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1.
IEEE Trans Neural Netw Learn Syst ; 34(11): 9549-9554, 2023 Nov.
Article En | MEDLINE | ID: mdl-35333718

In this research brief, the relationship between eigenvectors (with {+1, -1} components) of a synaptic weight matrix W and the stable/anti-stable states of discrete-time Hopfield associative memory (HAM) is established. Also, the synthesis of W with desired stable/anti-stable states using spectral representation of W in even/odd dimension is discussed when the threshold vector is a non-zero vector. Freedom in choice of eigenvalues is capitalized to improve the noise immunity of the Hopfield neural network (HNN). Also, the problem of optimal synthesis of Hopfield Associative memory is formulated.

2.
Int J Mol Sci ; 18(3)2017 Mar 16.
Article En | MEDLINE | ID: mdl-28300755

Osteosarcoma (OS) is an aggressive malignancy of bone affecting children, adolescents and young adults. Understanding vitamin D metabolism and vitamin D regulated genes in OS is an important aspect of vitamin D/cancer paradigm, and in evaluating vitamin D as adjuvant therapy for human OS. Vitamin D treatment of 143B OS cells induced significant and novel changes in the expression of genes that regulate: (a) inflammation and immunity; (b) formation of reactive oxygen species, metabolism of cyclic nucleotides, sterols, vitamins and mineral (calcium), quantity of gap junctions and skeletogenesis; (c) bone mineral density; and (d) cell viability of skeletal cells, aggregation of bone cancer cells and exocytosis of secretory vesicles. Ingenuity pathway analysis revealed significant reduction in Runx2 target genes such as fibroblast growth factor -1, -12 (FGF1 and FGF12), bone morphogenetic factor-1 (BMP1), SWI/SNF related, matrix associated actin dependent regulator of chromatin subfamily a, member 4 (SMARCA4), Matrix extracellular phosphoglycoprotein (MEPE), Integrin, ß4 (ITGBP4), Matrix Metalloproteinase -1, -28 (MMP1 and MMP28), and signal transducer and activator of transcription-4 (STAT4) in vitamin D treated 143B OS cells. These genes interact with the inflammation, oxidative stress and membrane vesicle biogenesis gene networks. Vitamin D not only inhibited the expression of Runx2 target genes MMP1, MMP28 and kallikrein related peptidase-7 (KLK7), but also migration and invasion of 143B OS cells. Vitamin D regulated Runx2 target genes or their products represent potential therapeutic targets and laboratory biomarkers for applications in translational oncology.


Core Binding Factor Alpha 1 Subunit/genetics , Gene Regulatory Networks , Osteosarcoma/metabolism , Oxidative Stress , Transport Vesicles/genetics , Vitamin D/pharmacology , Vitamins/pharmacology , Bone Morphogenetic Protein 1/genetics , Bone Morphogenetic Protein 1/metabolism , Cell Line, Tumor , Core Binding Factor Alpha 1 Subunit/metabolism , DNA Helicases/genetics , DNA Helicases/metabolism , Extracellular Matrix Proteins/genetics , Extracellular Matrix Proteins/metabolism , Fibroblast Growth Factors/genetics , Fibroblast Growth Factors/metabolism , Glycoproteins/genetics , Glycoproteins/metabolism , Humans , Inflammation/genetics , Integrin beta4/genetics , Integrin beta4/metabolism , Kallikreins/genetics , Kallikreins/metabolism , Matrix Metalloproteinases/genetics , Matrix Metalloproteinases/metabolism , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Phosphoproteins/genetics , Phosphoproteins/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Transport Vesicles/metabolism
3.
Transl Oncol ; 7(3): 331-40, 2014 Jun.
Article En | MEDLINE | ID: mdl-25180057

