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1.
Kidney Med ; 5(6): 100640, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37235041

ABSTRACT

Rationale & Objective: Most living kidney donors are members of a hemodialysis patient's social network. Network members are divided into core members, those strongly connected to the patient and other members; and peripheral members, those weakly connected to the patient and other members. We identify how many hemodialysis patients' network members offered to become kidney donors, whether these offers were from core or peripheral network members, and whose offers the patients accepted. Study Design: A cross-sectional interviewer-administered hemodialysis patient social network survey. Setting & Participants: Prevalent hemodialysis patients in 2 facilities. Predictors: Network size and constraint, a donation from a peripheral network member. Outcomes: Number of living donor offers, accepting an offer. Analytical Approach: We performed egocentric network analyses for all participants. Poisson regression models evaluated associations between network measures and number of offers. Logistic regression models determined the associations between network factors and accepting a donation offer. Results: The mean age of the 106 participants was 60 years. Forty-five percent were female, and 75% self-identified as Black. Fifty-two percent of participants received at least one living donor offer (range 1-6); 42% of the offers were from peripheral members. Participants with larger networks received more offers (incident rate ratio [IRR], 1.26; 95% CI, 1.12-1.42; P = 0.001), including networks with more peripheral members (constraint, IRR, 0.97; 95% CI, 0.96-0.98; P < 0.001). Participants who received a peripheral member offer had 3.6 times greater odds of accepting an offer (OR, 3.56; 95% CI, 1.15-10.8; P = 0.02) than those who did not receive a peripheral member offer. Limitations: A small sample of only hemodialysis patients. Conclusions: Most participants received at least one living donor offer, often from peripheral network members. Future living donor interventions should focus on both core and peripheral network members.

2.
Med Sci Educ ; 32(6): 1367-1374, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36245945

ABSTRACT

Introduction: With the onset of the COVID-19 pandemic, many medical schools were forced to adopt a virtual learning environment. The purpose of this study is to investigate the impact of online-only instruction compared to online and in-person (hybrid) instruction on educational performance, wellbeing, and course satisfaction. Methods: We performed a descriptive cross-sectional survey of second-year medical students following a transition to online-only and hybrid instruction. Of the 198 total students, we collected 61 responses (42.6% [N = 26] male, 55.7% [N = 34] female, 1.6% [N = 1] preferred not to specify). 49.2% of the participants were in the online-only group. 50.8% of the participants were in the hybrid group. Results: There was a significantly lower mean final grade in the online-only group compared to the hybrid group (p = 0.04293). In contrast, there was no significant difference in measures of wellbeing (p = 0.6858) or course satisfaction (p = 0.9332). Conclusion: Our study suggests that hybrid instructional delivery may be more effective than online-only instructional delivery for academic performance. However, there was no significant difference in mental wellbeing between either form of teaching. Students report that mental wellbeing was considerably impacted by factors related to the home environment as well as by unique concerns associated with the COVID-19 pandemic. While the online-only model may have been the safest-and only-option for many medical schools during the COVID-19 pandemic, we advise caution in transitioning to a complete online format without carefully designing the online curriculum to account for the negative impact it may have on student education. Supplementary Information: The online version contains supplementary material available at 10.1007/s40670-022-01650-6.

