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Rezapour M, Walker SJ, Ornelles DA, McNutt PM, Atala A, Gurcan MN. Analysis of gene expression dynamics and differential expression in viral infections using generalized linear models and quasi-likelihood methods. Front Microbiol 2024; 15:1342328. [PMID: 38655085 PMCID: PMC11037428 DOI: 10.3389/fmicb.2024.1342328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 03/26/2024] [Indexed: 04/26/2024] Open
Abstract
Introduction Our study undertakes a detailed exploration of gene expression dynamics within human lung organ tissue equivalents (OTEs) in response to Influenza A virus (IAV), Human metapneumovirus (MPV), and Parainfluenza virus type 3 (PIV3) infections. Through the analysis of RNA-Seq data from 19,671 genes, we aim to identify differentially expressed genes under various infection conditions, elucidating the complexities of virus-host interactions. Methods We employ Generalized Linear Models (GLMs) with Quasi-Likelihood (QL) F-tests (GLMQL) and introduce the novel Magnitude-Altitude Score (MAS) and Relaxed Magnitude-Altitude Score (RMAS) algorithms to navigate the intricate landscape of RNA-Seq data. This approach facilitates the precise identification of potential biomarkers, highlighting the host's reliance on innate immune mechanisms. Our comprehensive methodological framework includes RNA extraction, library preparation, sequencing, and Gene Ontology (GO) enrichment analysis to interpret the biological significance of our findings. Results The differential expression analysis unveils significant changes in gene expression triggered by IAV, MPV, and PIV3 infections. The MAS and RMAS algorithms enable focused identification of biomarkers, revealing a consistent activation of interferon-stimulated genes (e.g., IFIT1, IFIT2, IFIT3, OAS1) across all viruses. Our GO analysis provides deep insights into the host's defense mechanisms and viral strategies exploiting host cellular functions. Notably, changes in cellular structures, such as cilium assembly and mitochondrial ribosome assembly, indicate a strategic shift in cellular priorities. The precision of our methodology is validated by a 92% mean accuracy in classifying respiratory virus infections using multinomial logistic regression, demonstrating the superior efficacy of our approach over traditional methods. Discussion This study highlights the intricate interplay between viral infections and host gene expression, underscoring the need for targeted therapeutic interventions. The stability and reliability of the MAS/RMAS ranking method, even under stringent statistical corrections, and the critical importance of adequate sample size for biomarker reliability are significant findings. Our comprehensive analysis not only advances our understanding of the host's response to viral infections but also sets a new benchmark for the identification of biomarkers, paving the way for the development of effective diagnostic and therapeutic strategies.
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Affiliation(s)
- Mostafa Rezapour
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Stephen J. Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - David A. Ornelles
- Microbiology and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Patrick M. McNutt
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Anthony Atala
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Metin Nafi Gurcan
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston-Salem, NC, United States
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Asthana A, Chaimov D, Tamburrini R, Gazia C, Gallego A, Lozano T, Heo JH, Byers LN, Tomei A, Fraker CA, Walker SJ, Lee SJ, Opara EC, Orlando G. Decellularized human pancreatic extracellular matrix-based physiomimetic microenvironment for human islet culture. Acta Biomater 2023; 171:261-272. [PMID: 37742726 PMCID: PMC10615794 DOI: 10.1016/j.actbio.2023.09.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 09/15/2023] [Accepted: 09/19/2023] [Indexed: 09/26/2023]
Abstract
A strategy that seeks to combine the biophysical properties of inert encapsulation materials like alginate with the biochemical niche provided by pancreatic extracellular matrix (ECM)-derived biomaterials, could provide a physiomimetic pancreatic microenvironment for maintaining long-term islet viability and function in culture. Herein, we have demonstrated that incorporating human pancreatic decellularized ECM within alginate microcapsules results in a significant increase in Glucose Stimulation Index (GSI) and total insulin secreted by encapsulated human islets, compared to free islets and islets encapsulated in only alginate. ECM supplementation also resulted in long-term (58 days) maintenance of GSI levels, similar to that observed in free islets at the first time point (day 5). At early time points in culture, ECM promoted gene expression changes through ECM- and cell adhesion-mediated pathways, while it demonstrated a mitochondria-protective effect in the long-term. STATEMENT OF SIGNIFICANCE: The islet isolation process can damage the islet extracellular matrix, resulting in loss of viability and function. We have recently developed a detergent-free, DI-water based method for decellularization of human pancreas to produce a potent solubilized ECM. This ECM was added to alginate for microencapsulation of human islets, which resulted in significantly higher stimulation index and total insulin production, compared to only alginate capsules and free islets, over long-term culture. Using ECM to preserve islet health and function can improve transplantation outcomes, as well as provide novel materials and platforms for studying islet biology in microfluidic, organ-on-a-chip, bioreactor and 3D bioprinted systems.
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Affiliation(s)
- Amish Asthana
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA.
| | - Deborah Chaimov
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Riccardo Tamburrini
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Carlo Gazia
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA; Department of Surgery, Tor Vergata University of Rome, Italy
| | | | | | - Jun-Ho Heo
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea
| | - Lori N Byers
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Alice Tomei
- Diabetes Research Institute, University of Miami, Miami, USA
| | | | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Sang Jin Lee
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Emmanuel C Opara
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Giuseppe Orlando
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA.
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Jorgensen AM, Gorkun A, Mahajan N, Willson K, Clouse C, Jeong CG, Varkey M, Wu M, Walker SJ, Molnar JA, Murphy SV, Lee SJ, Yoo JJ, Soker S, Atala A. Multicellular bioprinted skin facilitates human-like skin architecture in vivo. Sci Transl Med 2023; 15:eadf7547. [PMID: 37792956 DOI: 10.1126/scitranslmed.adf7547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 09/15/2023] [Indexed: 10/06/2023]
Abstract
Bioprinting is a promising alternative method to generate skin substitutes because it can replicate the structural organization of the skin into biomimetic layers in vitro. In this study, six primary human skin cell types were used to bioprint a trilayer skin construct consisting of epidermis, dermis, and hypodermis. Transplantation of the bioprinted skin with human cells onto full-thickness wounds of nu/nu mice promoted rapid vascularization and formation of epidermal rete ridges analogous to the native human epidermis, with a normal-looking extracellular matrix. Cell-specific staining confirmed the integration of the implanted cells into the regenerated skin. Using a similar approach, a 5 centimeter-by-5 centimeter bioprinted autologous porcine skin graft was transplanted onto full-thickness wounds in a porcine excisional wound model. The bioprinted skin graft improved epithelialization, reduced skin contraction, and supported normal collagen organization with reduced fibrosis. Differential gene expression demonstrated pro-remodeling protease activity in wounds transplanted with bioprinted autologous skin grafts. These results demonstrate that bioprinted skin can support skin regeneration to allow for nonfibrotic wound healing and suggest that the skin bioprinting technology may be applicable for human clinical use.
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Affiliation(s)
- Adam M Jorgensen
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Anastasiya Gorkun
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Naresh Mahajan
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Kelsey Willson
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Cara Clouse
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Claire G Jeong
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Mathew Varkey
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Mingsong Wu
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Joseph A Molnar
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
- Department of Plastic and Reconstructive Surgery, Atrium Health Wake Forest Baptist Hospital, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Sean V Murphy
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Sang Jin Lee
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - James J Yoo
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Shay Soker
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Anthony Atala
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
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Sandberg M, Whitman W, Rong A, Andres-Robusto B, Badlani G, Evans R, Walker SJ. Postsurgery Opiate Use Is Significantly Lower in Patients With Interstitial Cystitis/Bladder Pain Syndrome Following Cystectomy With Urinary Diversion. Urology 2023; 180:86-92. [PMID: 37482104 DOI: 10.1016/j.urology.2023.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/05/2023] [Accepted: 07/07/2023] [Indexed: 07/25/2023]
Abstract
OBJECTIVE To compare pre-and post-operative opiate use in a large cohort of interstitial cystitis/bladder pain syndrome (IC/BPS) patients who underwent cystectomy with urinary diversion (CWUD). METHODS A retrospective analysis was completed using a database of IC/BPS patients who underwent CWUD at a single institution from 2014 to 2022. In addition to demographic information, bladder capacity and Hunner lesion status were documented for each patient. Opiate use (milligram morphine equivalents [MME]) was calculated for each patient and change in MME (ΔMME) was calculated by subtracting pre-CWUD MME from post-CWUD MME. Paired t test was used to compare ΔMME for all parameters except age, where a Pearson's correlation was used. RESULTS The analysis included 82 patients (17 M; 65 F) that underwent CWUD as follows: 53 ileal conduit diversions, 11 neobladders, and 18 Indiana Pouches. Mean pre-CWUD MME use was 4509.57 and mean post-CWUD MME was 1788.48 with a ΔMME of - 2721.09 (P < .001). ΔMME was not significantly different based on gender (P = .597), bladder capacity (P = .754), age (P = .561), or Hunner lesion status (P = .085). CONCLUSION IC/BPS patients using opiates primarily for relief of pain directly related to their condition show a significant decrease in opiate use following CWUD, which likely represents significant pain reduction and implicates the bladder as the primary source of that pain.
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Affiliation(s)
- Maxwell Sandberg
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Wyatt Whitman
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Anita Rong
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Brian Andres-Robusto
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Gopal Badlani
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC; Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC
| | - Robert Evans
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Stephen J Walker
- Department of Urology, Wake Forest University School of Medicine, Winston-Salem, NC; Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC.
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Frankovich J, Nanda H, Mellins ED, Jyonouchi H, Boles RG, Walker SJ, Gaitanis J, Frye RE. Synchrony 2022: The Role of Neuroinflammation in Behavioral Exacerbations in Autism Spectrum Disorder. J Pers Med 2023; 13:1133. [PMID: 37511746 PMCID: PMC10381638 DOI: 10.3390/jpm13071133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
The BRAIN Foundation (Pleasanton, CA) hosted Synchrony 2022, a medical conference focusing on research for treatments to benefit individuals with neurodevelopmental disorders (NDD), including those with autism spectrum disorders (ASD) [...].
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Affiliation(s)
- Jennifer Frankovich
- Lucile Packard Children's Hospital, Stanford School of Medicine, Stanford, CA 94010, USA
| | - Heer Nanda
- University of California, Berkeley, CA 94720, USA
| | - Elizabeth D Mellins
- Lucile Packard Children's Hospital, Stanford School of Medicine, Stanford, CA 94010, USA
| | | | - Richard G Boles
- NeurAbilities, Vorhees, NJ 08043, USA
- NeuroNeeds®, Old Lyme, CT 06371, USA
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Winston Salem, NC 27101, USA
| | - John Gaitanis
- Hasbro Children's Hospital, Brown University, Providence, RI 02903, USA
| | - Richard E Frye
- Autism Discovery and Treatment Foundation, Phoenix, AZ 85050, USA
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Leach T, Gandhi U, Reeves KD, Stumpf K, Okuda K, Marini FC, Walker SJ, Boucher R, Chan J, Cox LA, Atala A, Murphy SV. Development of a novel air-liquid interface airway tissue equivalent model for in vitro respiratory modeling studies. Sci Rep 2023; 13:10137. [PMID: 37349353 PMCID: PMC10287689 DOI: 10.1038/s41598-023-36863-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 06/12/2023] [Indexed: 06/24/2023] Open
Abstract
The human airways are complex structures with important interactions between cells, extracellular matrix (ECM) proteins and the biomechanical microenvironment. A robust, well-differentiated in vitro culture system that accurately models these interactions would provide a useful tool for studying normal and pathological airway biology. Here, we report the development and characterization of a physiologically relevant air-liquid interface (ALI) 3D airway 'organ tissue equivalent' (OTE) model with three novel features: native pulmonary fibroblasts, solubilized lung ECM, and hydrogel substrate with tunable stiffness and porosity. We demonstrate the versatility of the OTE model by evaluating the impact of these features on human bronchial epithelial (HBE) cell phenotype. Variations of this model were analyzed during 28 days of ALI culture by evaluating epithelial confluence, trans-epithelial electrical resistance, and epithelial phenotype via multispectral immuno-histochemistry and next-generation sequencing. Cultures that included both solubilized lung ECM and native pulmonary fibroblasts within the hydrogel substrate formed well-differentiated ALI cultures that maintained a barrier function and expressed mature epithelial markers relating to goblet, club, and ciliated cells. Modulation of hydrogel stiffness did not negatively impact HBE differentiation and could be a valuable variable to alter epithelial phenotype. This study highlights the feasibility and versatility of a 3D airway OTE model to model the multiple components of the human airway 3D microenvironment.
