7 results on '"Forsberg, Jonathan A."'
Search Results
2. Validation of PATHFx 2.0: An open‐source tool for estimating survival in patients undergoing pathologic fracture fixation.
- Author
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Overmann, Archie L., Clark, DesRaj M., Tsagkozis, Panagiotis, Wedin, Rikard, and Forsberg, Jonathan A.
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FRACTURE fixation ,RECEIVER operating characteristic curves ,BONE metastasis ,MEDICAL records - Abstract
Treatment decisions in patients with metastatic bone disease rely on accurate survival estimation. We developed the original PATHFx models using expensive, proprietary software and now seek to provide a more cost‐effective solution. Using open‐source machine learning software to create PATHFx version 2.0, we asked whether PATHFx 2.0 could be created using open‐source methods and externally validated in two unique patient populations. The training set of a well‐characterized, database records of 189 patients and the bnlearn package within R Version 3.5.1 (R Foundation for Statistical Computing), was used to establish a series of Bayesian belief network models designed to predict survival at 1, 3, 6, 12, 18, and 24 months. Each was externally validated in both a Scandinavian (n = 815 patients) and a Japanese (n = 261 patients) data set. Brier scores and receiver operating characteristic curves to assessed discriminatory ability. Decision curve analysis (DCA) evaluated whether models should be used clinically. DCA showed that the model should be used clinically at all time points in the Scandinavian data set. For the 1‐month time point, DCA of the Japanese data set suggested to expect better outcomes assuming all patients will survive greater than 1 month. Brier scores for each curve demonstrate that the models are accurate at each time point. Statement of Clinical Significance: we successfully transitioned to PATHFx 2.0 using open‐source software and externally validated it in two unique patient populations, which can be used as a cost‐effective option to guide surgical decisions in patients with metastatic bone disease. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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3. Trauma induced heterotopic ossification patient serum alters mitogen activated protein kinase signaling in adipose stem cells.
- Author
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Martin, Elizabeth C., Qureshi, Ammar T., Llamas, Claire B., Boos, Elaine C., King, Andrew G., Krause, Peter C., Lee, Olivia C., Dasa, Vinod, Freitas, Michael A., Forsberg, Jonathan A., Elster, Eric A., Davis, Thomas A., and Gimble, J. M.
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HETEROTOPIC ossification ,MITOGEN-activated protein kinases ,BONE injuries ,CELLULAR signal transduction ,BLOOD serum analysis ,STEM cells ,ADIPOSE tissues - Abstract
Post-traumatic heterotopic ossification (HO) is the formation of ectopic bone in non-osseous structures following injury. The precise mechanism for bone development following trauma is unknown; however, early onset of HO may involve the production of pro-osteogenic serum factors. Here we evaluated serum from a cohort of civilian and military patients post trauma to determine early induction gene signatures in orthopaedic trauma induced HO. To test this, human adipose derived stromal/stem cells (hASCs) were stimulated with human serum from patients who developed HO following trauma and evaluated for a gene panel with qPCR. Pathway gene analysis ontology revealed that hASCs stimulated with serum from patients who developed HO had altered gene expression in the activator protein 1 (AP1) and AP1 transcriptional targets pathways. Notably, there was a significant repression in FOS gene expression in hASCs treated with serum from individuals with HO. Furthermore, the mitogen-activated protein kinase (MAPK) signaling pathway was activated in hASCs following serum exposure from individuals with HO. Serum from both military and civilian patients with trauma induced HO had elevated downstream genes associated with the MAPK pathways. Stimulation of hASCs with known regulators of osteogenesis (BMP2, IL6, Forskolin, and WNT3A) failed to recapitulate the gene signature observed in hASCs following serum stimulation, suggesting non-canonical mechanisms for gene regulation in trauma induced HO. These findings provide new insight for the development of HO and support ongoing work linking the systemic response to injury with wound specific outcomes. [ABSTRACT FROM AUTHOR]
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- 2018
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4. Palovarotene inhibits connective tissue progenitor cell proliferation in a rat model of combat‐related heterotopic ossification.
