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0817 - Bone Volume Fraction Measured via Micro-CT Imaging is a Predictor for Hydraulic Permeability and Elastic Modulus of the Trabecular Bone of Human Lumbar Vertebral Bodies

2019· preprint· en· W4391532428 on OpenAlexaboutno aff
Francesco Travascio, Loren L. Latta

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldEngineering
TopicMedical Imaging and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsTrabecular boneLumbarBiomedical engineeringHuman boneMaterials scienceVolume fractionPermeability (electromagnetism)AnatomyMedicineComposite materialOsteoporosisChemistryPathology

Abstract

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INTRODUCTION: Tungsten has been increasing in demand for use in manufacturing and recently, medical devices, as it imparts flexibility, strength, and conductance of metal alloys. Given the surge in tungsten use, our population may be subjected to elevated exposures. For instance, embolism coils made of tungsten have been shown to degrade in some patients. In a cohort of breast cancer patients who received tungsten-based shielding for intraoperative radiotherapy, urinary tungsten levels remained over tenfold higher 20 months post-surgery. In an in vivo mouse model, tungsten exposure increased tumor metastasis by altering the tumor microenvironment. In a recent report, tungsten was shown to rapidly accumulate in bone and enhance the adipogenesis of bone marrow-derived mesenchymal stem cells while inhibiting osteogenesis. Whether tungsten accumulates in other tissues and affects viability and/or function remains unknown. We recently determined that when mice are exposed to tungsten [15 ug/mL] in their drinking water, it bioaccumulates in the intervertebral disc [~3 ppm], equivalent to what is observed in bone. This study was performed to determine the effects of tungsten on the intervertebral disc. METHODS: Mice (C57BL/6) were given tap water or water supplemented with 15 ppm sodium tungstate for 4 weeks. Animals were sacrificed and spines were removed for histology. Discs were excised and analyzed for proteoglycan and collegen content. For gene expression studies bovine nucleus pulposus (bNP) and annulus fibrosus (bAF) cells were isolated from bovine caudal tails. Cells were expanded and prepared for 3D culturing in alginate beads at a density of 2*10^6 cells/mL. Beads were cultured in PrimeGrowthu00ae Disc Cell medium supplemented with increasing tungsten concentrations in the form of sodium tungstate [0, 0.5, 5, 15 ug/mL] for 12 days. A modified GAG assay was performed on the beads to determine proteoglycan content and the hydroxyproline assay was performed for collagen synthesis. Gene expression of matrix proteins (ACAN, COL1A1, COL2A1), catabolic enzymes (ADAMTS4, ADAMTS5, MMP3, MMP13), and markers of inflammation (TNFalpha, IL-1beta) and pain (NGF, BDNF) were analyzed by qPCR and verified by IHC on in vivo discs. RESULTS SECTION: Tungsten dose-dependently decreased the synthesis of proteoglycan in both NP and AF cells reaching greatest significance in NP cells at 15 ppm (3.3 ug/ug DNA to 2.3 ug/ug DNA; p < 0.01; n = 4). Decreases in proteoglycan content was also observed in mouse IVDs (30.3 ug/mg to 19.5 ug/mg tissue; p < 0.001; n = 10). Furthermore, tungsten increased the synthesis of collagen in both discs cells and in vivo (12.4 ug/mg to 25.3 ug/mg; p < 0.01; n = 10). These changes in matrix protein content was also reflected by significant decreases in disc height. Interestingly, in disc cells synthesis of COL2A1 was downregulated but COL1A1 was increased by 6-fold (p<0.0001, n=4). This increase in Col I was also observed in vivo. Upregulation of the catabolic enzymes ADAMTS4 and -5 was also observed both in disc cells and in vivo as determined by IHC. Although inflammatory cytokines were not upregulated in disc cells following tungsten exposure, NGF and BDNF were upregulated by approximately 10-fold (p<0.05, n=4) and 3-fold (p<0.05, n=4) in NP and AF cells, respectively. Upregulation of NGF was confirmed upon histological examination of the discs of tungsten exposed mice (Figure 1). Interestingly, in the endplates of tungsten exposed animals, significant increases in the detection of the neuronal marker PGP9.5 and CGRP were observed.DISCUSSION: We provide evidence that tungsten alters matrix protein synthesis in the IVD by enhancing disc fibrosis and increases markers of pain.SIGNIFICANCE/CLINICAL RELEVANCE: Prolonged exposure to tungsten may contribute to the development of chronic back pain. REFERENCES: Bolt A et al. Toxicol. Sci. 2015, 143:165-177; Bolt A et al. Toxicol. Sci. 2016, 150(2):333-346ACKNOWLEDGEMENTS: This research is supported by the Canadian Institute of Health Research (CIHR).

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0060.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.222
Teacher spread0.212 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Published2019
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