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Affiliation(s)
- Timothy Leach
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA
- Wake Forest School of Medicine, Medical Center Boulevard, Virginia Tech-Wake Forest School of Biomedical Engineering and Sciences, Winston-Salem, NC, 27157, USA
| | - Uma Gandhi
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA
| | - Kimberly D Reeves
- Center for Precision Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Kristina Stumpf
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA
| | - Kenichi Okuda
- Marsico Lung Institute/Cystic Fibrosis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Frank C Marini
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA
| | - Stephen J Walker
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA
| | - Richard Boucher
- Marsico Lung Institute/Cystic Fibrosis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jeannie Chan
- Center for Precision Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Laura A Cox
- Center for Precision Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA
| | - Anthony Atala
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA
- Wake Forest School of Medicine, Medical Center Boulevard, Virginia Tech-Wake Forest School of Biomedical Engineering and Sciences, Winston-Salem, NC, 27157, USA
| | - Sean V Murphy
- Wake Forest School of Medicine, Medical Center, Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA.
- Wake Forest School of Medicine, Medical Center Boulevard, Virginia Tech-Wake Forest School of Biomedical Engineering and Sciences, Winston-Salem, NC, 27157, USA.
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Figuereo YF, Lewis J, Lee P, Walker SJ. Autism Spectrum Disorder in the Dominican Republic: A Mini Review of the Current Situation. Children (Basel) 2023; 10:children10010121. [PMID: 36670671 PMCID: PMC9857063 DOI: 10.3390/children10010121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/20/2022] [Accepted: 01/03/2023] [Indexed: 01/11/2023]
Abstract
As the recognition of autism spectrum disorder (ASD) increases, and the prevalence estimates of ASD continue to rise throughout the world, it has become apparent that access to diagnostic and treatment services is highly dependent on geography. Even within countries such as the United States, which has received significant interest and investment in understanding, diagnosing, treating, and providing programs for those with ASD over the last 20+ years, access to information and services is uneven. In poorer countries such as the Dominican Republic (DR), where >40% of citizens live below the poverty level and access to quality healthcare overall continues to be a challenge, issues associated with ASD are not yet being adequately addressed. The objective of this review is to provide a realistic synopsis of the resources currently available to Dominicans who have a family member or loved one with ASD. We examine the challenges these families face in finding care, the stigma associated with ASD, and programs available for people with ASD. We conclude that while the DR is making progress in its efforts to address ASD, there is still much work to be done.
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Affiliation(s)
- Yosauri Fernandez Figuereo
- Department of Molecular Genetics and Genomics, Wake Forest University Graduate School of Arts and Sciences, Winston Salem, NC 27101, USA
| | - Jack Lewis
- Reynolda Campus, Wake Forest University, Winston Salem, NC 27109, USA
| | - Peyton Lee
- Wake Forest Institute for Regenerative Medicine, Winston Salem, NC 27101, USA
| | - Stephen J. Walker
- Wake Forest Institute for Regenerative Medicine, Winston Salem, NC 27101, USA
- Correspondence:
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Wolff DT, Xu R, Overholt T, Basset EH, Ahn C, Simon T, Lee P, Badlani G, Matthews CA, Evans RJ, Walker SJ. Small-Fiber Polyneuropathy Is Prevalent in Patients With Interstitial Cystitis/Bladder Pain Syndrome. Urogynecology (Phila) 2022; 28:786-792. [PMID: 36288118 PMCID: PMC9876563 DOI: 10.1097/spv.0000000000001240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
IMPORTANCE The pathophysiology of interstitial cystitis/bladder pain syndrome (IC/BPS) is imperfectly understood. Recent studies reported that small-fiber polyneuropathy (SFPN) is common in fibromyalgia, a condition commonly comorbid with IC/BPS. OBJECTIVE The objective of this study was to determine the prevalence of SFPN in a large cohort of IC/BPS patients. METHODS Adults diagnosed with IC/BPS scheduled to undergo either therapeutic hydrodistention (n = 97) or cystectomy with urinary diversion (n = 3) were prospectively recruited to this study. A skin biopsy obtained from the lower leg was used for intraepidermal nerve fiber density measurement. Small-fiber polyneuropathy (+/-) status was determined by comparing linear intraepidermal nerve fiber density (fibers/mm2) with normative reference values. Demographic information, medical history, and diagnoses for 14 conditions (both urologic and nonurologic) known to co-occur with IC/BPS were documented from self-report and electronic medical record. RESULTS In this large cohort of patients with IC/BPS, 31% (31/100) were positive for SFPN. Intraepidermal nerve fiber density was below the median for age and sex in 81% (81/100) of patients. Approximately one-third (31%) of SFPN+ patients reported co-occurring chronic fatigue syndrome, compared with 10.6% of the SFPN- group (P = 0.034). Small-fiber polyneuropathy-positive patients reported significantly fewer allergies than SFPN- patients (37.9% vs 60.6%; P = 0.047). There were no significant differences in bladder capacity or Hunner lesion status between the SFPN+ and SFPN- subgroups. CONCLUSIONS Small-fiber polyneuropathy is a common finding in patients with IC/BPS, and SFPN status is significantly correlated with co-occurring chronic fatigue syndrome and negatively correlated with the presence of allergies in this population.
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Affiliation(s)
- Dylan T. Wolff
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Raymond Xu
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Tyler Overholt
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - E. Hadley Basset
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Christine Ahn
- Department of Dermatology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Trang Simon
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Peyton Lee
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Gopal Badlani
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | | | - Robert J. Evans
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Stephen J. Walker
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
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9
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Wolff DT, Ross C, Lee P, Badlani G, Matthews CA, Evans RJ, Walker SJ. Pulsed Electromagnetic Field Therapy for Pain Management in Interstitial Cystitis/Bladder Pain Syndrome: A Proof-of-Concept Case Series. Urology 2022; 167:96-101. [PMID: 35636637 DOI: 10.1016/j.urology.2022.05.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/03/2022] [Accepted: 05/19/2022] [Indexed: 01/22/2023]
Abstract
OBJECTIVE To evaluate the efficacy of pulsed electromagnetic field (PEMF) therapy for symptom and pain management in women with non-bladder centric interstitial cystitis/bladder pain syndrome (IC/BPS). METHODS Women with non-bladder centric IC/BPS and a numeric rating scale score for pelvic pain ≥6 underwent twice-daily 8-minute full body PEMF therapy sessions for 4 weeks. The primary outcome metric was a reduction in pelvic pain score ≥2 points. A 7-day voiding diary (collected at baseline and conclusion), 3 validated symptom scores, and the Short Form-36 Quality of Life questionnaire (completed at baseline, conclusion of treatment, and 8-week follow-up), were used to assess secondary outcomes. Treatment effects were analyzed via Wilcoxon-signed rank test; P < .05 was considered significant. RESULTS The 4-week treatment protocol was completed by 8 of 10 enrolled patients, and 7:8 (87.5%) had a significant reduction in pelvic pain (-3.0 points, P = .011) after 4 weeks. There was also a significant decrease in scores on all validated IC/BPS questionnaires, daily number of voids, and nocturia symptom score (P < .05). Significant increases in several quality-of-life questionnaire sub-scores were also identified at 4 weeks (P < .05). At 8-week post-therapy, the positive effects were somewhat attenuated, yet 4:8 patients (50%) continued to have significant pain reduction (P = .047). No adverse events or side effects were reported. CONCLUSION Whole body pulsed electromagnetic field therapy is an alternative treatment option for women with chronic bladder pain syndrome that warrants investigation through comparative trials.
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Affiliation(s)
- Dylan T Wolff
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC; Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Christina Ross
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Peyton Lee
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Gopal Badlani
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC
| | | | - Robert J Evans
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Stephen J Walker
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC; Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, NC.
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10
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Wolff DT, Xu R, Wachtman S, Evans RJ, Badlani G, Matthews CA, Walker SJ. MP49-13 BLADDER-CENTRIC INTERSTITIAL CYSTITIS/BLADDER PAIN SYNDROME PATIENTS EXHIBIT A VARIABLE BLADDER MUCOSAL FIBROSIS-RELATED GENE EXPRESSION PROFILE BASED ON HUNNER'S LESION STATUS. J Urol 2022. [DOI: 10.1097/ju.0000000000002624.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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11
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Overholt T, Evans RJ, Badlani G, Matthews CA, Walker SJ. Functional genomic analyses of IC/BPS patient subgroups: a pilot study. Can J Urol 2022; 29:11012-11019. [PMID: 35150224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
INTRODUCTION To further facilitate understanding of disease pathophysiology and patient stratification in interstitial cystitis/bladder pain syndrome (IC/BPS), we utilized molecular phenotyping to compare three clinically distinct IC/BPS patient subgroups. MATERIALS AND METHODS Total RNA (miRNA and mRNA) was isolated via standard protocols from IC/BPS patient bladder biopsies and assayed on whole genome and microRNA expression arrays. Data from three patient subgroups (n = 4 per group): (1) low bladder capacity (BC; ≤ 400 cc) without Hunner's lesion, (2) low BC with Hunner's lesion, and (3) non-low BC (> 400 cc) were used in comparative analyses to evaluate the influence of BC and HL on gene expression profiles in IC/BPS. RESULTS The BC comparison (Group 1 v 3) identified 54 miRNAs and 744 mRNAs. Eleven miRNAs mapped to 40 genes. Hierarchical clustering of miRNA revealed two primary clusters: (1) 3/4 low BC patients; (2) 4/4 non-low and 1/4 low BC patients. Clustering of mRNA provided clear separation based on BC. The HL comparison (Group 1 v 2) identified 16 miRNAs and 917 mRNAs. 4 miRNAs mapped to 13 genes. Clustering of miRNA and mRNA revealed clear separation based on HL status. CONCLUSIONS Significant molecular differences in IC/BPS were found to be associated with the low BC phenotype (e.g., an upregulation of cell proliferation and inflammation marker genes), as well as additional molecular findings that further define the HL+ phenotype (e.g., upregulation of genes involved in bioenergetics reactions) and suggest oxidative stress may play a role.
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Affiliation(s)
- Tyler Overholt
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston Salem, North Carolina, USA
- Wake Forest Institute for Regenerative Medicine, Winston Salem, North Carolina, USA
| | - Robert J Evans
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston Salem, North Carolina, USA
| | - Gopal Badlani
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston Salem, North Carolina, USA
| | - Catherine A Matthews
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston Salem, North Carolina, USA
| | - Stephen J Walker
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston Salem, North Carolina, USA
- Wake Forest Institute for Regenerative Medicine, Winston Salem, North Carolina, USA
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Wolff DT, Walker SJ. Small Fiber Polyneuropathy May Be a Nexus Between Autonomic Nervous System Dysregulation and Pain in Interstitial Cystitis/Bladder Pain Syndrome. Front Pain Res 2022; 2:810809. [PMID: 35295485 PMCID: PMC8915770 DOI: 10.3389/fpain.2021.810809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Accepted: 12/06/2021] [Indexed: 11/23/2022] Open
Abstract
Interstitial cystitis/bladder pain syndrome (IC/BPS) is a highly heterogeneous chronic and debilitating condition which effects millions of women and men in the United States. While primarily defined by urinary symptoms and pain perceived to be emanating from the bladder, IC/BPS patients frequently have co-occurring conditions and symptoms, many of which affect diverse body systems related to autonomic nervous system function. The impact on the autonomic system appears to stem from increased sympathetic innervation of the urinary tract, along with increased systemic sympathetic tone and decreased parasympathetic tone. Concurrent with these findings is evidence for destruction of peripheral sympathetic innervation to the sweat glands which may relate to small fiber polyneuropathy. It is unknown to what degree the wider alterations in autonomic function are also related to destruction/alterations in the small fibers carrying autonomic innervation. This potential nexus is an important point of investigation to better understand the unclarified pathophysiology of interstitial cystitis/bladder pain syndrome, the numerous co-occurring symptoms and syndromes, and for the identification of novel targeted therapeutic strategies.
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Affiliation(s)
- Dylan T. Wolff
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Stephen J. Walker
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, United States
- Wake Forest School of Medicine, Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, United States
- *Correspondence: Stephen J. Walker
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13
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Krigsman A, Walker SJ. Gastrointestinal disease in children with autism spectrum disorders: Etiology or consequence? World J Psychiatry 2021; 11:605-618. [PMID: 34631464 PMCID: PMC8474996 DOI: 10.5498/wjp.v11.i9.605] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/24/2021] [Accepted: 08/12/2021] [Indexed: 02/06/2023] Open
Abstract
Chronic gastrointestinal (GI) symptoms and disorders are common in children with autism spectrum disorder and have been shown to be significantly correlated with the degree of behavioral and cognitive impairment. In this unique population, GI symptoms often arise very early in development, during infancy or toddlerhood, and may be misdiagnosed - or not diagnosed at all – due in part to the challenges associated with recognition of symptoms in a minimally or non-communicative child. Evidence demonstrating that the gut-brain-axis can communicate gut dysbiosis and systemic immune dysregulation in a bidirectional manner raises the question as to whether an untreated gastrointestinal disorder can directly impact neurodevelopment or, conversely, whether having a neurodevelopmental disorder predisposes a child to chronic GI issues. From the data presented in this mini review, we conclude that the preponderance of available evidence would suggest the former scenario is more strongly supported.