The bone microenvironment (BME) is the main hub of all skeletal related pathological events in osteosarcoma leading to tumor induced bone destruction, and decreasing overall bone quality and bone strength. The role of extra-cellular membrane vesicles (EMVs) as mediators of intercellular communication in modulating osteosarcoma-BME is unknown, and needs to be investigated. It is our hypothesis that osteosarcoma-EMVs contain pro-osteoclastogenic cargo which increases osteoclastic activity, and dysregulated bone remodeling in the osteosarcoma-BME. In this study, EMVs were isolated from the conditioned media of 143B and HOS human osteosarcoma cell cultures using differential ultracentrifugation. Nano-particle tracking analysis determined EMVs in the size range of 50-200 nm in diameter. The EMV yield from 143B cells was relatively higher compared to HOS cells. Transmission electron microscopy confirmed the ultrastructure of 143B-EMVs and detected multivesicular bodies. Biochemical characterization of 143B-EMVs detected the expression of bioactive pro-osteoclastic cargo including matrix metalloproteinases-1 and -13 (MMP-1, -13), transforming growth factor-ß (TGF-ß), CD-9, and receptor activator of nuclear factor kappa-ß ligand (RANKL). Detection of a protein signature that is uniquely pro-osteoclastic in 143B-EMVs is a novel finding, and is significant as EMVs represent an interesting mechanism for potentially mediating bone destruction in the osteosarcoma-BME. This study further demonstrates that 143B cells actively mobilize calcium in the presence of ionomycin, and forskolin, and induce cytoskeleton rearrangements leading to vesicular biogenesis. In conclusion, this study demonstrates that 143B osteosarcoma cells generate EMVs mainly by mechanisms involving increased intracellular calcium or cAMP levels, and contain pro-osteoclastic cargo.

4.
Leuk Lymphoma ; 55(2): 378-91, 2014 Feb.
Article En | MEDLINE | ID: mdl-23566162

The disparate response of leukemia cells to chemotherapy in vivo, compared to in vitro, is partly related to the interaction of leukemic cells and the three-dimensional bone marrow stromal microenvironment. We investigated the effects of chemotherapy agents on leukemic cell lines co-cultured with human bone marrow mesenchymal stem cells (hu-BM-MSCs) in a three-dimensional model (3D). Comparison was made to leukemic cells treated in suspension, or grown on a hu-BM-MSC monolayer (2D conditions). We demonstrated that leukemic cells cultured in 3D were more resistant to drug-induced apoptosis compared to cells cultured in 2D or in suspension. We also demonstrated significant differences in leukemic cell response to chemotherapy using different leukemic cell lines cultured in 3D. We suggest that the differential responses to chemotherapy in 3D may be related to the expression of N-cadherin in the co-culture system. This unique model provides an opportunity to study leukemic cell responses to chemotherapy in 3D.


Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Cell Culture Techniques/methods , Models, Biological , Bone Marrow Cells/cytology , Bone Marrow Cells/drug effects , Cadherins/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Cells, Cultured , Coculture Techniques , Cytarabine/pharmacology , Dose-Response Relationship, Drug , Doxorubicin/pharmacology , Flow Cytometry , HL-60 Cells , Humans , Immunohistochemistry , Ki-67 Antigen/metabolism , Leukemia/drug therapy , Leukemia/metabolism , Leukemia/pathology , Mesenchymal Stem Cells/cytology , Mesenchymal Stem Cells/drug effects , Mesenchymal Stem Cells/metabolism
5.
Int J Clin Exp Med ; 6(2): 119-25, 2013.
Article En | MEDLINE | ID: mdl-23386915

UNLABELLED: Devitalized Saos-2, cultured human osteosarcoma cells, or guanidinium-hydrochloride (GuHCl) extracts of these cells, induce ectopic bone and marrow formation when implanted subcutaneously in Nu/Nu mice. The aim of the present study was to characterize the bone marrow induced by Saos-2 cell extracts, specifically to determine which of the four major hematopoietic cell lineages: erythropoietic, granulopoietic, lymphopoietic and megakaryocytic, are induced by Saos-2 cell derivatives. METHODS: Immunohistochemical localization of specific antigens was used to determine the presence of each major cell type (glycophorin A for erythropoietic, neutrophil elastase for granulopoietic, factor-VIII related antigen for megakaryocytes, and CD79a for B lymphocytes). RESULTS: Standard H & E stains confirmed the presence of normally organized apparently complete bone marrow within all newly induced bone at 3 weeks post-implantation of devitalized Saos-2 cells. Immunohistochemistry confirmed the presence of erythropoietic cells, granulopoietic cells, megakaryocytes and B lymphocytes in the ectopic marrow. CONCLUSION: Saos-2 cells (freeze-dried) or their extracts, implanted subcutaneously into Nu/Nu mice, can induce normal marrow that is host-derived, and contains all major hematopoietic cell lineages. CLINICAL SIGNIFICANCE: Saos-2 induced marrow could potentially restore deficient marrow and promote bone repair.

