105 results on '"Jay M. Patel"'
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2. Combinatorial Small Molecule Enhancement of Osteogenesis for Ankle Arthrodesis
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Nicholas Huffman BS, Bereket Getachew, Jason T. Bariteau MD, Jay M. Patel PhD, and Sreedhara Sangadala PhD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Basic Sciences/Biologics; Ankle Introduction/Purpose: One of the most common procedures for treating end-stage osteoarthritis of the foot and ankle is arthrodesis [1]. However, a significant complication with arthrodesis is the development of non-union. Thus, identification of adjuvants to enhance osteogenesis are paramount to fusion success. One possible molecule is the immunosuppressant FK506 (Tacrolimus). Previous research [2] demonstrated FK506 as a stand-alone small molecule capable of initiating osteogenesis and bone formation. The purpose of this study was to evaluate the osteogenic potential of FK506 alone and in combination with other bioactive factors to provide a foundation for future in vivo and clinical applications. Methods: Marrow-derived cells (MDCs) were isolated from juvenile bovine femoral condyles, to represent cells present at the ankle fusion site. MDCs (P1) were seeded at 50k cells per well (24-well plate). After 14 days, the wells were stained for calcium deposits using Alizarin Red S, and imaged with brightfield microscopy to visualize calcium deposits. Drug combinations of potentially osteogenic small molecules were tested (simvastatin, platelet derived growth factor [PDGF], tamoxifen, triiodothyronine). The highest alizarin red absorbance values were used to choose the best drug combination. These combinations were further evaluated for gene expression by RT-qPCR [Osteocalcin (OCN), Osteopontin (OPN), and Bone Sialoprotein (IBSP)]. To simulate a 3D osteogenic environment, cells were seeded into fibrin gels (to mimic the “fusion clot”), cultured for 14 days, and sectioned/stained with Alizarin red. Results: FK506 and PDGF produced the highest level of calcium staining compared to other bioactive factors, highlighted via heatmap of alizarin red absorbance values (Figure 1A). Compared to the control, FK506, PDGF, and the combination of both all resulted in enhanced alizarin red staining (Figure 1A/B). Overall, FK506 exhibited an increased expression across all genes. PDGF and the combination of FK506 and PDGF had a more varied expression within the genes queried (Figure 1C). Finally, in a fibrin gel system, variability was observed between gels of the same group. Displaying the best, middle, and worst sections give a comprehensive view of the explained variability. Across the sections, the FK506-PDGF combination showed the densest mineralization, highlighted by the dark maroon regions of the section (Figure 1D). Conclusion: This study confirms that FK506 demonstrates osteogenesis within marrow-derived cells (representative of a fusion site). The combination of FK506 to PDGF may enhance PDGF’s known healing potential within arthrodesis applications. This work provides the foundation for future clinical applications of FK506. Ongoing studies are focused on the effect of FK506, and potentially in combination with PDGF, in an rabbit ankle fusion model to evaluate efficacy and bone formation. The authors thank the American Orthopaedic Foot and Ankle Society (AOFAS) and Emory Department of Orthopaedics for their support and funding. References: [1] Park 2022. [2] Sangadala 2019
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- 2023
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3. Activation of basal forebrain-to-lateral habenula circuitry drives reflexive aversion and suppresses feeding behavior
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Jessica L. Swanson, Joshua Ortiz-Guzman, Snigdha Srivastava, Pey-Shyuan Chin, Sean W. Dooling, Elizabeth Hanson Moss, Mikhail Y. Kochukov, Patrick J. Hunt, Jay M. Patel, Brandon T. Pekarek, Qingchun Tong, and Benjamin R. Arenkiel
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Medicine ,Science - Abstract
Abstract Environmental cues and internal states such as mood, reward, or aversion directly influence feeding behaviors beyond homeostatic necessity. The hypothalamus has been extensively investigated for its role in homeostatic feeding. However, many of the neural circuits that drive more complex, non-homeostatic feeding that integrate valence and sensory cues (such as taste and smell) remain unknown. Here, we describe a basal forebrain (BF)-to-lateral habenula (LHb) circuit that directly modulates non-homeostatic feeding behavior. Using viral-mediated circuit mapping, we identified a population of glutamatergic neurons within the BF that project to the LHb, which responds to diverse sensory cues, including aversive and food-related odors. Optogenetic activation of BF-to-LHb circuitry drives robust, reflexive-like aversion. Furthermore, activation of this circuitry suppresses the drive to eat in a fasted state. Together, these data reveal a role of basal forebrain glutamatergic neurons in modulating LHb-associated aversion and feeding behaviors by sensing environmental cues.
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- 2022
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4. Improved Cartilage Protection with Low Molecular Weight Hyaluronic Acid Hydrogel
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Riley B. Brackin, Gail E. McColgan, Saitheja A. Pucha, Michael A. Kowalski, Hicham Drissi, Thanh N. Doan, and Jay M. Patel
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cartilage ,hyaluronic acid ,biomaterials ,joint preservation ,Technology ,Biology (General) ,QH301-705.5 - Abstract
Traumatic joint injuries are common, leading to progressive tissue degeneration and the development of osteoarthritis. The post-traumatic joint experiences a pro-inflammatory milieu, initiating a subtle but deteriorative process in cartilage tissue. To prevent or even reverse this process, our group previously developed a tissue-penetrating methacrylated hyaluronic acid (MeHA) hydrogel system, crosslinked within cartilage to restore and/or protect the tissue. In the current study, we further optimized this approach by investigating the impact of biomaterial molecular weight (MW; 20, 75, 100 kDa) on its integration within and reinforcement of cartilage, as well as its ability to protect tissue degradation in a catabolic state. Indeed, the low MW MeHA integrated and reinforced cartilage tissue better than the high MW counterparts. Furthermore, in a 2 week IL-1β explant culture model, the 20 kDa MeHA demonstrated the most protection from biphasic mechanical loss, best retention of proteoglycans (Safranin O staining), and least aggrecan breakdown (NITEGE). Thus, the lower MW MeHA gels integrated better into the tissue and provided the greatest protection of the cartilage matrix. Future work will test this formulation in a preclinical model, with the goal of translating this therapeutic approach for cartilage preservation.
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- 2023
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5. Stable human cartilage progenitor cell line stimulates healing of meniscal tears and attenuates post-traumatic osteoarthritis
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Salomi Desai, Mark Dooner, Jake Newberry, John Twomey-Kozak, Janine Molino, Jay Trivedi, Jay M. Patel, Brett D. Owens, and Chathuraka T. Jayasuriya
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meniscus repair ,cartilage progenitor cell ,stem cell ,progenitor cell ,cartilage ,PTOA ,Biotechnology ,TP248.13-248.65 - Abstract
Meniscal tearing in the knee increases the risk of post-traumatic osteoarthritis (OA) in patients. The therapeutic application of tissue-specific mesenchymal progenitor cells is currently being investigated as an emerging biologic strategy to help improve healing of musculoskeletal tissues like meniscal fibrocartilage and articular hyaline cartilage. However, many of these approaches involve isolating cells from healthy tissues, and the low yield of rare progenitor populations (< 1% of total cells residing in tissues) can make finding a readily available cell source for therapeutic use a significant logistical challenge. In the present study, we investigated the therapeutic efficacy of using expanded cartilage-derived and bone marrow-derived progenitor cell lines, which were stabilized using retroviral SV40, for repair of meniscus injury in a rodent model. Our findings indicate that these cell lines express the same cell surface marker phenotype of primary cells (CD54+, CD90+, CD105+, CD166+), and that they exhibit improved proliferative capacity that is suitable for extensive expansion. Skeletally mature male athymic rats treated with 3.2 million cartilage-derived progenitor cell line exhibited approximately 79% greater meniscal tear reintegration/healing, compared to injured animals that left untreated, and 76% greater compared to animals treated with the same number of marrow-derived stromal cells. Histological analysis of articular surfaces also showed that cartilage-derived progenitor cell line treated animals exhibited reduced post-traumatic OA associated articular cartilage degeneration. Stable cell line treatment did not cause tumor formation or off-target engraftment in animals. Taken together, we present a proof-of-concept study demonstrating, for the first time, that intra-articular injection of a stable human cartilage-derived progenitor cell line stimulates meniscus tear healing and provide chondroprotection in an animal model. These outcomes suggest that the use of stable cell lines may help overcome cell source limitations for cell-based medicine.
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- 2022
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6. In Situ Assessment of Porcine Osteochondral Repair Tissue in the Visible–Near Infrared Spectral Region
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Shital Kandel, William Querido, Jessica M. Falcon, Hannah M. Zlotnick, Ryan C. Locke, Brendan Stoeckl, Jay M. Patel, Chetan A. Patil, Robert L. Mauck, and Nancy Pleshko
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visible–near infrared (Vis-NIR) ,fiber optic spectroscopy ,cartilage repair ,microfracture ,in situ optical spectroscopy ,Biotechnology ,TP248.13-248.65 - Abstract
Standard assessment of cartilage repair progression by visual arthroscopy can be subjective and may result in suboptimal evaluation. Visible–near infrared (Vis-NIR) fiber optic spectroscopy of joint tissues, including articular cartilage and subchondral bone, provides an objective approach for quantitative assessment of tissue composition. Here, we applied this technique in the 350–2,500 nm spectral region to identify spectral markers of osteochondral tissue during repair with the overarching goal of developing a new approach to monitor repair of cartilage defects in vivo. Full thickness chondral defects were created in Yucatan minipigs using a 5-mm biopsy punch, and microfracture (MFx) was performed as a standard technique to facilitate repair. Tissues were evaluated at 1 month (in adult pigs) and 3 months (in juvenile pigs) post-surgery by spectroscopy and histology. After euthanasia, Vis-NIR spectra were collected in situ from the defect region. Additional spectroscopy experiments were carried out in vitro to aid in spectral interpretation. Osteochondral tissues were dissected from the joint and evaluated using the conventional International Cartilage Repair Society (ICRS) II histological scoring system, which showed lower scores for the 1-month than the 3-month repair tissues. In the visible spectral region, hemoglobin absorbances at 540 and 570 nm were significantly higher in spectra from 1-month repair tissue than 3-month repair tissue, indicating a reduction of blood in the more mature repair tissue. In the NIR region, we observed qualitative differences between the two groups in spectra taken from the defect, but differences did not reach significance. Furthermore, spectral data also indicated that the hydrated environment of the joint tissue may interfere with evaluation of tissue water absorbances in the NIR region. Together, these data provide support for further investigation of the visible spectral region for assessment of longitudinal repair of cartilage defects, which would enable assessment during routine arthroscopy, particularly in a hydrated environment.
