1
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Wong S, Eaton A, Krywka C, Nair A, Drouet C, Deymier A. Increasing A-type CO 32- substitution decreases the modulus of apatite nanocrystals. J Mech Behav Biomed Mater 2025; 166:106962. [PMID: 40022958 DOI: 10.1016/j.jmbbm.2025.106962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 02/17/2025] [Accepted: 02/21/2025] [Indexed: 03/04/2025]
Abstract
Biological apatite mineral is highly substituted with carbonate (CO32-). CO32- can exchange for either phosphate, known as B-type, or hydroxyl groups, known as A-type. Although the former has been extensively studied, A-type CO32- substituted apatites are poorly understood. Therefore, A-type CO32- apatites with biologically relevant levels of CO32- (1.7-5.8 wt%) were prepared and characterized. The addition of A-type CO32- into the apatite structure caused the predicted expansion of the a-axis and contraction of the c-axis in the unit cell. This was accompanied by a significant modification in the atomic order, especially along the a-axis plane, and crystallite size. A combination of in situ loading with synchrotron X-ray Diffraction and Density Functional Theory showed that increasing A-type CO32- substitutions also reduced the bulk and elastic moduli of the crystals. These results show that although A-type CO32- may inhibit lattice changes caused by B-type CO32-, A-type CO32- enhances the reduction in crystal order and mineral stiffness. These results help us to identify the possible contributions of A-type CO32- substitutions in biological apatites that contain both A- and B-type CO32-. In addition, this implies that the stiffness of bioapatite may change with increasing A-type CO32- substitutions, potentially altering the fracture mechanics of calcified tissues and biomaterials.
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Affiliation(s)
- Stephanie Wong
- Dept of Biomedical Engineering, UConn Health Center, Farmington, CT, USA.
| | - Abigail Eaton
- Dept of Mechanical Engineering, University of Arkansas, Fayetteville, AR, USA
| | | | - Arun Nair
- Department of Aeronautics and Astronautics, Air Force Institute of Technology, Dayton, OH, USA
| | | | - Alix Deymier
- Dept of Biomedical Engineering, UConn Health Center, Farmington, CT, USA
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2
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Dou H, Sun W, Chen S, Chen K. Predicting bone aging using spatially offset Raman spectroscopy: a longitudinal analysis on mice. Anal Bioanal Chem 2025; 417:2311-2320. [PMID: 40050511 DOI: 10.1007/s00216-025-05819-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 02/25/2025] [Accepted: 02/26/2025] [Indexed: 04/15/2025]
Abstract
Osteoporosis, a global health concern, poses an increasing challenge due to the aging population. While dual-energy X-ray absorptiometry (DXA) scans measuring bone mineral density (BMD) remain the clinical standard for osteoporosis diagnosis, this method's inability to detect changes in bone chemical composition limits its effectiveness in early diagnosis. This study applies Raman spectroscopy on examining bone aging in Senescence Accelerated Mouse Prone 6 (SAMP6) mice compared to their senescence-resistant controls (SAMR1) over an age period from 6 to 10 months. We performed Raman spectroscopic analysis on mouse tibiae both transcutaneously and on exposed bone. Leave-one-out cross-validation combined with partial least squares regression (LOOCV-PLSR) was applied to analyze Raman spectra to predict age, BMD, and maximum torque (MT) as determined by biomechanical testing. Our results revealed significant correlations between Raman spectroscopic predictions and reference values, particularly for age determination. To our knowledge, this study represents the first demonstration of transcutaneous Raman spectroscopy for accurate bone aging prediction, showing a strong correlation with established reference measurements.
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Affiliation(s)
- Hongmei Dou
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
- Foshan Graduate School of Innovation, Northeastern University, Foshan, 528311, China
| | - Wendong Sun
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
- Foshan Graduate School of Innovation, Northeastern University, Foshan, 528311, China
| | - Shuo Chen
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
- Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Northeastern University, Shenyang, 110169, China
| | - Keren Chen
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
- Foshan Graduate School of Innovation, Northeastern University, Foshan, 528311, China.
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3
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Chen K, Yao C, Sun M, Li Q, Luo Z, Lan Y, Chen Y, Chen S. Raman spectroscopic analysis for osteoporosis identification in humans with hip fractures. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 314:124193. [PMID: 38569386 DOI: 10.1016/j.saa.2024.124193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 03/02/2024] [Accepted: 03/25/2024] [Indexed: 04/05/2024]
Abstract
Osteoporosis is a significant health concern. While multiple techniques have been utilized to diagnose this condition, certain limitations still persist. Raman spectroscopy has shown promise in predicting bone strength in animal models, but its application to humans requires further investigation. In this study, we present an in vitro approach for predicting osteoporosis in 10 patients with hip fractures using Raman spectroscopy. Raman spectra were acquired from exposed femoral heads collected during surgery. Employing a leave-one-out cross-validated linear discriminant analysis (LOOCV-LDA), we achieved accurate classification (90 %) between osteoporotic and osteopenia groups. Additionally, a LOOCV partial least squares regression (PLSR) analysis based on the complete Raman spectra demonstrated a significant prediction (r2 = 0.84, p < 0.05) of bone mineral density as measured by dual X-ray absorptiometry (DXA). To the best of our knowledge, this study represents the first successful demonstration of Raman spectroscopy correlating with osteoporotic status in humans.
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Affiliation(s)
- Keren Chen
- Foshan Graduate School of Innovation, Northeastern University, Foshan 528311, China.
| | - Chunguang Yao
- Foshan Graduate School of Innovation, Northeastern University, Foshan 528311, China; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China
| | - Mengya Sun
- Foshan Graduate School of Innovation, Northeastern University, Foshan 528311, China; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China
| | - Qiang Li
- The Fifth People's Hospital of Foshan, Foshan 528211, China
| | - Zhaoxin Luo
- The Fifth People's Hospital of Foshan, Foshan 528211, China
| | - Yifeng Lan
- The Fifth People's Hospital of Foshan, Foshan 528211, China
| | - Yangxin Chen
- The Fifth People's Hospital of Foshan, Foshan 528211, China.
| | - Shuo Chen
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, China; Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Northeastern University, Shenyang 110169, China.
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4
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Xiao D, Fang L, Liu Z, He Y, Ying J, Qin H, Lu A, Shi M, Li T, Zhang B, Guan J, Wang C, Abu-Amer Y, Shen J. DNA methylation-mediated Rbpjk suppression protects against fracture nonunion caused by systemic inflammation. J Clin Invest 2023; 134:e168558. [PMID: 38051594 PMCID: PMC10849763 DOI: 10.1172/jci168558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 11/30/2023] [Indexed: 12/07/2023] Open
Abstract
Challenging skeletal repairs are frequently seen in patients experiencing systemic inflammation. To tackle the complexity and heterogeneity of the skeletal repair process, we performed single-cell RNA sequencing and revealed that progenitor cells were one of the major lineages responsive to elevated inflammation and this response adversely affected progenitor differentiation by upregulation of Rbpjk in fracture nonunion. We then validated the interplay between inflammation (via constitutive activation of Ikk2, Ikk2ca) and Rbpjk specifically in progenitors by using genetic animal models. Focusing on epigenetic regulation, we identified Rbpjk as a direct target of Dnmt3b. Mechanistically, inflammation decreased Dnmt3b expression in progenitor cells, consequently leading to Rbpjk upregulation via hypomethylation within its promoter region. We also showed that Dnmt3b loss-of-function mice phenotypically recapitulated the fracture repair defects observed in Ikk2ca-transgenic mice, whereas Dnmt3b-transgenic mice alleviated fracture repair defects induced by Ikk2ca. Moreover, Rbpjk ablation restored fracture repair in both Ikk2ca mice and Dnmt3b loss-of-function mice. Altogether, this work elucidates a common mechanism involving a NF-κB/Dnmt3b/Rbpjk axis within the context of inflamed bone regeneration. Building on this mechanistic insight, we applied local treatment with epigenetically modified progenitor cells in a previously established mouse model of inflammation-mediated fracture nonunion and showed a functional restoration of bone regeneration under inflammatory conditions through an increase in progenitor differentiation potential.
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Affiliation(s)
- Ding Xiao
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
- The Second Xiangya Hospital, Central South University, Changsha, China
| | - Liang Fang
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
| | - Zhongting Liu
- Department of Mechanical Engineering & Materials Sciences, School of Engineering and
| | - Yonghua He
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
| | - Jun Ying
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
| | - Haocheng Qin
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
- The Second Xiangya Hospital, Central South University, Changsha, China
| | - Aiwu Lu
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
| | - Meng Shi
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
| | - Tiandao Li
- Department of Developmental Biology, Center of Regenerative Medicine, Washington University, St. Louis, Missouri, USA
| | - Bo Zhang
- Department of Developmental Biology, Center of Regenerative Medicine, Washington University, St. Louis, Missouri, USA
| | - Jianjun Guan
- Department of Mechanical Engineering & Materials Sciences, School of Engineering and
| | - Cuicui Wang
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
- Department of Developmental Biology, Center of Regenerative Medicine, Washington University, St. Louis, Missouri, USA
| | - Yousef Abu-Amer
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
- Shriners Hospital for Children, St. Louis, Missouri, USA
| | - Jie Shen
- Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, Missouri, USA
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Vaddi A, Tadinada A, Lurie A, Deymier A. Evaluation of near-infrared Raman spectroscopy in the differentiation of cortical bone, trabecular bone, and Bio-Oss bone graft: an ex-vivo study. Oral Surg Oral Med Oral Pathol Oral Radiol 2023; 136:632-639. [PMID: 37394288 DOI: 10.1016/j.oooo.2023.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 07/04/2023]
Abstract
OBJECTIVE We evaluated the ability of near-infrared Raman spectroscopy (near-IR RS) to differentiate among cortical bone, trabecular bone, and Bio-Oss, a bovinebone-based graft material. STUDY DESIGN We obtained a thinly sliced section of the mandible to collect cortical and trabecular bone samples and placed compacted Bio-Oss bone graft into a partially edentulous mandible in a dry human skull to obtain a comparable Bio-Oss sample. We performed near-IR RS of the 3 samples and evaluated the resultant Raman spectra to evaluate their differences. RESULTS We identified 3 sets of spectroscopic markers that differentiated Bio-Oss from human bone. The first consisted of significant shifts in the location of the 960 cm-1 phosphate (PO43-) peak and a reduction in its width, suggesting that Bio-Oss is more crystalline than bone. The second was the reduced carbonate content of Bio-Oss compared to bone, as determined from the 1070 cm-1/960 cm-1 peak area ratio. The final marker was the lack of collagen-associated peaks in Bio-Oss compared to cortical and trabecular bone. CONCLUSIONS Near-IR RS can reliably differentiate human cortical and trabecular bone from Bio-Oss via 3 sets of spectral markers associated with mineral crystallinity, carbonate content, and collagen content that differ significantly between them. Integrating this modality into dental practice may assist in implant treatment planning.
