (p > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C–C Motif Chemokine Ligand 5 (CCL5, p = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower (p = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p = 0.052), Pentraxin 3 (PTX3, p = 0.06) and Galectin-3 (Gal-3, p = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration (p = 0.0001) and displacement severity (p = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002–1.033; p = 0.028) and MIF (OR 0.60; 95% CI 0.382–0.951; p = 0.030) were independently associated with MC patients.ConclusionThis “proof-of-concept” study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.
The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC).PURPOSEThe following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC).A cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed.METHODSA cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed.Thirty-one subjects were analysed (n = 18 no MC; n = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups (p > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C-C Motif Chemokine Ligand 5 (CCL5, p = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower (p = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p = 0.052), Pentraxin 3 (PTX3, p = 0.06) and Galectin-3 (Gal-3, p = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration (p = 0.0001) and displacement severity (p = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002-1.033; p = 0.028) and MIF (OR 0.60; 95% CI 0.382-0.951; p = 0.030) were independently associated with MC patients.RESULTSThirty-one subjects were analysed (n = 18 no MC; n = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups (p > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C-C Motif Chemokine Ligand 5 (CCL5, p = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower (p = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p = 0.052), Pentraxin 3 (PTX3, p = 0.06) and Galectin-3 (Gal-3, p = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration (p = 0.0001) and displacement severity (p = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002-1.033; p = 0.028) and MIF (OR 0.60; 95% CI 0.382-0.951; p = 0.030) were independently associated with MC patients.This "proof-of-concept" study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.CONCLUSIONThis "proof-of-concept" study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.
The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). A cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed. Thirty-one subjects were analysed (n = 18 no MC; n = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups (p > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C-C Motif Chemokine Ligand 5 (CCL5, p = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower (p = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p = 0.052), Pentraxin 3 (PTX3, p = 0.06) and Galectin-3 (Gal-3, p = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration (p = 0.0001) and displacement severity (p = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002-1.033; p = 0.028) and MIF (OR 0.60; 95% CI 0.382-0.951; p = 0.030) were independently associated with MC patients. This "proof-of-concept" study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.
Purpose The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). Methods A cross-sectional sub-analyses of a prospective cohort was performed. Fasting blood samples were collected from patients with and without lumbar MC who had undergone spinal fusion or microdiscectomy. An 80-plex panel and CCL5/RANTES were used to assess preoperative plasma cytokine concentrations. Patient demographics and imaging phenotypes were also assessed. Results Thirty-one subjects were analysed ( n  = 18 no MC; n  = 13 MC). No significant differences were found in age, sex, body mass index, smoking and alcohol history, and surgical procedure (i.e. fusion, decompression) between the two groups ( p  > 0.05). Several statistically significant blood biomarkers in MC patients were identified, including elevated levels of C–C Motif Chemokine Ligand 5 (CCL5, p  = 0.0006), while Macrophage Migration Inhibitory Factor (MIF) was significantly lower ( p  = 0.009). Additionally, C-X-C Motif Chemokine Ligand 5 (CXCL5, p  = 0.052), Pentraxin 3 (PTX3, p  = 0.06) and Galectin-3 (Gal-3, p  = 0.07) showed potential relevance. Moreover, MC patients exhibited significantly higher levels of disc degeneration ( p  = 0.0001) and displacement severity ( p  = 0.020). Based on multivariate analyses and controlling for disc degeneration/displacement, CCL5 (OR 1.02; 95% CI 1.002–1.033; p  = 0.028) and MIF (OR 0.60; 95% CI 0.382–0.951; p  = 0.030) were independently associated with MC patients. Conclusion This “proof-of-concept” study is the first to identify specific and significantly circulating blood biomarkers associated with symptomatic patients with lumbar MC, independent of disc alterations of degeneration and/or bulges/herniations. Specifically, differences in CCL5 and MIF protein levels were significantly noted in MC patients compared to those without MC.
Author Oh, Chundo
Goldberg, Edward J.
Dourdourekas, Jake
Karppinen, Jaro
Colman, Matthew
Patel, Ishani K.
Espinoza-Orias, Alejandro
Borgia, Jeffrey A.
Forsyth, Christopher
Yuh, Catherine
An, Howard S.
Phillips, Frank M.
Vucicevic, Rajko
Williams, Frances M. K.
Al-Harthi, Lena
Samartzis, Dino
Toro, Sheila J.
Green, Stefan
Chee, Ana V.
Aboushaala, Khaled
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  organization: Department of Orthopedic Surgery, Rush Medical College
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  surname: Samartzis
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/38451373$$D View this record in MEDLINE/PubMed
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1432-0932
IngestDate Fri Jul 11 16:11:25 EDT 2025
Sat Aug 23 12:55:17 EDT 2025
Thu Apr 03 07:02:27 EDT 2025
Tue Jul 01 02:58:23 EDT 2025
Thu Apr 24 22:57:19 EDT 2025
Fri Feb 21 02:41:01 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 4
Keywords Changes
Disc degeneration
MRI
Imaging
Biomarkers
Disc herniation
Endplate
Modic
Language English
License 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.
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Snippet Purpose The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). Methods A...
The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC). A cross-sectional...
PurposeThe following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC).MethodsA...
The following study aimed to determine the existence of blood biomarkers in symptomatic patients with or without lumbar Modic changes (MC).PURPOSEThe following...
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SubjectTerms Biomarkers
Body mass index
Chemokines
Cross-Sectional Studies
Decompression
Degeneration
Degenerative disc disease
Galectin-3
Humans
Intervertebral Disc Degeneration
Intervertebral Disc Displacement - surgery
Intervertebral discs
Leukocyte migration
Ligands
Lumbar Vertebrae - surgery
Macrophage migration inhibitory factor
Magnetic Resonance Imaging
Medicine
Medicine & Public Health
Neurosurgery
Original Article
Pentraxins
Phenotypes
Prospective Studies
RANTES
Spine (lumbar)
Statistical analysis
Surgical Orthopedics
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Title Discovery of circulating blood biomarkers in patients with and without Modic changes of the lumbar spine: a preliminary analysis
URI https://link.springer.com/article/10.1007/s00586-024-08192-y
https://www.ncbi.nlm.nih.gov/pubmed/38451373
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