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Affiliation(s)
- Arthur Krigsman
- Pediatric Gastroenterology Resources of New York and Texas, Georgetown, TX 78628, United States
| | - Stephen J Walker
- Institute for Regenerative Medicine, Wake Forest Baptist Medical Center, Winston Salem, NC 27157, United States
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14
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Plair A, Evans RJ, Langefeld CD, Matthews CA, Badlani G, Walker SJ. Anesthetic Bladder Capacity is a Clinical Biomarker for Interstitial Cystitis/Bladder Pain Syndrome Subtypes. Urology 2021; 158:74-80. [PMID: 34303757 DOI: 10.1016/j.urology.2021.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/09/2021] [Accepted: 07/12/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To further examine anesthetic bladder capacity as a biomarker for interstitial cystitis/bladder pain syndrome (IC/BPS) patient subtypes, we evaluated demographic and clinical characteristics in a large and heterogeneous female patient cohort. MATERIAL AND METHODS This is a retrospective review of data from women (n = 257) diagnosed with IC/BPS who were undergoing therapeutic bladder hydrodistention (HOD). Assessments included medical history and physical examination, validated questionnaire scores, and anesthetic BC. Linear regression analyses were computed to model the relationship between anesthetic BC and patient demographic data, symptoms, and diagnoses. Variables exhibiting suggestive correlations (P ≤ .1) were candidates for a multiple linear regression analysis and were retained if significant (P ≤ .05). RESULTS Multiple regression analysis identified a positive correlation between BC and endometriosis (P = .028) as well as negative correlations between BC and both ICSI score (P < .001) and the presence of Hunner's lesions (P < .001). There were higher average numbers of pelvic pain syndrome (PPS) diagnoses (P = .006) and neurologic, autoimmune, or systemic pain (NASP) diagnoses (P = .003) in IC/BPS patients with a non-low BC, but no statistical difference in the duration of diagnosis between patients with low and non-low BC (P = .118). CONCLUSION These data, generated from a large IC/BPS patient cohort, provide additional evidence that higher BC correlates with higher numbers of non-bladder-centric syndromes while lower BC correlates more closely with bladder-specific pathology. Taken together, the results support the concept of clinical subgroups in IC/BPS.
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Affiliation(s)
- Andre Plair
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Robert J Evans
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Carl D Langefeld
- Department of Biostatistics and Data Science, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Catherine A Matthews
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Gopal Badlani
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Stephen J Walker
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC; Wake Forest Institute for Regenerative Medicine, Wake Forest Baptist Medical Center, Winston-Salem, NC.
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15
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Ross C, Overholt T, Xu R, Badlani G, Evans RJ, Matthews CA, Walker SJ. Pulsed electromagnetic field (PEMF) as an adjunct therapy for pain management in interstitial cystitis/bladder pain syndrome. Int Urogynecol J 2021; 33:487-491. [PMID: 34100976 DOI: 10.1007/s00192-021-04862-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 05/17/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION AND HYPOTHESIS Patients with interstitial cystitis/bladder pain syndrome (IC/BPS) often experience chronic pelvic and even systemic pain that can be difficult to clinically manage. Pulsed electromagnetic field (PEMF) therapy, a non-invasive strategy that has shown significant efficacy for pain reduction in other chronic pain conditions, may provide benefit for pain management in patients with IC/BPS. METHODS PEMF delivery to patients occurs via a bio-electromagnetic-energy device which consists of a flexible mat (180 × 50 cm) that the patient lies on for systemic, full-body delivery and/or a flexible pad (50 × 15 cm) for targeted delivery to a specific body region (e.g., pelvic area). The duration of individual sessions, number of sessions per day, total number of sessions, and follow-up observation period vary between previously published studies. Positive outcomes are typically reported as a significant reduction in visual analog scale (VAS) pain score and functional improvement assessed using validated questionnaires specific to the condition under study. RESULTS AND CONCLUSIONS The use of PEMF has been evaluated as a therapeutic strategy for pain management in several clinical scenarios. Randomized, double-blinded, placebo-controlled trials have reported positive efficacy and safety profiles when PEMF was used to treat non-specific low back pain, patellofemoral pain syndrome, chronic post-operative pain, osteoarthritis-related pain, rheumatoid arthritis-related pain, and fibromyalgia-related pain. Based on these positive outcomes in a variety of pain conditions, clinical trials to evaluate whether PEMF can provide a safe, non-invasive therapeutic approach to improve symptoms of chronic pain and fatigue in patients with IC/BPS are warranted.
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Affiliation(s)
- Christina Ross
- Wake Forest Institute for Regenerative Medicine, Wake Forest Baptist Medical Center, 391 Technology Way, Winston Salem, NC, 27101, USA
| | - Tyler Overholt
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Raymond Xu
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Gopal Badlani
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Robert J Evans
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Catherine A Matthews
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest Baptist Medical Center, 391 Technology Way, Winston Salem, NC, 27101, USA. .,Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA.
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16
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Xu R, Schachar J, Evans RJ, Matthews CA, Badlani G, Walker SJ. Hydrodistention does not alter bladder gene expression profiles in patients with non-Hunner lesion interstitial cystitis/bladder pain syndrome. Neurourol Urodyn 2021; 40:1126-1132. [PMID: 33942362 DOI: 10.1002/nau.24680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 03/22/2021] [Accepted: 04/08/2021] [Indexed: 11/09/2022]
Abstract
AIMS Gene expression profiling of bladder biopsies in patients with interstitial cystitis/bladder pain syndrome (IC/BPS), typically obtained following therapeutic bladder hydrodistention (HOD), is used to improve our understanding of molecular phenotypes. The objective of this study was to determine if the HOD procedure itself impacts the biopsy gene expression profile and, by extension, whether biopsies from non-HOD bladders are appropriate controls. METHODS Bladder biopsies were obtained just before HOD and immediately following HOD from 10 consecutively recruited IC/BPS patients undergoing therapeutic HOD. Biopsies were also obtained from four non-IC/BPS patients who did not undergo HOD (controls). Total RNA was isolated from each of the 24 samples and used to query whole-genome microarrays. Differential gene expression analysis was performed to compare expression profiles of IC/BPS biopsies before and after HOD, and between IC/BPS and control biopsies. RESULTS Principal component analysis revealed complete separation between gene expression profiles from IC/BPS and control samples (q ≤ 0.05) and while IC/BPS samples before and after HOD showed no significant differences in expressed genes, 68 transcripts were found to be significantly different between IC/BPS and control samples (q ≤ 0.05). CONCLUSIONS The bladder HOD procedure itself does not significantly change gene expression within the IC/BPS patient bladder, a finding that provides evidence to support the use of biopsies from non-IC/BPS patients that have not undergone HOD as controls for gene expression studies.
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Affiliation(s)
- Raymond Xu
- Department of Urology, Wake Forest Baptist Health, Winston-Salem, North Carolina, USA
| | - Jeffrey Schachar
- Florida Robotic and Minimally Invasive Urogynecology, Plantation, Florida, USA
| | - Robert J Evans
- Department of Urology, Wake Forest Baptist Health, Winston-Salem, North Carolina, USA
| | - Catherine A Matthews
- Department of Urology, Wake Forest Baptist Health, Winston-Salem, North Carolina, USA
| | - Gopal Badlani
- Department of Urology, Wake Forest Baptist Health, Winston-Salem, North Carolina, USA
| | - Stephen J Walker
- Department of Urology, Wake Forest Baptist Health, Winston-Salem, North Carolina, USA.,Wake Forest Baptist Health, Institute for Regenerative Medicine, Winston-Salem, North Carolina, USA
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17
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Walker SJ, Wagoner AL, Leavitt D, Mack DL. A simplified approach for derivation of induced pluripotent stem cells from Epstein-Barr virus immortalized B-lymphoblastoid cell lines. Heliyon 2021; 7:e06617. [PMID: 33869861 PMCID: PMC8047170 DOI: 10.1016/j.heliyon.2021.e06617] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/06/2021] [Accepted: 03/24/2021] [Indexed: 11/26/2022] Open
Abstract
Given the limited availability of tissue, especially brain tissue, for neurological diseases and disorders research, the development of alternative biological tools for investigations of underlying molecular and genetic mechanisms is imperative. One important resource for this task is the large repositories that bank immortalized blood cells (i.e. lymphoblastoid cell lines; LCLs) from affected individuals and their unaffected family members. These repositories document demographic, phenotypic, and, in some cases, genotypic information about the donors and thus provide a ready-made sample source for hypothesis testing. Importantly, patient-specific LCLs can be used to generate induced pluripotent stem cells (iPSC) that, in turn, can be used to create specific cell types for use in mechanistic studies. To investigate this concept further, LCLs from two males (proband and sibling) were obtained from one such repository, the Autism Genetics Resource Exchange (AGRE), and iPSCs were generated by transfection with Epi5 Episomal iPSC reprogramming plasmids. Characterization of the resultant cell lines by PCR, RT-PCR, immunocytochemistry, karyotyping, and the Taqman® human pluripotent stem cell Scorecard™ Panel, was used to provide evidence of endogenous pluripotency and then to evaluate the trilineage potential of four representative clones. Results indicated that all four iPSC lines were initially pluripotent and displayed the trilineage potential predictive for successful differentiation to mesoderm, endoderm, or ectoderm-derived cell types. Compared to other published protocols, this study details a somewhat simplified approach, used here specifically for the generation and characterization of induced pluripotent stem cells from well-characterized and banked LCLs.
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Affiliation(s)
- Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Medical Center Blvd., Winston Salem, NC 27156, USA
| | - Ashley L Wagoner
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Medical Center Blvd., Winston Salem, NC 27156, USA
| | - Dana Leavitt
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Medical Center Blvd., Winston Salem, NC 27156, USA
| | - David L Mack
- Department of Rehabilitation Medicine and the Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
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18
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Asthana A, Tamburrini R, Chaimov D, Gazia C, Walker SJ, Van Dyke M, Tomei A, Lablanche S, Robertson J, Opara EC, Soker S, Orlando G. Comprehensive characterization of the human pancreatic proteome for bioengineering applications. Biomaterials 2020; 270:120613. [PMID: 33561625 DOI: 10.1016/j.biomaterials.2020.120613] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 11/27/2020] [Accepted: 12/14/2020] [Indexed: 02/07/2023]
Abstract
Interactions between the pancreatic extracellular matrix (ECM) and islet cells are known to regulate multiple aspects of islet physiology, including survival, proliferation, and glucose-stimulated insulin secretion. Recognizing the essential role of ECM in islet survival and function, various engineering approaches have been developed that aim to utilize ECM-based materials to recreate a native-like microenvironment. However, a major impediment to the success of these approaches has been the lack of a robust and comprehensive characterization of the human pancreatic proteome. Herein, by combining mass spectrometry (MS) and multiplex ELISA, we have provided an improved workflow for the in-depth profiling of the proteome, including minor constituents that are generally underrepresented. Moreover, we have further validated the effectiveness of our detergent-free decellularization protocol in the removal of cellular proteins and retention of the matrisome. It has also been established that the decellularized ECM and its derivatives can provide more tissue-specific cues than traditionally used biological scaffolds and are therefore more physiologically relevant for the development of hydrogels, bioinks and medium additives, in order to create a pancreatic niche. The data generated in this study would contribute significantly to the efforts of comprehensively defining the ECM atlas and also serve as a standard for the human pancreatic proteome to provide further guidance for design and engineering strategies for improved tissue engineering scaffolds.
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Affiliation(s)
- Amish Asthana
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Riccardo Tamburrini
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Deborah Chaimov
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Carlo Gazia
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Mark Van Dyke
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Alice Tomei
- Diabetes Research Institute, University of Miami, Miami, USA
| | - Sandrine Lablanche
- Grenoble Alps University, Laboratory of Fundamental and Applied Bioenergetics (LBFA), And Environmental and System Biology (BEeSy), Grenoble, France; Inserm, U1055, Grenoble, France
| | - John Robertson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Emmanuel C Opara
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Shay Soker
- Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA
| | - Giuseppe Orlando
- Department of Surgery, Wake Forest Baptist Medical Center, Medical Center Boulevard, Winston Salem, USA; Wake Forest Institute for Regenerative Medicine, Winston Salem, USA; Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, USA.