3.
Nanoscale Adv ; 3(5): 1473-1483, 2021 Mar 09.
Article in English | MEDLINE | ID: mdl-36132859

ABSTRACT

The development of bacterial tolerance against pesticides poses a serious threat to the sustainability of food production. Widespread use of copper (Cu)-based products for plant disease management has led to the emergence of copper-tolerant pathogens such as Xanthomonas perforans (X. perforans) strains in Florida, which is very destructive to the tomato (Solanum lycopersicum) industry. In this study, we report a hybrid nanoparticle (NP)-based system, coined Locally Systemic Pesticide (LSP), which has been designed for improved efficacy compared to conventional Cu-based bactericides against Cu-tolerant X. perforans. The silica core-shell structure of LSP particles makes it possible to host ultra-small Cu NPs (<10 nm) and quaternary ammonium (Quat) molecules on the shell. The morphology, release of Cu and Quat, and subsequent in vitro antimicrobial properties were characterized for LSP NPs with core diameters from 50 to 600 nm. A concentration of 4 µg mL-1 (Cu): 1 µg mL-1 (Quat) was found to be sufficient to inhibit the growth of Cu-tolerant X. perforans compared to 100 µg mL-1 (metallic Cu) required with standard Kocide 3000. Wetting properties of LSP exhibited contact angles below 60°, which constitutes a significant improvement from the 90° and 85° observed with water and Kocide 3000, respectively. The design was also found to provide slow Cu release to the leaves upon water washes, and to mitigate the phytotoxicity of water-soluble Cu and Quat agents. With Cu and Quat bound to the LSP silica core-shell structure, no sign of phytotoxicity was observed even at 1000 µg mL-1 (Cu). In greenhouse and field experiments, LSP formulations significantly reduced the severity of bacterial spot disease compared to the water control. Overall, the study highlights the potential of using LSP particles as a candidate for managing tomato bacterial spot disease and beyond.

4.
FEBS Lett ; 595(1): 26-40, 2021 01.
Article in English | MEDLINE | ID: mdl-33020904

ABSTRACT

Fascin and α-actinin form higher-ordered actin bundles that mediate numerous cellular processes including cell morphogenesis and movement. While it is understood crosslinked bundle formation occurs in crowded cytoplasm, how crowding affects the bundling activities of the two crosslinking proteins is not known. Here, we demonstrate how solution crowding modulates the organization and mechanical properties of fascin- and α-actinin-induced bundles, utilizing total internal reflection fluorescence and atomic force microscopy imaging. Molecular dynamics simulations support the inference that crowding reduces binding interaction between actin filaments and fascin or the calponin homology 1 domain of α-actinin evidenced by interaction energy and hydrogen bonding analysis. Based on our findings, we suggest a mechanism of crosslinked actin bundle assembly and mechanics in crowded intracellular environments.


Subject(s)
Actinin/metabolism , Actins/metabolism , Carrier Proteins/metabolism , Microfilament Proteins/metabolism , Animals , Cytoplasm/metabolism , Microscopy, Atomic Force , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Binding , Rabbits
5.
ACS Chem Neurosci ; 11(17): 2615-2623, 2020 09 02.
Article in English | MEDLINE | ID: mdl-32786317

ABSTRACT

Myelination and node of Ranvier formation play an important role in the rapid conduction of nerve impulses, referred to as saltatory conduction, along axons in the peripheral nervous system. We report a human-human myelination model using human primary Schwann cells (SCs) and human-induced pluripotent stem-cell-derived motoneurons utilizing a serum-free medium supplemented with ascorbate to induce myelination, where 41.6% of SCs expressed the master transcription factor for myelination, early growth response protein 2. After 30 days in coculture, myelin segments were visualized using immunocytochemistry for myelin basic protein surrounding neurofilament-stained motor neuron axons, which was confirmed via 3D confocal Raman microscopy, a viable alternative for transmission electron microscopy analysis. The myelination efficiency was 65%, and clusters of voltage-gated sodium channels and the paranodal protein contactin-associated protein 1 indicated node of Ranvier formation. This model has applications to study remyelination and demyelinating diseases, including Charcot-Marie Tooth disorder, Guillian-Barre syndrome, and anti-myelin-associated glycoprotein peripheral neuropathy.


Subject(s)
Myelin Sheath , Schwann Cells , Axons , Coculture Techniques , Humans , Motor Neurons
6.
Pathogens ; 8(3)2019 Aug 01.
Article in English | MEDLINE | ID: mdl-31374947

ABSTRACT

Nosocomial infections pose serious health concerns with over 2 million reported annually in the United States. Many of these infections are associated with bacterial resistance to antibiotics and hence, alternative treatments are critically needed. The objective of this study was to assess the antimicrobial efficacy of a gallium (Ga)-based particle coated with N-Acetyl Cysteine (Ga-NAC) against Pseudomonas aeruginosa PAO1. Our studies showed the Minimum Inhibitory Concentration (MIC) of PAO1 treated with Ga-NAC was 1 µg/mL. Cytotoxicity of Ga-NAC against multiple cell lines was determined with no cytotoxicity observed up to concentrations of 2000 µg/mL (metal concentration), indicating a high therapeutic window. To elucidate potential antibacterial modes of action, Inductively Coupled Plasma-Mass Spectrometry (ICP-MS), infrared spectroscopy, and atomic force microscopy (AFM) were used. The results suggest improved Ga3+ interaction with PAO1 through Ga-NAC particles. No significant change in cell membrane chemistry or roughening was detected. As cell membrane integrity remained intact, the antimicrobial mode of action was linked to cellular internalization of Ga and subsequent iron metabolic disruption. Furthermore, Ga-NAC inhibited and disrupted biofilms seen with crystal violet assay and microscopy. Our findings suggest the Ga-NAC particle can potentially be used as an alternative to antibiotics for treatment of Pseudomonas aeruginosa infections.