6.
Stem Cells Dev ; 22(1): 18-26, 2013 Jan 01.
Article En | MEDLINE | ID: mdl-22970796

Wharton's jelly mesenchymal stromal cells (WJMSCs) are considered mesenchymal, multipotent, and capable of differentiating into cells of mesodermal origin. Ectodermal differentiation from mesenchymal cells has been recently reported. Herein, we show for the first time that we can generate cytokeratin 19-positive cells and hair-like structures from WJMSCs in vitro using 2 separate methodologies that utilize osteogenic media to induce WJMSCs to undergo osteogenic differentiation. In one method, WJMSCs were seeded on a matrix isolated from Wharton's jelly following decellularization. In the other method, WJMSCs were cultured to form spheroids. Our findings demonstrate that WJMSCs may have the capacity for ectodermal differentiation.


Keratin-19/metabolism , Mesenchymal Stem Cells/physiology , Wharton Jelly/cytology , Cell Culture Techniques , Cell Differentiation , Cell Surface Extensions/physiology , Cells, Cultured , Culture Media , Ectoderm/cytology , Ectoderm/physiology , Humans , Keratin-15/metabolism , Mesenchymal Stem Cells/metabolism , Osteogenesis , Phenotype , Spheroids, Cellular/metabolism , Spheroids, Cellular/physiology
7.
J Bone Oncol ; 2(1): 11-21, 2013 Feb.
Article En | MEDLINE | ID: mdl-25688332

Osteosarcoma (OS) is a bone malignancy that affects children and adolescents. It is a highly aggressive tumor and typically metastasizes to lungs. Despite aggressive chemotherapy and surgical treatments, the current 5 year survival rate is 60-70%. Clinically relevant models are needed to understand OS pathobiology, metastatic progression from bones to lungs, and ultimately, to develop more efficacious treatment strategies and improve survival rates in OS patients with metastasis. The main goal of this study was to develop and characterize an in vivo OS model that will allow non-invasive tracking of tumor progression in real time, and aid in studying OS pathobiology, and screening of potential therapeutic agents against OS. In this study, we have used a multi-modality approach using bioluminescent imaging, electron microscopy, micro-computed tomography, and histopathology to develop and characterize a preclinical Bioluminescent Osteosarcoma Orthotopic Mouse (BOOM) model, using 143B human OS cell line. The results of this study clearly demonstrate that the BOOM model represents the clinical disease as evidenced by a spectrum of changes associated with tumor establishment, progression and metastasis, and detection of known OS biomarkers in the primary and metastatic tumor tissue. Key novel findings of this study include: (a) multimodality approach for extensive characterization of the BOOM model using 143B human OS cell line; (b) evidence of renal metastasis in OS orthotopic model using 143B cells; (c) evidence of Runx2 expression in the metastatic lung tissue; and (d) evidence of the presence of extracellular membrane vesicles and myofibroblasts in the BOOM model.

8.
Ann Diagn Pathol ; 16(5): 323-9, 2012 Oct.
Article En | MEDLINE | ID: mdl-22542077

Vitamin D, in addition to its effects on bone, is important in cell cycle regulation. Vitamin D receptor (VDR) has been identified in breast, prostate, and colon cancers, as well as in canine and human osteosarcoma (OS) cell lines; however, it has not been well investigated in human OS-archived specimens. We correlated VDR, retinoid X receptor (RXR), and MIB-1 (Ki-67) expression in 110 archived OS cases with several clinicopathologic parameters including patient's age, sex, tumor location, tumor grade, and type and metastatic status. The expression of VDR and RXR was identified in human OS tissue obtained from primary and metastatic OS archival tissue. No statistically significant difference was found in VDR expression in relation with tumor grade, type, age, sex, or location. The expression of RXR was highest in higher-grade (P = .0006) and metastatic tumors but remained unchanged when correlated with tumor type, age, sex, or location. The expression of MIB-1 was statistically elevated in higher-grade tumors (P = .001), patients 25 years or younger (P = .04), tumors located in extremities (P = .005), and metastatic lesions, but was not impacted by tumor type or patient's sex. Proliferative activity was significantly reduced after treatment, as the mean MIB-1 expression dropped from 11% in primary biopsy samples to 6% in resection specimens. There appears to be a relationship between proliferative tumor activity and tumor grade, location, and metastasis. Additional studies on the analysis of the effects of vitamin D and RXR on OS proliferation, apoptosis, and differentiation are critical to further evaluate their potential role in OS treatment.


