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2.
Dev Neurobiol ; 79(5): 468-478, 2019 05.
Article in English | MEDLINE | ID: mdl-30303627

ABSTRACT

Nerves, in conjunction with the apical epidermal cap (AEC), play an important role in the proliferation of the mesenchymal progenitor cells comprising the blastema of regenerating urodele amphibian limbs. Reinnervation after amputation requires factors supplied by the forming blastema, and neurotrophic factors must be present at or above a quantitative threshold for mitosis of the blastema cells. The AEC forms independently of nerves, but requires nerves to be maintained. Urodele limb buds are independent of nerves for regeneration, but innervation imposes a regenerative requirement for nerve factors on their cells as they differentiate. There are three main ideas on the functional relationship between nerves, AEC, and blastema cells: (1) nerves and AEC produce factors with different roles in maintaining progenitor status and mitosis; (2) the AEC produces the factors that promote blastema cell mitosis, but requires nerves to express them; (3) blastema cells, nerves, and AEC all produce the same factor(s) that additively attain the required threshold for mitosis.


Subject(s)
Extremities/injuries , Extremities/physiopathology , Peripheral Nerves/physiopathology , Regeneration/physiology , Stem Cells/physiology , Animals , Extremities/innervation , Extremities/physiology , Peripheral Nerve Injuries/physiopathology
3.
Curr Osteoporos Rep ; 16(4): 360-368, 2018 08.
Article in English | MEDLINE | ID: mdl-29948821

ABSTRACT

PURPOSE OF REVIEW: Investigate the developmental physiology of the temporomandibular joint (TMJ), a unique articulation between the cranium and the mandible. RECENT FINDINGS: Principal regulatory factors for TMJ and disc development are Indian hedgehog (IHH) and bone morphogenetic protein (BMP-2). The mechanism is closely associated with ear morphogenesis. Secondary condylar cartilage emerges as a subperiosteal blastema on the medial surface of the posterior mandible. The condylar articular surface is immunoreactive for tenascin-C, so it is a modified fibrous periosteum with an underlying proliferative zone (cambrium layer) that differentiates into fibrocartilage. The latter cushions high loads and subsequently produces endochondral bone. The TMJ is a heavily loaded joint with three cushioning layers of fibrocartilage in the disc, as well as in subarticular zones in the fossa and mandibular condyle. The periosteal articular surface produces fibrocartilage to resist heavy loads, and has unique healing and adaptive properties for maintaining life support functions under adverse environmental conditions.


Subject(s)
Fibrocartilage/embryology , Temporomandibular Joint/embryology , Bone Morphogenetic Protein 2/metabolism , Fibrocartilage/metabolism , Fibrocartilage/physiology , Hedgehog Proteins/metabolism , Humans , Mandibular Condyle/embryology , Mandibular Condyle/physiology , Temporomandibular Joint/metabolism , Temporomandibular Joint/physiology , Temporomandibular Joint Disc/embryology , Temporomandibular Joint Disc/metabolism , Temporomandibular Joint Disc/physiology , Weight-Bearing/physiology
4.
Curr Osteoporos Rep ; 16(4): 369-379, 2018 08.
Article in English | MEDLINE | ID: mdl-29943316

ABSTRACT

PURPOSE OF REVIEW: Elucidate temporomandibular joint (TMJ) development and pathophysiology relative to regeneration, degeneration, and adaption. RECENT FINDINGS: The pharyngeal arch produces a highly conserved stomatognathic system that supports airway and masticatory function. An induced subperiosteal layer of fibrocartilage cushions TMJ functional and parafunctional loads. If the fibrocartilage disc is present, a fractured mandibular condyle (MC) regenerates near the eminence of the fossa via a blastema emanating from the medial periosteal surface of the ramus. TMJ degenerative joint disease (DJD) is a relatively painless osteoarthrosis, resulting in extensive sclerosis, disc destruction, and lytic lesions. Facial form and symmetry may be affected, but the residual bone is vital because distraction continues to lengthen the MC with anabolic bone modeling. Extensive TMJ adaptive, healing, and regenerative potential maintains optimal, life support functions over a lifetime. Unique aspects of TMJ development, function, and pathophysiology may be useful for innovative management of other joints.