7.
J Agric Food Chem ; 67(25): 6970-6977, 2019 Jun 26.
Article in English | MEDLINE | ID: mdl-31150237

ABSTRACT

Huanglongbing (HLB), also known as citrus greening, is a bacterial disease that poses a devastating threat to the citrus industry worldwide. To manage this disease efficiently, we developed and characterized a ternary aqueous solution (TSOL) that contains zinc nitrate, urea, and hydrogen peroxide. We report that TSOL exhibits better antimicrobial activity than commercial bactericides for growers. X-ray fluorescence analysis demonstrates that zinc is delivered to citrus leaves, where the bacteria reside. FTIR and Raman spectroscopy, molecular dynamics simulations, and density functional theory calculations elucidate the solution structure of TSOL and reveal a water-mediated interaction between Zn2+ and H2O2, which may facilitate the generation of highly reactive hydroxyl radicals contributing to superior antimicrobial activity of TSOL. Our results not only suggest TSOL as a potent antimicrobial agent to suppress bacterial growth in HLB-infected trees, but also provide a structure-property relationship that explains the superior performance of TSOL.


Subject(s)
Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/pharmacology , Citrus/microbiology , Nitrates/chemistry , Nitrates/pharmacology , Plant Diseases/prevention & control , Rhizobiaceae/physiology , Zinc Compounds/chemistry , Zinc Compounds/pharmacology , Hydrogen Peroxide/chemistry , Hydrogen Peroxide/pharmacology , Plant Diseases/microbiology , Plant Leaves/microbiology , Rhizobiaceae/drug effects , Spectroscopy, Fourier Transform Infrared , Spectrum Analysis, Raman , Structure-Activity Relationship , Urea/chemistry , Urea/pharmacology
8.
Case Rep Ophthalmol ; 9(1): 190-196, 2018.
Article in English | MEDLINE | ID: mdl-29681835

ABSTRACT

We report two cases that underwent corneal inlay implantation under a femtosecond flap. The first case had no complications during the postoperative period. Pentacam maps remained stable over time: corneal densitometry (CD) values had less than 2 units of change across visits up to 3 years. Axial/sagittal topography maps showed a stable Kmax (∼47 D), i.e., less than 1 D change between visits. The second case developed haze at 8 months postoperatively. CD increased by more than 4 units from 3 to 8 M and Kmax increased by 2.6 D. The patient was prescribed steroids and 1 month later the haze regressed, resulting in pre-haze CD and Kmax values, similar to the ones at 3 months.

9.
PLoS Comput Biol ; 14(2): e1006006, 2018 02.
Article in English | MEDLINE | ID: mdl-29481568

ABSTRACT

The mammalian skin epidermis is a stratified epithelium composed of multiple layers of epithelial cells that exist in appropriate sizes and proportions, and with distinct boundaries separating each other. How the epidermis develops from a single layer of committed precursor cells to form a complex multilayered structure of multiple cell types remains elusive. Here, we construct stochastic, three-dimensional, and multiscale models consisting of a lineage of multiple cell types to study the control of epidermal development. Symmetric and asymmetric cell divisions, stochastic cell fate transitions within the lineage, extracellular morphogens, cell-to-cell adhesion forces, and cell signaling are included in model. A GPU algorithm was developed and implemented to accelerate the simulations. These simulations show that a balance between cell proliferation and differentiation during lineage progression is crucial for the development and maintenance of the epidermal tissue. We also find that selective intercellular adhesion is critical to sharpening the boundary between layers and to the formation of a highly ordered structure. The long-range action of a morphogen provides additional feedback regulations, enhancing the robustness of overall layer formation. Our model is built upon previous experimental findings revealing the role of Ovol transcription factors in regulating epidermal development. Direct comparisons of experimental and simulation perturbations show remarkable consistency. Taken together, our results highlight the major determinants of a well-stratified epidermis: balanced proliferation and differentiation, and a combination of both short- (symmetric/asymmetric division and selective cell adhesion) and long-range (morphogen) regulations. These underlying principles have broad implications for other developmental or regenerative processes leading to the formation of multilayered tissue structures, as well as for pathological processes such as epidermal wound healing.