Biomarkers, Tumor/metabolism , Bone Neoplasms/metabolism , Osteosarcoma/metabolism , Receptors, Calcitriol/metabolism , Retinoid X Receptors/metabolism , Ubiquitin-Protein Ligases/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Bone Neoplasms/pathology , Bone Neoplasms/therapy , Cell Proliferation , Child , Female , Humans , Immunohistochemistry , Male , Middle Aged , Neoplasm Grading , Osteosarcoma/pathology , Osteosarcoma/therapy , Young Adult
9.
Vet Med Int ; 2012: 761034, 2012.
Article En | MEDLINE | ID: mdl-23346460

Canine osteosarcoma (OS) is an aggressive malignant bone tumor. Prognosis is primarily determined by clinical parameters. Vitamin D has been postulated as a novel therapeutic option for many malignancies. Upon activation, vitamin D receptors (VDRs) combine with retinoid receptor (RXR) forming a heterodimer initiating a cascade of events. Vitamin D's antineoplastic activity and its mechanism of action in OS remain to be clearly established. Expression of VDR, RXR, Ki-67, survivin, and ezrin was studied in 33 archived, canine OS specimens. VDR, RXR, survivin, and ezrin were expressed in the majority of cases. There was no statistically significant difference in VDR expression in relationship with tumor grade, type, or locations or animal breed, age, and/or sex. No significant association (p = 0.316) between tumor grade and Ki-67 expression was found; in particular, no difference in Ki-67 expression between grades 2 and 3 OSs was found, while a negative correlation was noted between Ki-67 and VDR expression (ρ = -0.466), a positive correlation between survivin and RXR expression was found (p = 0.374). A significant relationship exists between VDR and RXR expression in OSs and proliferative/apoptosis markers. These results establish a foundation for elucidating mechanisms by which vitamin D induces antineoplastic activity in OS.

10.
J Orthop Res ; 30(5): 831-44, 2012 May.
Article En | MEDLINE | ID: mdl-22042758

Osteosarcoma (OS) is a malignant bone tumor predominantly affecting children and adolescents. OS has a 60% survival rate with current treatments; hence, there is a need to identify novel adjuncts to chemotherapeutic regimens. In this pilot study, we investigated the dose-response to 1α,25-dihdroxyvitamin D(3) (1,α 25(OH)(2) D(3)) and 25-hydroxyvitamin D(3) (25(OH)D(3)) by human OS cell lines, SaOS-2, and 143B. We hypothesized that 1,α 25(OH)(2) D(3) and 25(OH)D(3) would stimulate differentiation and induce apoptosis in OS cells in a dose-dependent manner. Human OS cell lines, SaOS-2, and 143B, were treated with 1,α 25(OH)(2)D(3) or 25(OH)D(3) or an ethanol control, respectively, at concentrations ranging from 1 to 1,000 nM. Ki67 (a marker of cellular proliferation) immunocytochemistry revealed no significant changes in the expression of Ki-67 or MIB-1 in 1α,25(OH)(2)D(3) or 25(OH)D(3) treated SaOS-2 or 143B cells. Both control and 1α,25(OH)(2) D(3) treated SaOS-2 and 143B cells expressed vitamin D receptor (VDR). Markers of osteoblastic differentiation in 143B cells and SaOS-2 cells were induced by both 25(OH)D(3) and 1α,25(OH)(2) D, and evident by increases in alkaline phosphatase (ALP) activity, osteocalcin (OCN) mRNA expression, and mineralization of extra-cellular matrix (ECM) by alizarin red staining. An increasing trend in apoptosis in response to 25(OH)D(3), in both SaOS-2 and 143B cells was detected by terminal deoxynucleotidyl transferase (TdT)-mediated dUTP nick end labeling (TUNEL) staining. With 1α,25(OH)(2)D(3) treatment, apoptosis was evident at higher concentrations only. These preliminary findings suggest that OS cells express VDR and respond to 25(OH)D(3) and 1α,25(OH)(2)D(3) by undergoing differentiation and apoptosis.


Bone Density Conservation Agents/therapeutic use , Bone Neoplasms/drug therapy , Calcifediol/therapeutic use , Calcitriol/therapeutic use , Osteosarcoma/drug therapy , Alkaline Phosphatase/metabolism , Apoptosis/drug effects , Bone Density Conservation Agents/pharmacology , Bone Neoplasms/metabolism , Calcifediol/pharmacology , Calcitriol/pharmacology , Cell Cycle/drug effects , Cell Differentiation/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Screening Assays, Antitumor , Humans , Ki-67 Antigen/metabolism , Osteocalcin/metabolism , Osteosarcoma/metabolism , Pilot Projects , RNA, Messenger/metabolism , Receptors, Calcitriol/metabolism , Retinoblastoma Protein/metabolism , Tetrazolium Salts , Thiazoles , Tumor Suppressor Protein p53/metabolism
11.
Lab Invest ; 90(11): 1549-57, 2010 Nov.
Article En | MEDLINE | ID: mdl-20805791