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Affiliation(s)
- Anusha Vaddi
- Section of Oral and Maxillofacial Radiology, Division of Oral and Maxillofacial Diagnostic Sciences, UConn School of Dental Medicine, UConn Health, Farmington, CT, USA.
| | - Aditya Tadinada
- Section of Oral and Maxillofacial Radiology, Division of Oral and Maxillofacial Diagnostic Sciences, UConn School of Dental Medicine, UConn Health, Farmington, CT, USA
| | - Alan Lurie
- Section of Oral and Maxillofacial Radiology, Division of Oral and Maxillofacial Diagnostic Sciences, UConn School of Dental Medicine, UConn Health, Farmington, CT, USA
| | - Alix Deymier
- Department of Biomedical Engineering, UConn School of Dental Medicine, UConn Health, Farmington, CT, USA
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6
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Romanowicz GE, Terhune AH, Bielajew BJ, Sexton B, Lynch M, Mandair GS, McNerny EM, Kohn DH. Collagen cross-link profiles and mineral are different between the mandible and femur with site specific response to perturbed collagen. Bone Rep 2022; 17:101629. [PMID: 36325166 PMCID: PMC9618783 DOI: 10.1016/j.bonr.2022.101629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 10/15/2022] [Accepted: 10/18/2022] [Indexed: 11/06/2022] Open
Abstract
Compromises to collagen and mineral lead to a decrease in whole bone quantity and quality in a variety of systemic diseases, yet, clinically, disease manifestations differ between craniofacial and long bones. Collagen alterations can occur through post-translational modification via lysyl oxidase (LOX), which catalyzes enzymatic collagen cross-link formation, as well as through non-enzymatic advanced glycation end products (AGEs) such as pentosidine and carboxymethyl-lysine (CML). Characterization of the cross-links and AGEs, and comparison of the mineral and collagen modifications in craniofacial and long bones represent a critical gap in knowledge. However, alterations to either the mineral or collagen in bone may contribute to disease progression and, subsequently, the anatomical site dependence of a variety of diseases. Therefore, we hypothesized that collagen cross-links and AGEs differ between craniofacial and long bones and that altered collagen cross-linking reduces mineral quality in an anatomic location dependent. To study the effects of cross-link inhibition on mineralization between anatomical sites, beta-aminoproprionitrile (BAPN) was administered to rapidly growing, 5-8 week-old male mice. BAPN is a dose-dependent inhibitor of LOX that pharmacologically alters enzymatic cross-link formation. Long bones (femora) and craniofacial bones (mandibles) were compared for mineral quantity and quality, collagen cross-link and AGE profiles, and tissue level mechanics, as well as the response to altered cross-links via BAPN. A highly sensitive liquid chromatography/mass spectrometry (LC-MS) method was developed which allowed for quantification of site-dependent accumulation of the advanced glycation end-product, carboxymethyl-lysine (CML). CML was ∼8.3× higher in the mandible than the femur. The mandible had significantly higher collagen maturation, mineral crystallinity, and Young's modulus, but lower carbonation, than the femur. BAPN also had anatomic specific effects, leading to significant decreases in mature cross-links in the mandible, and an increase in mineral carbonation in the femur. This differential response of both the mineral and collagen composition to BAPN between the mandible and femur highlights the need to further understand how inherent compositional differences in collagen and mineral contribute to anatomic-site specific manifestations of disease in both craniofacial and long bones.
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Key Words
- AGE, advanced glycation end product
- Advanced glycation end products
- BAPN, beta-aminoproprionitrile
- Biomechanical properties
- Bone quality
- CML, carboxymethyl-lysine
- Collagen cross-link
- DHLNL, dihydroxylysinonorleucine
- DPD, lysylpyridinoline
- Femur
- HLKNL, hydroxylysinoketonorleucine
- HLNL, hydroxylysinonorleucine
- HPLC-FLD, high-performance liquid chromatography with fluorescence detection
- LC-MS, liquid chromatography/mass spectrometry
- LH, lysyl hydroxylase
- LKNL, lysinoketonorleucine
- LOX, lysyl oxidase
- Mandible
- Mineralization
- PEN, pentosidine
- PMMA, poly-methyl-methacrylate
- PYD, hydroxylysylpyridinoline
- Pyr, pyrroles
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Affiliation(s)
- Genevieve E. Romanowicz
- Department of Biologic and Materials Sciences, School of Dentistry, University of Michigan, MI, USA
| | - Aidan H. Terhune
- Department of Mechanical Engineering, College of Engineering, University of Michigan, MI, USA
| | - Benjamin J. Bielajew
- Department of Biomedical Engineering, College of Engineering, University of Michigan, MI, USA
| | - Benjamin Sexton
- Department of Biologic and Materials Sciences, School of Dentistry, University of Michigan, MI, USA
| | - Michelle Lynch
- Department of Biologic and Materials Sciences, School of Dentistry, University of Michigan, MI, USA
| | - Gurjit S. Mandair
- Department of Biologic and Materials Sciences, School of Dentistry, University of Michigan, MI, USA
| | - Erin M.B. McNerny
- Department of Biomedical Engineering, College of Engineering, University of Michigan, MI, USA
| | - David H. Kohn
- Department of Biologic and Materials Sciences, School of Dentistry, University of Michigan, MI, USA
- Department of Biomedical Engineering, College of Engineering, University of Michigan, MI, USA
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7
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Tice MJ, Bailey S, Sroga GE, Gallagher EJ, Vashishth D. Non‐Obese
MKR
Mouse Model of Type 2 Diabetes Reveals Skeletal Alterations in Mineralization and Material Properties. JBMR Plus 2021; 6:e10583. [PMID: 35229063 PMCID: PMC8861985 DOI: 10.1002/jbm4.10583] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 10/15/2021] [Accepted: 11/14/2021] [Indexed: 12/25/2022] Open
Abstract
Obesity is a common comorbidity of type 2 diabetes (T2D). Therefore, increased risk of fragility fractures in T2D is often confounded by the effects of obesity. This study was conducted to elucidate the mechanistic basis by which T2D alone leads to skeletal fragility. We hypothesized that obesity independent T2D would deteriorate bone's material quality by accumulating defects in the mineral matrix and undesired modifications in its organic matrix associated with increased oxidative stress and hyperglycemia. To test this hypothesis, we used 15‐week‐old male non‐obese mice with engineered muscle creatine kinase promoter/human dominant negative insulin growth factor 1 (IGF‐I) receptor (MKR) and FVB/N wild‐type (WT) controls (n = 12/group). MKR mice exhibit reduced insulin production and loss of glycemic control leading to diabetic hyperglycemia, verified by fasting blood glucose measurements (>250 mg/dL), without an increase in body weight. MKR mice showed a significant decrease in femoral radial geometry (cortical area, moment of inertia, cortical thickness, endosteal diameter, and periosteal diameter). Bone mineral density (BMD), as assessed by micro–computed tomography (μCT), remained unchanged; however, the quality of bone mineral was altered. In contrast to controls, MKR mice had significantly increased hydroxyapatite crystal thickness, measured by small‐angle X‐ray scattering, and elongated c‐axis length of the crystals evaluated by confocal Raman spectroscopy. There was an increase in changes in the organic matrix of MKR mice, associated with enhanced glycoxidation (carboxymethyl‐lysine [CML] and pentosidine) and overall glycation (fluorescent advanced glycation end products), both of which were associated with various measures of bone fragility. Moreover, increased CML formation positively correlated with elongated mineral crystal length, supporting the role of this negatively charged side chain to attract calcium ions, promote growth of hydroxyapatite, and build a physical link between mineral and collagen. Collectively, our results show, for the first time, changes in bone matrix in a non‐obese T2D model in which skeletal fragility is attributable to alterations in the mineral quality and undesired organic matrix modifications. © 2021 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research.
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Affiliation(s)
- Matthew J.L. Tice
- Department of Biomedical Engineering Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute New York NY USA
| | - Stacyann Bailey
- Department of Biomedical Engineering Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute New York NY USA
| | - Grażyna E. Sroga
- Department of Biomedical Engineering Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute New York NY USA
| | - Emily J. Gallagher
- Division of Endocrinology, Diabetes and Bone Diseases, Department of Medicine Icahn School of Medicine at Mount Sinai New York NY USA
| | - Deepak Vashishth
- Department of Biomedical Engineering Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute New York NY USA
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8
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Abstract
Raman spectroscopy (RS) is used to analyze the physiochemical properties of bone because it is non-destructive and requires minimal sample preparation. With over two decades of research involving measurements of mineral-to-matrix ratio, type-B carbonate substitution, crystallinity, and other compositional characteristics of the bone matrix by RS, there are multiple methods to acquire Raman signals from bone, to process those signals, and to determine peak ratios including sub-peak ratios as well as the full-width at half maximum of the most prominent Raman peak, which is nu1 phosphate (ν1PO4). Selecting which methods to use is not always clear. Herein, we describe the components of RS instruments and how they influence the quality of Raman spectra acquired from bone because signal-to-noise of the acquisition and the accompanying background fluorescence dictate the pre-processing of the Raman spectra. We also describe common methods and challenges in preparing acquired spectra for the determination of matrix properties of bone. This article also serves to provide guidance for the analysis of bone by RS with examples of how methods for pre-processing the Raman signals and for determining properties of bone composition affect RS sensitivity to potential differences between experimental groups. Attention is also given to deconvolution methods that are used to ascertain sub-peak ratios of the amide I band as a way to assess characteristics of collagen type I. We provide suggestions and recommendations on the application of RS to bone with the goal of improving reproducibility across studies and solidify RS as a valuable technique in the field of bone research.
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Affiliation(s)
- Mustafa Unal
- Department of Mechanical Engineering, Karamanoglu Mehmetbey University, Karaman, 70200, Turkey.
- Department of Bioengineering, Karamanoglu Mehmetbey University, Karaman, Turkey 70200
- Department of Biophysics, Faculty of Medicine, Karamanoglu Mehmetbey University, Karaman, Turkey 70200
| | - Rafay Ahmed
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
| | - Anita Mahadevan-Jansen
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
- Vanderbilt Biophotonics Center, Vanderbilt University, Nashville, TN 37235, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffry S Nyman
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
- Center for Bone Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, TN 37212, USA
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9
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Battle L, Yakar S, Carriero A. A systematic review and meta-analysis on the efficacy of stem cell therapy on bone brittleness in mouse models of osteogenesis imperfecta. Bone Rep 2021; 15:101108. [PMID: 34368408 PMCID: PMC8326355 DOI: 10.1016/j.bonr.2021.101108] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 06/30/2021] [Accepted: 07/15/2021] [Indexed: 11/01/2022] Open
Abstract
There is no cure for osteogenesis imperfecta (OI), and current treatments can only partially correct the bone phenotype. Stem cell therapy holds potential to improve bone quality and quantity in OI. Here, we conduct a systematic review and meta-analysis of published studies to investigate the efficacy of stem cell therapy to rescue bone brittleness in mouse models of OI. Identified studies included bone marrow, mesenchymal stem cells, and human fetal stem cells. Effect size of fracture incidence, maximum load, stiffness, cortical thickness, bone volume fraction, and raw engraftment rates were pooled in a random-effects meta-analysis. Cell type, cell number, injection route, mouse age, irradiation, anatomical bone, and follow up time were considered as moderators. It was not possible to investigate further parameters due to the lack of standards of investigation between the studies. Despite the use of oim mice in the majority of the investigations considered and the lack of sham mice as control, this study demonstrates the promising potential of stem cell therapy to reduce fractures in OI. Although their low engraftment, cell therapy in mouse models of OI had a beneficial effect on maximum load, but not on stiffness, cortical thickness and bone volume. These parameters all depend on bone geometry and do not inform on its material properties. Being bone fractures the primary symptom of OI, there is a critical need to measure the fracture toughness of OI bone treated with stem cells to assess the actual efficacy of the treatment to rescue OI bone brittleness.