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- 2022
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7. Editorial: Post-Traumatic Osteoarthritis After Meniscus Injury
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Jay M. Patel, Tammy L. Haut Donahue, Fabio Galbusera, Björn H. Drews, and Andreas M. Seitz
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meniscus ,osteoarthiritis ,biomechanics ,PTOA ,meniscus repair ,Biotechnology ,TP248.13-248.65 - Published
- 2022
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8. Impediments to Meniscal Repair: Factors at Play Beyond Vascularity
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Jay M. Patel
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meniscus ,meniscus repair ,mechanobiolgy ,tissue engineering ,vascularity ,Biotechnology ,TP248.13-248.65 - Published
- 2022
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9. Target specific functions of EPL interneurons in olfactory circuits
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Gary Liu, Emmanouil Froudarakis, Jay M. Patel, Mikhail Y. Kochukov, Brandon Pekarek, Patrick J. Hunt, Mayuri Patel, Kevin Ung, Chia-Hsuan Fu, Juyeong Jo, Hyun-Kyoung Lee, Andreas S. Tolias, and Benjamin R. Arenkiel
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Science - Abstract
The precise cell-type specific role of inhibitory interneurons in regulating sensory responses in the olfactory bulb is not known. Here, the authors report that removing GABAergic inhibition from one layer differentially affects response dynamics of the two main output cell types and changes odor mixture processing.
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- 2019
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10. 2061 Acellular hyaluronic acid scaffold with growth factor delivery for cartilage repair in a large animal model
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Anthony R. Martín, Jay M. Patel, Hannah M. Zlotnick, Mackenzie L. Sennet, James L. Carey, and Robert L. Mauck
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Medicine - Abstract
OBJECTIVES/SPECIFIC AIMS: Focal cartilage injuries of the knee joint are common and present a treatment challenge due to minimal intrinsic repair. Cartilage tissue engineering techniques currently used in clinical practice are expensive, cumbersome, and often ineffective in patients with mechanical or medical comorbidities. To address these issues, we developed an acellular nanofibrous scaffold with encapsulated growth factors designed to enhanced articular cartilage repair. Our goal is to evaluate this technology in vitro and pilot a large animal model for eventual translation into human subjects. METHODS/STUDY POPULATION: Hyaluronic acid (HA, 65 kDa) will be methacrylated (~40% modification, MeHA) and conjugated with cell-adhesive (RGD) groups. A solution of 4% wt/vol MeHA, 2% wt/vol polyethylene oxide (900 kDa), 0.05% wt/vol Irgacure 2959, and 0.005% wt/vol stromal cell-derived factor-1α (SDF-1α) and/or transforming growth factor-β3 (TGF-β3) will be prepared in ddH2O. The solution will be electrospun onto a rotating mandrel to achieve a dry scaffold thickness of 0.5 mm. The scaffold matt will be UV cross-linked and 5 mm-diameter samples will be cut out. Four groups of scaffolds will be prepared: MeHA, MeHA+SDF, MeHA+TGF, MeHA+SDF+TGF. All groups will be evaluated for fiber diameter, swell thickness, equilibrium compressive modulus, degradation rate, and growth factor release rate over 4 weeks (n=10). Scaffolds will also be seeded with juvenile porcine MSCs (5×104) in 200 μL of medium incubated for 24 hours. Seeded scaffolds will be evaluated for equilibrium compressive modulus, cell infiltration, and chondrogenesis at 4 and 8 weeks (n=10). Scaffolds will then be evaluated in a juvenile Yucatan minipig cartilage defect model. In total, 6 animals will undergo bilateral knee surgery to create four 4 mm-diameter full-thickness cartilage defects in each trochlear grove. All defects will receive microfracture to release marrow elements. Each knee will receive 2 scaffolds of the same group (replicates) with paired microfracture controls, resulting in a sample size of 3. Animals will be sacrificed at 12 weeks and defects will be evaluated via non-destructive indentation testing for mechanical properties, microCT for defect fill and subchondral bone morphology, and histology for ICRS II Visual Histological Assessment Scoring. RESULTS/ANTICIPATED RESULTS: Our preliminary studies have shown reliable replication of electrospun MeHA scaffolds. We anticipate cross-linking density to correlate positively with compressive modulus, and negatively with swell thickness, degradation rate, and growth factor release rate. We anticipate the addition of SDF-1α and TGF-β3 to increase cell infiltration and chondrogenesis, respectively, within seeded scaffolds. Similarly, we expect minipig defects treated with growth factor-releasing scaffolds to show greater mechanical properties, defect fill, and ICRS II score compared with MeHA scaffolds without growth factor. DISCUSSION/SIGNIFICANCE OF IMPACT: This study has the potential to show how an HA-based cell-free scaffold can be augmented with 2 growth factors that act synergistically to improve cartilage repair in a large animal model. This technology would improve upon the cell-free scaffolds already used clinically for autologous matrix-induced chondrogenesis and is directly translatable.
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- 2018
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11. Plant Tissue Parenchyma and Vascular Bundles Selectively Regulate Stem Cell Mechanosensing and Differentiation
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Kathryn Driscoll, Maya S. Butani, Kirstene A. Gultian, Abigail McSweeny, Jay M. Patel, and Sebastián L. Vega
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Modeling and Simulation ,General Biochemistry, Genetics and Molecular Biology - Abstract
Plant tissues are plentiful, diverse, and due to convergent evolution are structurally similar to many animal tissues. Decellularized plant tissues feature microtopographies that resemble cancellous bone (porous parenchyma) and skeletal muscle (fibrous vascular bundles). However, the use of plant tissues as an inexpensive and abundant biomaterial for controlling stem cell behavior has not been widely explored.Celery plant tissues were cut cross-sectionally (porous parenchyma) or longitudinally (fibrous vascular bundles) and decellularized. Human mesenchymal stem cells (MSCs) were then cultured atop plant tissues and confocal imaging of single cells was used to evaluate the early effects of microtopography on MSC adhesion, morphology, cytoskeletal alignment, Yes-associated protein (YAP) signaling, and downstream lineage commitment to osteogenic or myogenic phenotypes.Microtopography was conserved post plant tissue decellularization and MSCs attached and proliferated on plant tissues. MSCs cultured on porous parenchyma spread isotropically along the periphery of plant tissue pores. In contrast, MSCs cultured on vascular bundles spread anisotropically and aligned in the direction of fibrous vascular bundles. Differences in microtopography also influenced MSC nuclear YAP localization and actin anisotropy, with higher values observed on fibrous tissues. When exposed to osteogenic or myogenic culture medium, MSCs on porous parenchyma had a higher percentage of cells stain positive for bone biomarker alkaline phosphatase, whereas myoblast determination protein 1 (MyoD) was significantly upregulated for MSCs on fibrous vascular bundles.Together, these results show that plant tissues are an abundant biomaterial with defined microarchitecture that can reproducibly regulate MSC morphology, mechanosensing, and differentiation.The online version of this article contains supplementary material available 10.1007/s12195-022-00737-9.
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- 2022
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12. Sensory perception drives food avoidance through excitatory basal forebrain circuits
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Jay M Patel, Jessica Swanson, Kevin Ung, Alexander Herman, Elizabeth Hanson, Joshua Ortiz-Guzman, Jennifer Selever, Qingchun Tong, and Benjamin R Arenkiel
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feeding ,basal forebrain ,circuit ,olfactory ,hypothalamus ,cholinergic ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Appetite is driven by nutritional state, environmental cues, mood, and reward pathways. Environmental cues strongly influence feeding behavior, as they can dramatically induce or diminish the drive to consume food despite homeostatic state. Here, we have uncovered an excitatory neuronal population in the basal forebrain that is activated by food-odor related stimuli, and potently drives hypophagia. Notably, we found that the basal forebrain directly integrates environmental sensory cues to govern feeding behavior, and that basal forebrain signaling, mediated through projections to the lateral hypothalamus, promotes selective avoidance of food and food-related stimuli. Together, these findings reveal a novel role for the excitatory basal forebrain in regulating appetite suppression through food avoidance mechanisms, highlighting a key function for this structure as a potent integrator of sensory information towards governing consummatory behaviors.