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19
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Hazan S, Spradling-Reeves KD, Papoutsis A, Walker SJ. Shotgun Metagenomic Sequencing Identifies Dysbiosis in Triplet Sibling with Gastrointestinal Symptoms and ASD. Children (Basel) 2020; 7:children7120255. [PMID: 33255785 PMCID: PMC7759978 DOI: 10.3390/children7120255] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 11/18/2020] [Accepted: 11/23/2020] [Indexed: 12/23/2022]
Abstract
The gut microbiome profile of a child with autism spectrum disorder (ASD) and co-occurring gastrointestinal (GI) symptoms was compared to that of her healthy triplet siblings to determine if she exhibited intestinal dysbiosis. Shotgun metagenomic sequencing was performed in individual fecal samples, and relative microbial abundance and diversity was determined. Microbial diversity was lower in sibling #3, coupled with a higher Bacteroidetes/Firmicutes ratio, a lower relative abundance of Actinobacteria, and an increased relative abundance of Proteobacteria. Our findings are suggestive of gut dysbiosis in a child with ASD and co-occurring GI symptoms, compared to her two healthy triplet siblings.
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Affiliation(s)
- Sabine Hazan
- Progenabiome™ Ventura Clinical Trials, 1835 Knoll Dr, Ventura, CA 93003, USA; (S.H.); (A.P.)
| | - Kimberly D. Spradling-Reeves
- Department of Internal Medicine, Wake Forest School of Medicine, Medical Center Blvd, Winston Salem, NC 27157, USA;
| | - Andreas Papoutsis
- Progenabiome™ Ventura Clinical Trials, 1835 Knoll Dr, Ventura, CA 93003, USA; (S.H.); (A.P.)
| | - Stephen J. Walker
- Wake Forest Institute for Regenerative Medicine, 391 Technology Way, Winston Salem, NC 27101, USA
- Correspondence:
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20
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Matz EL, Thakker PU, Gu X, Terlecki RP, Dou L, Walker SJ, Lue T, Lin G, Atala A, Yoo JJ, Zhang Y, Jackson JD. Administration of secretome from human placental stem cell-conditioned media improves recovery of erectile function in the pelvic neurovascular injury model. J Tissue Eng Regen Med 2020; 14:1394-1402. [PMID: 32652851 DOI: 10.1002/term.3105] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 07/01/2020] [Accepted: 07/03/2020] [Indexed: 01/09/2023]
Abstract
Human placental stem cells (PSCs) enhance histological and functional recovery in a rodent erectile dysfunction (ED) model. We tested the hypothesis that bioactive factors secreted by PSC (i.e., the secretome) mediate functional recovery and that acellular-conditioned media (CM) from PSC culture (PSC-CM) could be used independently to facilitate functional and histological recovery. To identify factors relative to efficacy of PSC, a comparison of CM from PSC and three additional human stem cell populations was performed. CM from human PSC, amniotic fluid stem cells (AFSCs), adipose-derived stem cells (ADSC), and human umbilical vein endothelial cells (HUVECs) was assayed using a semi-quantitative human cytokine antibody array. Male rats, after surgically created ED by neurovascular injury, were randomly divided into four groups: vehicle control (phosphate-buffered saline [PBS]), PSC, PSC-CM, and serum-free media control (SFM) as control. Functional data on intracorporal and mean arterial pressure were obtained, and histological architecture was examined 6 weeks after single injection. PSCs were found to secrete at least 27 cytokines and growth factors at a significantly higher level than the other three cell types. Either single injection of PSC-CM or PSC significantly improved erectile functional recovery and histological architecture compared with SFM or PBS. Injection of the secretome isolated from human PSC improves erectile functional recovery and histological structure in a rat model of neurovascular injury-induced ED. Further characterization of the unique protein expression within the PSC-CM may help to identify the potential for a novel injectable cell-free therapeutic for applicable patients.
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Affiliation(s)
- Ethan L Matz
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA.,Department of Urology, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Parth U Thakker
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA.,Department of Urology, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Xin Gu
- Department of Urology, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China
| | - Ryan P Terlecki
- Department of Urology, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Lei Dou
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA.,Department of Urology, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Tom Lue
- Department of Urology, University of California San Francisco, San Francisco, CA, USA
| | - Guiting Lin
- Department of Urology, University of California San Francisco, San Francisco, CA, USA
| | - Anthony Atala
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA.,Department of Urology, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - James J Yoo
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - Yuanyuan Zhang
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - John D Jackson
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, NC, USA
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21
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Overholt TL, Evans RJ, Lessey BA, Matthews CA, Hines KN, Badlani G, Walker SJ. Non-bladder centric interstitial cystitis/bladder pain syndrome phenotype is significantly associated with co-occurring endometriosis. Can J Urol 2020; 27:10257-10262. [PMID: 32544050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
INTRODUCTION Interstitial cystitis/bladder pain syndrome (IC/BPS) and endometriosis are coexistent diagnoses in 48%-65% of women with chronic pelvic pain (CPP), suggesting that dual screening may be warranted. To further investigate the clinical relationship and risk factors between these two conditions, we performed a retrospective review of our large IC/BPS patient data registry. MATERIALS AND METHODS We evaluated IC/BPS patients who were prospectively enrolled into our registry who completed validated questionnaires and underwent therapeutic hydrodistension, during which anesthetic bladder capacity (BC) and Hunner's lesion (HL) status were recorded. Demographic/medical history were reviewed. IC/BPS patients with co-occurring endometriosis diagnosis versus those without were compared using descriptive statistics as well as multivariate regression analyses to determine predictors of co-occurring disease. RESULTS Of 431 IC/BPS participants, 82 (19%) were also diagnosed with endometriosis. These women were significantly younger, had increased prevalence of non-low BC (> 400 cc), and decreased prevalence of HL (p < 0.05). Patients with co-occurring endometriosis also had increased prevalence of irritable bowel syndrome (IBS), CPP, fibromyalgia, and vulvodynia (p < 0.05). On multivariate analysis, non-low BC (OR 4.53, CI 1.004-20.42, p = 0.049), CPP (OR 1.84, CI 1.04-3.24, p = 0.04), and fibromyalgia (OR 1.80, CI 1.03-3.14, p < 0.04) were significantly associated with a diagnosis of endometriosis. CONCLUSIONS Patients with IC/BPS and co-occurring endometriosis were significantly more likely to carry a non-bladder centric IC/BPS phenotype as well as several comorbid, systemic pain diagnoses. This study characterizes features of a target IC/BPS phenotype that could potentially benefit from endometriosis and systemic pain syndrome screening.
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Affiliation(s)
- Tyler L Overholt
- Department of Urology/Pelvic Health, Wake Forest Baptist Health, Winston-Salem, North Carolina, USA
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Evans RJ, Overholt T, Colaco M, Walker SJ. Injection location does not impact botulinum toxin A efficacy in interstitial cystitis/bladder pain syndrome patients. Can J Urol 2020; 27:10125-10129. [PMID: 32065870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
INTRODUCTION Botulinum toxin A (BTX-A) is currently used as a fourth-line therapeutic option for interstitial cystitis/bladder pain syndrome (IC/BPS) management. The purpose of this study was to determine if BTX-A injection can mitigate pain and if injection location (i.e. trigone-including versus trigone-sparing injection template) impacts treatment efficacy and/or treatment complications profile. MATERIALS AND METHODS Female IC/BPS patients refractory to conservative management strategies were prospectively enrolled and asked to complete a baseline history and physical exam, post-void residual (PVR) urine volume determination, O'Leary Sant (OLS) questionnaire, and Pelvic Pain and Urgency/Frequency Symptom Scale (PUF) questionnaire. Participants were randomly assigned to one of two treatment groups and received either: 1) a trigone-including BTX-A injection template or 2) a trigone-sparing injection template. Following therapy, patients were examined in clinic at 30 and 90 day post-treatment with symptom re-assessment via repeat questionnaires and for evidence of post-procedural complications. RESULTS Compared to baseline, patients in both treatment groups experienced significant improvement in OLS and PUF scores at both 30 and 90 days post-treatment with BTX-A, regardless of which injection template was used (p < 0.05). Complications resulting from BTX-A were minimal (most commonly urinary tract infection (UTI) and urinary retention) and not significantly different between the treatment groups (p > 0.05). No distant spread of BTX-A was observed in any patient in either treatment group. CONCLUSIONS BTX-A treatment using either a trigone-sparing or trigone-including injection template resulted in significant, but not location-dependent, improvement in IC/BPS symptom scores at 30 and 90 day points post-procedure with no significant difference in post-treatment complication profiles.
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Affiliation(s)
- Robert J Evans
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
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Walker SJ, Plair A, Hemal K, Langefeld CD, Matthews C, Badlani G, Zambon J, Heath H, Evans RJ. Bladder Hydrodistention Does Not Result in a Significant Change in Bladder Capacity for Interstitial Cystitis/Bladder Pain Syndrome Patients. Urology 2019; 132:81-86. [PMID: 31299328 DOI: 10.1016/j.urology.2019.06.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 06/13/2019] [Accepted: 06/24/2019] [Indexed: 10/26/2022]
Abstract
OBJECTIVE To assess the impact of multiple (2 or more) bladder hydrodistentions (HODs) on anesthetic bladder capacity (BC) in a large cohort of interstitial cystitis/bladder pain syndrome (IC/BPS) patients. Urinary HOD under anesthesia is a third line therapeutic approach used to treat patients with IC/BPS. There is some concern that performing multiple therapeutic HODs may be contraindicated due to the potential for contributing to a diminished BC over time. MATERIALS AND METHODS This is a retrospective chart review of IC/BPS patients from a single institution who had undergone 2 or more bladder HOD procedures. Patient demographic and clinical data, including BC under anesthesia, were retrieved from patient charts for analysis. Least squares regression slopes of BC under anesthesia were calculated and used to estimate within-patient BC changes over time. RESULTS Data from 168 patients (637 HOD procedures) were included for analysis. The average change in BC, 0.52 ± 8.33 mL/mo, was not significantly different from 0 (P= .42). Linear regression analyses did not identify any significant correlation between BC over time with: (1) age, (2) number of HODs, (3) frequency of HODs, (4) average BC, (5) length of time with an IC/BPS diagnosis, or (6) length of time during which the patient's BC was evaluated. Moreover, there was no difference in BC change over time in patients with and without Hunner's lesion (P = .86). CONCLUSION Multiple therapeutic HODs, over several years, do not result in a significant change in BC in IC/BPS patients.
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Affiliation(s)
- Stephen J Walker
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC; Wake Forest Institute for Regenerative Medicinske Forest Baptist Medical Center, Winston-Salem, NC.
| | - Andre Plair
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Kshipra Hemal
- Wake Forest University School of Medicine, Winston-Salem, NC
| | - Carl D Langefeld
- Department of Biostatistics and Data Science, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Catherine Matthews
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Gopal Badlani
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Joao Zambon
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
| | - Heather Heath
- Wake Forest Institute for Regenerative Medicinske Forest Baptist Medical Center, Winston-Salem, NC
| | - Robert J Evans
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC
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Matthews CA, Deveshwar SP, Evans RJ, Badlani G, Walker SJ. Small fiber polyneuropathy as a potential therapeutic target in interstitial cystitis/bladder pain syndrome. Int Urogynecol J 2019; 30:1817-1820. [PMID: 31240362 DOI: 10.1007/s00192-019-04011-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 05/30/2019] [Indexed: 01/18/2023]
Abstract
INTRODUCTION AND HYPOTHESIS Interstitial cystitis/bladder pain syndrome (IC/BPS) and fibromyalgia (FM) are frequently co-occurring medical diagnoses in patients referred to the urology clinic for secondary and tertiary treatment options. METHODS Abundant literature has shown that many patients with FM have small fiber polyneuropathy (SFPN) that can be confirmed via skin punch biopsy and immunological staining to measure nerve density. RESULTS AND CONCLUSIONS This finding of SFPN provides a therapeutic target for FM and in this article we hypothesize and provide rationale for the idea that this same phenomenon (SFPN) might explain, in some IC/BPS patients, the finding of widespread pain and likewise provide a therapeutic target for these patients.
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Affiliation(s)
- Catherine A Matthews
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Shaun P Deveshwar
- Wake Forest Institute for Regenerative Medicine, Wake Forest Baptist Medical Center, 391 Technology Way, Winston Salem, NC, 27101, USA
| | - Robert J Evans
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Gopal Badlani
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Stephen J Walker
- Department of Urology/Female Pelvic Health, Wake Forest Baptist Medical Center, Winston-Salem, NC, USA.
- Wake Forest Institute for Regenerative Medicine, Wake Forest Baptist Medical Center, 391 Technology Way, Winston Salem, NC, 27101, USA.