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Affiliation(s)
- Lauren Battle
- Department of Biomedical Engineering, The City College of New York, New York, NY, USA
| | - Shoshana Yakar
- David B. Kriser Dental Center, Department of Basic Science and Craniofacial Biology, New York University College of Dentistry, New York, NY, USA
| | - Alessandra Carriero
- Department of Biomedical Engineering, The City College of New York, New York, NY, USA
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10
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Fosca M, Basoli V, Della Bella E, Russo F, Vadala G, Alini M, Rau JV, Verrier S. Raman spectroscopy in skeletal tissue disorders and tissue engineering: present and prospective. TISSUE ENGINEERING PART B-REVIEWS 2021; 28:949-965. [PMID: 34579558 DOI: 10.1089/ten.teb.2021.0139] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Musculoskeletal disorders are the most common reason of chronic pain and disability representing worldwide an enormous socio-economic burden. In this review, new biomedical application fields for Raman spectroscopy (RS) technique related to skeletal tissues are discussed showing that it can provide a comprehensive profile of tissue composition in situ, in a rapid, label-free, and non-destructive manner. RS can be used as a tool to study tissue alterations associated to aging, pathologies, and disease treatments. The main advantage with respect to currently applied methods in clinics is its ability to provide specific information on molecular composition, which goes beyond other diagnostic tools. Being compatible with water, RS can be performed without pre-treatment on unfixed, hydrated tissue samples, without any labelling and chemical fixation used in histochemical methods. This review provides first the description of basic principles of RS as a biotechnology tool and introduces into the field of currently available RS based techniques, developed to enhance Raman signal. The main spectral processing statistical tools, fingerprint identification and available databases are mentioned. The recent literature has been analysed for such applications of RS as tendon and ligaments, cartilage, bone, and tissue engineered constructs for regenerative medicine. Several cases of proof-of-concept preclinical studies have been described. Finally, advantages, limitations, future perspectives, and challenges for translation of RS into clinical practice have been also discussed.
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Affiliation(s)
- Marco Fosca
- Istituto di Struttura della Materia Consiglio Nazionale delle Ricerche, 204549, Roma, Lazio, Italy;
| | - Valentina Basoli
- AO Research Institute Davos, 161930, Regenerative Orthopaedics, Davos, Graubünden, Switzerland;
| | - Elena Della Bella
- AO Research Institute Davos, 161930, Regenerative Orthopaedics, Davos, Graubünden, Switzerland;
| | - Fabrizio Russo
- Campus Bio-Medico University Hospital, 220431, Roma, Lazio, Italy;
| | - Gianluca Vadala
- Campus Bio-Medico University Hospital, 220431, Roma, Lazio, Italy;
| | - Mauro Alini
- AO Research Institute Davos, 161930, Regenerative Orthopaedics, Davos, Graubünden, Switzerland;
| | - Julietta V Rau
- Istituto di Struttura della Materia Consiglio Nazionale delle Ricerche, 204549, Roma, Lazio, Italy.,I M Sechenov First Moscow State Medical University, 68477, Moskva, Moskva, Russian Federation;
| | - Sophie Verrier
- AO Research Institute Davos, 161930, Regenerative Orthopaedics, Davos, Graubünden, Switzerland;
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11
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Gaihre B, Bharadwaz A, Unagolla JM, Jayasuriya AC. Evaluation of the optimal dosage of BMP-9 through the comparison of bone regeneration induced by BMP-9 versus BMP-2 using an injectable microparticle embedded thermosensitive polymeric carrier in a rat cranial defect model. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2021; 127:112252. [PMID: 34225891 PMCID: PMC8260961 DOI: 10.1016/j.msec.2021.112252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 05/03/2021] [Accepted: 06/07/2021] [Indexed: 01/07/2023]
Abstract
Bone morphogenetic proteins (BMPs) are well known as enhancers and facilitators of osteogenesis during bone regeneration. The use of recombinant BMP-2 (rhBMP-2) in bone defect healing has drawbacks, which has driven the scouting for alternatives, such as recombinant BMP-9 (rhBMP-9), to provide comparable new bone formation. However, the dosage of rhBMP-9 is quintessential for the facilitation of adequate bone defect healing. Therefore, this study has been designed to evaluate the optimal dosage of BMP-9 by comparing the bone defect healing induced by rhBMP-9 over rhBMP-2. The chitosan (CS) microparticles (MPs), coated with BMPs, were embedded in a thermoresponsive methylcellulose (MC) and calcium alginate (Alg) based injectable delivery system containing a dosage of either 0.5 μg or 1.5 μg of the respective rhBMP per bone defect. A 5 mm critical-sized cranial defect rat model has been used in this study, and bone tissues were harvested at eight weeks post-surgery. The standard tools for comparing the new bone regeneration included micro computerized tomography (micro-CT) and histological analysis. A novel perspective of analyzing the new bone quality and crystallinity was employed by using Raman spectroscopy, along with its elastic modulus quantified through Atomic Force Microscopy (AFM). Results showed that the rhBMP-9 administered at a dosage of 1.5 μg per bone defect, using this delivery system, can adequately facilitate the bone void filling with ample new bone mineralization and crystallinity as compared to rhBMP-2, thus approving the hypothesis for a viable rhBMP-2 alternative.
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Affiliation(s)
- Bipin Gaihre
- Biomedical Engineering Program, Department of Bioengineering, College of Engineering, The University of Toledo, Toledo, OH 43607, USA
| | - Angshuman Bharadwaz
- Biomedical Engineering Program, Department of Bioengineering, College of Engineering, The University of Toledo, Toledo, OH 43607, USA
| | - Janitha M Unagolla
- Biomedical Engineering Program, Department of Bioengineering, College of Engineering, The University of Toledo, Toledo, OH 43607, USA
| | - Ambalangodage C Jayasuriya
- Biomedical Engineering Program, Department of Bioengineering, College of Engineering, The University of Toledo, Toledo, OH 43607, USA; Department of Orthopaedic Surgery, College of Medicine and Life Sciences, The University of Toledo, Toledo, OH 43614, USA.
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12
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Wang C, Ying J, Nie X, Zhou T, Xiao D, Swarnkar G, Abu-Amer Y, Guan J, Shen J. Targeting angiogenesis for fracture nonunion treatment in inflammatory disease. Bone Res 2021; 9:29. [PMID: 34099632 PMCID: PMC8184936 DOI: 10.1038/s41413-021-00150-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/20/2021] [Accepted: 02/01/2021] [Indexed: 02/05/2023] Open
Abstract
Atrophic fracture nonunion poses a significant clinical problem with limited therapeutic interventions. In this study, we developed a unique nonunion model with high clinical relevance using serum transfer-induced rheumatoid arthritis (RA). Arthritic mice displayed fracture nonunion with the absence of fracture callus, diminished angiogenesis and fibrotic scar tissue formation leading to the failure of biomechanical properties, representing the major manifestations of atrophic nonunion in the clinic. Mechanistically, we demonstrated that the angiogenesis defect observed in RA mice was due to the downregulation of SPP1 and CXCL12 in chondrocytes, as evidenced by the restoration of angiogenesis upon SPP1 and CXCL12 treatment in vitro. In this regard, we developed a biodegradable scaffold loaded with SPP1 and CXCL12, which displayed a beneficial effect on angiogenesis and fracture repair in mice despite the presence of inflammation. Hence, these findings strongly suggest that the sustained release of SPP1 and CXCL12 represents an effective therapeutic approach to treat impaired angiogenesis and fracture nonunion under inflammatory conditions.
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Affiliation(s)
- Cuicui Wang
- grid.4367.60000 0001 2355 7002Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO USA
| | - Jun Ying
- grid.4367.60000 0001 2355 7002Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO USA ,grid.417400.60000 0004 1799 0055Department of Orthopaedic Surgery, the First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China ,grid.417400.60000 0004 1799 0055Institute of Orthopaedics and Traumatology, the First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiaolei Nie
- grid.4367.60000 0001 2355 7002Department of Mechanical Engineering & Materials Science, School of Engineering, Washington University, St. Louis, MO USA
| | - Tianhong Zhou
- grid.4367.60000 0001 2355 7002Department of Mechanical Engineering & Materials Science, School of Engineering, Washington University, St. Louis, MO USA
| | - Ding Xiao
- grid.4367.60000 0001 2355 7002Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO USA
| | - Gaurav Swarnkar
- grid.4367.60000 0001 2355 7002Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO USA
| | - Yousef Abu-Amer
- grid.4367.60000 0001 2355 7002Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO USA ,grid.415840.c0000 0004 0449 6533Shriners Hospital for Children, St. Louis, MO USA
| | - Jianjun Guan
- grid.4367.60000 0001 2355 7002Department of Mechanical Engineering & Materials Science, School of Engineering, Washington University, St. Louis, MO USA
| | - Jie Shen
- grid.4367.60000 0001 2355 7002Department of Orthopaedic Surgery, School of Medicine, Washington University, St. Louis, MO USA
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13
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Improved prediction of femoral fracture toughness in mice by combining standard medical imaging with Raman spectroscopy. J Biomech 2021; 116:110243. [PMID: 33485148 DOI: 10.1016/j.jbiomech.2021.110243] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 09/13/2020] [Accepted: 01/03/2021] [Indexed: 12/12/2022]
Abstract
Bone fragility and fracture risk are assessed by measuring the areal bone mineral density (aBMD) using dual-energy X-ray absorptiometry (DXA). While aBMD correlates with bone strength, it is a poor predictor of fragility fracture risk. Alternatively, fracture toughness assesses the bone's resistance to crack propagation and fracture, making it a suitable bone quality metric. Here, we explored how femoral midshaft measurements from DXA, micro-computed tomography (µCT), and Raman spectroscopy could predict fracture toughness. We hypothesized that ovariectomy (OVX) decreases aBMD and fracture toughness compared to controls and we can optimize a multivariate assessment of bone quality by combining results from X-ray and Raman spectroscopy. Female mice underwent an OVX (n = 5) or sham (n = 5) surgery at 3 months of age. Femurs were excised 3 months after ovariectomy and assessed with Raman spectroscopy, µCT, and DXA. Subsequently, a notch was created on the anterior side of the mid-diaphysis of the femurs. Three-point bending induced a controlled fracture that initiated at the notch. The OVX mice had a significantly lower aBMD, cortical thickness, and fracture toughness when compared to controls (p < 0.05). A leave one out cross-validated (LOOCV) partial least squares regression (PLSR) model based only on the combination of aBMD and cortical thickness showed no significant predictive correlations with fracture toughness, whereas a PLSR model based on principal components derived from the full Raman spectra yielded significant prediction (r2 = 0.71, p < 0.05). Further, the PLSR model was improved by incorporating aBMD, cortical thickness, and principal components from Raman spectra (r2 = 0.92, p < 0.001). This exploratory study demonstrates combining X-ray with Raman spectroscopy leads to a more accurate assessment of bone fracture toughness and could be a useful diagnostic tool for the assessment of fragility fracture risk.