Extracellular membrane vesicles (MVs) 30-1000 nm in diameter and of varying cellular origins are increasingly recognized for their participation in a range of processes, including the pathogenesis of various diseases, such as: (1) atherosclerosis, (2) thromboembolism, (3) osteoarthritis (OA), (4) chronic renal disease and pulmonary hypertension, (5) tissue invasion and metastasis by cancer cells, (6) gastric ulcers and bacterial infections, and (7) periodontitis. MVs are derived from many different cell types and intracellular mechanisms, and perform different metabolic functions or roles, depending on the cell of origin.The presence of a metabolically active, outer membrane is a distinguishing feature of all MVs, regardless of their cell type of origin and irrespective of terminologies applied to them such as exosomes, microparticles, or matrix vesicles. The MV membrane provides one of the few protected and controlled internal microenvironments outside cells in which specific metabolic objectives of the host cell may be pursued vigorously at a distance from the host cell. MVs are also involved in various forms of normal and abnormal intercellular communication. Evidence is emerging that circulating MVs are good predictors of the severity of several diseases. In addition, recently, the role of MVs in inducing immunity against cancer cells and bacterial infections has become a topic of interest to researchers in the area of therapeutics. The main objective of this review is to list and briefly describe the increasingly well-defined roles of MVs in selected diseases in which they seem to have a significant role in pathogenesis.


Atherosclerosis/etiology , Kidney Diseases/etiology , Neoplasms/etiology , Osteoarthritis/etiology , Transport Vesicles/physiology , Animals , Calcinosis/etiology , Humans , Hypertension, Pulmonary/etiology , Thromboembolism/etiology
12.
J Bone Miner Metab ; 26(5): 514-9, 2008.
Article En | MEDLINE | ID: mdl-18758911

Matrix vesicles (MVs) are well positioned in the growth plate to serve as a carrier of morphogenetic information to nearby chondrocytes and osteoblasts. Bone morphogenetic proteins (BMPs) carried in MVs could promote differentiation of these skeletal cells. Vascular endothelial growth factor (VEGF) in MVs could stimulate angiogenesis. Therefore, a study was undertaken to confirm the presence of bone morphogenetic protein (BMP)-1 through-7, VEGF, and the noncollagenous matrix proteins, bone sialoprotein (BSP), osteopontin (OPN), osteocalcin (OC), and osteonectin (ON) in isolated rat growth plate MVs. MVs were isolated from collagenase-digested rachitic rat tibial and femoral growth plates. The presence of BMP-1 through BMP-7, VEGF, BSP, ON, OPN, and OC was evaluated by Western blot, plus ELISA analyses for BMP-2 and-4 content. The alkaline phosphatase-raising ability of MV extracts on cultured rat growth plate chondrocytes was measured as a reflection of MV ability to promote chondroosseous differentiation. BMP-1 through-7, VEGF, BSP, ON, OPN, and OC were all detected by Western blot analyses. Chondrocytes treated with MV extracts showed a two-to threefold increase in alkaline phosphatase activity over control, indicating increased differentiation. Significant amounts of BMP-2 and BMP-4 were detected in MVs by ELISA. Combined, these data suggest that MVs could play an important morphogenetic role in growth plate and endochondral bone formation.


Bone Morphogenetic Proteins/metabolism , Bone and Bones , Cytoplasmic Vesicles/metabolism , Extracellular Matrix Proteins/metabolism , Vascular Endothelial Growth Factor A/metabolism , Alkaline Phosphatase/metabolism , Animals , Bone and Bones/cytology , Bone and Bones/metabolism , Chondrocytes/cytology , Chondrocytes/metabolism , Integrin-Binding Sialoprotein , Osteocalcin/metabolism , Osteonectin/metabolism , Osteopontin/metabolism , Rats , Rats, Sprague-Dawley , Sialoglycoproteins/metabolism
13.
Int J Neural Syst ; 18(2): 165-71, 2008 Apr.
Article En | MEDLINE | ID: mdl-18452250

In this paper activation dynamics of a complex valued neural network has been studied. Sufficient conditions for global exponential stability of a unique equilibrium are obtained. Our results show that in the serial mode of operation, the network converges to a stable state.