Subject(s)
Bone Remodeling , Mandibular Condyle/physiology , Osteoarthritis/physiopathology , Regeneration , Temporomandibular Joint Disc/physiopathology , Temporomandibular Joint Disorders/physiopathology , Temporomandibular Joint/physiology , Adaptation, Physiological , Fibrocartilage/pathology , Fibrocartilage/physiopathology , Humans , Mandibular Fractures , Osteoarthritis/pathology , Sclerosis , Temporomandibular Joint Disc/pathology
5.
Regeneration (Oxf) ; 4(4): 159-200, 2017 08.
Article in English | MEDLINE | ID: mdl-29299322

ABSTRACT

This review explores the historical and current state of our knowledge about urodele limb regeneration. Topics discussed are (1) blastema formation by the proteolytic histolysis of limb tissues to release resident stem cells and mononucleate cells that undergo dedifferentiation, cell cycle entry and accumulation under the apical epidermal cap. (2) The origin, phenotypic memory, and positional memory of blastema cells. (3) The role played by macrophages in the early events of regeneration. (4) The role of neural and AEC factors and interaction between blastema cells in mitosis and distalization. (5) Models of pattern formation based on the results of axial reversal experiments, experiments on the regeneration of half and double half limbs, and experiments using retinoic acid to alter positional identity of blastema cells. (6) Possible mechanisms of distalization during normal and intercalary regeneration. (7) Is pattern formation is a self-organizing property of the blastema or dictated by chemical signals from adjacent tissues? (8) What is the future for regenerating a human limb?

7.
PLoS One ; 10(6): e0130819, 2015.
Article in English | MEDLINE | ID: mdl-26098852

ABSTRACT

We tested the ability of the axolotl (Ambystoma mexicanum) fibula to regenerate across segment defects of different size in the absence of intervention or after implant of a unique 8-braid pig small intestine submucosa (SIS) scaffold, with or without incorporated growth factor combinations or tissue protein extract. Fractures and defects of 10% and 20% of the total limb length regenerated well without any intervention, but 40% and 50% defects failed to regenerate after either simple removal of bone or implanting SIS scaffold alone. By contrast, scaffold soaked in the growth factor combination BMP-4/HGF or in protein extract of intact limb tissue promoted partial or extensive induction of cartilage and bone across 50% segment defects in 30%-33% of cases. These results show that BMP-4/HGF and intact tissue protein extract can promote the events required to induce cartilage and bone formation across a segment defect larger than critical size and that the long bones of axolotl limbs are an inexpensive model to screen soluble factors and natural and synthetic scaffolds for their efficacy in stimulating this process.


Subject(s)
Ambystoma mexicanum/physiology , Bone and Bones/physiology , Extremities/physiology , Fibula/physiology , Osteogenesis/physiology , Regeneration/physiology , Ambystoma mexicanum/metabolism , Animals , Bone Morphogenetic Protein 4/metabolism , Bone and Bones/metabolism , Cartilage/metabolism , Cartilage/physiology , Fibula/metabolism , Hepatocyte Growth Factor/metabolism , Intestinal Mucosa/metabolism , Intestinal Mucosa/physiology , Intestine, Small/metabolism , Intestine, Small/physiology , Swine , Tissue Scaffolds
8.
BMC Dev Biol ; 14: 32, 2014 Jul 25.
Article in English | MEDLINE | ID: mdl-25063185

ABSTRACT

BACKGROUND: To gain insight into what differences might restrict the capacity for limb regeneration in Xenopus froglets, we used High Performance Liquid Chromatography (HPLC)/double mass spectrometry to characterize protein expression during fibroblastema formation in the amputated froglet hindlimb, and compared the results to those obtained previously for blastema formation in the axolotl limb. RESULTS: Comparison of the Xenopus fibroblastema and axolotl blastema revealed several similarities and significant differences in proteomic profiles. The most significant similarity was the strong parallel down regulation of muscle proteins and enzymes involved in carbohydrate metabolism. Regenerating Xenopus limbs differed significantly from axolotl regenerating limbs in several ways: deficiency in the inositol phosphate/diacylglycerol signaling pathway, down regulation of Wnt signaling, up regulation of extracellular matrix (ECM) proteins and proteins involved in chondrocyte differentiation, lack of expression of a key cell cycle protein, ecotropic viral integration site 5 (EVI5), that blocks mitosis in the axolotl, and the expression of several patterning proteins not seen in the axolotl that may dorsalize the fibroblastema. CONCLUSIONS: We have characterized global protein expression during fibroblastema formation after amputation of the Xenopus froglet hindlimb and identified several differences that lead to signaling deficiency, failure to retard mitosis, premature chondrocyte differentiation, and failure of dorsoventral axial asymmetry. These differences point to possible interventions to improve blastema formation and pattern formation in the froglet limb.