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- 2019
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13. Transient inhibition of meniscus cell migration following acute inflammatory challenge
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Elisabeth A. Lemmon, Edward D. Bonnevie, Jay M. Patel, Liane M. Miller, and Robert L. Mauck
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Orthopedics and Sports Medicine - Published
- 2023
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14. Altered Structure and Function of Murine Sclera in Form-Deprivation Myopia
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Dillon M. Brown, Michael A. Kowalski, Quinn M. Paulus, Jianshi Yu, Praveen Kumar, Maureen A. Kane, Jay M. Patel, C. Ross Ethier, and Machelle T. Pardue
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General Medicine - Abstract
The sclera is believed to biomechanically influence eye size, facilitating the excessive axial elongation that occurs during myopigenesis. Here, we test the hypothesis that the sclera will be remodeled and exhibit altered biomechanics in the mouse model of form-deprivation (FD) myopia, accompanied by altered retinoid concentrations, a potential signaling molecule involved in the process.Male C57 Bl/6J mice were subjected to unilateral FD (n = 44 eyes), leaving the contralateral eye untreated (contra; n = 44). Refractive error and ocular biometry were measured in vivo prior to and after 1 or 3 weeks of FD. Ex vivo measurements were made of scleral biomechanical properties (unconfined compression: n = 24), scleral sulfated glycosaminoglycan (sGAG) content (dimethylmethylene blue: n = 18, and immunohistochemistry: n = 22), and ocular all-trans retinoic acid (atRA) concentrations (retina and RPE + choroid + sclera, n = 24). Age-matched naïve controls were included for some outcomes (n = 32 eyes).Significant myopia developed after 1 (-2.4 ± 1.1 diopters [D], P0.001) and 3 weeks of FD (-4.1 ± 0.7 D, P = 0.025; mean ± standard deviation). Scleral tensile stiffness and permeability were significantly altered during myopigenesis (stiffness = -31.4 ± 12.7%, P0.001, and permeability = 224.4 ± 205.5%, P0.001). Total scleral sGAG content was not measurably altered; however, immunohistochemistry indicated a sustained decrease in chondroitin-4-sulfate and a slower decline in dermatan sulfate. The atRA increased in the retinas of eyes form-deprived for 1 week.We report that biomechanics and GAG content of the mouse sclera are altered during myopigenesis. All scleral outcomes generally follow the trends found in other species and support a retina-to-sclera signaling cascade underlying mouse myopigenesis.
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- 2022
15. Exogenous All-Trans Retinoic Acid Induces Myopia and Alters Scleral Biomechanics in Mice
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Dillon M. Brown, Jianshi Yu, Praveen Kumar, Quinn M. Paulus, Michael A. Kowalski, Jay M. Patel, Maureen A. Kane, C. Ross Ethier, and Machelle T. Pardue
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General Medicine - Published
- 2023
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16. Emergent Percutaneous Transluminal Coronary Angioplasty of an Occluded Giant Ectatic Coronary Aneurysm
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Jay M. Patel, Carlos Sisniega, Aleesha Shaik, Olcay Aksoy, Daniel Levi, and Rushi V. Parikh
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- 2023
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17. Meniscal repair: The current state and recent advances in augmentation
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Kyley Burkey, Jay M. Patel, Jorge Chahla, Robert F. LaPrade, Michael A Kowalski, Philip Elrod, Edward R. Floyd, Jennifer L. Robinson, Sonia Bansal, Suzanne A. Maher, and Elizabeth Aikman
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Wound site ,medicine.medical_specialty ,Mechanical integrity ,Meniscus (anatomy) ,Article ,Arthroplasty ,03 medical and health sciences ,0302 clinical medicine ,Joint mechanics ,medicine ,Animals ,Humans ,Orthopedics and Sports Medicine ,Intensive care medicine ,030203 arthritis & rheumatology ,Biological Products ,030222 orthopedics ,Tissue Scaffolds ,business.industry ,Tissue adhesives ,Partial resection ,Tibial Meniscus Injuries ,Meniscal repair ,Disease Models, Animal ,medicine.anatomical_structure ,business ,Support matrix - Abstract
Meniscal injuries represent one of the most common orthopaedic injuries. The most frequent treatment is partial resection of the meniscus, or meniscectomy, which can affect joint mechanics and health. For this reason, the field has shifted gradually towards suture repair, with the intent of preservation of the tissue. "Save the Meniscus" is now a prolific theme in the field; however, meniscal repair can be challenging and ineffective in many scenarios. The objectives of this review are to present the current state of surgical management of meniscal injuries and to explore current approaches being developed to enhance meniscal repair. Through a systematic literature review, we identified meniscal tear classifications and prevalence, approaches being used to improve meniscal repair, and biological- and material- based systems being developed to promote meniscal healing. We found that biologic augmentation typically aims to improve cellular incorporation to the wound site, vascularization in the inner zones, matrix deposition, and inflammatory relief. Furthermore, materials can be used, both with and without contained biologics, to further support matrix deposition and tear integration, and novel tissue adhesives may provide the mechanical integrity that the meniscus requires. Altogether, evaluation of these approaches in relevant in vitro and in vivo models provides new insights into the mechanisms needed to salvage meniscal tissue, and along with regulatory considerations, may justify translation to the clinic. With the need to restore long-term function to injured menisci, biologists, engineers, and clinicians are developing novel approaches to enhance the future of robust and consistent meniscal reparative techniques. This article is protected by copyright. All rights reserved.
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- 2021
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18. Energy-Budget Analysis of the Crossflow Instability on a Hypersonic Yawed Cone
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Jay M. Patel, Koen J. Groot, Caleb Saiyasak, James G. Coder, Douglas L. Stefanski, and Helen L. Reed
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- 2022
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19. Nonlinear Boundary-Layer Stability Analysis of a Swept, Natural-Laminar-Flow Airfoil
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Ethan S. Beyak, Koen J. Groot, Andrew K. Riha, Jay M. Patel, James G. Coder, and Helen L. Reed
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- 2022
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20. Cartilage-penetrating hyaluronic acid hydrogel preserves tissue content and reduces chondrocyte catabolism
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Michael A. Kowalski, Lorenzo M. Fernandes, Kyle E. Hammond, Sameh Labib, Hicham Drissi, and Jay M. Patel
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Biomaterials ,Cartilage, Articular ,Chondrocytes ,Hyaline Cartilage ,Biomedical Engineering ,Medicine (miscellaneous) ,Hydrogels ,Hyaluronic Acid - Abstract
Articular cartilage injuries have a limited healing capacity and, due to inflammatory and catabolic activities, often experience progressive degeneration towards osteoarthritis. Current repair techniques generally provide short-term symptomatic relief; however, the regeneration of hyaline cartilage remains elusive, leaving both the repair tissue and surrounding healthy tissue susceptible to long-term wear. Therefore, methods to preserve cartilage following injury, especially from matrix loss and catabolism, are needed to delay, or even prevent, the deteriorative process. The goal of this study was to develop and evaluate a cartiage-penetrating hyaluronic-acid (HA) hydrogel to improve damaged cartilage biomechanics and prevent tissue degeneration. At time zero, the HA-based hydrogel provided a 46.5% increase in compressive modulus and a decrease in permeability after simulated degeneration of explants (collagenase application). Next, in a degenerative culture model (interleukin-1 β [IL-1β] for 2 weeks), hydrogel application prior to or midway through the culture mitigated detrimental changes to compressive modulus and permeability observed in non-treated explants. Furthermore, localized loss of proteoglycan was observed in degenerative culture conditions alone (non-treated), but hydrogel administration significantly improved the retention of matrix elements. Finally, NITEGE staining and gene expression analysis showed the ability of the HA gel to decrease chondrocyte catabolic activity. These results highlight the importance of reinforcing damaged cartilage with a biomaterial system to both preserve tissue content and reduce catabolism associated with injury and inflammation.
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- 2022
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21. Resorbable Pins to Enhance Scaffold Retention in a Porcine Chondral Defect Model
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Jay M. Patel, Mackenzie L. Sennett, George R. Dodge, Michael R. Eby, James L. Carey, Blair S. Ashley, Anthony R. Martin, Jason A. Burdick, Liane M. Miller, Kamiel S. Saleh, and Robert L. Mauck
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Cartilage, Articular ,Scaffold ,Swine ,Chondral defect ,0206 medical engineering ,Biomedical Engineering ,Physical Therapy, Sports Therapy and Rehabilitation ,02 engineering and technology ,03 medical and health sciences ,0302 clinical medicine ,Animal model ,medicine ,Animals ,Immunology and Allergy ,Clinical Research papers ,Fixation (histology) ,030222 orthopedics ,Tissue Scaffolds ,Chemistry ,Cartilage formation ,Cartilage ,X-Ray Microtomography ,020601 biomedical engineering ,medicine.anatomical_structure ,Subchondral bone ,Cartilage Diseases ,Chondrogenesis ,Biomedical engineering - Abstract
Objective Cartilage repair strategies have seen improvement in recent years, especially with the use of scaffolds that serve as a template for cartilage formation. However, current fixation strategies are inconsistent with regards to retention, may be technically challenging, or may damage adjacent tissues or the implant itself. Therefore, the goal of this study was to evaluate the retention and repair potential of cartilage scaffolds fixed with an easy-to-implement bioresorbable pin. Design Electrospun hyaluronic acid scaffolds were implanted into trochlear groove defects in 3 juvenile and 3 adult pigs to evaluate short-term retention (2 weeks; pin fixation vs. press-fit and fibrin fixation) and long-term repair (8 months; scaffold vs. microfracture), respectively. Results For the retention study, press-fit and fibrin fixation resulted in short-term scaffold dislodgment ( n = 2 each), whereas pin fixation retained all scaffolds that were implanted ( n = 6). Pin fixation did not cause any damage to the opposing patellar surface, and only minor changes in the subchondral bone were observed. For long-term repair, no differences were observed between microfracture and scaffold groups, in terms of second-look arthroscopy and indentation testing. On closer visualization with micro computed tomography and histology, a high degree of variability was observed between animals with regard to subchondral bone changes and cartilage repair quality, yet each Scaffold repair displayed similar properties to its matched microfracture control. Conclusions In this study, pin fixation did not cause adverse events in either the short- or the long-term relative to controls, indicating that pin fixation successfully retained scaffolds within defects without inhibiting repair.