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25
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Walker SJ, Langefeld CD, Zimmerman K, Schwartz MZ, Krigsman A. A molecular biomarker for prediction of clinical outcome in children with ASD, constipation, and intestinal inflammation. Sci Rep 2019; 9:5987. [PMID: 30979947 PMCID: PMC6461625 DOI: 10.1038/s41598-019-42568-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 04/03/2019] [Indexed: 12/22/2022] Open
Abstract
In children with autism spectrum disorder (ASD) who present to the gastroenterologist with chronic constipation on a background of colonic inflammation, we have identified two distinct clinical subtypes: (1) patients who experience a sustained state of GI symptomatic remission while on maintenance anti-inflammatory therapy (fast responders) and, (2) those with recurrent right-sided fecal loading requiring regular colon cleanouts during treatment for enterocolitis (slow responders). We hypothesized that a detailed molecular analysis of tissue from the affected region of the colon would provide mechanistic insights regarding the fast versus slow response to anti-inflammatory therapy. To test this, ascending colon biopsy tissues from 35 children with ASD (20 slow responders and 15 fast responders) were analyzed by RNAseq. Hierarchical cluster analysis was performed to assign samples to clusters and gene expression analysis was performed to identify differentially expressed transcripts (DETs) between samples within the clusters. Significant differences were found between the two clusters with fast responder-predominant cluster showing an upregulation of transcripts involved in the activation of immune and inflammatory response and the slow responder-predominant cluster showing significant over-representation of pathways impacting colonic motility (e.g. genes involved in tryptophan and serotonin degradation and mitochondrial dysfunction). Regression analysis identified a single long non-coding RNA that could predict cluster assignment with a high specificity (0.88), sensitivity (0.89) and accuracy (0.89). Comparison of gene expression profiles in the ascending colon from a subset of patients with ASD, chronic right-sided fecal loading constipation and a slow versus fast response to therapy has identified molecular mechanisms that likely contribute to this differential response following the primary therapeutic intervention (i.e. treatment for colonic inflammation with brief induction immunosuppression followed by maintenance non-steroidal anti-inflammatory therapy). Importantly, we have identified a transcript that, if validated, may provide a biomarker that can predict from the outset which patients will be slow responders who would benefit from an alternate therapeutic strategy in treating their constipation.
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Affiliation(s)
- Stephen J Walker
- Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA.
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, North Carolina, USA.
| | - Carl D Langefeld
- Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA
- Department of Biostatistical Sciences, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Kip Zimmerman
- Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA
- Department of Biostatistical Sciences, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Marshall Z Schwartz
- Wake Forest University Health Sciences, Winston-Salem, North Carolina, USA
- Wake Forest Institute for Regenerative Medicine, Winston-Salem, North Carolina, USA
| | - Arthur Krigsman
- Pediatric Gastroenterology Resources of New York and Texas, Austin, Texas, USA
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26
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Liu G, Wu R, Yang B, Deng C, Lu X, Walker SJ, Ma PX, Mou S, Atala A, Zhang Y. Human Urine-Derived Stem Cell Differentiation to Endothelial Cells with Barrier Function and Nitric Oxide Production. Stem Cells Transl Med 2018; 7:686-698. [PMID: 30011128 PMCID: PMC6127250 DOI: 10.1002/sctm.18-0040] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 04/10/2018] [Accepted: 04/20/2018] [Indexed: 12/19/2022] Open
Abstract
Endothelial cells (ECs) play a key role in revascularization within regenerating tissue. Stem cells are often used as an alternative cell source when ECs are not available. Several cell types have been used to give rise to ECs, such as umbilical cord vessels, or differentiated from somatic stem cells, embryonic, or induced pluripotent stem cells. However, the latter carry the potential risk of chronic immune rejection and oncogenesis. Autologous endothelial precursors are an ideal resource, but currently require an invasive procedure to obtain them from the patient's own blood vessels or bone marrow. Thus, the goal of this study was to determine whether urine-derived stem cells (USCs) could differentiate into functional ECs in vitro. Urine-derived cells were then differentiated into cells of the endothelial lineage using endothelial differentiation medium for 14 days. Changes in morphology and ultrastructure, and functional endothelial marker expression were assessed in the induced USCs in vitro. Grafts of the differentiated USCs were then subcutaneously injected into nude mice. Induced USCs expressed significantly higher levels of specific markers of ECs (CD31, vWF, eNOS) in vitro and in vivo, compared to nondifferentiated USCs. In addition, the differentiated USC formed intricate tubular networks and presented similar tight junctions, and migration and invasion ability, as well as ability to produce nitric oxide (NO) compared to controls. Using USCs as autologous EC sources for vessel, tissue engineering strategies can yield a sufficient number of cells via a noninvasive, simple, and low-cost method suitable for rapid clinical translation. Stem Cells Translational Medicine 2018 Stem Cells Translational Medicine 2018;7:686-698.
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Affiliation(s)
- Guihua Liu
- Reproductive Centre, Sixth Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guang Dong, People's Republic of China.,Wake Forest Institute of Regenerative Medicine
| | - Rongpei Wu
- Wake Forest Institute of Regenerative Medicine.,Department of Urology, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guang Dong, People's Republic of China
| | - Bin Yang
- Wake Forest Institute of Regenerative Medicine.,Department of Urology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Chunhua Deng
- Department of Urology, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guang Dong, People's Republic of China
| | - Xiongbing Lu
- Department of Urology, The Second Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | | | - Peter X Ma
- School of Dentistry, Ann Arbor, Michigan, USA
| | - Steve Mou
- Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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27
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Almeida-Porada G, Rodman C, Kuhlman B, Brudvik E, Moon J, George S, Guida P, Sajuthi SP, Langefeld CD, Walker SJ, Wilson PF, Porada CD. Exposure of the Bone Marrow Microenvironment to Simulated Solar and Galactic Cosmic Radiation Induces Biological Bystander Effects on Human Hematopoiesis. Stem Cells Dev 2018; 27:1237-1256. [PMID: 29698131 DOI: 10.1089/scd.2018.0005] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The stem cell compartment of the hematopoietic system constitutes one of the most radiosensitive tissues of the body and leukemias represent one of the most frequent radiogenic cancers with short latency periods. As such, leukemias may pose a particular threat to astronauts during prolonged space missions. Control of hematopoiesis is tightly governed by a specialized bone marrow (BM) microenvironment/niche. As such, any environmental insult that damages cells of this niche would be expected to produce pronounced effects on the types and functionality of hematopoietic/immune cells generated. We recently reported that direct exposure of human hematopoietic stem cells (HSC) to simulated solar energetic particle (SEP) and galactic cosmic ray (GCR) radiation dramatically altered the differentiative potential of these cells, and that simulated GCR exposures can directly induce DNA damage and mutations within human HSC, which led to leukemic transformation when these cells repopulated murine recipients. In this study, we performed the first in-depth examination to define changes that occur in mesenchymal stem cells present in the human BM niche following exposure to accelerated protons and iron ions and assess the impact these changes have upon human hematopoiesis. Our data provide compelling evidence that simulated SEP/GCR exposures can also contribute to defective hematopoiesis/immunity through so-called "biological bystander effects" by damaging the stromal cells that comprise the human marrow microenvironment, thereby altering their ability to support normal hematopoiesis.
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Affiliation(s)
- Graça Almeida-Porada
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Christopher Rodman
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Bradford Kuhlman
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Egil Brudvik
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - John Moon
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Sunil George
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Peter Guida
- 2 Biological, Environmental, and Climate Sciences Department, Brookhaven National Laboratory , Upton, New York
| | - Satria P Sajuthi
- 3 Division of Public Health Sciences, Department of Biostatistical Sciences, Center for Public Health Genomics , Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Carl D Langefeld
- 3 Division of Public Health Sciences, Department of Biostatistical Sciences, Center for Public Health Genomics , Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Stephen J Walker
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
| | - Paul F Wilson
- 4 Department of Radiation Oncology, University of California Davis Comprehensive Cancer Center , Sacramento, California
| | - Christopher D Porada
- 1 Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine , Winston-Salem, North Carolina
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Walker SJ, Beavers DP, Fortunato J, Krigsman A. A Putative Blood-Based Biomarker for Autism Spectrum Disorder-Associated Ileocolitis. Sci Rep 2016; 6:35820. [PMID: 27767057 PMCID: PMC5073317 DOI: 10.1038/srep35820] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 10/06/2016] [Indexed: 12/11/2022] Open
Abstract
Gastrointestinal symptoms are common in children with autism spectrum disorder (ASD). A significant proportion of children with ASD and gastrointestinal symptoms have histologic evidence of ileocolitis (inflammation of the terminal ileum and/or colon). We previously reported the molecular characterization of gastrointestinal biopsy tissue from ASD children with ileocolitis (ASDIC+) compared to anatomically similar inflamed tissue from typically developing children with inflammatory bowel disease (IBD; i.e. Crohn’s disease or ulcerative colitis) and typically developing children with gastrointestinal symptoms but no evidence of gastrointestinal mucosal inflammation (TDIC−). ASDIC+ children had a gene expression profile that, while primarily overlapping with known IBD, had distinctive differences. The present study confirms these findings and replicates this molecular characterization in a second cohort of cases (ASDIC+) and controls (TDIC−). In these two separate case/control mucosal-based cohorts, we have demonstrated overlap of 59 differentially expressed transcripts (DETs) unique to inflamed ileocolonic tissue from symptomatic ASDIC+ children. We now report that 9 of these 59 transcripts are also differentially expressed in the peripheral blood of the second cohort of ASDIC+ children. This set of transcripts represents a putative blood-based biomarker for ASD-associated ileocolonic inflammation.
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Affiliation(s)
- Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Winston Salem, NC, USA
| | - Daniel P Beavers
- Department of Biostatistical Sciences, Public Health Sciences, Wake Forest University Health Sciences, Winston Salem, NC, USA
| | - John Fortunato
- Pediatric Gastroenterology, Hepatology, and Nutrition, Ann &Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Arthur Krigsman
- Pediatric Gastroenterology Resources, 148 Beach 9th Street, Suite 2B, Far Rockaway, NY, USA
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Matthews CA, Eschenroeder A, Badlani G, Evans R, Walker SJ. Evaluation of the efficacy of postmortem human bladder tissue as a normal comparator for case-controlled gene expression studies in urology. Neurourol Urodyn 2016; 36:1076-1080. [PMID: 27541974 DOI: 10.1002/nau.23097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 07/29/2016] [Indexed: 11/05/2022]
Abstract
AIMS Interstitial cystitis/bladder pain syndrome (IC/BPS) is a poorly understood disease with no absolute diagnostic marker. A molecular-based tool (biomarker) for IC/BPS diagnosis would have immediate clinical utility. We have generated a bank of bladder biopsy tissue from IC/BPS patients and require a control group for comparative gene expression studies. The objective of this pilot study was to investigate the feasibility of cadaveric bladder specimens as a viable source of control tissue. METHODS Cryopreserved cadaveric bladder specimens were obtained through the National Disease Research Interchange (NDRI) tissue repository. Decedent demographics, postmortem interval to autopsy, necropsy location and size were recorded. At least two punch biopsies were taken from each bladder sample and total RNA was extracted. Nucleic acid concentration and quality were measured as was the RNA integrity number (RIN). RESULTS We purchased 15 necropsy bladder specimens that had been harvested from women postmortem and flash-frozen. For each bladder specimen, RNA was isolated from multiple sites for comparison both within and between individuals. Bioanalyzer results revealed severe degradation in the majority of samples as indicated by RINs ranging from "n/a" to 6.6, with most samples yielding RINs ≤2.5. Shorter postmortem interval did not correlate with an increase in RNA quantity or quality. CONCLUSIONS Cadaver-derived bladder tissue from the NDRI does not routinely yield high-quality RNA needed for downstream gene expression applications, such as microarray and next-generation sequencing and, therefore, cannot be used as a reliable source for control samples.
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Affiliation(s)
- Catherine A Matthews
- Department of Urology, Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Andrew Eschenroeder
- Department of Urology, Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Gopal Badlani
- Department of Urology, Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Robert Evans
- Department of Urology, Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Stephen J Walker
- Department of Urology, Wake Forest University Health Sciences, Winston-Salem, North Carolina.,Wake Forest Institute for Regenerative Medicine, Winston-Salem, North Carolina
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30
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Tomblyn S, Kneller EP, Walker SJ, Ellenburg MD, Kowalczewski CJ, Van Dyke M, Burnett L, Saul JM. Keratin hydrogel carrier system for simultaneous delivery of exogenous growth factors and muscle progenitor cells. J Biomed Mater Res B Appl Biomater 2016; 104:864-79. [PMID: 25953729 PMCID: PMC5565163 DOI: 10.1002/jbm.b.33438] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Revised: 01/14/2015] [Accepted: 03/30/2015] [Indexed: 11/10/2022]
Abstract
Ideal material characteristics for tissue engineering or regenerative medicine approaches to volumetric muscle loss (VML) include the ability to deliver cells, growth factors, and molecules that support tissue formation from a system with a tunable degradation profile. Two different types of human hair-derived keratins were tested as options to fulfill these VML design requirements: (1) oxidatively extracted keratin (keratose) characterized by a lack of covalent crosslinking between cysteine residues, and (2) reductively extracted keratin (kerateine) characterized by disulfide crosslinks. Human skeletal muscle myoblasts cultured on coatings of both types of keratin had increased numbers of multinucleated cells compared to collagen or Matrigel(TM) and adhesion levels greater than collagen. Rheology showed elastic moduli from 10(2) to 10(5) Pa and viscous moduli from 10(1) to 10(4) Pa depending on gel concentration and keratin type. Kerateine and keratose showed differing rates of degradation due to the presence or absence of disulfide crosslinks, which likely contributed to observed differences in release profiles of several growth factors. In vivo testing in a subcutaneous mouse model showed that keratose hydrogels can be used to deliver mouse muscle progenitor cells and growth factors. Histological assessment showed minimal inflammatory responses and an increase in markers of muscle formation. © 2015 Wiley Periodicals, Inc. J Biomed Mater Res Part B: Appl Biomater, 104B: 864-879, 2016.