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14
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Quantitative and qualitative bone imaging: A review of synchrotron radiation microtomography analysis in bone research. J Mech Behav Biomed Mater 2020; 110:103887. [DOI: 10.1016/j.jmbbm.2020.103887] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 04/13/2020] [Accepted: 05/25/2020] [Indexed: 01/07/2023]
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15
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Colsoul N, Marin C, Corbeels K, Kerckhofs G, Van der Schueren B, Vandamme K. Alteration of the Condylar Oral Bone in Obese and Gastric Bypass Mice. Calcif Tissue Int 2020; 107:371-380. [PMID: 32740692 PMCID: PMC7497324 DOI: 10.1007/s00223-020-00732-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Accepted: 07/17/2020] [Indexed: 01/22/2023]
Abstract
Obesity is the main cause of type 2 diabetes mellitus (T2DM). Roux-en-Y gastric bypass (RYGB) surgery is an effective treatment for this obesity-related health problem. However, the adverse effects of T2DM on bone tissue persist or even aggravate after this surgical procedure. As studies on the mandibular condyle bone are scarce, the aim of the present study was to assess its compositional characteristics in T2DM and RYGB conditions. Thirty-two male C57BL/6 mice at 8 weeks of age were randomly assigned to receive either a high-fat or low-fat diet. After 14 weeks of high-fat diet intake, seven obese mice were subjected to RYGB surgery. All animals were euthanized at the age of 30 weeks. Mandibular bones were removed and the trabecular condyle region was assessed using Raman spectroscopy. A decreased mineralization was observed for both T2DM and RYGB condyle bones when compared to controls, with elevated carbonate substitutions for the RYGB group. No compositional differences in crystallinity and presence of advanced glycation end products were found between the groups, with the exception of an increased presence of N-carboxymethyl-lysine in RYGB bone compared to their T2DM counterpart. Site-specific measurements revealed a non-uniform bone composition, with increasing mineralization and carbonate substitutions towards the centre of the mandibular condyle. T2DM and RYGB surgery affect the mandibular condyle bone quality, as investigated at compositional level. Assessment of bone structural properties and remodelling should be carried out to further explore the effects of T2DM and RYGB surgery on this skeleton area.
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Affiliation(s)
- Nicolas Colsoul
- Biomaterials - BIOMAT, Department of Oral Health Sciences, KU Leuven, Leuven, Belgium
| | - Carlos Marin
- Biomaterials - BIOMAT, Department of Oral Health Sciences, KU Leuven, Leuven, Belgium
- Prometheus - Division of Skeletal Tissue Engineering Leuven, KU Leuven, Leuven, Belgium
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Center, KU Leuven, Leuven, Belgium
| | - Katrien Corbeels
- Department of Chronic Diseases, Metabolism and Ageing (CHROMETA), Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Greet Kerckhofs
- Prometheus - Division of Skeletal Tissue Engineering Leuven, KU Leuven, Leuven, Belgium
- Department of Material Science and Engineering, KU Leuven, Leuven, Belgium
- Biomechanics Lab, Institute of Mechanics, Materials, and Civil Engineering, UCLouvain, Louvain-la-Neuve, Belgium
- Institute for Experimental and Clinical Research, UClouvain, Woluwe, Belgium
| | - Bart Van der Schueren
- Department of Chronic Diseases, Metabolism and Ageing (CHROMETA), Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Katleen Vandamme
- Biomaterials - BIOMAT, Department of Oral Health Sciences, KU Leuven, Leuven, Belgium.
- Prometheus - Division of Skeletal Tissue Engineering Leuven, KU Leuven, Leuven, Belgium.
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16
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Taylor EA, Donnelly E. Raman and Fourier transform infrared imaging for characterization of bone material properties. Bone 2020; 139:115490. [PMID: 32569874 DOI: 10.1016/j.bone.2020.115490] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 06/08/2020] [Accepted: 06/11/2020] [Indexed: 12/12/2022]
Abstract
As the application of Raman spectroscopy to study bone has grown over the past decade, making it a peer technology to FTIR spectroscopy, it has become critical to understand their complimentary roles. Recent technological advancements have allowed these techniques to collect grids of spectra in a spatially resolved fashion to generate compositional images. The advantage of imaging with these techniques is that it allows the heterogenous bone tissue composition to be resolved and quantified. In this review we compare, for non-experts in the field of vibrational spectroscopy, the instrumentation and underlying physical principles of FTIR imaging (FTIRI) and Raman imaging. Additionally, we discuss the strengths and limitations of FTIR and Raman spectroscopy, address sample preparation, and discuss outcomes to provide researchers insight into which techniques are best suited for a given research question. We then briefly discuss previous applications of FTIRI and Raman imaging to characterize bone tissue composition and relationships of compositional outcomes with mechanical performance. Finally, we discuss emerging technical developments in FTIRI and Raman imaging which provide new opportunities to identify changes in bone tissue composition with disease, age, and drug treatment.
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Affiliation(s)
- Erik A Taylor
- Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, United States of America
| | - Eve Donnelly
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY, United States of America; Research division, Hospital for Special Surgery, New York, NY, United States of America.
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17
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Fayolle C, Labrune M, Berteau JP. Raman spectroscopy investigation shows that mineral maturity is greater in CD-1 than in C57BL/6 mice distal femurs after sexual maturity. Connect Tissue Res 2020; 61:409-419. [PMID: 30922120 DOI: 10.1080/03008207.2019.1601184] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Purpose/Aim of the study mice are the most often used pre-clinical lab models for studying the pathologies of bone mineralization. However, recent evidence suggests that two of the most often used mice strains (C57BL/6J and CD-1) might show differences in the bone mineralization process. This study sought to investigate the main compositional properties of bone tissue between nonpathological C57BL/6J and CD-1 murine knee joints. Materials and Methods : to this end, medial and lateral condylar subchondral bones and the adjacent diaphyseal cortical bone of 13 murine femurs (n = 7 C57BL/6J and n = 6 CD-1 at eight weeks old, just after sexual maturation) were analyzed with ex vivo Raman spectroscopy. Results : regardless of the bone tissue analyzed, our results showed that CD-1 laboratory mice present a more mature mineral phase than C57BL/6J laboratory mice, but present no difference in maturity of the collagen phase. For both strains, the subchondral bone of the medial condylar and cortical bone from the diaphysis have similar compositional properties, and CD-1 presents less variation than C57BL/6J. Furthermore, we depict a novel parametric relationship between the crystallinity and carbonate-to-amide-I ratio that might help in deciphering the mineral maturation process that occurs during bone's mineralization. Conclusions : Our results suggest that the timing of bone maturation might be different between non-pathological C57BL/6J and CD-1 murine knee femurs.
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Affiliation(s)
- Clémence Fayolle
- Department of Physical Therapy, City University of New York, College of Staten Island , New York, NY, USA.,Department of Biomedical Engineering, Compiegne, Sorbonne University, Universite Technologique de Compiegne , France
| | - Mélody Labrune
- Department of Physical Therapy, City University of New York, College of Staten Island , New York, NY, USA.,Department of Biomedical Engineering, Compiegne, Sorbonne University, Universite Technologique de Compiegne , France
| | - Jean-Philippe Berteau
- Department of Physical Therapy, City University of New York, College of Staten Island , New York, NY, USA.,New York Center for Biomedical Engineering, City University of New York, City College , New York, NY, USA.,Nanoscience Initiatives, Advanced Science Research Center, City University of New York, City College , New York, NY, USA
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18
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Assessment of Renal Osteodystrophy via Computational Analysis of Label-free Raman Detection of Multiple Biomarkers. Diagnostics (Basel) 2020; 10:diagnostics10020079. [PMID: 32023980 PMCID: PMC7168928 DOI: 10.3390/diagnostics10020079] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 01/27/2020] [Accepted: 01/29/2020] [Indexed: 01/19/2023] Open
Abstract
Accurate clinical evaluation of renal osteodystrophy (ROD) is currently accomplished using invasive in vivo transiliac bone biopsy, followed by in vitro histomorphometry. In this study, we demonstrate that an alternative method for ROD assessment is through a fast, label-free Raman recording of multiple biomarkers combined with computational analysis for predicting the minimally required number of spectra for sample classification at defined accuracies. Four clinically relevant biomarkers: the mineral-to-matrix ratio, the carbonate-to-matrix ratio, phenylalanine, and calcium contents were experimentally determined and simultaneously considered as input to a linear discriminant analysis (LDA). Additionally, sample evaluation was performed with a linear support vector machine (LSVM) algorithm, with a 300 variable input. The computed probabilities based on a single spectrum were only marginally different (~80% from LDA and ~87% from LSVM), both providing an unacceptable classification power for a correct sample assignment. However, the Type I and Type II assignment errors confirm that a relatively small number of independent spectra (7 spectra for Type I and 5 spectra for Type II) is necessary for a p < 0.05 error probability. This low number of spectra supports the practicality of future in vivo Raman translation for a fast and accurate ROD detection in clinical settings.
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19
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Fauch L, Palander A, Dekker H, Schulten EA, Koistinen A, Kullaa A, Keinänen M. Narrowband-autofluorescence imaging for bone analysis. BIOMEDICAL OPTICS EXPRESS 2019; 10:2367-2382. [PMID: 31149377 PMCID: PMC6524578 DOI: 10.1364/boe.10.002367] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 02/28/2019] [Accepted: 03/07/2019] [Indexed: 06/09/2023]
Abstract
We present a new autofluorescence-imaging method for bone analysis. This method, based on the autofluorescence of bone, provides color images in microscopic scale. The color images are created from three monochrome images acquired with optimal excitation- and emission-wavelengths combinations. The choice of these combinations were determined from the study of two-dimensional distributions of bone-features-bispectral autofluorescence in the visible- and ultraviolet-spectral range. We demonstrate that main-bone features visualized with MG-staining method can also be visualized in the autofluorescence-color image. Furthermore, the autofluorescence-color image presents features hardly distinguished in a histological-bone section.