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- 2020
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22. Community Violence, PTSD, Hopelessness, Substance Use, and Perpetuation of Violence in an Urban Environment
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Jenieve Guevarra-Fernandez, Ashley Leto, Christopher Nemeh, Jessica Tu, Uma Raman, Philip A. Bonanno, Oluwafeyijimi Salako, Atharva Dhole, Cheryl A. Kennedy, Devika Sachdev, Aparna Govindan, Alexis Nicheporuck, Jay M. Patel, Lama R. Noureddine, Ashley Tran, and Aesha Patel
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Health (social science) ,Substance-Related Disorders ,medicine.medical_treatment ,media_common.quotation_subject ,Psychological intervention ,Violence ,Support group ,Stress Disorders, Post-Traumatic ,03 medical and health sciences ,0302 clinical medicine ,Surveys and Questionnaires ,mental disorders ,Chi-square test ,Humans ,Medicine ,030212 general & internal medicine ,media_common ,Descriptive statistics ,business.industry ,Public Health, Environmental and Occupational Health ,Mental health ,Self Concept ,CAGE questionnaire ,030227 psychiatry ,Psychiatry and Mental health ,Female ,Psychological resilience ,Substance use ,business ,Clinical psychology - Abstract
We investigated the relationships among chronic violence exposure, post-traumatic stress disorder (PTSD) symptom severity, hopelessness, substance use, and perpetuation of violence to facilitate the development of trauma-related interventions for residents of Newark, NJ. A convenience sample of Newark residents (N = 153) was recruited from community centers during various events in 2016–2017. Anonymous, self-report survey measures included a PTSD screen (PCL-C), Beck’s Hopelessness Scale, the CAGE questionnaire, and a CDC Health Behavior Scale. Descriptive statistics, Pearson’s correlations, Chi square analyses, logistic, and linear regressions were used for analysis. Thirty percent (95% CI [22.7, 37.4]) of our sample screened positive for PTSD. Drug and alcohol use, fighting, and hopelessness were related to severity of PTSD symptoms (p
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- 2020
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23. A hospital based prospective study of short term outcome of anterior column acetabulum plating using modified stoppa approach
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Shivam Shah, Gaurang Patel, Harsh Shah, Hemant H Mathur, and Jay M Patel
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medicine.medical_specialty ,business.industry ,Plating ,medicine ,Hospital based ,Prospective cohort study ,business ,Acetabulum ,Column (database) ,Surgery ,Term (time) - Published
- 2020
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24. Transection of the medial meniscus anterior horn results in cartilage degeneration and meniscus remodeling in a large animal model
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Brendan D. Stoeckl, Kamiel S. Saleh, Jay M. Patel, Dawn M. Elliott, Miltiadis H. Zgonis, Liane M. Miller, Sonia Bansal, Michael W. Hast, Kyle D. Meadows, Anthony R. Martin, Michael R. Eby, and Robert L. Mauck
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Cartilage, Articular ,Male ,medicine.medical_specialty ,Swine ,0206 medical engineering ,02 engineering and technology ,Degeneration (medical) ,Osteoarthritis ,Meniscus (anatomy) ,Knee Joint ,Article ,Arthroscopy ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Animals ,Orthopedics and Sports Medicine ,030203 arthritis & rheumatology ,medicine.diagnostic_test ,business.industry ,Cartilage ,Magnetic resonance imaging ,X-Ray Microtomography ,Anatomy ,musculoskeletal system ,medicine.disease ,Arthritis, Experimental ,Magnetic Resonance Imaging ,020601 biomedical engineering ,Tibial Meniscus Injuries ,body regions ,medicine.anatomical_structure ,Models, Animal ,Swine, Miniature ,Histopathology ,business ,Medial meniscus - Abstract
The meniscus plays a central load bearing role in the knee joint. Unfortunately, meniscus injury is common and can lead to joint degeneration and osteoarthritis. In small animal models, progressive degenerative changes occur with unloading of the meniscus via destabilization of the medial meniscus (DMM). However, few large animal models of DMM exist and the joint-wide initiation of disease has not yet been defined in these models. Thus, the goal of this study was to develop and validate a large-animal model of surgically-induced destabilization of the medial meniscus and to use multi-modal (mechanical, histological, and MRI) and multi-scale (joint to tissue level) quantitative measures to evaluate degeneration in both the meniscus and cartilage. DMM was achieved using an arthroscopic approach in thirteen Yucatan minipigs. One month after DMM, joint contact area decreased and peak pressure increased, indicating altered load transmission as a result of meniscus destabilization. By three months, the joint had adapted to the injury and load transmission patterns were restored to baseline, likely due to the formation and maturation of a fibrovascular scar at the anterior aspect of the meniscus. Despite this, we found a decrease in the indentation modulus of the tibial cartilage and an increase in cartilage histopathology scores at one month compared to Sham operated animals; these deleterious changes persisted through three months. Over this same time course, meniscus remodeling was evident through decreased proteoglycan staining in DMM compared to Sham menisci at both one and three months. These findings support that arthroscopic DMM results in joint degeneration in the Yucatan minipig and provides a new large animal test bed in which to evaluate therapeutics and interventions to treat post-traumatic osteoarthritis (PTOA) that originates from meniscal injury.
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- 2020
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25. COVID-19-INDUCED IMMUNOSUPPRESSION LEADING TO SECONDARY INFECTION AS DISSEMINATED COCCIDIOIDOMYCOSIS
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JAY M PATEL, CONNOR MCCALMON, JOHN PARENT, KEVAL RAY, ANGELA PERAINO, and STEPHEN DOYLE
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Pulmonary and Respiratory Medicine ,Cardiology and Cardiovascular Medicine ,Critical Care and Intensive Care Medicine - Published
- 2022
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26. A CASE SERIES OF RAPID PROGRESSIVE FIBROTIC LUNG DISEASE AS A SEQUELA OF COVID-19 PNEUMONIA
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JAY M PATEL, SHEETAL R MARAGIRI, SUBHAN A TOOR, NEEL K SHAH, KEVAL RAY, GAYATHRI SATHIYAMOORTHY, RYAN J HADLEY, SHEILA KRISHNAN, REDA E GIRGIS, EDWARD T MURPHY, and PHILIP CAMP
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Pulmonary and Respiratory Medicine ,Cardiology and Cardiovascular Medicine ,Critical Care and Intensive Care Medicine - Published
- 2022
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27. Impediments to Meniscal Repair: Factors at Play Beyond Vascularity
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Jay M. Patel
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Histology ,Biomedical Engineering ,Bioengineering ,Biotechnology - Published
- 2021
28. Addressing catastrophic forgetting for medical domain expansion
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Michael F. Chiang, Ashwin Vaswani, Mehak Aggarwal, John Campbell, Jimmy S. Chen, Katharina Hoebel, Praveer Singh, Jayashree Kalpathy-Cramer, Nishanth Thumbavanam Arun, Ken Chang, Vibha Agarwal, Liangqiong Qu, Christopher P. Bridge, Daniel L. Rubin, Sharut Gupta, R. V. Paul Chan, Charles Lu, Mishka Gidwani, Jay M. Patel, and Shruti Raghavan
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Normalization (statistics) ,Forgetting ,Computer science ,business.industry ,Deep learning ,Pooling ,Machine learning ,computer.software_genre ,Domain (software engineering) ,Software deployment ,Institution (computer science) ,Key (cryptography) ,Artificial intelligence ,business ,computer - Abstract
Model brittleness is a key concern when deploying deep learning models in real-world medical settings. A model that has high performance at one dataset may suffer a significant decline in performance when tested at on different datasets. While pooling datasets from multiple hospitals and re-training may provide a straightforward solution, it is often infeasible and may compromise patient privacy. An alternative approach is to fine-tune the model on subsequent datasets after training on the original dataset. Notably,this approach degrades model performance at the original datasets, a phenomenon known as catastrophic forgetting. In this paper, we develop an approach to address catastrophic forgetting based on elastic weight consolidation combined with modulation of batch normalization statistics under three scenarios: 1) for expanding the domain from one imaging system’s data to another imaging system’s 2) for expanding the domain from a large multi-hospital dataset to another single hospital dataset 3) for expanding the domain from dataset from one geographic region to a dataset from another geographic region. Focusing on the clinical uses cases of mammographic breast density detection and retinopathy of prematurity stage diagnosis, we show that our approach outperforms several other state-of-the-art approaches and provide theoretical justification for the efficacy of batch normalization modulation. The results of this study are generally applicable to the deployment of any clinical deep learning model which requires domain expansion.