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Affiliation(s)
- Seth Tomblyn
- KeraNetics, LLC, Suite 168, 391 Technology Way, Winston-Salem, NC 27101
| | | | - Stephen J. Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Winston-Salem, NC 27157
| | - Mary D. Ellenburg
- KeraNetics, LLC, Suite 168, 391 Technology Way, Winston-Salem, NC 27101
| | - Christine J. Kowalczewski
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Blacksburg, VA 24061
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH 45056
| | - Mark Van Dyke
- Virginia Tech-Wake Forest University School of Biomedical Engineering and Sciences, Blacksburg, VA 24061
| | - Luke Burnett
- KeraNetics, LLC, Suite 168, 391 Technology Way, Winston-Salem, NC 27101
| | - Justin M. Saul
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH 45056
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31
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Trivedi MS, Hodgson NW, Walker SJ, Trooskens G, Nair V, Deth RC. Epigenetic effects of casein-derived opioid peptides in SH-SY5Y human neuroblastoma cells. Nutr Metab (Lond) 2015; 12:54. [PMID: 26664459 PMCID: PMC4673759 DOI: 10.1186/s12986-015-0050-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2015] [Accepted: 12/03/2015] [Indexed: 12/18/2022] Open
Abstract
Background Casein-free, gluten-free diets have been reported to mitigate some of the inflammatory gastrointestinal and behavioral traits associated with autism, but the mechanism for this palliative effect has not been elucidated. We recently showed that the opioid peptide beta-casomorphin-7, derived from bovine (bBCM7) milk, decreases cysteine uptake, lowers levels of the antioxidant glutathione (GSH) and decreases the methyl donor S-adenosylmethionine (SAM) in both Caco-2 human GI epithelial cells and SH-SY5Y human neuroblastoma cells. While human breast milk can also release a similar peptide (hBCM-7), the bBCM7 and hBCM-7 vary greatly in potency; as the bBCM-7 is highly potent and similar to morphine in it's effects. Since SAM is required for DNA methylation, we wanted to further investigate the epigenetic effects of these food-derived opioid peptides. In the current study the main objective was to characterize functional pathways and key genes responding to DNA methylation effects of food-derived opioid peptides. Methods SH-SY5Y neuroblastoma cells were treated with 1 μM hBCM7 and bBCM7 and RNA and DNA were isolated after 4 h with or without treatment. Transcriptional changes were assessed using a microarray approach and CpG methylation status was analyzed at 450,000 CpG sites. Functional implications from both endpoints were evaluated via Ingenuity Pathway Analysis 4.0 and KEGG pathway analysis was performed to identify biological interactions between transcripts that were significantly altered at DNA methylation or transcriptional levels (p < 0.05, FDR <0.1). Results Here we show that hBCM7 and bBCM7, as well as morphine, cause epigenetic changes affecting gene pathways related to gastrointestinal disease and inflammation. These epigenetic consequences exhibited the same potency order as opiate inhibition of cysteine uptake insofar as hBCM7 was less potent than bBCM7, which was less potent than morphine. Conclusion Our findings indicate that epigenetic effects of milk-derived opiate peptides may contribute to GI dysfunction and inflammation in sensitive individuals. While the current study was performed using SH-SY5Y neuronal cellular models, similar actions on other cells types might combine to cause symptoms of intolerance. These actions may provide a potential contributing mechanism for the beneficial effects of a casein-free diet in alleviating gastrointestinal symptoms in neurological conditions including autism and other conditions. Lastly, our study also contributes to the evolving awareness of a “gut-brain connection”. Electronic supplementary material The online version of this article (doi:10.1186/s12986-015-0050-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Malav S Trivedi
- Department of Pharmaceutical Sciences, Nova Southeastern University, Rm # 3103, HPD building, Fort Lauderdale, FL USA
| | - Nathaniel W Hodgson
- Department of Molecular and Cellular Biology, Harvard Medical School, Boston, MA USA
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Winston Salem, NC USA
| | - Geert Trooskens
- Department of Mathematical Modelling, Statistics and Bioinformatics, University of Ghent, Ghent, Belgium
| | - Vineeth Nair
- Department of Pharmaceutical Sciences, Nova Southeastern University, Rm # 3103, HPD building, Fort Lauderdale, FL USA
| | - Richard C Deth
- Department of Pharmaceutical Sciences, Nova Southeastern University, Rm # 3103, HPD building, Fort Lauderdale, FL USA
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Yu Y, Fuscoe JC, Zhao C, Guo C, Jia M, Qing T, Bannon DI, Lancashire L, Bao W, Du T, Luo H, Su Z, Jones WD, Moland CL, Branham WS, Qian F, Ning B, Li Y, Hong H, Guo L, Mei N, Shi T, Wang KY, Wolfinger RD, Nikolsky Y, Walker SJ, Duerksen-Hughes P, Mason CE, Tong W, Thierry-Mieg J, Thierry-Mieg D, Shi L, Wang C. A rat RNA-Seq transcriptomic BodyMap across 11 organs and 4 developmental stages. Nat Commun 2015; 5:3230. [PMID: 24510058 PMCID: PMC3926002 DOI: 10.1038/ncomms4230] [Citation(s) in RCA: 259] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2013] [Accepted: 01/10/2014] [Indexed: 02/07/2023] Open
Abstract
The rat has been used extensively as a model for evaluating chemical toxicities and for understanding drug mechanisms. However, its transcriptome across multiple organs, or developmental stages, has not yet been reported. Here we show, as part of the SEQC consortium efforts, a comprehensive rat transcriptomic BodyMap created by performing RNA-Seq on 320 samples from 11 organs of both sexes of juvenile, adolescent, adult and aged Fischer 344 rats. We catalogue the expression profiles of 40,064 genes, 65,167 transcripts, 31,909 alternatively spliced transcript variants and 2,367 non-coding genes/non-coding RNAs (ncRNAs) annotated in AceView. We find that organ-enriched, differentially expressed genes reflect the known organ-specific biological activities. A large number of transcripts show organ-specific, age-dependent or sex-specific differential expression patterns. We create a web-based, open-access rat BodyMap database of expression profiles with crosslinks to other widely used databases, anticipating that it will serve as a primary resource for biomedical research using the rat model. Gene expression is highly variable between tissues, and changes during development and with age. Here, the authors provide a comprehensive RNA-Seq analysis of the rat transcriptome, spanning eleven organs, four developmental stages and both sexes.
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Affiliation(s)
- Ying Yu
- 1] Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China [2]
| | - James C Fuscoe
- 1] National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA [2]
| | - Chen Zhao
- Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China
| | - Chao Guo
- Functional Genomics Core, Beckman Research Institute, City of Hope, Duarte, California 91010, USA
| | - Meiwen Jia
- Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China
| | - Tao Qing
- Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China
| | - Desmond I Bannon
- Army Institute of Public Health, U.S. Army Public Health Command, Aberdeen Proving Ground, Maryland 21010, USA
| | - Lee Lancashire
- Computation Biology and Bioinformatics, IP & Science, Thomson Reuters, London EC1N 8JS, UK
| | - Wenjun Bao
- SAS Institute Inc., Cary, North Carolina 27513, USA
| | - Tingting Du
- Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China
| | - Heng Luo
- Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China
| | - Zhenqiang Su
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | | | - Carrie L Moland
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - William S Branham
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Feng Qian
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Baitang Ning
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Yan Li
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Huixiao Hong
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Lei Guo
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Nan Mei
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Tieliu Shi
- The Center for Bioinformatics and The Institute of Biomedical Sciences, College of Life Science, Shanghai 200241, China
| | - Kevin Y Wang
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
| | | | - Yuri Nikolsky
- Computation Biology and Bioinformatics, IP & Science, Thomson Reuters, London EC1N 8JS, UK
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Winston-Salem, North Carolina 27157, USA
| | - Penelope Duerksen-Hughes
- Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, California 92350, USA
| | - Christopher E Mason
- Department of Physiology & Biophysics and the Institute for Computational Biomedicine, Cornell University, New York, New York 10021, USA
| | - Weida Tong
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA
| | - Jean Thierry-Mieg
- National Center for Biotechnology Information, National Institutes of Health, Bethesda, Maryland 20894, USA
| | - Danielle Thierry-Mieg
- National Center for Biotechnology Information, National Institutes of Health, Bethesda, Maryland 20894, USA
| | - Leming Shi
- 1] Center for Pharmacogenomics, State Key Laboratory of Genetic Engineering and MOE Key Laboratory of Contemporary Anthropology, Schools of Life Sciences and Pharmacy, Fudan University, Shanghai 201203, China [2] National Center for Toxicological Research, Food and Drug Administration, Jefferson, Arkansas 92079, USA [3] Fudan-Zhangjiang Center for Clinical Genomics and Zhangjiang Center for Translational Medicine, Shanghai 201203, China
| | - Charles Wang
- Center for Genomics and Division of Microbiology & Molecular Genetics, School of Medicine, Loma Linda University, Loma Linda, California 92350, USA
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Walker SJ, Colaco M, Koslov DS, Keys T, Evans RJ, Badlani GH, Andersson KE. Transcriptome analysis of bladder biopsy from interstitial cystitis/bladder pain syndrome patients. Genom Data 2014; 2:366-8. [PMID: 26484132 PMCID: PMC4535940 DOI: 10.1016/j.gdata.2014.10.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2014] [Revised: 10/08/2014] [Accepted: 10/08/2014] [Indexed: 11/28/2022]
Abstract
Interstitial cystitis and bladder pain syndrome (IC/BPS) are terms used to describe a heterogeneous chronic pelvic and bladder pain disorder. Despite its significant prevalence, the disease etiology is not well understood and providing diagnosis and treatment can be challenging. In our study, published recently in the Journal of Urology (Colaco et al., 2014), we describe the use of microarrays as a tool to characterize IC/BPS and to determine if there are clinical factors that correlate with gene expression. This data-in-brief article describes the methodology for that study, including data analysis, in further detail. Deposited data can be found in the Gene Expression Omnibus (GEO) database: GSE57560.
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Affiliation(s)
- Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA ; Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Marc Colaco
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA ; Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - David S Koslov
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA ; Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Tristan Keys
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA ; Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Robert J Evans
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Gopal H Badlani
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Karl-Erik Andersson
- Wake Forest Institute for Regenerative Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Colaco M, Koslov DS, Keys T, Evans RJ, Badlani GH, Andersson KE, Walker SJ. Correlation of gene expression with bladder capacity in interstitial cystitis/bladder pain syndrome. J Urol 2014; 192:1123-9. [PMID: 24840534 DOI: 10.1016/j.juro.2014.05.047] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2014] [Indexed: 01/08/2023]
Abstract
PURPOSE Interstitial cystitis and bladder pain syndrome are terms used to describe a heterogeneous chronic pelvic and bladder pain disorder. Despite its significant prevalence, our understanding of disease etiology is poor. We molecularly characterized interstitial cystitis/bladder pain syndrome and determined whether there are clinical factors that correlate with gene expression. MATERIALS AND METHODS Bladder biopsies from female subjects with interstitial cystitis/bladder pain syndrome and female controls without signs of the disease were collected and divided into those with normal and low anesthetized bladder capacity, respectively. Samples then underwent RNA extraction and microarray assay. Data generated by these assays were analyzed using Omics Explorer (Qlucore, Lund, Sweden), GeneSifter® Analysis Edition 4.0 and Ingenuity® Pathway Analysis to determine similarity among samples within and between groups, and measure differentially expressed transcripts unique to each phenotype. RESULTS A total of 16 subjects were included in study. Principal component analysis and unsupervised hierarchical clustering showed clear separation between gene expression in tissues from subjects with low compared to normal bladder capacity. Gene expression in tissue from patients with interstitial cystitis/bladder pain syndrome who had normal bladder capacity did not significantly differ from that in controls without interstitial cystitis/bladder pain syndrome. Pairwise analysis revealed that pathways related to inflammatory and immune response were most involved. CONCLUSIONS Microarray analysis provides insight into the potential pathological condition underlying interstitial cystitis/bladder pain syndrome. This pilot study shows that patients with this disorder who have low compared to normal bladder capacity have significantly different molecular characteristics, which may reflect a difference in disease pathophysiology.