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Wheatley, Benjamin M., Cilwa, Katherine E., Dey, Devaveena, Qureshi, Ammar T., Seavey, Jonathan G., Tomasino, Allison M., Sanders, Erin M., Bova, Wesley, Boehm, Cynthia A., Iwamoto, Masahiro, Potter, Benjamin K., Forsberg, Jonathan A., Muschler, George F., and Davis, Thomas A.
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HETEROTOPIC ossification ,GENE expression ,CELL proliferation ,INFLAMMATION ,RAMAN spectroscopy - Abstract
ABSTRACT: Heterotopic ossification (HO) develops in the extremities of wounded service members and is common in the setting of high‐energy penetrating injuries and blast‐related amputations. No safe and effective prophylaxis modality has been identified for this patient population. Palovarotene has been shown to reduce bone formation in traumatic and genetic models of HO. The purpose of this study was to determine the effects of Palovarotene on inflammation, progenitor cell proliferation, and gene expression following a blast‐related amputation in a rodent model (
n = 72 animals), as well as the ability of Raman spectroscopy to detect early HO before radiographic changes are present. Treatment with Palovarotene was found to dampen the systemic inflammatory response including the cytokines IL‐6 (p = 0.01), TNF‐α (p = 0.001), and IFN‐γ (p = 0.03) as well as the local inflammatory response via a 76% reduction in the cellular infiltration at post‐operative day (POD)‐7 (p = 0.03). Palovarotene decreased osteogenic connective tissue progenitor (CTP‐O) colonies by as much as 98% both in vitro (p = 0.04) and in vivo (p = 0.01). Palovarotene treated animals exhibited significantly decreased expression of osteo‐ and chondrogenic genes by POD‐7, including BMP4 (p = 0.02). Finally, Raman spectroscopy was able to detect differences between the two groups by POD‐1 (p < 0.001). These results indicate that Palovarotene inhibits traumatic HO formation through multiple inter‐related mechanisms including anti‐inflammatory, anti‐proliferative, and gene expression modulation. Further, that Raman spectroscopy is able to detect markers of early HO formation before it becomes radiographically evident, which could facilitate earlier diagnosis and treatment. © 2017 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 36:1135–1144, 2018. [ABSTRACT FROM AUTHOR]- Published
- 2018
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5. Early local delivery of vancomycin suppresses ectopic bone formation in a rat model of trauma-induced heterotopic ossification.
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Seavey, Jonathan G., Wheatley, Benjamin M., Pavey, Gabriel J., Tomasino, Allison M., Hanson, Margaret A., Sanders, Erin M., Dey, Devaveena, Moss, Kaitlyn L., Potter, Benjamin K., Forsberg, Jonathan A., Qureshi, Ammar T., and Davis, Thomas A.
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VANCOMYCIN ,OSSIFICATION ,ANIMAL disease models ,ECTOPIC hormones ,BLAST injuries ,WOUND infections - Abstract
ABSTRACT Heterotopic ossification (HO) is a debilitating sequela of high-energy injuries. It frequently requires surgical excision once symptomatic and there is no practical prophylaxis for combat-injured patients. In this study, we examined the effect of local vancomycin powder on HO formation in a small animal model of blast-related, post-traumatic HO. Male Sprague-Dawley rats were subjected to a polytraumatic extremity injury and amputation with or without methicillin-resistant Staphylococcus aureus infection. Animals were randomized to receive a single local application of vancomycin (20 mg/kg) at the time of injury (POD-0, n = 34) or on postoperative day-3 (POD-3, n = 11). Quantitative volumetric measurement of ectopic bone was calculated at 12-weeks post-injury by micro-CT. Bone marrow and muscle tissues were also collected to determine the bacterial burden. Blood for serum cytokine analysis was collected at baseline and post-injury. Vancomycin treatment on POD-0 suppressed HO formation by 86% and prevented bone marrow and soft tissue infections. We concurrently observed a marked reduction histologically in nonviable tissue, chronic inflammatory cell infiltrates, bone infection, fibrous tissue, and areas of bone necrosis within this same cohort. Delayed treatment was significantly less efficacious. Neither treatment had a marked effect on the production of pro-inflammatory cytokines. Our study demonstrates that local vancomycin treatment at the time of injury significantly reduces HO formation in both the presence and absence of infection, with decreased efficacy if not given early. These findings further support the concept that the therapeutic window for prophylaxis is narrow, highlighting the need to develop early treatment strategies for clinical management. © 2017 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 35:2397-2406, 2017. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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6. Location-dependent heterotopic ossification in the rat model: The role of activated matrix metalloproteinase 9.