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- 2021
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29. Plication Of A High-flow Arteriovenous Fistula Resulting In Improvement Of High-output Heart Failure
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Joseph Isaac S. Wong, Manyoo Agarwal, Jay M. Patel, and Eric H. Yang
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Cardiology and Cardiovascular Medicine - Published
- 2022
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30. A Systematic Review and Guide to Mechanical Testing for Articular Cartilage Tissue Engineering
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Edward D. Bonnevie, Jay M. Patel, Brian C. Wise, and Robert L. Mauck
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Cartilage, Articular ,musculoskeletal diseases ,Compressive Strength ,0206 medical engineering ,Biomedical Engineering ,Medicine (miscellaneous) ,Bioengineering ,Articular cartilage ,02 engineering and technology ,03 medical and health sciences ,Tissue engineering ,Lubrication ,Materials Testing ,Methods Article ,medicine ,Animals ,Humans ,030304 developmental biology ,0303 health sciences ,Tissue Engineering ,business.industry ,Cartilage ,Biomechanics ,Reference Standards ,020601 biomedical engineering ,Biomechanical Phenomena ,medicine.anatomical_structure ,Stress, Mechanical ,business ,Biomedical engineering - Abstract
Articular cartilage is integral to the mechanical function of many joints in the body. When injured, cartilage lacks the capacity to self-heal, and thus, therapies and replacements have been developed in recent decades to treat damaged cartilage. Given that the primary function of articular cartilage is mechanical in nature, rigorous physical evaluation of cartilage tissues undergoing treatment and cartilage constructs intended for replacement is an absolute necessity. With the large number of groups developing cartilage tissue engineering strategies, however, a variety of mechanical testing protocols have been reported in the literature. This lack of consensus in testing methods makes comparison between studies difficult at times, and can lead to misinterpretation of data relative to native tissue. Therefore, the purpose of this study was to systematically review mechanical testing of articular cartilage and cartilage repair constructs over the past 10 years (January 2009–December 2018), to highlight the most common testing configurations, and to identify key testing parameters. For the most common tests, key parameters identified in this systematic review were validated by characterizing both cartilage tissue and hydrogels commonly used in cartilage tissue engineering. Our findings show that compression testing was the most common test performed (80.2%; 158/197), followed by evaluation of frictional properties (18.8%; 37/197). Upon further review of those studies performing compression testing, the various modes (ramp, stress relaxation, creep, dynamic) and testing configurations (unconfined, confined, in situ) are described and systematically reviewed for parameters, including strain rate, equilibrium time, and maximum strain. This systematic analysis revealed considerable variability in testing methods. Our validation testing studies showed that such variations in testing criteria could have large implications on reported outcome parameters (e.g., modulus) and the interpretation of findings from these studies. This analysis is carried out for all common testing methods, followed by a discussion of less common trends and directions in the mechanical evaluation of cartilage tissues and constructs. Overall, this work may serve as a guide for cartilage tissue engineers seeking to rigorously evaluate the physical properties of their novel treatment strategies. IMPACT STATEMENT: Articular cartilage tissue engineering has made significant strides with regard to treatments and replacements for injured tissue. The evaluation of these approaches typically involves mechanical testing, yet the plethora of testing techniques makes comparisons between studies difficult, and often leads to misinterpretation of data compared with native tissue. This study serves as a guide for the mechanical testing of cartilage tissues and constructs, highlighting recent trends in test conditions and validating these common procedures. Cartilage tissue engineers, especially those unfamiliar with mechanical testing protocols, will benefit from this study in their quest to physically evaluate novel treatment and regeneration approaches.
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- 2019
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31. Bioactive factors for cartilage repair and regeneration: Improving delivery, retention, and activity
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Robert L. Mauck, Kamiel S. Saleh, Jason A. Burdick, and Jay M. Patel
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Cartilage, Articular ,medicine.medical_specialty ,0206 medical engineering ,Biomedical Engineering ,02 engineering and technology ,Osteoarthritis ,Biochemistry ,Article ,Biomaterials ,Drug Delivery Systems ,Animals ,Humans ,Regeneration ,Medicine ,Intensive care medicine ,Cartilage repair ,Molecular Biology ,business.industry ,Cartilage ,Regeneration (biology) ,Cartilage formation ,General Medicine ,021001 nanoscience & nanotechnology ,medicine.disease ,020601 biomedical engineering ,Symptomatic relief ,Clinical trial ,medicine.anatomical_structure ,Drug delivery ,Intercellular Signaling Peptides and Proteins ,0210 nano-technology ,business ,Chondrogenesis ,Biotechnology - Abstract
Articular cartilage is a remarkable tissue whose sophisticated composition and architecture allow it to withstand complex stresses within the joint. Once injured, cartilage lacks the capacity to self-repair, and injuries often progress to joint wide osteoarthritis (OA) resulting in debilitating pain and loss of mobility. Current palliative and surgical management provides short-term symptom relief, but almost always progresses to further deterioration in the long term. A number of bioactive factors, including drugs, corticosteroids, and growth factors, have been utilized in the clinic, in clinical trials, or in emerging research studies to alleviate the inflamed joint environment or to promote new cartilage tissue formation. However, these therapies remain limited in their duration and effectiveness. For this reason, current efforts are focused on improving the localization, retention, and activity of these bioactive factors. The purpose of this review is to highlight recent advances in drug delivery for the treatment of damaged or degenerated cartilage. First, we summarize material and modification techniques to improve the delivery of these factors to damaged tissue and enhance their retention and action within the joint environment. Second, we discuss recent studies using novel methods to promote new cartilage formation via biofactor delivery, that have potential for improving future long-term clinical outcomes. Lastly, we review the emerging field of orthobiologics, using delivered and endogenous cells as drug-delivering "factories" to preserve and restore joint health. Enhancing drug delivery systems can improve both restorative and regenerative treatments for damaged cartilage. STATEMENT OF SIGNIFICANCE: Articular cartilage is a remarkable and sophisticated tissue that tolerates complex stresses within the joint. When injured, cartilage cannot self-repair, and these injuries often progress to joint-wide osteoarthritis, causing patients debilitating pain and loss of mobility. Current palliative and surgical treatments only provide short-term symptomatic relief and are limited with regards to efficiency and efficacy. Bioactive factors, such as drugs and growth factors, can improve outcomes to either stabilize the degenerated environment or regenerate replacement tissue. This review highlights recent advances and novel techniques to enhance the delivery, localization, retention, and activity of these factors, providing an overview of the cartilage drug delivery field that can guide future research in restorative and regenerative treatments for damaged cartilage.
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- 2019
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32. Partial Meniscus Replacement with a Collagen-Hyaluronan Infused Three-Dimensional Printed Polymeric Scaffold
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Charles J. Gatt, Salim A. Ghodbane, Jay M. Patel, Andrzej Brzezinski, William H Plaff, Michael G. Dunn, and Kristen N Marzano
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Cartilage, Articular ,Male ,medicine.medical_specialty ,Standard of care ,Polymers ,0206 medical engineering ,Biomedical Engineering ,Bioengineering ,02 engineering and technology ,Meniscus (anatomy) ,Biochemistry ,Biomaterials ,03 medical and health sciences ,Tissue engineering ,Animals ,Medicine ,Meniscus ,Polymeric scaffold ,Femur ,Arthroplasty, Replacement ,Hyaluronic Acid ,030304 developmental biology ,0303 health sciences ,Sheep ,Tibia ,Tissue Scaffolds ,business.industry ,Original Articles ,020601 biomedical engineering ,medicine.anatomical_structure ,Printing, Three-Dimensional ,Orthopedic surgery ,Cattle ,Collagen ,business ,Meniscal lesions ,Biomedical engineering - Abstract
Meniscal lesions represent one of the most common orthopedic injuries, and the standard of care, partial meniscectomy, often leads to long-term joint deterioration. The current meniscal replacement devices fail to recreate the native meniscus biomechanics that may explain the uncertainty of their clinical efficacy. A biomechanically functional, collagen-hyaluronan infused, three-dimensional printed polymeric scaffold was implanted into 18 sheep for up to 24 weeks to assess the scaffold's fixation, cellular response, tissue generation, integration to the host tissue, and effect on the surrounding articular cartilage. The scaffolds were assessed via gross inspection, histology, immunofluorescence, and biochemical analysis and the articular cartilage was assessed via gross inspection and histology. Scaffolds were ingrown with cells that generated a dense fibrocartilage-like tissue with significant collagen and glycosaminoglycan deposition. The stability of the surgical fixation was variable, however, with three partially displaced and five completely displaced implants at 12 weeks and three anatomic, four partially displaced, and two completely displaced implants at 24 weeks. Those implants remaining in the anatomic position displayed markedly improved outcomes. There was no significant degeneration observed in the surrounding articular cartilage for any condition. This study demonstrated the scaffold induces fibrochondrocytic tissue ingrowth, integrates robustly, and continues to mature as late as 24 weeks, and the articular cartilage is not adversely changed. The surgical model and fixation method must be improved and longer time points need to be investigated to further determine the scaffold's efficacy and chondroprotective abilities. IMPACT STATEMENT: The only FDA-approved partial meniscus scaffold, the Collagen Meniscus Implant (CMI), is not approved for reimbursement by government and only reimbursable by certain private insurers. Scaffolds with improved mechanical properties and greater efficacy are needed. A previous study (Ghodbane, et al. DOI: 10.1002/jbm.b.34331) demonstrated the ability of our novel acellular, off-the shelf scaffold to restore knee biomechanics following partial meniscectomy, which could potentially decrease the risk of osteoarthritis following partial meniscectomy, providing the motivation for this study. This article presents a first-in-animal feasibility study.