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Affiliation(s)
- Laure Fauch
- SIB Labs, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Co-first authors with equal contribution
- Co-first authors with equal contribution
| | - Anni Palander
- Institute of Dentistry, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Co-first authors with equal contribution
| | - Hannah Dekker
- Department of Oral and Maxillofacial Surgery/Oral Pathology, Vrije Universiteit VU University Medical Center/Academic Centre for Dentistry Amsterdam (ACTA), P.O. Box 7057, Amsterdam, The Netherlands
| | - Engelbert Ajm Schulten
- Department of Oral and Maxillofacial Surgery/Oral Pathology, Vrije Universiteit VU University Medical Center/Academic Centre for Dentistry Amsterdam (ACTA), P.O. Box 7057, Amsterdam, The Netherlands
| | - Arto Koistinen
- SIB Labs, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Arja Kullaa
- SIB Labs, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Institute of Dentistry, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Research Group of Oral Health Sciences, Faculty of Medicine, P.O. Box 8000, 90014 Oulu, Finland
| | - Markku Keinänen
- Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 111, 80100 Joensuu, Finland
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20
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Raman spectroscopy applications in rheumatology. Lasers Med Sci 2019; 34:827-834. [DOI: 10.1007/s10103-019-02719-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Accepted: 01/10/2019] [Indexed: 12/27/2022]
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21
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Paolillo FR, Romano RA, de Matos L, Martin AA, Guimarães FEG, de Castro Neto JC, Bagnato VS. Short-term and long-term effects of osteoporosis on incisor teeth and femoral bones evaluated by Raman spectroscopy and energy dispersive X-ray analysis in ovariectomized rats. J Bone Miner Metab 2019; 37:18-27. [PMID: 29344812 DOI: 10.1007/s00774-018-0903-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 01/04/2018] [Indexed: 01/05/2023]
Abstract
There are few published data on the relationship between loss of bone mass due to osteoporosis and poor tooth quality. This study analyzed the effects of osteoporosis on incisor teeth and femoral bones using optical techniques in rats. Twenty female Wistar rats aged 6 months (n = 20) were randomized into two groups: control group, non-ovariectomized rats (n = 10); ovariectomy group, ovariectomized rats to induce osteoporosis (n = 10). Each group was subdivided randomly into two groups containing five rats each as follows. Control group 1: non-ovariectomized rats euthanized at the age of 9 or 3 months post-ovariectomy (n = 5); Control group 2: non-ovariectomized rats euthanized at the age of 1 year or 6 months post-ovariectomy (n = 5); ovariectomy group 1: ovariectomized rats euthanized at the age of 9 months or 3 months post-ovariectomy (n = 5); ovariectomy group 2: ovariectomized rats euthanized at the age of 1 year or 6 months post-ovariectomy (n = 5). The incisor teeth and femoral bones of Wistar rats were removed to perform Raman spectroscopy using an excitation laser at 785 nm. In addition, an energy-dispersive X-ray spectrometer system was used to evaluate calcium (Ca) and phosphorus (P). The main findings included significant changes (p < 0.05) for phosphate and carbonate band areas for both incisor teeth and femur bones. In addition, there was significant negative correlation between the P concentration and phosphate/carbonate ratio (lower P content-larger ratio, p < 0.05) for incisor teeth and femoral bones. The proline and CH2 wag band areas were significantly reduced only for the incisor teeth (p < 0.05). Therefore, Raman spectroscopy assessed the compositional, physicochemical and structural changes in hard tissue. The current study also pointed out the possible action mechanisms of these changes, bone fracture risk and dental fragility. It is important to emphasize that poor dental quality may also occur due to osteoporosis.
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Affiliation(s)
- Fernanda Rossi Paolillo
- Optics Group from São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Av. Trabalhador Sãocarlense, 400, Centro, São Carlos, SP, CEP 13560-970, Brazil.
| | - Renan Arnon Romano
- Optics Group from São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Av. Trabalhador Sãocarlense, 400, Centro, São Carlos, SP, CEP 13560-970, Brazil
| | - Luciana de Matos
- Optics Group from São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Av. Trabalhador Sãocarlense, 400, Centro, São Carlos, SP, CEP 13560-970, Brazil
| | - Airton Abrahão Martin
- Department of Physics from Federal University of Piauí (UFPI), Campus Universitário Ministro Petrônio Portella, Bairro Ininga, Teresina, Bairro Ininga, Teresina, PI 64049-550, Brazil
- Department of Biomedical Engineering from Brazil University (UnBr), Rua Carolina Fonseca, 584, Itaquera, SP, Brazil
| | - Francisco Eduardo Gontijo Guimarães
- Optics Group from São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Av. Trabalhador Sãocarlense, 400, Centro, São Carlos, SP, CEP 13560-970, Brazil
| | - Jarbas Caiado de Castro Neto
- Optics Group from São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Av. Trabalhador Sãocarlense, 400, Centro, São Carlos, SP, CEP 13560-970, Brazil
| | - Vanderlei Salvador Bagnato
- Optics Group from São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Av. Trabalhador Sãocarlense, 400, Centro, São Carlos, SP, CEP 13560-970, Brazil
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22
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Shu C, Chen K, Lynch M, Maher JR, Awad HA, Berger AJ. Spatially offset Raman spectroscopy for in vivo bone strength prediction. BIOMEDICAL OPTICS EXPRESS 2018; 9:4781-4791. [PMID: 30319902 PMCID: PMC6179397 DOI: 10.1364/boe.9.004781] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 08/30/2018] [Accepted: 08/31/2018] [Indexed: 05/08/2023]
Abstract
Bone strength is a worldwide health concern. Although multiple techniques have been developed to evaluate bone quality, there are still gaps to be filled. Here we report a non-invasive approach for the prediction of bone strength in vivo using spatially offset Raman spectroscopy. Raman spectra were acquired transcutaneously from the tibiae of mice from 4 to 23 weeks old and subsequently on the exposed bones. Partial least squares regression was applied to generate predictions of the areal bone mineral density (aBMD), volumetric bone mineralization density (vBMD), and maximum torque (MT) of each tibia as quantified by dual-energy X-ray absorptiometry, microCT imaging, and biomechanical tests, respectively. Significant correlations were observed between Raman spectral predictions and the reference values in all three categories. To our knowledge, this is the first demonstration of Raman spectroscopy predicting a biomechanical bone parameter (MT) in vivo with an uncertainty much smaller than the spread in the reference values.
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Affiliation(s)
- Chi Shu
- The Institute of Optics, University of Rochester, 275 Hutchison Rd, Rochester, NY 14620, USA
- Contributed equally to this work and should be considered joint first authors
| | - Keren Chen
- The Institute of Optics, University of Rochester, 275 Hutchison Rd, Rochester, NY 14620, USA
- Contributed equally to this work and should be considered joint first authors
| | - Maria Lynch
- University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY 14642, USA
- Department of Biomedical Engineering, University of Rochester, Rochester, NY 14627, USA
| | - Jason R. Maher
- The Institute of Optics, University of Rochester, 275 Hutchison Rd, Rochester, NY 14620, USA
| | - Hani A. Awad
- University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY 14642, USA
- Department of Biomedical Engineering, University of Rochester, Rochester, NY 14627, USA
| | - Andrew J. Berger
- The Institute of Optics, University of Rochester, 275 Hutchison Rd, Rochester, NY 14620, USA
- Department of Biomedical Engineering, University of Rochester, Rochester, NY 14627, USA
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23
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Shi C, Mandair GS, Zhang H, Vanrenterghem GG, Ridella R, Takahashi A, Zhang Y, Kohn DH, Morris MD, Mishina Y, Sun H. Bone morphogenetic protein signaling through ACVR1 and BMPR1A negatively regulates bone mass along with alterations in bone composition. J Struct Biol 2018; 201:237-246. [PMID: 29175363 PMCID: PMC5820174 DOI: 10.1016/j.jsb.2017.11.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Revised: 11/21/2017] [Accepted: 11/22/2017] [Indexed: 12/19/2022]
Abstract
Bone quantity and bone quality are important factors in determining the properties and the mechanical functions of bone. This study examined the effects of disrupting bone morphogenetic protein (BMP) signaling through BMP receptors on bone quantity and bone quality. More specifically, we disrupted two BMP receptors, Acvr1 and Bmpr1a, respectively, in Osterix-expressing osteogenic progenitor cells in mice. We examined the structural changes to the femora from 3-month old male and female conditional knockout (cKO) mice using micro-computed tomography (micro-CT) and histology, as well as compositional changes to both cortical and trabecular compartments of bone using Raman spectroscopy. We found that the deletion of Acvr1 and Bmpr1a, respectively, in an osteoblast-specific manner resulted in higher bone mass in the trabecular compartment. Disruption of Bmpr1a resulted in a more significantly increased bone mass in the trabecular compartment. We also found that these cKO mice showed lower mineral-to-matrix ratio, while tissue mineral density was lower in the cortical compartment. Collagen crosslink ratio was higher in both cortical and trabecular compartments of male cKO mice. Our study suggested that BMP signaling in osteoblast mediated by BMP receptors, namely ACVR1 and BMPR1A, is critical in regulating bone quantity and bone quality.
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Affiliation(s)
- Ce Shi
- Department of Oral Pathology, School and Hospital of Stomatology, Jilin University, 1500 Qinghua Road, Changchun 130000, China; Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - Gurjit S Mandair
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - Honghao Zhang
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - Gloria G Vanrenterghem
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - Ryan Ridella
- Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann Arbor, MI 48108-1055, USA
| | - Akira Takahashi
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - Yanshuai Zhang
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - David H Kohn
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA; Biomedical Engineering College of Engineering, University of Michigan, MI 48109-2110, USA.
| | - Michael D Morris
- Department of Chemistry, University of Michigan, 930 N. University Avenue, Ann Arbor, MI 48108-1055, USA.
| | - Yuji Mishina
- Department of Biologic and Materials Sciences, University of Michigan, School of Dentistry, 1011 N. University Avenue, Ann Arbor, MI 48109-1078, USA.
| | - Hongchen Sun
- Department of Oral Pathology, School and Hospital of Stomatology, Jilin University, 1500 Qinghua Road, Changchun 130000, China.
