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1.
Mol Cell ; 83(1): 121-138.e7, 2023 01 05.
Article in English | MEDLINE | ID: mdl-36521490

ABSTRACT

Cell cycle (CC) facilitates cell division via robust, cyclical gene expression. Protective immunity requires the expansion of pathogen-responsive cell types, but whether CC confers unique gene expression programs that direct the subsequent immunological response remains unclear. Here, we demonstrate that single macrophages (MFs) adopt different plasticity states in CC, which leads to heterogeneous cytokine-induced polarization, priming, and repolarization programs. Specifically, MF plasticity to interferon gamma (IFNG) is substantially reduced during S-G2/M, whereas interleukin 4 (IL-4) induces S-G2/M-biased gene expression, mediated by CC-biased enhancers. Additionally, IL-4 polarization shifts the CC-phase distribution of MFs toward the G2/M phase, providing a subpopulation-specific mechanism for IL-4-induced, dampened IFNG responsiveness. Finally, we demonstrate CC-dependent MF responses in murine and human disease settings in vivo, including Th2-driven airway inflammation and pulmonary fibrosis, where MFs express an S-G2/M-biased tissue remodeling gene program. Therefore, MF inflammatory and regenerative responses are gated by CC in a cyclical, phase-dependent manner.


Subject(s)
Chromatin , Interleukin-4 , Humans , Mice , Animals , Interleukin-4/genetics , Interleukin-4/pharmacology , Chromatin/genetics , Chromatin/metabolism , Macrophages/metabolism , Interferon-gamma/genetics , Interferon-gamma/pharmacology , Cell Cycle/genetics , Cell Division
2.
Proc Natl Acad Sci U S A ; 118(41)2021 10 12.
Article in English | MEDLINE | ID: mdl-34620713

ABSTRACT

In the skin, tissue injury results in fibrosis in the form of scars composed of dense extracellular matrix deposited by fibroblasts. The therapeutic goal of regenerative wound healing has remained elusive, in part because principles of fibroblast programming and adaptive response to injury remain incompletely understood. Here, we present a multimodal -omics platform for the comprehensive study of cell populations in complex tissue, which has allowed us to characterize the cells involved in wound healing across both time and space. We employ a stented wound model that recapitulates human tissue repair kinetics and multiple Rainbow transgenic lines to precisely track fibroblast fate during the physiologic response to skin injury. Through integrated analysis of single cell chromatin landscapes and gene expression states, coupled with spatial transcriptomic profiling, we are able to impute fibroblast epigenomes with temporospatial resolution. This has allowed us to reveal potential mechanisms controlling fibroblast fate during migration, proliferation, and differentiation following skin injury, and thereby reexamine the canonical phases of wound healing. These findings have broad implications for the study of tissue repair in complex organ systems.


Subject(s)
Cicatrix/pathology , Fibroblasts/metabolism , Fibrosis/pathology , Skin/injuries , Wound Healing/physiology , Animals , Cell Differentiation , Cell Movement , Cell Proliferation , Extracellular Matrix/metabolism , Female , Mechanotransduction, Cellular/physiology , Mice , Mice, Inbred C57BL , Skin/metabolism
3.
Ann Plast Surg ; 92(2): 181-185, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-37962260

ABSTRACT

ABSTRACT: The number of cancer survivors continues to increase because of advances in therapeutic modalities. Along with surgery and chemotherapy, radiotherapy is a commonly used treatment modality in roughly half of all cancer patients. It is particularly helpful in the oncologic treatment of patients with breast, head and neck, and prostate malignancies. Unfortunately, among patients receiving radiation therapy, long-term sequalae are often unavoidable, and there is accumulating clinical evidence suggesting significant radiation-related damage to the vascular endothelium. Ionizing radiation has been known to cause obliterative fibrosis and increased wall thickness in irradiated blood vessels. Clinically, these vascular changes induced by ionizing radiation can pose unique surgical challenges when operating in radiated fields. Here, we review the relevant literature on radiation-induced vascular damage focusing on mechanisms and signaling pathways involved and highlight microsurgical anastomotic outcomes after radiotherapy. In addition, we briefly comment on potential therapeutic strategies, which may have the ability to mitigate radiation injury to the vascular endothelium.


Subject(s)
Neoplasms , Radiation Injuries , Vascular System Injuries , Male , Humans , Vascular System Injuries/etiology , Radiation Injuries/etiology , Neoplasms/complications , Endothelium, Vascular , Breast/pathology , Radiotherapy/adverse effects
4.
J Reconstr Microsurg ; 2024 Jul 22.
Article in English | MEDLINE | ID: mdl-39038461