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- 2019
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33. Biomechanical characterization of a novel collagen‐hyaluronan infused 3D‐printed polymeric device for partial meniscus replacement
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Charles J. Gatt, Salim A. Ghodbane, Michael G. Dunn, Jay M. Patel, Andrzej Brzezinski, and Tyler M. Lu
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Materials science ,Knee Joint ,Biomedical Engineering ,Aggregate modulus ,02 engineering and technology ,Meniscus (anatomy) ,Biomaterials ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Implants, Experimental ,Tissue engineering ,Ultimate tensile strength ,medicine ,Animals ,Meniscus ,Hyaluronic Acid ,030222 orthopedics ,Sheep ,musculoskeletal system ,021001 nanoscience & nanotechnology ,medicine.anatomical_structure ,Compressive strength ,Contact mechanics ,chemistry ,Printing, Three-Dimensional ,Polycaprolactone ,Collagen ,0210 nano-technology ,Contact area ,Biomedical engineering - Abstract
The menisci transmit load by increasing the contact area and decreasing peak contact stresses on the articular surfaces. Meniscal lesions are among the most common orthopedic injuries, and resulting meniscectomies are associated with adverse polycaprolactone contact mechanics changes and, ultimately, an increased likelihood of osteoarthritis. Meniscus scaffolds were fabricated by 3D-printing a network of circumferential and radial filaments of resorbable polymer (poly(desaminotyrosyl-tyrosine dodecyl ester dodecanoate)) and infused with collagen-hyaluronan. The scaffold demonstrated an instantaneous compressive modulus (1.66 ± 0.44 MPa) comparable to native meniscus (1.52 ± 0.59 MPa). The scaffold aggregate modulus (1.33 ± 0.51 MPa) was within 2% of the native value (1.31 ± 0.36 MPa). In tension, the scaffold displayed a comparable stiffness to native tissue (127.6-97.1 N/mm) and an ultimate load of 33% of the native value. Suture pull-out load of scaffolds (83.1 ± 10.0 N) was within 10% of native values (91.5 ± 15.4 N). Contact stress analysis demonstrated the scaffold reduced peak contact stress by 60-67% and increased contact area by 38%, relative to partial meniscectomy. This is the first meniscal scaffold to match both the axial compressive properties and the circumferential tensile stiffness of the native meniscus. The improvement of joint contact mechanics, relative to partial meniscectomy alone, motivates further investigation using a large animal model. © 2019 Wiley Periodicals, Inc. J Biomed Mater Res Part B: Appl Biomater 107B:2457-2465, 2019.
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- 2019
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34. A CASE OF PERSISTENT COVID-19 INFECTION IN AN IMMUNOSUPPRESSED PATIENT
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JOHN PARENT, ISSA MAKKI, RUCHIRA SENGUPTA, and JAY M PATEL
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Pulmonary and Respiratory Medicine ,Cardiology and Cardiovascular Medicine ,Critical Care and Intensive Care Medicine - Published
- 2022
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35. Light-regulated voltage-gated potassium channels for acute interrogation of channel function in neurons and behavior
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Benjamin R. Arenkiel, Jay M. Patel, Henry H. Jerng, Tamor A. Khan, and Paul J. Pfaffinger
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0301 basic medicine ,Potassium Channels ,Light ,Physiology ,Xenopus ,Social Sciences ,Action Potentials ,Biochemistry ,Ion Channels ,Membrane Potentials ,Mice ,Xenopus laevis ,0302 clinical medicine ,Animal Cells ,Homeostatic plasticity ,Medicine and Health Sciences ,Psychology ,Membrane potential ,Neurons ,Light Pulses ,Multidisciplinary ,Chemistry ,Physics ,Electromagnetic Radiation ,Eukaryota ,Brain ,Voltage-gated potassium channel ,Animal Models ,Olfactory Bulb ,Potassium channel ,Electrophysiology ,Experimental Organism Systems ,Physical Sciences ,Xenopus Oocytes ,Vertebrates ,Medicine ,Frogs ,Cellular Types ,Anatomy ,Research Article ,Science ,Biophysics ,Neurophysiology ,Mice, Transgenic ,Optogenetics ,Research and Analysis Methods ,Transfection ,Amphibians ,03 medical and health sciences ,Model Organisms ,Biological neural network ,Animals ,Humans ,Molecular Biology Techniques ,Molecular Biology ,Ion channel ,Behavior ,Organisms ,Biology and Life Sciences ,Proteins ,Cell Biology ,Olfactory bulb ,030104 developmental biology ,HEK293 Cells ,nervous system ,Cellular Neuroscience ,Animal Studies ,Oocytes ,Shaker Superfamily of Potassium Channels ,Zoology ,030217 neurology & neurosurgery ,Neuroscience - Abstract
Voltage-gated potassium (Kv) channels regulate the membrane potential and conductance of excitable cells to control the firing rate and waveform of action potentials. Even though Kv channels have been intensely studied for over 70 year, surprisingly little is known about how specific channels expressed in various neurons and their functional properties impact neuronal network activity and behavior in vivo. Although many in vivo genetic manipulations of ion channels have been tried, interpretation of these results is complicated by powerful homeostatic plasticity mechanisms that act to maintain function following perturbations in excitability. To better understand how Kv channels shape network function and behavior, we have developed a novel optogenetic technology to acutely regulate Kv channel expression with light by fusing the light-sensitive LOV domain of Vaucheria frigida Aureochrome 1 to the N-terminus of the Kv1 subunit protein to make an Opto-Kv1 channel. Recording of Opto-Kv1 channels expressed in Xenopus oocytes, mammalian cells, and neurons show that blue light strongly induces the current expression of Opto-Kv1 channels in all systems tested. We also find that an Opto-Kv1 construct containing a dominant-negative pore mutation (Opto-Kv1(V400D)) can be used to down-regulate Kv1 currents in a blue light-dependent manner. Finally, to determine whether Opto-Kv1 channels can elicit light-dependent behavioral effect in vivo, we targeted Opto-Kv1 (V400D) expression to Kv1.3-expressing mitral cells of the olfactory bulb in mice. Exposure of the bulb to blue light for 2–3 hours produced a significant increase in sensitivity to novel odors after initial habituation to a similar odor, comparable to behavioral changes seen in Kv1.3 knockout animals. In summary, we have developed novel photoactivatable Kv channels that provide new ways to interrogate neural circuits in vivo and to examine the roles of normal and disease-causing mutant Kv channels in brain function and behavior.
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- 2021
36. Marked differences in local bone remodeling in response to different marrow stimulation techniques in a large animal
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Sanjeev Gupta, Ryan C. Locke, Brendan D. Stoeckl, Robert L. Mauck, J. Koh, Jay M. Patel, Hannah M. Zlotnick, James L. Carey, and K.D. Browne
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Pathology ,medicine.medical_specialty ,business.industry ,Basic science ,Cartilage ,Bone resorption ,Bone remodeling ,medicine.anatomical_structure ,medicine ,Marrow stimulation ,Kirschner wire ,Cartilage repair ,business ,Large animal - Abstract
Marrow stimulation, including subchondral drilling and microfracture, is the most commonly performed cartilage repair strategy, whereby the subchondral bone plate is perforated to release marrow-derived cells into a cartilage defect to initiate repair. Novel scaffolds and therapeutics are being designed to enhance and extend the positive short-term outcomes of this marrow stimulation. However, the translation of these newer treatments is hindered by bony abnormalities, including bone resorption, intralesional osteophytes, and bone cysts, that can arise after marrow stimulation. In this study, three different marrow stimulation approaches — microfracture, subchondral drilling, and needle-puncture – were evaluated in a translationally relevant large animal model, the Yucatan minipig. The objective of this study was to determine which method of marrow access (malleted awl, drilled Kirschner wire, or spring-loaded needle) best preserved the underlying subchondral bone. Fluorochrome labels were injected at the time of surgery and 2 weeks post-surgery to capture bone remodeling over the first 4 weeks. Comprehensive outcome measures included cartilage indentation testing, histological grading, microcomputed tomography, and fluorochrome imaging. Our findings indicated that needle-puncture devices best preserved the underlying subchondral bone relative to other marrow access approaches. This may relate to the degree of bony compaction occurring with marrow access, as the Kirschner wire approach, which consolidated bone most, induced the most significant bone damage with marrow stimulation. This study provides basic science evidence in support of updated marrow stimulation techniques for preclinical and clinical practice.
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- 2021
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37. Targeting cartilage EGFR pathway for osteoarthritis treatment
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Lutian Yao, Lin Han, Feifan Yu, Wei Yu, Jessica F. Liu, Tao Gui, Lesan Yan, Andrew Tsourkas, Frank Beier, Yulong Wei, Zhiliang Cheng, Jaimo Ahn, Lijun Luo, Biao Han, Leilei Zhong, Robert L. Mauck, Jay M. Patel, Zengwu Shao, Ling Qin, Lawrence Scott Levin, and Charles A. Nelson
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Cartilage, Articular ,0301 basic medicine ,Knee Joint ,medicine.medical_treatment ,Medical Physiology ,MEDLINE ,Osteoarthritis ,Article ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Gefitinib ,Rheumatology ,medicine ,Animals ,Humans ,Egfr signaling ,Epidermal growth factor receptor ,EGFR inhibitors ,030203 arthritis & rheumatology ,biology ,business.industry ,Growth factor ,Cartilage ,General Medicine ,Heparin ,Pharmacy and Pharmaceutical Sciences ,medicine.disease ,ErbB Receptors ,Disease Models, Animal ,030104 developmental biology ,medicine.anatomical_structure ,Cancer research ,biology.protein ,business ,Transforming growth factor ,medicine.drug - Abstract
© 2021 The Authors. Osteoarthritis (OA) is a widespread joint disease for which there are no disease-modifying treatments. Previously, we found that mice with cartilage-specific epidermal growth factor receptor (EGFR) deficiency developed accelerated knee OA. To test whether the EGFR pathway can be targeted as a potential OA therapy, we constructed two cartilage-specific EGFR overactivation models in mice by overexpressing heparin binding EGF-like growth factor (HBEGF), an EGFR ligand. Compared to wild type, Col2-Cre HBEGF-overexpressing mice had persistently enlarged articular cartilage from adolescence, due to an expanded pool of chondroprogenitors with elevated proliferation ability, survival rate, and lubricant production. Adult Col2-Cre HBEGF-overexpressing mice and Aggrecan-CreER HBEGF-overexpressing mice were resistant to cartilage degeneration and other signs of OA after surgical destabilization of the medial meniscus (DMM). Treating mice with gefitinib, an EGFR inhibitor, abolished the protective action against OA in HBEGF-overexpressing mice. Polymeric micellar nanoparticles (NPs) conjugated with transforming growth factor-α (TGFα), a potent EGFR ligand, were stable and nontoxic and had long joint retention, high cartilage uptake, and penetration capabilities. Intra-articular delivery of TGFα-NPs effectively attenuated surgery-induced OA cartilage degeneration, subchondral bone plate sclerosis, and joint pain. Genetic or pharmacologic activation of EGFR revealed no obvious side effects in knee joints and major vital organs in mice. Together, our studies demonstrate the feasibility of using nanotechnology to target EGFR signaling for OA treatment.