Models, Neurological , Neural Networks, Computer , Nonlinear Dynamics , Pattern Recognition, Automated , Computer Simulation , Humans
14.
J Histochem Cytochem ; 56(6): 569-77, 2008 Jun.
Article En | MEDLINE | ID: mdl-18319273

Skeletal remodeling is a finely orchestrated process coupling bone formation to bone resorption. The dynamics of coupling is regulated by the microenvironment at the bone remodeling site, which in turn is influenced by the intercellular communication between cells like osteoclasts and osteoblasts. Understanding the dynamics of coupling is important in devising new therapeutic approaches to the treatment of skeletal diseases characterized by disturbances in the bone remodeling process. In this study, we report the localization of bone morphogenetic proteins (BMPs) in osteoclasts generated from primary cocultures of bone marrow cells from mouse femur and tibia with mouse calvarial osteoblasts, using immunocytochemistry and in situ hybridization. Positive staining was seen in osteoclasts for BMP-2, -4, -6, and -7. Real-time PCR was used to quantitatively confirm the expression of transcripts for BMP-2, BMP-4, and BMP-6 mRNA in murine osteoclasts. Finally, the presence of BMP-2, -4, -6, and-7 proteins was confirmed in osteoclast lysates by Western blotting. Overall, our data suggest a possible direct role for osteoclasts in promoting bone formation via expression and synthesis of BMPs, which then would play an important role in promoting the recruitment, proliferation, and differentiation of osteoblasts at bone resorption sites.


Bone Morphogenetic Proteins/biosynthesis , Bone Remodeling , Osteoclasts/metabolism , Acid Phosphatase , Animals , Blotting, Western , Bone Marrow Cells/cytology , Bone Marrow Cells/metabolism , Bone Morphogenetic Proteins/genetics , Coculture Techniques , Femur/cytology , Immunohistochemistry , In Situ Hybridization , Isoenzymes , Mice , RNA, Messenger/biosynthesis , Reverse Transcriptase Polymerase Chain Reaction , Skull/cytology , Tartrate-Resistant Acid Phosphatase , Tibia/cytology
15.
J Histochem Cytochem ; 55(7): 745-52, 2007 Jul.
Article En | MEDLINE | ID: mdl-17371937

The mechanism of osteosclerosis associated with myelofibrosis in megakaryocyte (MK)-related myeloproliferative disorders is largely unknown. However, growth factors released from the bone marrow cells, including from MKs, have been implicated in myelofibrosis, osteosclerosis, and angiogenesis. GATA-1 is a transcription factor required for normal MK development. GATA-1 deficiency in mice (GATA-1(low)) leads to increased megakaryocytic proliferation, followed by osteosclerosis and myelofibrosis. In this study we investigated the expression of bone morphogenetic proteins (BMPs) and BMP receptors and their possible role in the development of osteosclerosis in the MKs of 12-month-old GATA-1(low) mice by immunohistochemistry, cytomorphometry, and quantitative real-time PCR. Marrow MKs from both wild-type and GATA-1(low) mice showed moderate to intense staining for BMP-2, -4, and -6 and BMPR-IA and BMPR-II, whereas splenic MKs showed no BMP immunostaining. Presence of BMP protein in the bone marrow of GATA-1(low) mice was more than that seen in controls, owing to an increased number of MKs and osteoblasts. The osteosclerosis seen in GATA-1(low) mice appeared not to be due to a reduced number of functional osteoclasts because the number of tartrate-resistant acid phosphatase-positive osteoclasts was greater in GATA-1(low) mice than in controls. Our findings demonstrate the presence of significant amounts of BMP-2, -4, and -6 along with their receptors in bone marrow MKs of WT and GATA-1(low) mice. The increased levels of BMPs appear to be a result of increased numbers of MKs in GATA-1(low) mice and may, in part, account for the stimulation of osteoblastic activity and resulting osteosclerosis.


Bone Marrow Cells/metabolism , Bone Morphogenetic Protein Receptors/biosynthesis , Bone Morphogenetic Proteins/biosynthesis , GATA1 Transcription Factor/genetics , Osteosclerosis/metabolism , Animals , Bone Marrow Cells/pathology , Bone Morphogenetic Proteins/genetics , Cell Count , Fetus , Immunohistochemistry , Liver/metabolism , Megakaryocytes/metabolism , Megakaryocytes/pathology , Mice , Mice, Mutant Strains , Osteoblasts/pathology , Osteoclasts/pathology , Osteosclerosis/pathology , Polymerase Chain Reaction , RNA, Messenger/metabolism
16.
J Orthop Res ; 25(4): 465-72, 2007 Apr.
Article En | MEDLINE | ID: mdl-17262821