Subject(s)
Cell Lineage , Epidermis/physiology , Models, Biological , Algorithms , Animals , Biomechanical Phenomena , Cell Adhesion , Cell Differentiation , Cell Division , Cell Proliferation , Computer Graphics , Computer Simulation , Epidermal Cells , Gene Expression Regulation , Gene Expression Regulation, Developmental , Homeostasis , Humans , Imaging, Three-Dimensional , Mice , Mice, Transgenic , Models, Statistical , Signal Transduction , Stem Cells/cytology , Stochastic Processes , Transcription Factors/metabolism , Wound Healing
10.
ACS Omega ; 3(12): 18304-18310, 2018 Dec 31.
Article in English | MEDLINE | ID: mdl-31458407

ABSTRACT

Polyelectrolyte hydrogel fibers can mimic the extracellular matrix and be used for tissue scaffolding. Mechanical properties of polyelectrolyte nanofibers are crucial in manipulating cell behavior, which metal ions have been found to enable tuning. While metal ions play an important role in manipulating the mechanical properties of the fibers, evaluating the mechanical properties of a single hydrated hydrogel fiber remains a challenging task and a more detailed understanding of how ions modulate the mechanical properties of individual polyelectrolyte polymers is still lacking. In this study, dark-field microscopy and persistence length analysis help directly evaluate fiber mechanics using electrospun fibers of poly(acrylic acid) (PAA), chitosan (CS), and ferric ions as a model system. By comparing the persistence length and estimated Young's modulus of different nanofibers, we demonstrate that persistence length analysis is a viable approach to evaluate mechanical properties of hydrated fibers. Ferric ions were found to create shorter and stiffer nanofibers, with Young's modulus estimated at a few kilopascals. Ferric ions, at low concentration, reduce the Young's modulus of PAA and PAA/CS fibers through the interaction between ferric ions and carboxylate groups. Such interaction was further supported by nanoscale infrared spectroscopy studies of PAA and PAA/CS fibers with different concentrations of ferric ions.

12.
FEBS J ; 284(9): 1355-1369, 2017 05.
Article in English | MEDLINE | ID: mdl-28294556

ABSTRACT

Amyloid ß (Aß) peptide plays a major role in Alzheimer's disease (AD) and occurs in multiple forms, including pyroglutamylated Aß (AßpE). Identification and characterization of the most cytotoxic Aß species is necessary for advancement in AD diagnostics and therapeutics. While in brain tissue multiple Aß species act in combination, structure/toxicity studies and immunotherapy trials have been focused on individual forms of Aß. As a result, the molecular composition and the structural features of "toxic Aß oligomers" have remained unresolved. Here, we have used a novel approach, hydration from gas phase coupled with isotope-edited Fourier transform infrared (FTIR) spectroscopy, to identify the prefibrillar assemblies formed by Aß and AßpE and to resolve the structures of both peptides in combination. The peptides form unusual ß-sheet oligomers stabilized by intramolecular H-bonding as opposed to intermolecular H-bonding in the fibrils. Time-dependent morphological changes in peptide assemblies have been visualized by atomic force microscopy. Aß/AßpE hetero-oligomers exert unsurpassed cytotoxic effect on PC12 cells as compared to oligomers of individual peptides or fibrils. These findings lead to a novel concept that Aß/AßpE hetero-oligomers, not just Aß or AßpE oligomers, constitute the main neurotoxic conformation. The hetero-oligomers thus present a new biomarker that may be targeted for development of more efficient diagnostic and immunotherapeutic strategies to combat AD.