Subject(s)
Ambystoma/metabolism , Hindlimb/metabolism , Xenopus Proteins/metabolism , Xenopus laevis/metabolism , Ambystoma/growth & development , Animals , Bone Regeneration/physiology , Chromatography, High Pressure Liquid , Gene Expression Regulation, Developmental , Mass Spectrometry , Proteomics , Signal Transduction , Xenopus Proteins/genetics , Xenopus laevis/growth & development
9.
Curr Top Microbiol Immunol ; 367: v-vii, 2013.
Article in English | MEDLINE | ID: mdl-23785714

Subject(s)
Regeneration , Animals , Humans
10.
Curr Top Microbiol Immunol ; 367: 253-76, 2013.
Article in English | MEDLINE | ID: mdl-23263201

ABSTRACT

Regeneration of ear punch holes in the MRL mouse and amputated limbs of the axolotl show a number of similarities. A large proportion of the fibroblasts of the uninjured MRL mouse ear are arrested in G2 of the cell cycle, and enter nerve-dependent mitosis after injury to form a ring-shaped blastema that regenerates the ear tissue. Multiple cell types contribute to the establishment of the regeneration blastema of the urodele limb by dedifferentiation, and there is substantial reason to believe that the cells of this early blastema are also arrested in G2, and enter mitosis under the influence of nerve-dependent factors supplied by the apical epidermal cap. Molecular analysis reveals other parallels, such as; (1) the upregulation of Evi5, a centrosomal protein that prevents mitosis by stabilizing Emi1, a protein that inhibits the degradation of cyclins by the anaphase promoting complex and (2) the expression of sodium channels by the epidermis. A central feature in the entry into the cell cycle by MRL ear fibroblasts is a natural downregulation of p21, and knockout of p21 in wild-type mice confers regenerative capacity on non-regenerating ear tissue. Whether the same is true for entry into the cell cycle in regenerating urodele limbs is presently unknown.


Subject(s)
Cell Cycle , Regeneration , Amino Acid Sequence , Animals , Cell Cycle Checkpoints , Cytokinesis , Ear, External/physiology , Extremities/physiology , Mice , Molecular Sequence Data , Urodela
11.
Eur J Neurosci ; 34(6): 908-16, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21929624

ABSTRACT

Nerve axons and the apical epidermal cap (AEC) are both essential for the formation of an accumulation blastema by amputated limbs of urodele salamanders. The AEC forms in the absence of axons, but is not maintained, and blastema formation fails. Growth stages of the blastema become nerve-independent for morphogenesis, but remain dependent on the nerve for blastema growth. Denervated growth stage blastemas form smaller than normal skeletal parts, owing to diminished mitosis, but form the full proximodistal array of skeletal elements. This difference in nerve dependency of morphogenesis and proliferation is hypothesized to be the result of a dependence of the AEC on nerves for blastema cell proliferation but not for blastema morphogenesis. Regenerating axons induce the synthesis and secretion of the anterior gradient protein (AGP) by distal Schwann cells during dedifferentiation and by the gland cells of the AEC during blastema growth stages. AGP promotes the regeneration of a denervated limb to digit stages when electroporated into the limb during dedifferentiation. Once a critical mass of blastema cells has been attained, the blastema can undergo morphogenesis in the absence of the nerve, but the regenerate will be a miniature, because the nerve is no longer inducing the AEC to carry out its AGP-mediated proliferative function. AGP expression by both Schwann cells and the AEC is induced by axons, but the nature of the inductive agent is unclear.


Subject(s)
Extremities/growth & development , Peripheral Nerves/growth & development , Peripheral Nerves/physiology , Regeneration/physiology , Urodela/physiology , Animals , Axons/physiology , Cell Proliferation , Denervation , Epidermis/innervation , Extracellular Space/physiology , Neural Stem Cells/physiology , RNA/biosynthesis , RNA/genetics
12.
BMC Bioinformatics ; 12: 80, 2011 Mar 18.
Article in English | MEDLINE | ID: mdl-21418574