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Mutant cartilage oligomeric matrix protein (COMP) compromises bone integrity, joint function and the balance between adipogenesis and osteogenesis. Matrix Biol 2018; 67:75-89. [PMID: 29309831 DOI: 10.1016/j.matbio.2017.12.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Revised: 12/23/2017] [Accepted: 12/27/2017] [Indexed: 12/23/2022]
Abstract
Mutations in COMP (cartilage oligomeric matrix protein) cause severe long bone shortening in mice and humans. Previously, we showed that massive accumulation of misfolded COMP in the ER of growth plate chondrocytes in our MT-COMP mouse model of pseudoachondroplasia (PSACH) causes premature chondrocyte death and loss of linear growth. Premature chondrocyte death results from activation of oxidative stress and inflammation through the CHOP-ER pathway and is reduced by removing CHOP or by anti-inflammatory or antioxidant therapies. Although the mutant COMP chondrocyte pathologic mechanism is now recognized, the effect of mutant COMP on bone quality and joint health (laxity) is largely unknown. Applying multiple analytic approaches, we describe a novel mechanism by which the deleterious consequences of mutant COMP retention results in upregulation of miR-223 disturbing the adipogenesis - osteogenesis balance. This results in reduction in bone mineral density, bone quality, mechanical strength and subchondral bone thickness. These, in addition to abnormal patterns of ossification at the ends of the femoral bones likely contribute to precocious osteoarthritis (OA) of the hips and knees in the MT-COMP mouse and PSACH. Moreover, joint laxity is compromised by abnormally thin ligaments. Altogether, these novel findings align with the PSACH phenotype of delayed ossification and bone age, extreme joint laxity and joint erosion, and extend our understanding of the underlying processes that affect bone in PSACH. These results introduce a novel finding that miR-223 is involved in the ossification defect in MT-COMP mice making it a therapeutic target.
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25
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Zhang C, Winnard PT, Dasari S, Kominsky SL, Doucet M, Jayaraman S, Raman V, Barman I. Label-free Raman spectroscopy provides early determination and precise localization of breast cancer-colonized bone alterations. Chem Sci 2017; 9:743-753. [PMID: 29629144 PMCID: PMC5869989 DOI: 10.1039/c7sc02905e] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Accepted: 11/14/2017] [Indexed: 12/13/2022] Open
Abstract
Raman spectral markers offer new routes to recognition of biomolecular alterations at sites of nascent and progressing metastatic cancer in bone.
Breast neoplasms frequently colonize bone and induce development of osteolytic bone lesions by disrupting the homeostasis of the bone microenvironment. This degenerative process can lead to bone pain and pathological bone fracture, a major cause of cancer morbidity and diminished quality of life, which is exacerbated by our limited ability to monitor early metastatic disease in bone and assess fracture risk. Spurred by its label-free, real-time nature and its exquisite molecular specificity, we employed spontaneous Raman spectroscopy to assess and quantify early metastasis driven biochemical alterations to bone composition. As early as two weeks after intracardiac inoculations of MDA-MB-435 breast cancer cells in NOD-SCID mice, Raman spectroscopic measurements in the femur and spine revealed consistent changes in carbonate substitution, overall mineralization as well as crystallinity increase in tumor-bearing bones when compared with their normal counterparts. Our observations reveal the possibility of early stage detection of biochemical changes in the tumor-bearing bones – significantly before morphological variations are captured through radiographic diagnosis. This study paves the way for a better molecular understanding of altered bone remodeling in such metastatic niches, and for further clinical studies with the goal of establishing a non-invasive tool for early metastasis detection and prediction of pathological fracture risk in breast cancer.
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Affiliation(s)
- Chi Zhang
- Department of Mechanical Engineering , Johns Hopkins University , Whiting School of Engineering , Latrobe Hall 103 , Baltimore , MD 21218 , USA . ; Tel: +1-410-516-0656
| | - Paul T Winnard
- Division of Cancer Imaging Research , Russell H. Morgan Department of Radiology and Radiological Science , Johns Hopkins University School of Medicine , 720 Rutland Avenue, Rm 340 Traylor Building , Baltimore , MD , USA 21205 . ; Tel: +1-410-955-7492
| | - Sidarth Dasari
- Indiana University School of Medicine , Indianapolis , IN , USA
| | - Scott L Kominsky
- Department of Orthopaedic Surgery , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Michele Doucet
- Department of Orthopaedic Surgery , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Swaathi Jayaraman
- Department of Orthopaedic Surgery , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Venu Raman
- Division of Cancer Imaging Research , Russell H. Morgan Department of Radiology and Radiological Science , Johns Hopkins University School of Medicine , 720 Rutland Avenue, Rm 340 Traylor Building , Baltimore , MD , USA 21205 . ; Tel: +1-410-955-7492.,Department of Oncology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Ishan Barman
- Department of Mechanical Engineering , Johns Hopkins University , Whiting School of Engineering , Latrobe Hall 103 , Baltimore , MD 21218 , USA . ; Tel: +1-410-516-0656.,Department of Oncology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
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26
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Feng G, Ochoa M, Maher JR, Awad HA, Berger AJ. Sensitivity of spatially offset Raman spectroscopy (SORS) to subcortical bone tissue. JOURNAL OF BIOPHOTONICS 2017; 10:990-996. [PMID: 28464501 PMCID: PMC5971662 DOI: 10.1002/jbio.201600317] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Revised: 02/15/2017] [Accepted: 02/28/2017] [Indexed: 05/04/2023]
Abstract
The development of spatially offset Raman spectroscopy (SORS) has enabled deep, non-invasive chemical characterization of turbid media. Here, we use SORS to measure subcortical bone tissue and depth-resolved biochemical variability in intact, exposed murine bones. We also apply the technique to study a mouse model of the genetic bone disorder osteogenesis imperfecta. The results suggest that SORS is more sensitive to disease-related biochemical differences in subcortical trabecular bone and marrow than conventional Raman measurements.
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Affiliation(s)
- Guanping Feng
- University of Rochester, The Institute of Optics, 275 Hutchinson Road, Rochester, New York 14627
| | - Marien Ochoa
- University of Rochester, The Institute of Optics, 275 Hutchinson Road, Rochester, New York 14627
- University of Rochester, Department of Biomedical Engineering, 207 Robert B. Goergen Hall, Rochester, New York 14627
| | - Jason R. Maher
- University of Rochester, The Institute of Optics, 275 Hutchinson Road, Rochester, New York 14627
| | - Hani A. Awad
- University of Rochester, Department of Biomedical Engineering, 207 Robert B. Goergen Hall, Rochester, New York 14627
- University of Rochester Medical Center, The Center for Musculoskeletal Research, 601 Elmwood Avenue, Rochester, New York 14642
| | - Andrew J. Berger
- University of Rochester, The Institute of Optics, 275 Hutchinson Road, Rochester, New York 14627
- University of Rochester, Department of Biomedical Engineering, 207 Robert B. Goergen Hall, Rochester, New York 14627
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27
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Raman Plus X: Biomedical Applications of Multimodal Raman Spectroscopy. SENSORS 2017; 17:s17071592. [PMID: 28686212 PMCID: PMC5539739 DOI: 10.3390/s17071592] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 07/04/2017] [Accepted: 07/04/2017] [Indexed: 12/11/2022]
Abstract
Raman spectroscopy is a label-free method of obtaining detailed chemical information about samples. Its compatibility with living tissue makes it an attractive choice for biomedical analysis, yet its translation from a research tool to a clinical tool has been slow, hampered by fundamental Raman scattering issues such as long integration times and limited penetration depth. In this review we detail the how combining Raman spectroscopy with other techniques yields multimodal instruments that can help to surmount the translational barriers faced by Raman alone. We review Raman combined with several optical and non-optical methods, including fluorescence, elastic scattering, OCT, phase imaging, and mass spectrometry. In each section we highlight the power of each combination along with a brief history and presentation of representative results. Finally, we conclude with a perspective detailing both benefits and challenges for multimodal Raman measurements, and give thoughts on future directions in the field.
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28
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Hernandez CJ, van der Meulen MC. Understanding Bone Strength Is Not Enough. J Bone Miner Res 2017; 32:1157-1162. [PMID: 28067411 PMCID: PMC5466476 DOI: 10.1002/jbmr.3078] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 01/04/2017] [Accepted: 01/05/2017] [Indexed: 11/07/2022]
Abstract
Increases in fracture risk beyond what are expected from bone mineral density (BMD) are often attributed to poor "bone quality," such as impaired bone tissue strength. Recent studies, however, have highlighted the importance of tissue material properties other than strength, such as fracture toughness. Here we review the concepts behind failure properties other than strength and the physical mechanisms through which they cause mechanical failure: strength describes failure from a single overload; fracture toughness describes failure from a modest load combined with a preexisting flaw or damage; and fatigue strength describes failure from thousands to millions of cycles of small loads. In bone, these distinct failure mechanisms appear to be more common in some clinical fractures than others. For example, wrist fractures are usually the result of a single overload, the failure mechanism dominated by bone strength, whereas spinal fractures are rarely the result of a single overload, implicating multiple loading cycles and increased importance of fatigue strength. The combination of tissue material properties and failure mechanisms that lead to fracture represent distinct mechanistic pathways, analogous to molecular pathways used to describe cell signaling. Understanding these distinct mechanistic pathways is necessary because some characteristics of bone tissue can increase fracture risk by impairing fracture toughness or fatigue strength without impairing bone tissue strength. Additionally, mechanistic pathways to failure associated with fracture toughness and fatigue involve multiple loading events over time, raising the possibility that a developing fracture could be detected and interrupted before overt failure of a bone. Over the past two decades there have been substantial advancements in fracture prevention by understanding bone strength and fractures caused by a single load, but if we are to improve fracture risk prevention beyond what is possible now, we must consider material properties other than strength. © 2017 American Society for Bone and Mineral Research.
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Affiliation(s)
- Christopher J Hernandez
- Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA
- Meinig School of Biomedical Engineering, Cornell University, Ithaca NY, USA
- Hospital for Special Surgery, NY, NY, USA
| | - Marjolein Ch van der Meulen
- Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA
- Meinig School of Biomedical Engineering, Cornell University, Ithaca NY, USA
- Hospital for Special Surgery, NY, NY, USA
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29
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Raman Spectroscopic Analyses of Jaw Periosteal Cell Mineralization. Stem Cells Int 2017; 2017:1651376. [PMID: 28232849 PMCID: PMC5292402 DOI: 10.1155/2017/1651376] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Revised: 11/11/2016] [Accepted: 12/18/2016] [Indexed: 01/16/2023] Open
Abstract
To achieve safer patient treatments, serum-free cell culture conditions have to be established for cell therapies. In previous studies, we demonstrated that serum-free culture favored the proliferation of MSCA-1+ osteoprogenitors derived from the jaw periosteum. In this study, the in vitro formation of bone-specific matrix by MSCA-1+ jaw periosteal cells (JPCs, 3 donors) was assessed and compared under serum-free and serum-containing media conditions using the marker-free Raman spectroscopy. Based on a standard fluorescence assay, JPCs from one patient were not able to mineralize under serum-containing culture conditions, whereas the other cells showed similar mineralization levels under both conditions. Raman spectra from mineralizing MSCA-1+ JPCs revealed higher levels of hydroxyapatite formation and higher mineral to matrix ratios under serum-free culture conditions. Higher carbonate to phosphate ratios and higher crystallinity in JPCs cultured under serum-containing conditions indicated immature bone formation. Due to reduced collagen production under serum-free conditions, we obtained significant differences in collagen maturity and proline to hydroxyproline ratios compared to serum-free conditions. We conclude that Raman spectroscopy is a useful tool for the assessment and noninvasive monitoring of in vitro mineralization of osteoprogenitor cells. Further studies should extend this knowledge and improve JPC mineralization by optimizing culture conditions.