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Affiliation(s)
- Marc Colaco
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina.
| | - David S Koslov
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Tristan Keys
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Robert J Evans
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Gopal H Badlani
- Department of Urology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Karl-Erik Andersson
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
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Hsu DT, Sanford BJ, Meyers KK, Love TM, Hazlett KE, Wang H, Ni L, Walker SJ, Mickey BJ, Korycinski ST, Koeppe RA, Crocker JK, Langenecker SA, Zubieta JK. Social feedback activates the endogenous opioid system. Mol Psychiatry 2013; 18:1147. [PMID: 24153054 PMCID: PMC5293180 DOI: 10.1038/mp.2013.139] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- DT Hsu
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - BJ Sanford
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - KK Meyers
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - TM Love
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - KE Hazlett
- Department of Psychology, Marquette University, Milwaukee, WI, USA
| | - H Wang
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - L Ni
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - SJ Walker
- Department of Psychiatry, Oregon Health and Science University, Portland, OR, USA
| | - BJ Mickey
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - ST Korycinski
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - RA Koeppe
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - JK Crocker
- Department of Psychology, Ohio State University, Columbus, OH, USA
| | - SA Langenecker
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - J-K Zubieta
- Department of Psychiatry, The Molecular and Behavioral Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA,Department of Radiology, University of Michigan, Ann Arbor, MI, USA
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Walker SJ, Fortunato J, Gonzalez LG, Krigsman A. Identification of unique gene expression profile in children with regressive autism spectrum disorder (ASD) and ileocolitis. PLoS One 2013; 8:e58058. [PMID: 23520485 PMCID: PMC3592909 DOI: 10.1371/journal.pone.0058058] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Accepted: 01/31/2013] [Indexed: 12/11/2022] Open
Abstract
Gastrointestinal symptoms are common in children with autism spectrum disorder (ASD) and are often associated with mucosal inflammatory infiltrates of the small and large intestine. Although distinct histologic and immunohistochemical properties of this inflammatory infiltrate have been previously described in this ASD(GI) group, molecular characterization of these lesions has not been reported. In this study we utilize transcriptome profiling of gastrointestinal mucosal biopsy tissue from ASD(GI) children and three non-ASD control groups (Crohn's disease, ulcerative colitis, and histologically normal) in an effort to determine if there is a gene expression profile unique to the ASD(GI) group. Comparison of differentially expressed transcripts between the groups demonstrated that non-pathologic (normal) tissue segregated almost completely from inflamed tissue in all cases. Gene expression profiles in intestinal biopsy tissue from patients with Crohn's disease, ulcerative colitis, and ASD(GI), while having significant overlap with each other, also showed distinctive features for each group. Taken together, these results demonstrate that ASD(GI) children have a gastrointestinal mucosal molecular profile that overlaps significantly with known inflammatory bowel disease (IBD), yet has distinctive features that further supports the presence of an ASD-associated IBD variant, or, alternatively, a prodromal phase of typical inflammatory bowel disease. Although we report qPCR confirmation of representative differentially expressed transcripts determined initially by microarray, these findings may be considered preliminary to the extent that they require further confirmation in a validation cohort.
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Affiliation(s)
- Stephen J Walker
- Wake Forest Institute for Regenerative Medicine, Wake Forest University Health Sciences, Winston Salem, North Carolina, United States of America.
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Ramos PS, Sajuthi S, Langefeld CD, Walker SJ. Immune function genes CD99L2, JARID2 and TPO show association with autism spectrum disorder. Mol Autism 2012; 3:4. [PMID: 22681640 PMCID: PMC3439713 DOI: 10.1186/2040-2392-3-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Accepted: 06/09/2012] [Indexed: 12/30/2022] Open
Abstract
Background A growing number of clinical and basic research studies have implicated immunological abnormalities as being associated with and potentially responsible for the cognitive and behavioral deficits seen in autism spectrum disorder (ASD) children. Here we test the hypothesis that immune-related gene loci are associated with ASD. Findings We identified 2,012 genes of known immune-function via Ingenuity Pathway Analysis. Family-based tests of association were computed on the 22,904 single nucleotide polymorphisms (SNPs) from the 2,012 immune-related genes on 1,510 trios available at the Autism Genetic Resource Exchange (AGRE) repository. Several SNPs in immune-related genes remained statistically significantly associated with ASD after adjusting for multiple comparisons. Specifically, we observed significant associations in the CD99 molecule-like 2 region (CD99L2, rs11796490, P = 4.01 × 10-06, OR = 0.68 (0.58-0.80)), in the jumonji AT rich interactive domain 2 (JARID2) gene (rs13193457, P = 2.71 × 10-06, OR = 0.61 (0.49-0.75)), and in the thyroid peroxidase gene (TPO) (rs1514687, P = 5.72 × 10-06, OR = 1.46 (1.24-1.72)). Conclusions This study suggests that despite the lack of a general enrichment of SNPs in immune function genes in ASD children, several novel genes with known immune functions are associated with ASD.
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Affiliation(s)
- Paula S Ramos
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, 391 Technology Way, Winston-Salem, NC, 27101, USA.
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Markert CD, Meaney MP, Voelker KA, Grange RW, Dalley HW, Cann JK, Ahmed M, Bishwokarma B, Walker SJ, Yu SX, Brown M, Lawlor MW, Beggs AH, Childers MK. Functional muscle analysis of the Tcap knockout mouse. Hum Mol Genet 2010; 19:2268-83. [PMID: 20233748 DOI: 10.1093/hmg/ddq105] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Autosomal recessive limb-girdle muscular dystrophy type 2G (LGMD2G) is an adult-onset myopathy characterized by distal lower limb weakness, calf hypertrophy and progressive decline in ambulation. The disease is caused by mutations in Tcap, a z-disc protein of skeletal muscle, although the precise mechanisms resulting in clinical symptoms are unknown. To provide a model for preclinical trials and for mechanistic studies, we generated knockout (KO) mice carrying a null mutation in the Tcap gene. Here we present the first report of a Tcap KO mouse model for LGMD2G and the results of an investigation into the effects of Tcap deficiency on skeletal muscle function in 4- and 12-month-old mice. Muscle histology of Tcap-null mice revealed abnormal myofiber size variation with central nucleation, similar to findings in the muscles of LGMD2G patients. An analysis of a Tcap binding protein, myostatin, showed that deletion of Tcap was accompanied by increased protein levels of myostatin. Our Tcap-null mice exhibited a decline in the ability to maintain balance on a rotating rod, relative to wild-type controls. No differences were detected in force or fatigue assays of isolated extensor digitorum longus (EDL) and soleus (SOL) muscles. Finally, a mechanical investigation of EDL and SOL indicated an increase in muscle stiffness in KO animals. We are the first to establish a viable KO mouse model of Tcap deficiency and our model mice demonstrate a dystrophic phenotype comparable to humans with LGMD2G.
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Affiliation(s)
- C D Markert
- Department of Neurology, Wake Forest University, Winston-Salem, NC 27101, USA
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Chung Y, Bishop CE, Treff NR, Walker SJ, Sandler VM, Becker S, Klimanskaya I, Wun WS, Dunn R, Hall RM, Su J, Lu SJ, Maserati M, Choi YH, Scott R, Atala A, Dittman R, Lanza R. Reprogramming of human somatic cells using human and animal oocytes. Cloning Stem Cells 2009; 11:213-23. [PMID: 19186982 DOI: 10.1089/clo.2009.0004] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
There is renewed interest in using animal oocytes to reprogram human somatic cells. Here we compare the reprogramming of human somatic nuclei using oocytes obtained from animal and human sources. Comparative analysis of gene expression in morula-stage embryos was carried out using single-embryo transcriptome amplification and global gene expression analyses. Genomic DNA fingerprinting and PCR analysis confirmed that the nuclear genome of the cloned embryos originated from the donor somatic cell. Although the human-human, human-bovine, and human-rabbit clones appeared morphologically similar and continued development to the morula stage at approximately the same rate (39, 36, and 36%, respectively), the pattern of reprogramming of the donor genome was dramatically different. In contrast to the interspecies clones, gene expression profiles of the human-human embryos showed that there was extensive reprogramming of the donor nuclei through extensive upregulation, and that the expression pattern was similar in key upregulation in normal control embryos. To account for maternal gene expression, enucleated oocyte transcriptome profiles were subtracted from the corresponding morula-stage embryo profiles. t-Test comparisons (median-normalized data @ fc>4; p<0.005) between human in vitro fertilization (IVF) embryos and human-bovine or human-rabbit interspecies somatic cell transfer (iSCNT) embryos found between 2400 and 2950 genes that were differentially expressed, the majority (60-70%) of which were downregulated, whereas the same comparison between the bovine and rabbit oocyte profiles found no differences at all. In contrast to the iSCNT embryos, expression profiles of human-human clones compared to the age-matched IVF embryos showed that nearly all of the differentially expressed genes were upregulated in the clones. Importantly, the human oocytes significantly upregulated Oct-4, Sox-2, and nanog (22-fold, 6-fold, and 12-fold, respectively), whereas the bovine and rabbit oocytes either showed no difference or a downregulation of these critical pluripotency-associated genes, effectively silencing them. Without appropriate reprogramming, these data call into question the potential use of these discordant animal oocyte sources to generate patient-specific stem cells.
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Affiliation(s)
- Young Chung
- Advanced Cell Technology, Worcester, MA 01605, USA.
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Patterson TA, Lobenhofer EK, Fulmer-Smentek SB, Collins PJ, Chu TM, Bao W, Fang H, Kawasaki ES, Hager J, Tikhonova IR, Walker SJ, Zhang L, Hurban P, de Longueville F, Fuscoe JC, Tong W, Shi L, Wolfinger RD. Performance comparison of one-color and two-color platforms within the MicroArray Quality Control (MAQC) project. Nat Biotechnol 2006; 24:1140-50. [PMID: 16964228 DOI: 10.1038/nbt1242] [Citation(s) in RCA: 352] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Microarray-based expression profiling experiments typically use either a one-color or a two-color design to measure mRNA abundance. The validity of each approach has been amply demonstrated. Here we provide a simultaneous comparison of results from one- and two-color labeling designs, using two independent RNA samples from the Microarray Quality Control (MAQC) project, tested on each of three different microarray platforms. The data were evaluated in terms of reproducibility, specificity, sensitivity and accuracy to determine if the two approaches provide comparable results. For each of the three microarray platforms tested, the results show good agreement with high correlation coefficients and high concordance of differentially expressed gene lists within each platform. Cumulatively, these comparisons indicate that data quality is essentially equivalent between the one- and two-color approaches and strongly suggest that this variable need not be a primary factor in decisions regarding experimental microarray design.
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Affiliation(s)
- Tucker A Patterson
- National Center for Toxicological Research, US Food & Drug Administration, 3900 NCTR Rd., Jefferson, Arkansas 72079, USA.
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Shi L, Reid LH, Jones WD, Shippy R, Warrington JA, Baker SC, Collins PJ, de Longueville F, Kawasaki ES, Lee KY, Luo Y, Sun YA, Willey JC, Setterquist RA, Fischer GM, Tong W, Dragan YP, Dix DJ, Frueh FW, Goodsaid FM, Herman D, Jensen RV, Johnson CD, Lobenhofer EK, Puri RK, Schrf U, Thierry-Mieg J, Wang C, Wilson M, Wolber PK, Zhang L, Amur S, Bao W, Barbacioru CC, Lucas AB, Bertholet V, Boysen C, Bromley B, Brown D, Brunner A, Canales R, Cao XM, Cebula TA, Chen JJ, Cheng J, Chu TM, Chudin E, Corson J, Corton JC, Croner LJ, Davies C, Davison TS, Delenstarr G, Deng X, Dorris D, Eklund AC, Fan XH, Fang H, Fulmer-Smentek S, Fuscoe JC, Gallagher K, Ge W, Guo L, Guo X, Hager J, Haje PK, Han J, Han T, Harbottle HC, Harris SC, Hatchwell E, Hauser CA, Hester S, Hong H, Hurban P, Jackson SA, Ji H, Knight CR, Kuo WP, LeClerc JE, Levy S, Li QZ, Liu C, Liu Y, Lombardi MJ, Ma Y, Magnuson SR, Maqsodi B, McDaniel T, Mei N, Myklebost O, Ning B, Novoradovskaya N, Orr MS, Osborn TW, Papallo A, Patterson TA, Perkins RG, Peters EH, Peterson R, Philips KL, Pine PS, Pusztai L, Qian F, Ren H, Rosen M, Rosenzweig BA, Samaha RR, Schena M, Schroth GP, Shchegrova S, Smith DD, Staedtler F, Su Z, Sun H, Szallasi Z, Tezak Z, Thierry-Mieg D, Thompson KL, Tikhonova I, Turpaz Y, Vallanat B, Van C, Walker SJ, Wang SJ, Wang Y, Wolfinger R, Wong A, Wu J, Xiao C, Xie Q, Xu J, Yang W, Zhang L, Zhong S, Zong Y, Slikker W. The MicroArray Quality Control (MAQC) project shows inter- and intraplatform reproducibility of gene expression measurements. Nat Biotechnol 2006; 24:1151-61. [PMID: 16964229 PMCID: PMC3272078 DOI: 10.1038/nbt1239] [Citation(s) in RCA: 1497] [Impact Index Per Article: 83.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2006] [Accepted: 07/31/2006] [Indexed: 11/08/2022]
Abstract
Over the last decade, the introduction of microarray technology has had a profound impact on gene expression research. The publication of studies with dissimilar or altogether contradictory results, obtained using different microarray platforms to analyze identical RNA samples, has raised concerns about the reliability of this technology. The MicroArray Quality Control (MAQC) project was initiated to address these concerns, as well as other performance and data analysis issues. Expression data on four titration pools from two distinct reference RNA samples were generated at multiple test sites using a variety of microarray-based and alternative technology platforms. Here we describe the experimental design and probe mapping efforts behind the MAQC project. We show intraplatform consistency across test sites as well as a high level of interplatform concordance in terms of genes identified as differentially expressed. This study provides a resource that represents an important first step toward establishing a framework for the use of microarrays in clinical and regulatory settings.