ABSTRACT

BACKGROUND: Microsurgical breast reconstruction using abdominal tissue is a complex procedure, in part, due to variable vascular/perforator anatomy. Preoperative computed tomography angiography (CTA) has mitigated this challenge to some degree; yet it continues to pose certain challenges. The ability to map perforators with Mixed Reality has been demonstrated in case studies, but its accuracy has not been studied intraoperatively. Here, we compare the accuracy of "HoloDIEP" in identifying perforator location (vs. Doppler ultrasound) by using holographic 3D models derived from preoperative CTA. METHODS: Using a custom application on HoloLens, the deep inferior epigastric artery vascular tree was traced in 15 patients who underwent microsurgical breast reconstruction. Perforator markings were compared against the 3D model in a coordinate system centered on the umbilicus. Holographic- and Doppler-identified markings were compared using a perspective-corrected photo technique against the 3D model along with measurement of duration of perforator mapping for each technique. RESULTS: Vascular points in HoloDIEP skin markings were -0.97 ± 6.2 mm (perforators: -0.62 ± 6.13 mm) away from 3D-model ground-truth in radial length from the umbilicus at a true distance of 10.81 ± 6.14 mm (perforators: 11.40 ± 6.15 mm). Absolute difference in radial distance was twice as high for Doppler markings compared with Holo-markings (9.71 ± 6.16 and 4.02 ± 3.20 mm, respectively). Only in half of all cases (7/14), more than 50% of the Doppler-identified points were reasonably close (<30 mm) to 3D-model ground-truth. HoloDIEP was twice as fast as Doppler ultrasound (76.9s vs. 150.4 s per abdomen). CONCLUSION: HoloDIEP allows for faster and more accurate intraoperative perforator mapping than Doppler ultrasound.

5.
FASEB J ; 36(2): e22007, 2022 02.
Article in English | MEDLINE | ID: mdl-35051300

ABSTRACT

The aim of this study was to further elucidate the molecular mechanisms that mediate pathologic foreign body response (FBR) to biomedical implants. The longevity of biomedical implants is limited by the FBR, which leads to implant failure and patient morbidity. Since the specific molecular mechanisms underlying fibrotic responses to biomedical implants have yet to be fully described, there are currently no targeted approaches to reduce pathologic FBR. We utilized proteomics analysis of human FBR samples to identify potential molecular targets for therapeutic inhibition of FBR. We then employed a murine model of FBR to further evaluate the role of this potential target. We performed histological and immunohistochemical analysis on the murine FBR capsule tissue, as well as single-cell RNA sequencing (scRNA-seq) on cells isolated from the capsules. We identified IQ motif containing GTPase activating protein 1 (IQGAP1) as the most promising of several targets, serving as a central molecular mediator in human and murine FBR compared to control subcutaneous tissue. IQGAP1-deficient mice displayed a significantly reduced FBR compared to wild-type mice as evidenced by lower levels of collagen deposition and maturity. Our scRNA-seq analysis revealed that decreasing IQGAP1 resulted in diminished transcription of mechanotransduction, inflammation, and fibrosis-related genes, which was confirmed on the protein level with immunofluorescent staining. The deficiency of IQGAP1 significantly attenuates FBR by deactivating downstream mechanotransduction signaling, inflammation, and fibrotic pathways. IQGAP1 may be a promising target for rational therapeutic design to mitigate pathologic FBR around biomedical implants.


Subject(s)
Biocompatible Materials/adverse effects , Foreign Bodies/immunology , Prostheses and Implants/adverse effects , Signal Transduction/immunology , ras GTPase-Activating Proteins/immunology , Animals , Collagen/immunology , Fibrosis/immunology , Humans , Inflammation/immunology , Male , Mechanotransduction, Cellular/immunology , Mice , Mice, Inbred C57BL , Transcription, Genetic/immunology
6.
Int Wound J ; 17(4): 925-936, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32227459

ABSTRACT

Cryopreserved human skin allografts (CHSAs) are used for the coverage of major burns when donor sites for autografts are insufficiently available and have clinically shown beneficial effects on chronic non-healing wounds. However, the biologic mechanisms behind the regenerative properties of CHSA remain elusive. Furthermore, the impact of cryopreservation on the immunogenicity of CHSA has not been thoroughly investigated and raised concerns with regard to their clinical application. To investigate the importance and fate of living cells, we compared cryopreserved CHSA with human acellular dermal matrix (ADM) grafts in which living cells had been removed by chemical processing. Both grafts were subcutaneously implanted into C57BL/6 mice and explanted after 1, 3, 7, and 28 days (n = 5 per group). A sham surgery where no graft was implanted served as a control. Transmission electron microscopy (TEM) and flow cytometry were used to characterise the ultrastructure and cells within CHSA before implantation. Immunofluorescent staining of tissue sections was used to determine the immune reaction against the implanted grafts, the rate of apoptotic cells, and vascularisation as well as collagen content of the overlaying murine dermis. Digital quantification of collagen fibre alignment on tissue sections was used to quantify the degree of fibrosis within the murine dermis. A substantial population of live human cells with intact organelles was identified in CHSA prior to implantation. Subcutaneous pockets with implanted xenografts or ADMs healed without clinically apparent rejection and with a similar cellular immune response. CHSA implantation largely preserved the cellularity of the overlying murine dermis, whereas ADM was associated with a significantly higher rate of cellular apoptosis, identified by cleaved caspase-3 staining, and a stronger dendritic cell infiltration of the murine dermis. CHSA was found to induce a local angiogenic response, leading to significantly more vascularisation of the murine dermis compared with ADM and sham surgery on day 7. By day 28, aggregate collagen-1 content within the murine dermis was greater following CHSA implantation compared with ADM. Collagen fibre alignment of the murine dermis, correlating with the degree of fibrosis, was significantly greater in the ADM group, whereas CHSA maintained the characteristic basket weave pattern of the native murine dermis. Our data indicate that CHSAs promote angiogenesis and collagen-1 production without eliciting a significant fibrotic response in a xenograft model. These findings may provide insight into the beneficial effects clinically observed after treatment of chronic wounds and burns with CHSA.