Subject(s)
Amyloid beta-Peptides/metabolism , Models, Molecular , Nerve Tissue Proteins/metabolism , Neurons/metabolism , Peptide Fragments/metabolism , Protein Aggregation, Pathological/metabolism , Amyloid beta-Peptides/chemistry , Amyloid beta-Peptides/genetics , Animals , Carbon Isotopes , Cell Survival , Humans , Hydrogen Bonding , Microscopy, Atomic Force , Nerve Tissue Proteins/chemistry , Nerve Tissue Proteins/genetics , Neurons/pathology , PC12 Cells , Peptide Fragments/chemistry , Peptide Fragments/genetics , Protein Aggregation, Pathological/pathology , Protein Conformation, beta-Strand , Protein Multimerization , Protein Stability , Protein Structure, Quaternary , Rats , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Spectroscopy, Fourier Transform Infrared
13.
Mol Pharm ; 13(10): 3468-3477, 2016 10 03.
Article in English | MEDLINE | ID: mdl-27571217

ABSTRACT

A synergy between the polymer biomaterial and drug plays an important role in enhancing the therapeutic efficacy, improving the drug stability, and minimizing the local immune responses in the development of drug delivery systems. Particularly, in the case of ocular drug delivery, the need for the development of synergistic drug delivery system becomes more pronounced because of the wet ocular mucosal surface and highly innervated cornea, which elicit a strong inflammatory response to the instilled drug formulations. This article presents the development of a synergistic cysteamine delivery nanowafer to treat corneal cystinosis. Corneal cystinosis is a rare metabolic disease that causes the accumulation of cystine crystals in the cornea resulting in corneal opacity and loss of vision. It is treated with topical cysteamine (Cys) eye drops that need to be instilled 6-12 times a day throughout the patient's life, which causes side effects such as eye pain, redness, and ocular inflammation. As a result, compliance and treatment outcomes are severely compromised. To surmount these issues, we have developed a clinically translatable Cys nanowafer (Cys-NW) that can be simply applied on the eye with a fingertip. During the course of the drug release, Cys-NW slowly dissolves and fades away. The in vivo studies in cystinosin knockout mice demonstrated twice the therapeutic efficacy of Cys-NW containing 10 µg of Cys administered once a day, compared to 44 µg of Cys as topical eye drops administered twice a day. Furthermore, Cys-NW stabilizes Cys for up to four months at room temperature compared to topical Cys eye drops that need to be frozen or refrigerated and still remain active for only 1 week. The Cys-NW, because of its enhanced therapeutic efficacy, safety profile, and extended drug stability at room temperature, can be rapidly translated to the clinic for human trials.


Subject(s)
Cornea/metabolism , Cysteamine/administration & dosage , Cysteamine/therapeutic use , Cystinosis/drug therapy , Cystinosis/metabolism , Animals , Cornea/drug effects , Cystine/metabolism , Drug Delivery Systems/methods , Female , Mass Spectrometry , Mice , Mice, Inbred C57BL , Ophthalmic Solutions/administration & dosage , Ophthalmic Solutions/therapeutic use , Treatment Outcome
14.
Proc Natl Acad Sci U S A ; 111(28): 10215-20, 2014 Jul 15.
Article in English | MEDLINE | ID: mdl-24982158

ABSTRACT

Understanding the epigenetic mechanisms that control the activation of adult stem cells holds the promise of tissue and organ regeneration. Hair follicle stem cells have emerged as a prime model to study stem cell activation. Wnt/ß-catenin signaling controls multiple aspects of skin epithelial regeneration, with its excessive activity promoting the hyperactivation of hair follicle stem/progenitor cells and tumorigenesis. The contribution of chromatin factors in regulating Wnt/ß-catenin pathway function in these processes is unknown. Here, we show that chromatin effector Pygopus homolog 2 (Pygo2) produced by the epithelial cells facilitates depilation-induced hair regeneration, as well as ß-catenin-induced activation of hair follicle stem/early progenitor cells and trichofolliculoma-like skin hyperplasia. Pygo2 maximizes the expression of Wnt/ß-catenin targets, but is dispensable for ß-catenin-mediated expansion of LIM/homeobox protein Lhx2(+) cells, in the stem/early progenitor cell compartment of the hair follicle. Moreover, ß-catenin and Pygo2 converge to induce the accumulation and acetylation of tumor suppressor protein p53 upon the cell cycle entry of hair follicle early progenitor cells and in cultured keratinocytes. These findings identify Pygo2 as an important regulator of Wnt/ß-catenin function in skin epithelia and p53 activation as a prominent downstream event of ß-catenin/Pygo2 action in stem cell activation.