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Walker SJ, Segal J, Aschner M. Cultured lymphocytes from autistic children and non-autistic siblings up-regulate heat shock protein RNA in response to thimerosal challenge. Neurotoxicology 2006; 27:685-92. [PMID: 16870260 DOI: 10.1016/j.neuro.2006.06.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2006] [Revised: 06/09/2006] [Accepted: 06/12/2006] [Indexed: 11/24/2022]
Abstract
There are reports suggesting that some autistic children are unable to mount an adequate response following exposure to environmental toxins. This potential deficit, coupled with the similarity in clinical presentations of autism and some heavy metal toxicities, has led to the suggestion that heavy metal poisoning might play a role in the etiology of autism in uniquely susceptible individuals. Thimerosal, an anti-microbial preservative previously added routinely to childhood multi-dose vaccines, is composed of 49.6% ethyl mercury. Based on the levels of this toxin that children receive through routine immunization schedules in the first years of life, it has been postulated that thimerosal may be a potential triggering mechanism contributing to autism in susceptible individuals. One potential risk factor in these individuals may be an inability to adequately up-regulate metallothionein (MT) biosynthesis in response to presentation of a heavy metal challenge. To investigate this hypothesis, cultured lymphocytes (obtained from the Autism Genetic Resource Exchange, AGRE) from autistic children and non-autistic siblings were challenged with either 10 microM ethyl mercury, 150 microM zinc, or fresh media (control). Following the challenge, total RNA was extracted and used to query "whole genome" DNA microarrays. Cultured lymphocytes challenged with zinc responded with an impressive up-regulation of MT transcripts (at least nine different MTs were over-expressed) while cells challenged with thimerosal responded by up-regulating numerous heat shock protein transcripts, but not MTs. Although there were no apparent differences between autistic and non-autistic sibling responses in this very small sampling group, the differences in expression profiles between those cells treated with zinc versus thimerosal were dramatic. Determining cellular response, at the level of gene expression, has important implications for the understanding and treatment of conditions that result from exposure to neurotoxic compounds.
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Affiliation(s)
- Stephen J Walker
- Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Winston-Salem, NC 27156, USA.
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Freeman WM, Gooch RS, Lull ME, Worst TJ, Walker SJ, Xu ASL, Green H, Pierre PJ, Grant KA, Vrana KE. Apo-AII is an elevated biomarker of chronic non-human primate ethanol self-administration. Alcohol Alcohol 2006; 41:300-5. [PMID: 16581821 DOI: 10.1093/alcalc/agl021] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
AIMS Serum protein profiles were examined in naïve, ethanol self-administering and ethanol abstinent cynomolgus monkeys (Macaca fasicularis) to search for differences in protein expression which could possibly serve as biomarkers of heavy ethanol consumption. METHODS Surface-enhanced laser desorption ionization time-of-flight (SELDI-ToF) mass spectrometry was used for proteomic profiling of serum. RESULTS Two proteins were identified by SELDI-ToF to be increased in ethanol self-administering compared with abstinent animals. These proteins were identified to be apolipoprotein AI (Apo-AI) and apolipoprotein AII (Apo-AII) by peptide mass fingerprinting and comparison with spectra of purified human Apo-AI and AII proteins. Immunoblot analysis of Apo-AI and Apo-AII was performed on a separate group of animals (within-animal ethanol-naïve and self-administering) and confirmed a statistically significant increase in Apo-AII, while Apo-AI was unchanged. CONCLUSIONS An open proteomic screen of serum and confirmation in a separate set of animals found Apo-AII to be increased in the serum of ethanol self-administering monkeys. These results are consistent with previous clinical studies of human ethanol consumption and serum apolipoprotein expression. Moreover, these results validate the use of non-human primates as a model organism for proteomic analysis of ethanol self-administration biomarkers.
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Affiliation(s)
- Willard M Freeman
- Department of Pharmacology, H078, Penn State College of Medicine, 500 University Drive, PO Box 850, Hershey, PA 17033-0850, USA.
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Walker SJ, Grant KA. Peripheral blood alpha-synuclein mRNA levels are elevated in cynomolgus monkeys that chronically self-administer ethanol. Alcohol 2006; 38:1-4. [PMID: 16762686 DOI: 10.1016/j.alcohol.2006.03.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2006] [Revised: 03/20/2006] [Accepted: 03/20/2006] [Indexed: 11/20/2022]
Abstract
The gene SNCA (or NACP), which codes for alpha-synuclein, a small synaptic protein involved in dopaminergic neurotransmission, maps to a quantitative trait locus for alcohol preference and is differentially expressed in specific brain regions in alcohol-preferring versus -nonpreferring rats. Moreover, elevated alpha-synuclein messenger RNA (mRNA) and protein levels in peripheral blood have been shown to be associated with craving in patients with alcoholism. The focus of this study was to evaluate gene expression, including the levels of alpha-synuclein mRNA, in peripheral blood in nonhuman primates that were induced to drink ethanol (4 months) and then allowed 14 months of 22-h/day access to ethanol (4% wt/vol) or water compared to alcohol-naïve controls. Differential gene expression, including alpha-synuclein mRNA levels, was measured in 18 cynomolgus macaque monkeys, 8 that had been chronically self-administering ethanol for 18 months and 10 that were alcohol naïve. Cynomolgus monkeys in this study self-administered ethanol at average rates of between 1.2 and 4.2g/kg/day. This group of ethanol-drinking monkeys had a highly significant 3.21-fold higher level of alpha-synuclein mRNA in peripheral blood than alcohol-naïve controls. These data agree with recent reports of elevated alpha-synuclein mRNA and protein in the blood of human alcoholics, support the concept of an association between alpha-synuclein and alcoholism, and demonstrate, for the first time, a biomarker present in rats, monkeys, and humans for the consumption of ethanol.
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Affiliation(s)
- Stephen J Walker
- Integrative Neuroscience Initiative on Alcoholism (INIA: Stress), Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Winston-Salem, NC 27156, USA.
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Walker SJ, Mackie CR. Ceruletide and management of retained common bile duct stones. Br J Surg 2005. [DOI: 10.1002/bjs.1800760644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- S J Walker
- University of Liverpool, Liverpool L69 3BX, UK
| | - C R Mackie
- University of Liverpool, Liverpool L69 3BX, UK
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Walker SJ, Wang Y, Grant KA, Chan F, Hellmann GM. Long versus short oligonucleotide microarrays for the study of gene expression in nonhuman primates. J Neurosci Methods 2005; 152:179-89. [PMID: 16253343 DOI: 10.1016/j.jneumeth.2005.09.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2005] [Revised: 08/24/2005] [Accepted: 09/02/2005] [Indexed: 11/25/2022]
Abstract
The high degree of sequence similarity between human and nonhuman primate (NHP) genomic DNA suggests that human genome sequence-based DNA microarrays may be used effectively to study gene expression in NHP disease models. In the present study, two distinct commercially available human genome microarray platforms, the Affymetrix HG U133A GeneChip System utilizing Human Genome U133A GeneChips and the Applied Biosystems Expression Array System utilizing the Human Genome Survey Microarray, were used to identify and characterize gene expression changes in the anterior cerebellum of a macaque monkey model of human alcoholism. The Affymetrix microarray consists of eleven short oligonucleotide probe sets for each gene while the Applied Biosystems Microarray uses a single long oligonucleotide per gene. Cross-mapping of probes revealed a total of 11,542 genes that are represented on both microarray platforms. Absolute measures of gene expression ("present calls") from the cerebellum RNA samples were 65-70% (Applied Biosystems Expression Array System) and 27-30% (AffymetrixGeneChip System) among these common gene targets. Analysis of variance (ANOVA; p<0.05; >1.2 fold change; detected on at least 50% of the arrays) indicated 932 and 515 differentially expressed genes for the Applied Biosystems and Affymetrix microarrays, respectively. Significance analysis of microarrays (SAM) identified 255 significant genes at 5% false discovery rate (FDR) for the Applied Biosystems data set and five significant genes at 60% FDR (minimum FDR) for the Affymetrix data set. TaqMan assay-based real-time PCR validation of a number of differentially-expressed genes yielded results that agreed well with the array data in the majority of comparisons. This study demonstrates that human sequence-based DNA arrays can be used effectively to detect differential gene expression in an NHP disease model and provides evidence that the use of this long oligonucleotide-based microarray platform may be more suitable for cross-species gene expression studies than a short oligonucleotide-based system.
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Affiliation(s)
- Stephen J Walker
- Center for the Neurobehavioral Study of Alcohol, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA.
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Walker SJ, Worst TJ, Freeman WM, Vrana KE. Functional genomic analysis in pain research using hybridization arrays. Methods Mol Med 2004; 99:239-53. [PMID: 15131342 DOI: 10.1385/1-59259-770-x:239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
Hybridization array technology makes it possible to compare global gene-expression patterns in any experimental context for which good-quality RNA can be generated. To date, DNA arrays have been used as a tool to compare functional genomic changes (differences in wholesale gene expression) in studies that cover an impressive variety of research disciplines including cancer, yeast genomics, and, more recently, neuroscience and behavior. The basic premise of the array experiment is that one interrogates a panel of probes (gene-specific cDNA fragments or gene-specific oligonucleotides that have been immobilized on a solid support) with RNAs (targets) from control and treated experimental samples that have been either radioactively or fluorescently labeled. Signal derived from either competitive (both samples on a single chip) or differential (one sample/one chip) hybridization is used to calculate relative gene expression. There are three widely used platforms available to perform array experiments (Affymetrix GeneChips, oligonucleotide arrays, and membrane-based cDNA arrays) and each platform offers advantages and limitations. The experimental description in this chapter explains, in detail, how to perform a hybridization array using the macroarray platform.
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Affiliation(s)
- Stephen J Walker
- Center for the Neurobiological Investigation of Drug Abuse and Neurobehavioral Study of Alcohol, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Walker SJ, Xu A. Biomarker Discovery using Molecular Profiling Approaches. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2004; 61:1-30. [PMID: 15482809 DOI: 10.1016/s0074-7742(04)61001-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Affiliation(s)
- Stephen J Walker
- Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
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Abstract
In order to improve the efficacy of endoscopic surveillance of Barrett's esophagus, markers of neoplastic progression in addition to dysplasia are required. The aim of the present study was to assess TP53 mutational analysis as a method of identifying patients with Barrett's esophagus who are at greatest risk of adenocarcinoma, for whom endoscopic surveillance is most appropriate. TP53 mutational analysis was initially performed on premalignant and malignant tissue from 30 patients undergoing esophagectomy for adenocarcinoma, and on premalignant biopsies from 48 patients participating in a Barrett's surveillance program. Surveillance patients were followed up endoscopically and histologically for a median of 5 years following TP53 assessment. Mutational analysis was performed by single-strand conformation polymorphism analysis and direct DNA sequencing. TP53 mutations were detected in 10 of 30 esophageal adenocarcinomas, and were more common in well-differentiated carcinomas. An identical TP53 mutation was detected in carcinoma and adjacent dysplasia. Two patients with premalignant Barrett's esophagus had TP53 mutations and one of these patients developed adenocarcinoma on follow up whilst the other has not yet progressed beyond metaplasia. No patient without TP53 mutation developed high-grade dysplasia or adenocarcinoma. TP53 mutations are detected in 33% of esophageal adenocarcinomas and in 4% of premalignant Barrett's esophagus in patients undergoing endoscopic surveillance. TP53 mutation can be detected before the development of high-grade dysplasia or carcinoma, and may be useful in stratifying the risk of adenocarcinoma in patients with Barrett's esophagus.
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Affiliation(s)
- K Dolan
- Molecular Genetics and Oncology Group, University of Liverpool, Liverpool L69 3BX, UK.
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