The distribution and staining intensity of bone morphogenetic proteins (BMPs) 2, 4, 6, and 7 were assessed by immunohistochemistry in ectopic bone induced in Nu/Nu mice by Saos-2 cell derived implants. Devitalized Saos-2 cells or their extracts can induce endochondral bone formation when implanted subcutaneously into Nu/Nu mice. BMP staining was mostly cytoplasmic. The most intense BMP staining was seen in hypertrophic and apoptotic chondrocytes, osteoprogenitor cells such as periosteal and perivascular cells, and osteoblasts. BMP staining in osteocytes and osteoclasts was variable, ranging from undetectable to intensely stained, and from minimal to moderately stained in megakaryocytes of the induced bone marrow. BMP-2, 4, 6, and 7 staining in Saos-2 implant-induced bone indicates the following: (1) Saos-2 cell products promote expression of BMPs by host osteoprogenitor cells, which in turn, leads to bone and marrow formation at ectopic sites; (2) strong BMP staining is seen in maturing chondrocytes, and thus may play a role in chondrocyte differentiation and/or apoptosis; (3) BMP expression in perivascular and periosteal cells indicates that osteoprogenitor cells also express BMP; (4) BMP release by osteoclasts may promote osteoblastic differentiation at sites of bone remodeling. These new data can be useful in understanding the role of BMPs in promoting clinical bone repair and in various pathologic conditions.


Bone Morphogenetic Proteins/metabolism , Osteogenesis/physiology , Transforming Growth Factor beta/metabolism , Animals , Bone Morphogenetic Protein 2 , Bone Morphogenetic Protein 4 , Bone Morphogenetic Protein 6 , Bone Morphogenetic Protein 7 , Bone Morphogenetic Proteins/genetics , Cell Line, Tumor , Child , Chondrocytes/metabolism , Chondrocytes/pathology , Choristoma/metabolism , Choristoma/pathology , Female , Humans , Megakaryocytes/metabolism , Megakaryocytes/pathology , Mice , Mice, Nude , Osteoblasts/metabolism , Osteoblasts/pathology , Osteoclasts/metabolism , Osteoclasts/pathology , Transforming Growth Factor beta/genetics
17.
Bone ; 38(6): 811-7, 2006 Jun.
Article En | MEDLINE | ID: mdl-16461032

Membrane-bound extracellular matrix vesicles play an important role in the de novo initiation and propagation of calcium-phosphate mineral formation in calcifying cartilage, bone, dentin, and in pathologic calcification. Characterization of the phase, composition, crystal size, and perfection provides valuable insight into the mechanism of the mineral deposition. In the present study, Fourier transform infrared imaging spectroscopy (FT-IRIS) was used to characterize the mineral phase generated during MV-mediated in vitro mineralization. FT-IRIS studies revealed that the mineral phase associated with MVs calcified in the presence of AMP and beta-GP was always found to be crystalline hydroxyapatite while with ATP only a small amount of immature mineral, most likely an amorphous or poorly crystalline hydroxyapatite, was observed. Low concentrations of pyrophosphate (PPi) (< or = 0.01 mM) showed apatitic mineral while high concentrations showed immature calcium pyrophosphate dihydrate (CPPD). The implications of these findings are that (a) hydrolysis of AMP or beta-GP, monophosphoester substrates of MV-5' AMPase (substrate: AMP) and TNAP (substrates: AMP, beta-GP), yields orthophosphate (Pi) which leads to the formation of mature crystalline, apatite mineral, while the hydrolysis of ATP, substrate for MV-TNAP or ATPase or NPP1, inhibits the formation of mature hydroxyapatite, and (b) pyrophosphate (PPi) has a bimodal effect on mineralization, i.e., at low PPi concentrations, alkaline phosphatase activity of matrix vesicles is able to hydrolyze PPi to orthophosphate and thus facilitates the formation of basic calcium phosphate mineral which subsequently transforms into apatitic mineral. We hypothesize that, at high PPi concentrations, PPi by itself or Pi released by partial PPi hydrolysis could act as inhibitors of alkaline phosphatase activity, thereby preventing complete hydrolysis of PPi to Pi, and thus resulting in the accumulation of calcium pyrophosphate dihydrate. Therefore, in order for physiological mineralization to proceed, a balance is required between levels of Pi and PPi.