ABSTRACT

BACKGROUND: Studies on amphibian limb regeneration began in the early 1700's but we still do not completely understand the cellular and molecular events of this unique process. Understanding a complex biological process such as limb regeneration is more complicated than the knowledge of the individual genes or proteins involved. Here we followed a systems biology approach in an effort to construct the networks and pathways of protein interactions involved in formation of the accumulation blastema in regenerating axolotl limbs. RESULTS: We used the human orthologs of proteins previously identified by our research team as bait to identify the transcription factor (TF) pathways and networks that regulate blastema formation in amputated axolotl limbs. The five most connected factors, c-Myc, SP1, HNF4A, ESR1 and p53 regulate ~50% of the proteins in our data. Among these, c-Myc and SP1 regulate 36.2% of the proteins. c-Myc was the most highly connected TF (71 targets). Network analysis showed that TGF-ß1 and fibronectin (FN) lead to the activation of these TFs. We found that other TFs known to be involved in epigenetic reprogramming, such as Klf4, Oct4, and Lin28 are also connected to c-Myc and SP1. CONCLUSIONS: Our study provides a systems biology approach to how different molecular entities inter-connect with each other during the formation of an accumulation blastema in regenerating axolotl limbs. This approach provides an in silico methodology to identify proteins that are not detected by experimental methods such as proteomics but are potentially important to blastema formation. We found that the TFs, c-Myc and SP1 and their target genes could potentially play a central role in limb regeneration. Systems biology has the potential to map out numerous other pathways that are crucial to blastema formation in regeneration-competent limbs, to compare these to the pathways that characterize regeneration-deficient limbs and finally, to identify stem cell markers in regeneration.


Subject(s)
Extremities/physiology , Proteomics , Regeneration/genetics , Transcription Factors/genetics , Ambystoma mexicanum/genetics , Ambystoma mexicanum/physiology , Animals , DNA, Complementary/genetics , Gene Expression Regulation, Developmental , Humans , Kruppel-Like Factor 4 , Transforming Growth Factor beta1/genetics
13.
Dev Dyn ; 240(5): 943-68, 2011 May.
Article in English | MEDLINE | ID: mdl-21290477

ABSTRACT

The experimental study of amphibian limb regeneration spans most of the 20th century and the first decade of the 21st century. We first review the major questions investigated over this time span: (1) the origin of regeneration blastema cells, the mechanism of tissue breakdown that liberates cells from their tissue organization to participate in blastema formation, (3) the mechanism of dedifferentiation of these cells, (4) how the blastema grows, (5) how the blastema is patterned to restore the missing limb structures, and (6) why adult anurans, birds and mammals do not have the regenerative powers of urodele salamanders. We then look forward in a perspective to discuss the many unanswered questions raised by investigations of the past century, what new approaches can be taken to answer them, and what the prospects are for translation of basic research on limb regeneration into clinical means to regenerate human appendages.


Subject(s)
Amphibians/physiology , Extremities/physiology , Regeneration/physiology , Amphibians/embryology , Animals , Extremities/embryology , Humans
14.
Tissue Eng Part A ; 17(5-6): 691-701, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20929280

ABSTRACT

We used the tarsus of an adult Xenopus laevis frog as an in vivo load-bearing model to study the regeneration of critical-size defects (CSD) in long bones. We found the CSD for this bone to be about 35% of the tarsus length. To promote regeneration, we implanted biocompatible 1,6 hexanediol diacrylate scaffolds soaked with bone morphogenetic proteins-4 and vascular endothelial growth factors. In contrast to studies that use scaffolds as templates for bone formation, we used scaffolds as a growth factor delivery vehicle to promote cartilage-to-bone regeneration. Defects in control frogs were filled with scaffolds lacking growth factors. The limbs were harvested at a series of time points ranging from 3 weeks to 6 months after implantation and evaluated using micro-computed tomography and histology. In frogs treated with growth factor-loaded scaffolds, we observed a cartilage-to-bone regeneration in the skeletal defect. Five out of eight defects were completely filled with cartilage by 6 weeks. Blood vessels had invaded the cartilage, and bone was beginning to form in ossifying centers. By 3 months, these processes were well advanced, and extensive ossification was observed in 6-month samples. In contrast, the defects in control frogs showed only formation of fibrous scar tissue. This study demonstrates the utility of a Xenopus model system for tissue engineering research and that the normal in vivo mechanism of endochondral bone development and fracture repair can be mimicked in the repair of CSD with scaffolds used as growth factor delivery mechanisms.