- Author
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Davis, Eleanor L., Sonnet, Corinne, Lazard, ZaWaunyka W., Henslee, Gabrielle, Gugala, Zbigniew, Salisbury, Elizabeth A., Strecker, Edward V., Davis, Thomas A., Forsberg, Jonathan A., Davis, Alan R., and Olmsted‐Davis, Elizabeth A.
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HETEROTOPIC ossification ,MATRIX metalloproteinases ,BONE morphogenetic proteins ,BONE growth ,GENE therapy ,LABORATORY rats - Abstract
ABSTRACT Extremity amputation or traumatic injury can often lead to the formation of heterotopic ossification (HO). Studies to induce HO in rat muscle using cell-based gene therapy show that this process appears to be location dependent. In the present study, HO was induced in mice and rats through injection of immunologically matched cells transduced with either a replication-defective adenovirus possessing bone morphogenetic protein 2 (BMP2) or an empty adenovirus vector (control). Injection in rat near the skeletal bone resulted in HO, whereas cells injected into the same muscle group but distal from the bone did not result in bone formation. When cells were injected in the same limb at both locations at the same time, HO was formed at both sites. Characterization of the bone formation in rats versus mice demonstrated that different sources of osteogenic progenitors were involved, which may account for the location dependent bone formation observed in the rat. Further experimentation has shown that a potential reason for this difference may be the inability of rat to activate matrix metalloproteinase 9 (MMP9), an essential protease in mice necessary for recruitment of progenitors. Inhibition of active MMP9 in mice led to a significant decrease in HO. The studies reported here provide insight into the mechanisms and pathways leading to bone formation in different animals and species. It appears that not all animal models are appropriate for testing HO therapies, and our studies also challenge the conventional wisdom that larger animal models are better for testing treatments affecting bone. © 2016 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 34:1894-1904, 2016. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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7. Orthopaedic osseointegration: Implantology and future directions.
- Author
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Overmann, Archie L., Aparicio, Conrado, Richards, John T., Mutreja, Isha, Fischer, Nicholas G., Wade, Sean M., Potter, Benjamin K., Davis, Thomas A., Bechtold, Joan E., Forsberg, Jonathan A., and Dey, Devaveena
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OSSEOINTEGRATION ,BONES ,METALS in surgery ,METALLIC surfaces ,MICROSCOPY - Abstract
Osseointegration (OI) is the direct anchorage of a metal implant into bone, allowing for the connection of an external prosthesis to the skeleton. Osseointegration was first discovered in the 1960s based on the microscopic analysis of titanium implant placed into host bone. New bone was observed to attach directly to the metal surface. Following clinical investigations into dentistry applications, OI was adapted to treat extremity amputations. These bone anchored implants, which penetrate the skin and soft tissues, eliminate many of the challenges of conventional prosthetic sockets, such as poor fit and suspension, skin breakdown, and pain. Osseointegrated implants show promise to improve prosthesis use, pain, and function for amputees. The successful process of transcutaneous metal integration into host bone requires three synergistic systems: the host bone, the metal implant, and the skin‐implant interface. All three systems must be optimized for successful incorporation and longevity of the implant. Osseointegration begins during surgical implantation of the metal components through a complex interplay of cellular mechanisms. While implants can vary in design—including the original screw, press fit implants, and compressive osseointegration—they face common challenges to successful integration and maintenance of fixation within the host bone. Overcoming these challenges requires the understanding of the complex interactions between each element of OI. This review outlines (a) the basic components of OI, (b) the science behind both the bone‐implant and the skin‐implant interfaces, (c) the current challenges of OI, and (d) future opportunities within the field. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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