Calcification, Physiologic , Minerals/metabolism , Phosphates/chemistry , Phosphates/metabolism , Animals , Male , Minerals/chemistry , Rats , Rats, Sprague-Dawley , Spectroscopy, Fourier Transform Infrared , Substrate Specificity
18.
Int J Neural Syst ; 15(3): 223-35, 2005 Jun.
Article En | MEDLINE | ID: mdl-16013092

A mathematical model of an arbitrary multi-dimensional neural network is developed and a convergence theorem for an arbitrary multi-dimensional neural network represented by a fully symmetric tensor is stated and proved. The input and output signal states of a multi-dimensional neural network/logic gate are related through an energy function, defined over the fully symmetric tensor (representing the connection structure of a multi-dimensional neural network). The inputs and outputs are related such that the minimum/maximum energy states correspond to the output states of the logic gate/neural network realizing a logic function. Similarly, a logic circuit consisting of the interconnection of logic gates, represented by a block symmetric tensor, is associated with a quadratic/higher degree energy function. Infinite dimensional logic theory is discussed through the utilization of infinite dimension/order tensors.


Logic , Neural Networks, Computer , Algorithms , Animals , Association Learning/physiology , Humans , Information Theory , Memory/physiology , Models, Statistical , Nerve Net/physiology
19.
Am J Pathol ; 166(6): 1711-20, 2005 Jun.
Article En | MEDLINE | ID: mdl-15920156

We have shown previously that the hypomineralization defects of the calvarium and vertebrae of tissue nonspecific alkaline phosphatase (TNAP)-deficient (Akp2-/-) hypophosphatasia mice are rescued by simultaneous deletion of the Enpp1 gene, which encodes nucleotide pyrophosphatase phosphodiesterase 1 (NPP1). Conversely, the hyperossification in the vertebral apophyses typical of Enpp1-/- mice is corrected in [Akp2-/-; Enpp1-/-] double-knockout mice. Here we have examined the appendicular skeletons of Akp2-/-, Enpp1-/-, and [Akp2-/-; Enpp1-/-] mice to ascertain the degree of rescue afforded at these skeletal sites. Alizarin red and Alcian blue whole mount analysis of the skeletons from wild-type, Akp2-/-, and [Akp2-/-; Enpp1-/-] mice revealed that although calvarium and vertebrae of double-knockout mice were normalized with respect to mineral deposition, the femur and tibia were not. Using several different methodologies, we found reduced mineralization not only in Akp2-/- but also in Enpp1-/- and [Akp2-/-; Enpp1-/-] femurs and tibias. Analysis of calvarial- and bone marrow-derived osteoblasts for mineralized nodule formation in vitro showed increased mineral deposition by Enpp1-/- calvarial osteoblasts but decreased mineral deposition by Enpp1-/- long bone marrow-derived osteoblasts in comparison to wild-type cells. Thus, the osteomalacia of Akp2-/- mice and the hypomineralized phenotype of the long bones of Enpp1-/- mice are not rescued by simultaneous deletion of TNAP and NPP1 functions.


Alkaline Phosphatase/deficiency , Calcification, Physiologic/physiology , Hypophosphatasia/physiopathology , Leg Bones/physiopathology , Osteomalacia/physiopathology , Phosphoric Diester Hydrolases/deficiency , Pyrophosphatases/deficiency , Animals , Blotting, Western , Disease Models, Animal , Femur/physiopathology , Femur/ultrastructure , Hypophosphatasia/complications , Immunohistochemistry , Leg Bones/ultrastructure , Mice , Mice, Knockout , Osteoblasts/metabolism , Osteomalacia/etiology , Skull/pathology , Spectroscopy, Fourier Transform Infrared , Tibia/physiopathology , Tibia/ultrastructure , Tomography, X-Ray Computed
20.
Front Biosci ; 10: 822-37, 2005 Jan 01.
Article En | MEDLINE | ID: mdl-15569622

Skeletal cells control the initiation of mineralization in vivo and determine the selective distribution pattern of mineralization by releasing calcification-initiating, submicroscopic, extracellular matrix vesicles (MVs) at selected sites in the extracellular matrix. The overall objective of this review is to outline what is currently known about the mechanisms of MV biogenesis and mineral initiation, while emphasizing recent observations that enhance our understanding of these mechanisms. Data from studies on the general mechanism of biogenesis of outer membrane vesicles and the formation and function of non-skeletal matrix vesicles is presented to stimulate thought concerning the possible biological functions that these structures may share with MVs.


Calcification, Physiologic , Extracellular Matrix/metabolism , Alkaline Phosphatase/metabolism , Animals , Bone Development , Bone Matrix , Bone and Bones , Cartilage/metabolism , Cell Membrane/metabolism , Dentin/metabolism , Growth Plate , Humans , Lipids/chemistry
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