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- 2021
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38. Nonsurgical Treatment of De Quervain Tenosynovitis: A Prospective Randomized Trial
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Joseph A. Ippolito, Irfan H. Ahmed, Spencer Hauser, Michael M. Vosbikian, and Jay M. Patel
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030222 orthopedics ,medicine.medical_specialty ,Randomization ,Tenosynovitis ,Visual analogue scale ,business.industry ,030230 surgery ,Wrist pain ,medicine.disease ,Surgery ,law.invention ,Finkelstein's test ,03 medical and health sciences ,0302 clinical medicine ,Randomized controlled trial ,law ,Dash ,medicine ,Orthopedics and Sports Medicine ,medicine.symptom ,business ,Prospective cohort study - Abstract
Background: De Quervain tenosynovitis is commonly seen in patients who perform repetitive wrist ulnar deviation with thumb abduction and extension. Previous studies comparing nonsurgical options have contributed to a lack of consensus about ideal management. This study’s purpose was to analyze results in prospectively randomized patients treated with either corticosteroid injection (CSI) alone versus CSI with immobilization. Methods: Radial sided wrist pain, first dorsal compartment tenderness, and positive Finkelstein test were used to define De Quervain. Pain score of 4 or higher on a visual analog scale (VAS) was utilized for inclusion. Following exclusion criteria, patients underwent randomization into groups: (1) CSI alone; or (2) CSI with 3 weeks of immobilization. We followed at 3 weeks and 6 months for further evaluation, where resolution of symptoms and improvements in VAS and Disabilities of the Arm, Shoulder, and Hand (DASH) scores were assessed to evaluate treatment success. Results: Nine patients with CSI alone and 11 patients with CSI and immobilization were followed. At 6 months in both groups, patients experienced significant improvement in VAS and DASH scores, while 88% of patients with CSI alone and 73% of patients with CSI and immobilization experienced complete resolution of at least 2 out of 3 of their pretreatment symptoms. Between groups, outcomes were comparable except for resolution of radial-sided wrist pain, which was superior in patients with CSI alone (100% vs 64%). Conclusions: Immobilization following injection increases costs, may hinder activities of daily living, and did not contribute to improved patient outcomes in this study. Further prospective studies are warranted.
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- 2018
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39. Results of single row versus double row arthroscopic repair in massive rotator cuff tear
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Chirag H. Chudasama and Jay M Patel
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medicine.medical_specialty ,Activities of daily living ,medicine.diagnostic_test ,business.industry ,Arthroscopy ,Elbow ,Surgery ,Patient satisfaction ,medicine.anatomical_structure ,Orthopedic surgery ,medicine ,Tears ,Rotator cuff ,business ,Prospective cohort study - Abstract
Introduction: Rotator cuff disease is a painful condition with a multifactorial aetiology in which severe or chronic impingement of the rotator cuff tendons on the under- surface of the coracoacromial arch is often a significant factor. Although not a life-threatening condition, RC tears may cause significant pain, weakness, and limitation of motion. A shoulder disorder can increase functional dependency in the elderly due to difficulties in completing activities of daily living and in young it causes absenteeism from work, decreased productivity and consequential socioeconomic loss. In recent years, arthroscopy is gaining a steady popularity among Indian orthopaedic surgeons. While more complete arthroscopic or arthroscopic-assisted rotator cuff repairs are done day by day, the literature on this subject is relatively sparse. We undertook the present study to evaluate functional outcome of total arthroscopic repair of rotator cuff tear using UCLA and ASES scores at Government Institute. Aim: This study was carried out to assess the results in terms of functional outcome and patient satisfaction of arthroscopic repair of rotator cuff tear. Materials and Methods: “Results of single row versus double row arthroscopic repair in massive rotator cuff tear” is a prospective cohort study conducted for 30 months from July 2015 to December 2017, on 30 patients admitted and operated for rotator cuff tear at Civil Hospital Ahmedabad affiliated to B J Medical College. The functional outcome was assessed by two scoring systems: UCLA (University of California at Los Angeles) [12, 13, 14] and ASES (American Shoulder and Elbow Surgeon) scores [15] and constant Murley score. Results and Discussion: In our study, we have included only arthroscopically operated rotator cuff tears. Comparison with open, miniopen approaches is thus not possible. We have found 100% success rates in terms of improvement in UCLA, ASES and Constant scores. Mean preop UCLA scores (8.53), Ases (9.91) and Constant (9.83) scores were improved upto UCLA (30.63), ASES (76.98) and Constant (86.9) at end of 12 months follow-up. In our study we have compared results of single row and double row techniques using functional outcome, surgical time and expence. We have compred our results with BMC review conducted by Tudisco et al. Conclusion: In current orthopaedics practice, arthroscopic repair of rotator cuff tear offers excellent results in terms of functional outcome with minimal morbidity.
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- 2018
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40. Interference Screw Versus Suture Endobutton Fixation of a Fiber-Reinforced Meniscus Replacement Device in a Human Cadaveric Knee Model
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Michael G. Dunn, Jay M. Patel, Deep A. Raole, Andrzej Brzezinski, and Charles J. Gatt
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Adult ,Adolescent ,Knee Joint ,Bone Screws ,Physical Therapy, Sports Therapy and Rehabilitation ,Load distribution ,Knee Injuries ,Young Adult ,03 medical and health sciences ,Fixation (surgical) ,0302 clinical medicine ,Cadaver ,Humans ,Medicine ,Meniscus ,Orthopedics and Sports Medicine ,A fibers ,Fibrous joint ,Orthodontics ,030222 orthopedics ,Sutures ,Tibia ,business.industry ,Biomechanics ,030229 sport sciences ,Middle Aged ,Biomechanical Phenomena ,medicine.anatomical_structure ,business ,Cadaveric spasm ,Knee injuries ,Meniscal lesions - Abstract
Background:Meniscal lesions represent one of the most common intra-articular knee injuries. Meniscus replacement devices are needed to restore load distribution and knee stability after meniscectomy. Fixation of these devices is crucial to the generation of hoop stresses and the distribution of loads in the joint.Purpose:To evaluate 2 different fixation techniques (suture endobutton and interference screw) for implantation of a novel meniscus device.Study Design:Controlled laboratory study.Methods:In 7 human cadaveric knees (aged 17-61 years), 1 anterior and 2 potential posterior tunnel locations were investigated, and both fixation techniques were tested in each tunnel. The native meniscus roots, devices fixed with a suture endobutton, and devices fixed with an interference screw were gripped with cryoclamps, and tibias were drilled and loaded into a custom jig. Samples were preloaded, preconditioned, loaded for 500 cycles (50-150 N), and tested in tension until failure.Results:For all 3 tunnels, suture fixation resulted in greater elongation (54.1%-150.7% greater; P < .05) during cyclic loading than interference screw fixation, which approximated the native roots. Both fixation techniques displayed ultimate tensile loads in the same range as native roots. However, stiffness of the suture fixation groups (36.5-41.6 N/mm) was only 28% to 37% of that of the interference screw fixation groups (98.7-131.6 N/mm), which had values approaching those of the native roots (anterior: 175.4 ± 24.2 N/mm; posterior: 157.6 ± 22.9 N/mm).Conclusion:Interference screw fixation was found to be superior to suture fixation with regard to elongation and stiffness, a finding that should be considered in the design and implantation of novel meniscus replacement devices.Clinical Relevance:With the emergence of various devices for total meniscus replacement, the establishment of fixation strategies is crucial for the generation of tensile hoop stresses and the efficacy of these approaches.
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- 2018
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41. Spectrum of Extratesticular and Testicular Pathologic Conditions at Scrotal MR Imaging
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Ahmed S. Abdalla, Frank H. Miller, Jay M. Patel, Pardeep Mittal, Helena Gabriel, Deborah A. Baumgarten, Argha Chatterjee, Peter A. Harri, and Courtney C. Moreno
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Male ,medicine.medical_specialty ,Physical examination ,Testicular Diseases ,Surgical planning ,030218 nuclear medicine & medical imaging ,Diagnosis, Differential ,Lesion ,03 medical and health sciences ,0302 clinical medicine ,Testicular Neoplasms ,Scrotum ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Family history ,Testicular cancer ,medicine.diagnostic_test ,business.industry ,Magnetic resonance imaging ,medicine.disease ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Radiology ,medicine.symptom ,Differential diagnosis ,business - Abstract
Diagnostic workup of scrotal lesions should begin with a complete clinical history and physical examination, including analysis of risk factors such as family history of testicular cancer, personal history of tumor in the contralateral testis, and cryptorchidism, followed by imaging. Scrotal ultrasonography (US) with a combination of gray-scale and color Doppler techniques has been the first-line imaging modality for evaluation of testicular and extratesticular lesions because of its low cost, wide availability, and high diagnostic accuracy. However, US has limitations related to operator dependence, the relatively small field of view, and lack of tissue characterization. Magnetic resonance (MR) imaging, because of its superior soft-tissue contrast and multiplanar capabilities, is increasingly being used as a supplemental diagnostic problem-solving tool in cases where scrotal US findings are inconclusive or nondiagnostic. In addition to morphology, lesion location, and tissue characterization (eg, fat, blood products, granulation tissue, and fibrosis), scrotal MR imaging provides important information that can affect surgical planning and improve patient care. MR imaging also is helpful for differentiating testicular and extratesticular lesions, distinguishing between benign and malignant lesions, and evaluating the local extent of disease. This review discusses the anatomy and MR imaging features of testicular and extratesticular neoplastic and nonneoplastic conditions and describes relevant MR imaging techniques. ©RSNA, 2018 Contact information that appeared in the print version of this article was updated in the online version on May 14, 2018.