Subject(s)
Hair Follicle/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Stem Cells/metabolism , Wnt Signaling Pathway , Animals , Hair Follicle/pathology , Hyperplasia/genetics , Hyperplasia/metabolism , Hyperplasia/pathology , Intracellular Signaling Peptides and Proteins/genetics , LIM-Homeodomain Proteins/genetics , LIM-Homeodomain Proteins/metabolism , Mice , Mice, Knockout , Stem Cells/pathology , Transcription Factors/genetics , Transcription Factors/metabolism , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism
15.
Dev Cell ; 29(1): 47-58, 2014 Apr 14.
Article in English | MEDLINE | ID: mdl-24735878

ABSTRACT

During epithelial tissue morphogenesis, developmental progenitor cells undergo dynamic adhesive and cytoskeletal remodeling to trigger proliferation and migration. Transcriptional mechanisms that restrict such a mild form of epithelial plasticity to maintain lineage-restricted differentiation in committed epithelial tissues are poorly understood. Here, we report that simultaneous ablation of transcriptional repressor-encoding Ovol1 and Ovol2 results in expansion and blocked terminal differentiation of embryonic epidermal progenitor cells. Conversely, mice overexpressing Ovol2 in their skin epithelia exhibit precocious differentiation accompanied by smaller progenitor cell compartments. We show that Ovol1/Ovol2-deficient epidermal cells fail to undertake α-catenin-driven actin cytoskeletal reorganization and adhesive maturation and exhibit changes that resemble epithelial-to-mesenchymal transition (EMT). Remarkably, these alterations and defective terminal differentiation are reversed upon depletion of EMT-promoting transcriptional factor Zeb1. Collectively, our findings reveal Ovol-Zeb1-α-catenin sequential repression and highlight Ovol1 and Ovol2 as gatekeepers of epithelial adhesion and differentiation by inhibiting progenitor-like traits and epithelial plasticity.


Subject(s)
Cell Differentiation , Embryonic Stem Cells/metabolism , Epidermal Cells , Gene Expression Regulation, Developmental , Transcription, Genetic , Actin Cytoskeleton/metabolism , Animals , Cell Adhesion , Cells, Cultured , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Embryonic Stem Cells/cytology , Epidermis/embryology , Epidermis/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Intercellular Junctions/metabolism , Keratinocytes/cytology , Keratinocytes/metabolism , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Mice , Transcription Factors/genetics , Transcription Factors/metabolism , Zinc Finger E-box-Binding Homeobox 1 , alpha Catenin/metabolism
16.
Adv Exp Med Biol ; 786: 157-73, 2013.
Article in English | MEDLINE | ID: mdl-23696356

ABSTRACT

Transcriptional regulation is fundamentally important for the progression of tissue stem cells through different stages of development and differentiation. Mammalian skin epidermis is an excellent model system to study such regulatory mechanisms due to its easy accessibility, stereotypic spatial arrangement, and availability of well-established cell type/lineage differentiation markers. Moreover, epidermis is one of the few mammalian tissues the stem cells of which can be maintained and propagated in culture to generate mature cell types and a functional tissue (reviewed in [1]), offering in vitro and ex vivo platforms to probe deep into the underlying cell and molecular mechanisms of biological functions.


Subject(s)
Epidermis/metabolism , Epithelial Cells/metabolism , Stem Cells/metabolism , Transcription Factors/genetics , Transcription, Genetic , Animals , Cell Differentiation , Cell Lineage/genetics , Cell Proliferation , Chromatin/metabolism , Epidermal Cells , Epidermis/growth & development , Epithelial Cells/cytology , Gene Expression Regulation, Developmental , Mice , Signal Transduction , Stem Cells/cytology , Transcription Factors/metabolism
17.
Methods Mol Biol ; 989: 109-17, 2013.
Article in English | MEDLINE | ID: mdl-23483391

ABSTRACT

Gene expression analysis is a useful tool to study the molecular mechanisms underlying skin development and homeostasis. Here we describe a method that utilizes laser capture microdissection (LCM) to isolate RNAs from localized areas of skin, allowing the characterization of gene expression by RT-PCR and microarray technologies.


