TY - JOUR
T1 - The Relationship Between Wild-Type Transthyretin Amyloid Load and Ligamentum Flavum Thickness in Lumbar Stenosis Patients
AU - Wang, Andy Y.
AU - Saini, Harleen
AU - Tingen, Joseph N.
AU - Sharma, Vaishnavi
AU - Flores, Alexandra
AU - Liu, Diang
AU - Olmos, Michelle
AU - McPhail, Ellen D.
AU - Safain, Mina G.
AU - Kryzanski, James
AU - Arkun, Knarik
AU - Riesenburger, Ron I.
N1 - Funding Information:
Conflict of interest statement: Andy Y. Wang was supported by the National Center for Advancing Translational Sciences, National Institutes of Health , award number TL1TR002546 . The remaining authors have no conflicts to report. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.
Publisher Copyright:
© 2022 Elsevier Inc.
PY - 2022/8
Y1 - 2022/8
N2 - Background: One key contributor to lumbar stenosis is thickening of the ligamentum flavum (LF), a process still poorly understood. Wild-type transthyretin amyloid (ATTRwt) has been found in the LF of patients undergoing decompression surgery, suggesting that amyloid may play a role. However, it is unclear whether within patients harboring ATTRwt, the amount of amyloid is associated with LF thickness. Methods: From an initial cohort of 324 consecutive lumbar stenosis patients whose LF specimens from decompression surgery were sent for analysis (2018–2019), 33 patients met the following criteria: 1) Congo red–positive amyloid in the LF, 2) ATTRwt by mass spectrometry–based proteomics, and 3) an available preoperative magnetic resonance imaging. Histological specimens were digitized, and amyloid load was quantified through Trainable Weka Segmentation machine learning. LF thicknesses were manually measured on axial T2-weighted preoperative magnetic resonance imaging scans at each lumbar level, L1-S1. The sum of thicknesses at every lumbar LF level (L1-S1) equals “lumbar LF burden”. Results: Patients had a mean age of 72.7 years (range = 59–87), were mostly male (61%) and white (82%), and predominantly had surgery at L4-L5 levels (73%). Amyloid load was positively correlated with LF thickness (R = 0.345, P = 0.0492) at the levels of surgical decompression. Furthermore, amyloid load was positively correlated with lumbar LF burden (R = 0.383, P = 0.0279). Conclusions: Amyloid load is positively correlated with LF thickness and lumbar LF burden across all lumbar levels, in a dose-dependent manner. Further studies are needed to validate these findings, uncover the underlying pathophysiology, and pave the way toward using therapies that slow LF thickening.
AB - Background: One key contributor to lumbar stenosis is thickening of the ligamentum flavum (LF), a process still poorly understood. Wild-type transthyretin amyloid (ATTRwt) has been found in the LF of patients undergoing decompression surgery, suggesting that amyloid may play a role. However, it is unclear whether within patients harboring ATTRwt, the amount of amyloid is associated with LF thickness. Methods: From an initial cohort of 324 consecutive lumbar stenosis patients whose LF specimens from decompression surgery were sent for analysis (2018–2019), 33 patients met the following criteria: 1) Congo red–positive amyloid in the LF, 2) ATTRwt by mass spectrometry–based proteomics, and 3) an available preoperative magnetic resonance imaging. Histological specimens were digitized, and amyloid load was quantified through Trainable Weka Segmentation machine learning. LF thicknesses were manually measured on axial T2-weighted preoperative magnetic resonance imaging scans at each lumbar level, L1-S1. The sum of thicknesses at every lumbar LF level (L1-S1) equals “lumbar LF burden”. Results: Patients had a mean age of 72.7 years (range = 59–87), were mostly male (61%) and white (82%), and predominantly had surgery at L4-L5 levels (73%). Amyloid load was positively correlated with LF thickness (R = 0.345, P = 0.0492) at the levels of surgical decompression. Furthermore, amyloid load was positively correlated with lumbar LF burden (R = 0.383, P = 0.0279). Conclusions: Amyloid load is positively correlated with LF thickness and lumbar LF burden across all lumbar levels, in a dose-dependent manner. Further studies are needed to validate these findings, uncover the underlying pathophysiology, and pave the way toward using therapies that slow LF thickening.
KW - ATTRwt
KW - Amyloidosis
KW - Machine learning quantification
KW - Spine
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U2 - 10.1016/j.wneu.2022.04.008
DO - 10.1016/j.wneu.2022.04.008
M3 - Article
C2 - 35398327
AN - SCOPUS:85130962280
SN - 1878-8750
VL - 164
SP - e113-e118
JO - World Neurosurgery
JF - World Neurosurgery
ER -