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- 2018
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42. Demonstration of a consensus approach for the calculation of physicochemical properties required for environmental fate assessments
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Jay M. Patel, John Olmstead, S. H. Hilal, Kurt Wolfe, Caroline Tebes-Stevens, Michaela Koopmans, Eric J. Weber, and Nick Pope
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Octanols ,Quantitative structure–activity relationship ,Consensus ,Environmental Engineering ,Chemical Phenomena ,Vapor Pressure ,Vapor pressure ,Health, Toxicology and Mutagenesis ,Polychlorinated dibenzodioxins ,010501 environmental sciences ,01 natural sciences ,Article ,law.invention ,chemistry.chemical_compound ,Polybrominated diphenyl ethers ,law ,Statistics ,Halogenated Diphenyl Ethers ,Environmental Chemistry ,Polycyclic Aromatic Hydrocarbons ,0105 earth and related environmental sciences ,Public Health, Environmental and Occupational Health ,Water ,General Medicine ,General Chemistry ,Models, Theoretical ,Pollution ,0104 chemical sciences ,Reliability engineering ,Partition coefficient ,010404 medicinal & biomolecular chemistry ,Solubility ,Calculator ,chemistry ,Melting point ,Environmental science ,Environmental Pollutants ,Geometric mean ,Hydrophobic and Hydrophilic Interactions ,Software - Abstract
Eight software applications are compared for their performance in estimating the octanol-water partition coefficient (Kow), melting point, vapor pressure and water solubility for a dataset of polychlorinated biphenyls, polybrominated diphenyl ethers, polychlorinated dibenzodioxins, and polycyclic aromatic hydrocarbons. The predicted property values are compared against a curated dataset of measured property values compiled from the scientific literature with careful consideration given to the analytical methods used for property measurements of these hydrophobic chemicals. The variability in the predicted values from different calculators generally increases for higher values of Kow and melting point and for lower values of water solubility and vapor pressure. For each property, no individual calculator outperforms the others for all four of the chemical classes included in the analysis. Because calculator performance varies based on chemical class and property value, the geometric mean and the median of the calculated values from multiple calculators that use different estimation algorithms are recommended as more reliable estimates of the property value than the value from any single calculator.
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- 2018
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43. Six-Month Outcomes of Clinically Relevant Meniscal Injury in a Large-Animal Model
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Brendan D. Stoeckl, Miltiadis H. Zgonis, Jay M. Patel, Sonia Bansal, Michael W. Hast, Robert L. Mauck, Carla R. Scanzello, Kamiel S. Saleh, Elisabeth A. Lemmon, Dawn M. Elliott, Liane M. Miller, and Kyle D. Meadows
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medicine.medical_specialty ,business.industry ,Biomechanics ,knee ,Meniscus (anatomy) ,Article ,biomechanics ,Surgery ,medicine.anatomical_structure ,Meniscal injury ,meniscus ,general ,medical aspects of sports ,Medicine ,Tears ,Orthopedics and Sports Medicine ,microscopic pathology ,Microscopic pathology ,business ,Large animal - Abstract
Background: The corrective procedures for meniscal injury are dependent on tear type, severity, and location. Vertical longitudinal tears are common in young and active individuals, but their natural progression and impact on osteoarthritis (OA) development are not known. Root tears are challenging and they often indicate poor outcomes, although the timing and mechanisms of initiation of joint dysfunction are poorly understood, particularly in large-animal and human models. Purpose/Hypothesis: In this study, vertical longitudinal and root tears were made in a large-animal model to determine the progression of joint-wide dysfunction. We hypothesized that OA onset and progression would depend on the extent of injury-based load disruption in the tissue, such that root tears would cause earlier and more severe changes to the joint. Study Design: Controlled laboratory study. Methods: Sham surgeries and procedures to create either vertical longitudinal or root tears were performed in juvenile Yucatan mini pigs through randomized and bilateral arthroscopic procedures. Animals were sacrificed at 1, 3, or 6 months after injury and assessed at the joint and tissue level for evidence of OA. Functional measures of joint load transfer, cartilage indentation mechanics, and meniscal tensile properties were performed, as well as histological evaluation of the cartilage, meniscus, and synovium. Results: Outcomes suggested a progressive and sustained degeneration of the knee joint and meniscus after root tear, as evidenced by histological analysis of the cartilage and meniscus. This occurred in spite of spontaneous reattachment of the root, suggesting that this reattachment did not fully restore the function of the native attachment. In contrast, the vertical longitudinal tear did not cause significant changes to the joint, with only mild differences compared with sham surgery at the 6-month time point. Conclusion: Given that the root tear, which severs circumferential connectivity and load transfer, caused more intense OA compared with the circumferentially stable vertical longitudinal tear, our findings suggest that without timely and mechanically competent fixation, root tears may cause irreversible joint damage. Clinical Relevance: More generally, this new model can serve as a test bed for experimental surgical, scaffold-based, and small molecule–driven interventions after injury to prevent OA progression.
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- 2021
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44. Targeting cartilage epidermal growth factor receptor signaling pathway for osteoarthritis treatment
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Frank Beier, Zhiliang Cheng, Andrew Tsourkas, Biao Han, Lutian Yao, Lesan Yan, L. Han, Jay M. Patel, Leilei Zhong, Feifan Yu, Ling Qin, Jaimo Ahn, Robert L. Mauck, Wei Yu, Lijun Luo, Zengwu Shao, Yulong Wei, and Tao Gui
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medicine.anatomical_structure ,Rheumatology ,biology ,Cartilage ,Biomedical Engineering ,Cancer research ,biology.protein ,medicine ,Orthopedics and Sports Medicine ,Epidermal growth factor receptor ,Osteoarthritis ,Signal transduction ,medicine.disease - Published
- 2021
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45. Mechanical Activation of a Multimeric Adhesive Protein Through Domain Conformational Change
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Sithara S. Wijeratne, Eric Botello, Hui-Chun Yeh, Zhou Zhou, Angela L. Bergeron, Eric W. Frey, Jay M. Patel, Leticia Nolasco, Nancy A. Turner, Joel L. Moake, Jing-fei Dong, and Ching-Hwa Kiang
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- 2013
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46. S2366 A Tortuous Journey Through the Treatment of a Rare Upper Gastrointestinal Bleed; A Case Report of Hemorrhagic Shock from a Dieulafoy Lesion and the Interdisciplinary Orchestration of Management
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Malik Khan, Amy Rechenberg, Eric Y. Lee, Allyson Hunt, and Jay M. Patel
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Lesion ,Upper gastrointestinal bleed ,medicine.medical_specialty ,Hepatology ,business.industry ,Hemorrhagic shock ,Gastroenterology ,medicine ,Radiology ,Orchestration (computing) ,medicine.symptom ,business - Published
- 2021
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47. Duplex Criteria for Carotid Stenosis Should Be Interpreted with Caution among Left Ventricular Assist Device Patients
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Jay M. Patel, David Morrell, Anthony P. Kronfli, Faisal Aziz, and Jason Martinez
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medicine.medical_specialty ,Stenosis ,business.industry ,Duplex (building) ,Ventricular assist device ,medicine.medical_treatment ,Internal medicine ,medicine ,Cardiology ,Surgery ,medicine.disease ,business - Published
- 2020
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48. Retrospective case series of isotretinoin outcomes for acne in 393 female patients at Baylor College of Medicine during 2012-2016
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Jay M. Patel, Emma Weiss, Jiating Jiang, Joan Fernandez, Harry Dao, Brigette Lee, and Soo Jung Kim
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Adult ,medicine.medical_specialty ,Time Factors ,Dose-Response Relationship, Drug ,business.industry ,MEDLINE ,Administration, Oral ,Dermatology ,medicine.disease ,Drug Administration Schedule ,Treatment Outcome ,Acne Vulgaris ,Female patient ,medicine ,Humans ,Female ,Dermatologic Agents ,Isotretinoin ,business ,Acne ,Retrospective Studies ,medicine.drug - Published
- 2020
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49. Introduction to Web Scraping
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Jay M. Patel
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World Wide Web ,Rest (physics) ,Computer science ,Sentiment analysis ,Use case ,computer.software_genre ,Pipeline (software) ,computer ,Web scraping - Abstract
In this chapter, you will learn about the common use cases for web scraping. The overall goal of this book is to take raw web crawls and transform them into structured data which can be used for providing actionable insights. We will demonstrate applications of such a structured data from a rest API endpoint by performing sentiment analysis on Reddit comments. Lastly, we will talk about the different steps of the web scraping pipeline and how we are going to explore them in this book.
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- 2020
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50. Relational Databases and SQL Language
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Jay M. Patel
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Schedule ,SQL ,Database ,Relational database ,Computer science ,Mail order ,computer.software_genre ,computer ,Row ,computer.programming_language - Abstract
Relational databases organize data in rows and tables like a printed mail order catalog or a train schedule list and are indispensable for storing structured information from scraped websites.
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- 2020
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