Subject(s)
Gene Expression/physiology , Laser Capture Microdissection/methods , Skin/metabolism , Adult , Hair Follicle/cytology , Humans , Oligonucleotide Array Sequence Analysis , Reverse Transcriptase Polymerase Chain Reaction
18.
BMC Syst Biol ; 4: 107, 2010 Aug 09.
Article in English | MEDLINE | ID: mdl-20696053

ABSTRACT

BACKGROUND: Simulation of sophisticated biological models requires considerable computational power. These models typically integrate together numerous biological phenomena such as spatially-explicit heterogeneous cells, cell-cell interactions, cell-environment interactions and intracellular gene networks. The recent advent of programming for graphical processing units (GPU) opens up the possibility of developing more integrative, detailed and predictive biological models while at the same time decreasing the computational cost to simulate those models. RESULTS: We construct a 3D model of epidermal development and provide a set of GPU algorithms that executes significantly faster than sequential central processing unit (CPU) code. We provide a parallel implementation of the subcellular element method for individual cells residing in a lattice-free spatial environment. Each cell in our epidermal model includes an internal gene network, which integrates cellular interaction of Notch signaling together with environmental interaction of basement membrane adhesion, to specify cellular state and behaviors such as growth and division. We take a pedagogical approach to describing how modeling methods are efficiently implemented on the GPU including memory layout of data structures and functional decomposition. We discuss various programmatic issues and provide a set of design guidelines for GPU programming that are instructive to avoid common pitfalls as well as to extract performance from the GPU architecture. CONCLUSIONS: We demonstrate that GPU algorithms represent a significant technological advance for the simulation of complex biological models. We further demonstrate with our epidermal model that the integration of multiple complex modeling methods for heterogeneous multicellular biological processes is both feasible and computationally tractable using this new technology. We hope that the provided algorithms and source code will be a starting point for modelers to develop their own GPU implementations, and encourage others to implement their modeling methods on the GPU and to make that code available to the wider community.


Subject(s)
Algorithms , Computer Graphics , Epidermal Cells , Epidermis/growth & development , Imaging, Three-Dimensional/methods , Models, Biological , Animals , Cell Communication , Cell Division , Cell Movement , Cell Shape , Epidermis/metabolism , Gene Regulatory Networks , Intracellular Space/genetics , Software , Time Factors
19.
J Biol Chem ; 284(42): 29125-35, 2009 Oct 16.
Article in English | MEDLINE | ID: mdl-19700410

ABSTRACT

Ovol2 belongs to the Ovo family of evolutionarily conserved zinc finger transcription factors that act downstream of key developmental signaling pathways including Wg/Wnt and BMP/TGF-beta. We previously reported Ovol2 expression in the basal layer of epidermis, where epidermal stem/progenitor cells reside. In this work, we use HaCaT human keratinocytes to investigate the cellular and molecular functions of Ovol2. We show that depletion of Ovol2 leads to transient cell expansion but a loss of cells with long term proliferation potential. Mathematical modeling and experimental findings suggest that both faster cycling and precocious withdrawal from the cell cycle underlie this phenotype. Ovol2 depletion also accelerates extracellular signal-induced terminal differentiation in two- and three-dimensional culture models. By chromatin immunoprecipitation, luciferase reporter, and functional rescue assays, we demonstrate that Ovol2 directly represses two critical downstream targets, c-Myc and Notch1, thereby suppressing keratinocyte transient proliferation and terminal differentiation, respectively. These findings shed light on how an epidermal cell maintains a proliferation-competent and differentiation-resistant state.


Subject(s)
Gene Expression Regulation , Keratinocytes/cytology , Proto-Oncogene Proteins c-myc/metabolism , Receptor, Notch1/metabolism , Transcription Factors/metabolism , Animals , Cell Cycle , Cell Differentiation , Cell Line, Tumor , Cell Nucleus/metabolism , Cell Separation , Humans , Mice , Stem Cells/cytology , Transcription Factors/physiology
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