Subject(s)
Bone Morphogenetic Protein 4/pharmacology , Bone Regeneration/drug effects , Bone and Bones/drug effects , Bone and Bones/pathology , Models, Animal , Vascular Endothelial Growth Factor A/pharmacology , Wound Healing/drug effects , Animals , Bone and Bones/surgery , Humans , Implants, Experimental , Microscopy, Electron, Scanning , Porosity/drug effects , Tissue Scaffolds/chemistry , Xenopus laevis
15.
Dev Dyn ; 240(5): 1127-41, 2011 May.
Article in English | MEDLINE | ID: mdl-21128310

ABSTRACT

We used an antibody array to compare the protein expression of matrix metalloproteinases (MMPs)-1, -2, -3, -8, -9, -10, and -13, as well as the tissue inhibitors of metalloproteinases (TIMPs)-1, -2, and -4 during blastema formation in amputated hindlimbs of regeneration-competent wild-type axolotls and stage-54 Xenopus, and regeneration-deficient short-toes axolotls and Xenopus froglets. Expression of MMP-9 and -2 was also compared by zymography. Both short-toes and froglet failed to up-regulate MMPs in a pattern comparable to the wild-type axolotl, suggesting that subnormal histolysis is at least in part responsible for the poor blastema formation characteristic of both short-toes and froglet. MMP levels were much lower in amputated stage-54 Xenopus limb buds than in the other animals, suggesting that blastema formation in these limb buds requires much less extracellular matrix degradation than in fully differentiated limbs. TIMP expression patterns followed the same trends as the MMP's in each group of animals.


Subject(s)
Extremities/embryology , Extremities/physiology , Matrix Metalloproteinases/metabolism , Regeneration/physiology , Xenopus Proteins/metabolism , Xenopus/embryology , Xenopus/metabolism , Animals , Blotting, Western , Matrix Metalloproteinase 1/genetics , Matrix Metalloproteinase 1/metabolism , Matrix Metalloproteinase 10/genetics , Matrix Metalloproteinase 10/metabolism , Matrix Metalloproteinase 13/genetics , Matrix Metalloproteinase 13/metabolism , Matrix Metalloproteinase 3/genetics , Matrix Metalloproteinase 3/metabolism , Matrix Metalloproteinase 8/genetics , Matrix Metalloproteinase 8/metabolism , Matrix Metalloproteinase 9/genetics , Matrix Metalloproteinase 9/metabolism , Matrix Metalloproteinases/genetics , Regeneration/genetics , Tissue Inhibitor of Metalloproteinases/genetics , Tissue Inhibitor of Metalloproteinases/metabolism , Xenopus/physiology , Xenopus Proteins/genetics
16.
Organogenesis ; 6(3): 141-50, 2010.
Article in English | MEDLINE | ID: mdl-21197215

ABSTRACT

The ability to regenerate bone across a critical size defect would be a marked clinical advance over current methods for dealing with such structural gaps. Here, we briefly review the development of limb bones and the mandible, the regeneration of urodele limbs after amputation, and present evidence that urodele and anuran amphibians represent a valuable research model for the study of segment defect regeneration in both limb bones and mandible.


Subject(s)
Amphibians , Bone Regeneration , Models, Animal , Regenerative Medicine , Tissue Engineering , Animals
17.
BMC Biol ; 7: 83, 2009 Nov 30.
Article in English | MEDLINE | ID: mdl-19948009

ABSTRACT

BACKGROUND: Following amputation, urodele salamander limbs reprogram somatic cells to form a blastema that self-organizes into the missing limb parts to restore the structure and function of the limb. To help understand the molecular basis of blastema formation, we used quantitative label-free liquid chromatography-mass spectrometry/mass spectrometry (LC-MS/MS)-based methods to analyze changes in the proteome that occurred 1, 4 and 7 days post amputation (dpa) through the mid-tibia/fibula of axolotl hind limbs. RESULTS: We identified 309 unique proteins with significant fold change relative to controls (0 dpa), representing 10 biological process categories: (1) signaling, (2) Ca2+ binding and translocation, (3) transcription, (4) translation, (5) cytoskeleton, (6) extracellular matrix (ECM), (7) metabolism, (8) cell protection, (9) degradation, and (10) cell cycle. In all, 43 proteins exhibited exceptionally high fold changes. Of these, the ecotropic viral integrative factor 5 (EVI5), a cell cycle-related oncoprotein that prevents cells from entering the mitotic phase of the cell cycle prematurely, was of special interest because its fold change was exceptionally high throughout blastema formation. CONCLUSION: Our data were consistent with previous studies indicating the importance of inositol triphosphate and Ca2+ signaling in initiating the ECM and cytoskeletal remodeling characteristic of histolysis and cell dedifferentiation. In addition, the data suggested that blastema formation requires several mechanisms to avoid apoptosis, including reduced metabolism, differential regulation of proapoptotic and antiapoptotic proteins, and initiation of an unfolded protein response (UPR). Since there is virtually no mitosis during blastema formation, we propose that high levels of EVI5 function to arrest dedifferentiated cells somewhere in the G1/S/G2 phases of the cell cycle until they have accumulated under the wound epidermis and enter mitosis in response to neural and epidermal factors. Our findings indicate the general value of quantitative proteomic analysis in understanding the regeneration of complex structures.