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30
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Smith SJ, Emery R, Pitsillides A, Clarkin CE, Mahajan S. Detection of early osteogenic commitment in primary cells using Raman spectroscopy. Analyst 2017; 142:1962-1973. [DOI: 10.1039/c6an02469f] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Raman spectroscopy as a simple and sensitive method to measure early osteogenic responses in primary cultures of bone cells is presented.
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Affiliation(s)
| | - Roger Emery
- Division of Surgery
- Reproductive Biology and Anaesthetics
- Imperial College London
- UK
| | | | | | - Sumeet Mahajan
- Department of Chemistry and the Institute for Life Sciences
- University of Southampton
- UK
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31
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Ross RD, Mashiatulla M, Acerbo AS, Almer JD, Miller LM, Johnson ML, Sumner DR. HBM Mice Have Altered Bone Matrix Composition and Improved Material Toughness. Calcif Tissue Int 2016; 99:384-95. [PMID: 27230741 PMCID: PMC7376697 DOI: 10.1007/s00223-016-0154-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 05/12/2016] [Indexed: 01/22/2023]
Abstract
The G171V mutation in the low-density lipoprotein receptor-related protein 5 (LRP5) leads to a high bone mass (HBM) phenotype. Studies using HBM transgenic mouse models have consistently found increased bone mass and whole-bone strength, but little attention has been paid to the composition of the bone matrix. The current study sought to determine if the cortical bone matrix composition differs in HBM and wild-type mice and to determine how much of the variance in bone material properties is explained by variance in matrix composition. Consistent with previous studies, HBM mice had greater cortical area, moment of inertia, ultimate force, bending stiffness, and energy to failure than wild-type animals. The increased energy to failure was primarily caused by a large increase in post-yield behavior, with no difference in pre-yield behavior. The HBM mice had increased mineral-to-matrix and collagen cross-link ratios, and decreased crystallinity, carbonate, and acid phosphate substitution as measured by Fourier transform infrared microspectroscopy, but no differences in crystal length, intra-fibular strains, and mineral spacing compared to wild-type controls, as measured by X-ray scattering. The largest between genotype difference in material properties was a twofold increase in the modulus of toughness in HBM mice. Step-wise regression analyses showed that the specific matrix compositional parameters most closely associated with material properties varied between the wild-type and HBM genotypes. Although the mechanisms controlling the paradoxical combination of more mineralized yet tougher bone in HBM mice remain to be fully explained, the findings suggest that LRP5 represents a target to not only build bone mass but also to improve bone quality.
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Affiliation(s)
- Ryan D Ross
- Department of Anatomy & Cell Biology, Rush University Medical Center, 600 South Paulina, Suite 507, Chicago, IL, 60612, USA.
| | - Maleeha Mashiatulla
- Department of Anatomy & Cell Biology, Rush University Medical Center, 600 South Paulina, Suite 507, Chicago, IL, 60612, USA
- Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, USA
| | - Alvin S Acerbo
- Center for Advanced Radiation Sources, The University of Chicago, Chicago, IL, USA
- National Synchrotron Light Source, Brookhaven National Laboratory, Upton, NY, USA
| | - Jonathan D Almer
- X-ray Science Division, Argonne National Laboratory, Argonne, IL, USA
| | - Lisa M Miller
- National Synchrotron Light Source, Brookhaven National Laboratory, Upton, NY, USA
| | - Mark L Johnson
- Department of Oral Biology, School of Dentistry, University of Missouri-Kansas City, Kansas City, MO, USA
| | - D Rick Sumner
- Department of Anatomy & Cell Biology, Rush University Medical Center, 600 South Paulina, Suite 507, Chicago, IL, 60612, USA
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL, USA
- Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, USA
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32
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Koletsi D, Eliades T, Zinelis S, Bourauel C, Eliades G. Disease and functional loading effect on the structural conformation and mechanical properties of the mandibular condyle in a transgenic rheumatoid arthritis murine model: an experimental study. Eur J Orthod 2016; 38:615-620. [PMID: 26888831 DOI: 10.1093/ejo/cjw010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
AIM The aim of the present study was to investigate the effect of rheumatoid arthritis (RA) and functional loading through diet modification on the structural conformation and the mechanical properties of the mandibular condyle in a transgenic mouse model and compare to healthy littermates. MATERIALS AND METHODS Four-week-old hybrid male mice from mixed background CBAxC57BL/6 were used. Four groups of animals were formed consisting of five animals each, either presenting RA (transgenic line hTNF 197), or wild-type (control), half receiving ordinary (hard) diet and half receiving soft diet within each category. Following sacrifice, resin-embedded and metallographically polished condylar specimens were evaluated employing scanning electron microscopy/ Energy dispersive x-ray spectroscopy and also tested for mechanical properties, through Vickers microhardness (HV100) measurements. RESULTS The multivariable analysis revealed significantly lower HV100 values for the RA groups after adjusting for diet (β = -10; 95% confidence interval: -16, -4; P = 0.001), while functional loading through diet modification did not appear as a significant predictor of the outcome. CONCLUSIONS There was evidence of compromised mechanical properties of the mandibular condylar bone for the diseased animals, whereas no association between functional loading and mechanical properties of the condyle could be established.
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Affiliation(s)
- Despina Koletsi
- Department of Oral Technology, School of Dentistry, University of Bonn, Germany, Departments of.,Orthodontics and.,Dental Biomaterials, School of Dentistry, University of Athens, Greece, and
| | - Theodore Eliades
- Clinic of Orthodontics and Paediatric Dentistry, Center of Dental Medicine, University of Zurich, Switzerland
| | - Spiros Zinelis
- Dental Biomaterials, School of Dentistry, University of Athens, Greece, and
| | - Christoph Bourauel
- Department of Oral Technology, School of Dentistry, University of Bonn, Germany, Departments of
| | - George Eliades
- Dental Biomaterials, School of Dentistry, University of Athens, Greece, and
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Koletsi D, Eliades T, Zinelis S, Makou M, Bourauel C, Eliades G. The effect of rheumatoid arthritis and functional loading on the structure of the mandibular condyle in a transgenic mouse model: An FTIR study. Arch Oral Biol 2015; 61:44-52. [PMID: 26513681 DOI: 10.1016/j.archoralbio.2015.10.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 10/06/2015] [Indexed: 01/05/2023]
Abstract
OBJECTIVE The objective of the present study was to investigate the effect of rheumatoid arthritis and functional loading through diet modification on the biochemical properties of the mandibular condyle in a transgenic mouse model and compare with healthy littermates. DESIGN Twenty three, 4-week old hybrid male mice were used. Eleven were of transgenic line hTNF 197 (Tg 197 - with rheumatoid arthritis - RA) and 12 healthy littermates, both from mixed background CBAxC57BL/6. Four groups of mice were formed. Group 1 [n =5, RA-hard] included transgenic mice and received ordinary (hard) diet; group 2 [n=6, RA-soft] included transgenic line and received soft diet; group 3 [n=6, control-hard] were healthy littermates receiving ordinary (hard) diet and group 4 [n=6, control-soft] were healthy littermates with soft diet. Experimental period was 28 days. Following sacrifice, the mandibular condyles were subjected to micro-attenuated reflection Fourier transform infrared spectroscopy (micro-ATR FTIR) to reveal collagen/proteoglycan conformation of the condylar cartilage, while resin-embedded and metallographically polished specimens were evaluated through reflection FTIR microscopy to identify mineralization status of the corresponding condylar bone. RESULTS The multivariable analysis revealed significantly lower a-helix to amide I percentage area ratio for the transgenic animals after adjusting for diet (β=-4.29, 95% CIs: -8.52, -0.06; p=0.04). Mineral phase indices did not differ significantly between RA and control groups regardless the type of diet. CONCLUSIONS Internal derangement of the anatomical structure with denaturation in the collagen structural components of the mandibular condyles of the RA animals was found, while no association with functional loading through diet modification was recorded.
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Affiliation(s)
- Despina Koletsi
- Department of Orthodontics, School of Dentistry, University of Athens, Thivon 2, 11527 Goudi, Athens, Greece; Endowed Chair of Oral Technology, School of Dentistry, University of Bonn, Welschnonnenstraβe 17, 53111 Bonn, Germany
| | - Theodore Eliades
- Clinic of Orthodontics and Paediatric Dentistry, Center of Dental Medicine, University of Zurich, Plattenstrasse 11, CH-8032 Zurich, Switzerland.
| | - Spiros Zinelis
- Clinic of Orthodontics and Paediatric Dentistry, Center of Dental Medicine, University of Zurich, Plattenstrasse 11, CH-8032 Zurich, Switzerland; Department of Dental Biomaterials, School of Dentistry, University of Athens, Thivon 2, 11527 Goudi, Athens, Greece
| | - Margarita Makou
- Department of Orthodontics, School of Dentistry, University of Athens, Thivon 2, 11527 Goudi, Athens, Greece
| | - Christoph Bourauel
- Endowed Chair of Oral Technology, School of Dentistry, University of Bonn, Welschnonnenstraβe 17, 53111 Bonn, Germany
| | - George Eliades
- Department of Dental Biomaterials, School of Dentistry, University of Athens, Thivon 2, 11527 Goudi, Athens, Greece
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Maher JR, Chuchuen O, Henderson MH, Kim S, Rinehart MT, Kashuba ADM, Wax A, Katz DF. Co-localized confocal Raman spectroscopy and optical coherence tomography (CRS-OCT) for depth-resolved analyte detection in tissue. BIOMEDICAL OPTICS EXPRESS 2015; 6:2022-35. [PMID: 26114026 PMCID: PMC4473741 DOI: 10.1364/boe.6.002022] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Revised: 05/01/2015] [Accepted: 05/04/2015] [Indexed: 05/21/2023]
Abstract
We report the development of a combined confocal Raman spectroscopy (CRS) and optical coherence tomography (OCT) instrument (CRS-OCT) capable of measuring analytes in targeted biological tissues with sub-100-micron spatial resolution. The OCT subsystem was used to measure depth-resolved tissue morphology and guide the acquisition of chemically-specific Raman spectra. To demonstrate its utility, the instrument was used to accurately measure depth-resolved, physiologically-relevant concentrations of Tenofovir, a microbicide drug used to prevent the sexual transmission of HIV, in ex vivo tissue samples.
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Affiliation(s)
- Jason R. Maher
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Oranat Chuchuen
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Marcus H. Henderson
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Sanghoon Kim
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Matthew T. Rinehart
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - Angela D. M. Kashuba
- University of North Carolina Eshelman School of Pharmacy and University of North Carolina Center for AIDS Research, University of North Carolina, Chapel Hill, NC, USA
- Department of Infectious Diseases, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Adam Wax
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
| | - David F. Katz
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
- Department of Obstetrics and Gynecology, Duke University, Durham, NC 27708, USA
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Sivakumar S, Khatiwada CP, Sivasubramanian J. Studies the alterations of biochemical and mineral contents in bone tissue of mus musculus due to aluminum toxicity and the protective action of desferrioxamine and deferiprone by FTIR, ICP-OES, SEM and XRD techniques. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2014; 126:59-67. [PMID: 24583473 DOI: 10.1016/j.saa.2014.01.136] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 01/22/2014] [Accepted: 01/27/2014] [Indexed: 06/03/2023]
Abstract
The present study has attempt to analyze the changes in the biochemical and mineral contents of aluminum intoxicated bone and determine the protective action of desferrioxamine (DFO) and deferiprone (DFP) by using Fourier transform infrared (FTIR) spectroscopy, X-ray diffraction (XRD), inductively coupled plasma optical emission spectroscopy (ICP-OES), and scanning electron microscopy (SEM) techniques for four groups of animals such as control (Group I), aluminum intoxicated (Group II), Al+DFP (Group III) and Al+DFO+DFP (Group IV) treated groups respectively. The FTIR spectra of the aluminum intoxicated bone showed significant alteration in the biochemical constituents. The bands ratio at I1400/I877 significantly decreased from control to aluminum, but enhanced it by Al+DFP to Al+DFO+DFP treated bone tissue for treatments of 16 weeks. This result suggests that DFO and DFP are the carbonate inhibitor, recovered from chronic growth of bone diseases and pathologies. The alteration of proteins profile indicated by Amide I and Amide II, where peak area values decreased from control to aluminum respectively, but enhanced by treated with DFP (p.o.) and DFO+DFP (i.p.) respectively. The XRD analysis showed a decrease in crystallinity due to aluminum toxicity. Further, the Ca, Mg, and P contents of the aluminum exposed bone were less than those of the control group, and enhanced by treatments with DFO and DFP. The concentrations of trace elements were found by ICP-OES. Therefore, present study suggests that due to aluminum toxicity severe loss of bone minerals, decrease in the biochemical constituents and changes in the surface morphology.
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Affiliation(s)
- S Sivakumar
- Department of Physics, Annamalai University, Annamalai Nagar, Tamil Nadu 608002, India.
| | | | - J Sivasubramanian
- Department of Physics, Annamalai University, Annamalai Nagar, Tamil Nadu 608002, India
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Makowski AJ, Uppuganti S, Wadeer SA, Whitehead JM, Rowland BJ, Granke M, Mahadevan-Jansen A, Yang X, Nyman JS. The loss of activating transcription factor 4 (ATF4) reduces bone toughness and fracture toughness. Bone 2014; 62:1-9. [PMID: 24509412 PMCID: PMC3992706 DOI: 10.1016/j.bone.2014.01.021] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2013] [Revised: 01/06/2014] [Accepted: 01/28/2014] [Indexed: 01/10/2023]
Abstract
Even though age-related changes to bone tissue affecting fracture risk are well characterized, only a few matrix-related factors have been identified as important to maintaining fracture resistance. As a gene critical to osteoblast differentiation, activating transcription factor 4 (ATF4) is possibly one of these important factors. To test the hypothesis that the loss of ATF4 affects the fracture resistance of bone beyond bone mass and structure, we harvested bones from Atf4+/+ and Atf4-/- littermates at 8 and 20 weeks of age (n≥9 per group) for bone assessment across several length scales. From whole bone mechanical tests in bending, femurs from Atf4-/- mice were found to be brittle with reduced toughness and fracture toughness compared to femurs from Atf4+/+ mice. However, there were no differences in material strength and in tissue hardness, as determined by nanoindentation, between the genotypes, irrespective of age. Tissue mineral density of the cortex at the point of loading as determined by micro-computed tomography was also not significantly different. However, by analyzing local composition by Raman Spectroscopy (RS), bone tissue of Atf4-/- mice was found to have higher mineral to collagen ratio compared to wild-type tissue, primarily at 20 weeks of age. From RS analysis of intact femurs at 2 orthogonal orientations relative to the polarization axis of the laser, we also found that the organizational-sensitive peak ratio, ν1Phosphate per Amide I, changed to a greater extent upon bone rotation for Atf4-deficient tissue, implying bone matrix organization may contribute to the brittleness phenotype. Target genes of ATF4 activity are not only important to osteoblast differentiation but also in maintaining bone toughness and fracture toughness.
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Affiliation(s)
- Alexander J Makowski
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, TN 27212, USA; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37232, USA
| | - Sasidhar Uppuganti
- Department of Orthopaedic Surgery & Rehabilitation, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Pharmacology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Sandra A Wadeer
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, TN 27212, USA
| | - Jack M Whitehead
- Department of Orthopaedic Surgery & Rehabilitation, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Barbara J Rowland
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, TN 27212, USA; Center for Bone Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Mathilde Granke
- Department of Orthopaedic Surgery & Rehabilitation, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Center for Bone Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | - Xiangli Yang
- Center for Bone Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Pharmacology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffry S Nyman
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, TN 27212, USA; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37232, USA; Department of Orthopaedic Surgery & Rehabilitation, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Center for Bone Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
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Makowski AJ, Pence IJ, Uppuganti S, Zein-Sabatto A, Huszagh MC, Mahadevan-Jansen A, Nyman JS. Polarization in Raman spectroscopy helps explain bone brittleness in genetic mouse models. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:117008. [PMID: 25402627 PMCID: PMC4240742 DOI: 10.1117/1.jbo.19.11.117008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 10/22/2014] [Indexed: 06/04/2023]
Abstract
Raman spectroscopy (RS) has been extensively used to characterize bone composition. However, the link between bone biomechanics and RS measures is not well established. Here, we leveraged the sensitivity of RS polarization to organization, thereby assessing whether RS can explain differences in bone toughness in genetic mouse models for which traditional RS peak ratios are not informative. In the selected mutant mice - activating transcription factor 4 (ATF4) or matrix metalloproteinase 9 (MMP9) knock-outs - toughness is reduced but differences in bone strength do not exist between knock-out and corresponding wild-type controls. To incorporate differences in the RS of bone occurring at peak shoulders, a multivariate approach was used. Full spectrum principal components analysis of two paired, orthogonal bone orientations (relative to laser polarization) improved genotype classification and correlation to bone toughness when compared to traditional peak ratios. When applied to femurs from wild-type mice at 8 and 20 weeks of age, the principal components of orthogonal bone orientations improved age classification but not the explanation of the maturation-related increase in strength. Overall, increasing polarization information by collecting spectra from two bone orientations improves the ability of multivariate RS to explain variance in bone toughness, likely due to polarization sensitivity to organizational changes in both mineral and collagen.
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Affiliation(s)
- Alexander J. Makowski
- Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, Tennessee 27212, United States
- Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee 37232, United States
- Vanderbilt University, Vanderbilt Center for Bone Biology, Nashville, Tennessee 37232, United States
- Vanderbilt University, Department of Orthopaedic Surgery and Rehabilitation, Nashville, Tennessee 37232, United States
| | - Isaac J. Pence
- Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee 37232, United States
| | - Sasidhar Uppuganti
- Vanderbilt University, Department of Orthopaedic Surgery and Rehabilitation, Nashville, Tennessee 37232, United States
| | - Ahbid Zein-Sabatto
- Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee 37232, United States
| | - Meredith C. Huszagh
- Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee 37232, United States
| | - Anita Mahadevan-Jansen
- Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee 37232, United States
| | - Jeffry S. Nyman
- Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, Tennessee 27212, United States
- Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee 37232, United States
- Vanderbilt University, Vanderbilt Center for Bone Biology, Nashville, Tennessee 37232, United States
- Vanderbilt University, Department of Orthopaedic Surgery and Rehabilitation, Nashville, Tennessee 37232, United States
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de Souza RA, Xavier M, Mangueira NM, Santos AP, Pinheiro ALB, Villaverde AB, Silveira L. Raman spectroscopy detection of molecular changes associated with two experimental models of osteoarthritis in rats. Lasers Med Sci 2013; 29:797-804. [PMID: 23979802 DOI: 10.1007/s10103-013-1423-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Accepted: 08/11/2013] [Indexed: 11/30/2022]
Abstract
The aim of the present study was to evaluate the feasibility of applying Raman spectroscopy in probing the molecular changes in terms of collagen deposition and tissue remodeling associated with two well-established experimental models of osteoarthritis (OA) in knee of rats. In order to evaluate alterations in the articular surface area, the menisci-covered tibial region was assessed into three groups as follows: control (joint preserved) and two models of experimental knee OA: collagenase-induced model (n = 8) and treadmill exercise-induced model (n = 8). Each group was examined for molecular changes using spectral parameters related to cartilage, subchondral bone, and bone tissues. A significant increase of Raman ratios related to mineralization and tissue remodeling was found (p < 0.05), suggesting that both models were successful for inducing OA in rats. The significantly lower phenylalanine content and higher crystallinity in the treadmill exercise-induced model of OA than collagenase-induced model of OA (p < 0.05) indicated that the OA pathogenesis was model-dependent. Thus, this work suggests that the Raman spectroscopy technique has potential for the diagnosis and detection of cartilage damage and monitoring of subchondral bone and bone in OA pathogenesis at the molecular level.
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Affiliation(s)
- Renato Aparecido de Souza
- Grupo de Estudos e Pesquisa em Ciências da Saúde (GEP-CS), Instituto Federal de Educação, Ciência e Tecnologia do Sul de Minas Gerais, Campus Muzambinho. Estrada de Muzambinho, km 35, Caixa Postal 02, 37890-000, Muzambinho, Minas Gerais, Brazil,
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Maher JR, Inzana JA, Awad HA, Berger AJ. Overconstrained library-based fitting method reveals age- and disease-related differences in transcutaneous Raman spectra of murine bones. JOURNAL OF BIOMEDICAL OPTICS 2013; 18:077001. [PMID: 23817761 PMCID: PMC3697032 DOI: 10.1117/1.jbo.18.7.077001] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Clinical diagnoses of bone health and fracture risk typically rely on measurements of bone density or structure, but the strength of a bone is also dependent on its chemical composition. Raman spectroscopy has been used extensively in ex vivo studies to measure the chemical composition of bone. Recently, spatially offset Raman spectroscopy (SORS) has been utilized to measure bone transcutaneously. Although the results are promising, further advancements are necessary to make noninvasive, in vivo measurements of bone with SORS that are of sufficient quality to generate accurate predictions of fracture risk. In order to separate the signals from bone and soft tissue that contribute to a transcutaneous measurement, we developed an overconstrained extraction algorithm that is based on fitting with spectral libraries. This approach allows for accurate spectral unmixing despite the fact that similar chemical components (e.g., type I collagen) are present in both bone and soft tissue. The algorithm was utilized to transcutaneously detect biochemical differences in the tibiae of wild-type mice between 1 and 7 months of age and between the tibiae of wild-type mice and a mouse model of osteogenesis imperfecta. These results represent the first diagnostically sensitive, transcutaneous measurements of bone using SORS.
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Affiliation(s)
- Jason R Maher
- The Institute of Optics, University of Rochester, 275 Hutchison Road, Rochester, New York 14627, USA
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