Subject(s)
Ambystoma/physiology , Extremities/physiology , Proteomics , Regeneration/physiology , Amputation, Surgical , Animals , Calcium Signaling/genetics , Chromatography, High Pressure Liquid , Extracellular Matrix/metabolism , Extremities/surgery , Inositol 1,4,5-Trisphosphate/metabolism , Peptide Mapping , Tandem Mass Spectrometry , Wound Healing
18.
Dev Dyn ; 237(12): 3648-71, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18985720

ABSTRACT

The focus of regenerative medicine is rebuilding damaged tissues by cell transplantation or implantation of bioartificial tissues. In either case, therapies focus on adult stem cells (ASCs) and embryonic stem cells (ESCs) as cell sources. Here we review four topics based on these two cell sources. The first compares the current performance of ASCs and ESCs as cell transplant therapies and the drawbacks of each. The second explores somatic cell nuclear transfer (SCNT) as a method to derive ESCs that will not be immunorejected. The third topic explores how SCNT and ESC research has led to the ability to derive pluripotent ESCs by the dedifferentiation of adult somatic cells. Lastly, we discuss how research on activation of intrinsic adult stem cells and on somatic cell dedifferentiation can evolve regenerative medicine from a platform consisting of cell transplantation to one that includes the chemical induction of regeneration from the body's own cells at the site of injury.


Subject(s)
Adult Stem Cells/cytology , Embryonic Stem Cells/cytology , Regenerative Medicine/methods , Adult Stem Cells/immunology , Animals , Cell Differentiation , Embryonic Stem Cells/immunology , Humans , Models, Biological , Regenerative Medicine/ethics
19.
J Biomed Sci ; 15(3): 317-31, 2008 May.
Article in English | MEDLINE | ID: mdl-18204916

ABSTRACT

The cell division control protein (Cdc2) kinase is a catalytic subunit of a protein kinase complex, called the M phase promoting factor, which induces entry into mitosis and is universal among eukaryotes. This protein is believed to play a major role in cell division and control. The lives of biological cells are controlled by proteins interacting in metabolic and signaling pathways, in complexes that replicate genes and regulate gene activity, and in the assembly of the cytoskeletal infrastructure. Our knowledge of protein-protein (P-P) interactions has been accumulated from biochemical and genetic experiments, including the widely used yeast two-hybrid test. In this paper we examine if P-P interactions in regenerating tissues and cells of the anuran Xenopus laevis can be discovered from biomedical literature using computational and literature mining techniques. Using literature mining techniques, we have identified a set of implicitly interacting proteins in regenerating tissues and cells of Xenopus laevis that may interact with Cdc2 to control cell division. Genome sequence based bioinformatics tools were then applied to validate a set of proteins that appear to interact with the Cdc2 protein. Pathway analysis of these proteins suggests that Myc proteins function as the regulator of M phase initiation by controlling expression of the Akt1 molecule that ultimately inhibits the Cdc2-cyclin B complex in cells. P-P interactions that are implicitly appearing in literature can be effectively discovered using literature mining techniques. By applying evolutionary principles on the P-P interacting pairs, it is possible to quantitatively analyze the significance of the associations with biological relevance. The developed BioMap system allows discovering implicit P-P interactions from large quantity of biomedical literature data. The unique similarities and differences observed within the interacting proteins can lead to the development of the new hypotheses that can be used to design further laboratory experiments.


Subject(s)
Cell Cycle , Computational Biology , Proteins/metabolism , Animals , Databases, Protein , Xenopus laevis
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