Subject(s)
Allografts/transplantation , Burns/surgery , Cell Proliferation/physiology , Cryopreservation/methods , Graft Survival/physiology , Skin Transplantation/methods , Wound Healing/physiology , Animals , Cells, Cultured/physiology , Disease Models, Animal , Humans , Mice , Mice, Inbred C57BL
7.
Proc Natl Acad Sci U S A ; 112(1): 94-9, 2015 Jan 06.
Article in English | MEDLINE | ID: mdl-25535360

ABSTRACT

There is a high mortality in patients with diabetes and severe pressure ulcers. For example, chronic pressure sores of the heels often lead to limb loss in diabetic patients. A major factor underlying this is reduced neovascularization caused by impaired activity of the transcription factor hypoxia inducible factor-1 alpha (HIF-1α). In diabetes, HIF-1α function is compromised by a high glucose-induced and reactive oxygen species-mediated modification of its coactivator p300, leading to impaired HIF-1α transactivation. We examined whether local enhancement of HIF-1α activity would improve diabetic wound healing and minimize the severity of diabetic ulcers. To improve HIF-1α activity we designed a transdermal drug delivery system (TDDS) containing the FDA-approved small molecule deferoxamine (DFO), an iron chelator that increases HIF-1α transactivation in diabetes by preventing iron-catalyzed reactive oxygen stress. Applying this TDDS to a pressure-induced ulcer model in diabetic mice, we found that transdermal delivery of DFO significantly improved wound healing. Unexpectedly, prophylactic application of this transdermal delivery system also prevented diabetic ulcer formation. DFO-treated wounds demonstrated increased collagen density, improved neovascularization, and reduction of free radical formation, leading to decreased cell death. These findings suggest that transdermal delivery of DFO provides a targeted means to both prevent ulcer formation and accelerate diabetic wound healing with the potential for rapid clinical translation.


Subject(s)
Deferoxamine/therapeutic use , Diabetes Complications/drug therapy , Diabetes Complications/prevention & control , Diabetes Mellitus, Experimental/drug therapy , Pressure/adverse effects , Ulcer/drug therapy , Administration, Cutaneous , Animals , Apoptosis/drug effects , Deferoxamine/administration & dosage , Deferoxamine/pharmacology , Dermis/blood supply , Dermis/drug effects , Dermis/pathology , Diabetes Complications/pathology , Diabetes Mellitus, Experimental/pathology , Drug Delivery Systems , Mice, Inbred C57BL , Necrosis , Neovascularization, Physiologic/drug effects , Reactive Oxygen Species/metabolism , Stress, Physiological/drug effects , Ulcer/pathology , Vascular Endothelial Growth Factor A/metabolism , Wound Healing/drug effects
8.
Ann Plast Surg ; 81(4): 475-481, 2018 10.
Article in English | MEDLINE | ID: mdl-30059386

ABSTRACT

BACKGROUND: A key educational component of the integrated plastic and reconstructive surgery (PRS) training model is the prerequisite, or core, experiences. The aim of this study is to assess the integrated PRS residents' experience with this early part of training. METHODS: A 20-question survey was developed and piloted before deployment to integrated PRS training programs from 4 United States Census regions. Respondents were asked to characterize their prerequisite clinical and operative experiences. Results were analyzed using pairwise correlation statistics and logistic regression modeling following Bonferroni correction for multiple hypothesis testing. RESULTS: One hundred ninety six residents (22 programs) participated in the study (response rate, 65.3%). The majority of residents were satisfied with their prerequisite experiences. Most did not take the American Board of Surgery In-Training Examination, which was perceived as noncontributory to PRS training. The majority of residents preferred to have fewer prerequisite experiences. Operative hours per week were predictive of resident satisfaction with the clinical and operative prerequisite experiences (both P < 0.001). Perception of general surgery program director investment in PRS education was also predictive of resident satisfaction with clinical and operative experiences (P = 0.05 and P < 0.001, respectively). CONCLUSIONS: The present study demonstrates that PRS residents are satisfied with the quality of prerequisite training but prefer less overall. Reevaluation of the benefits of the American Board of Surgery In-Training Examination and individual essential rotations for resident education would be welcomed. Furthermore, this study identifies the residents' clinical and operative experience and perceived general surgery program director involvement as important determinants of integrated resident satisfaction with prerequisite training.


Subject(s)
Education, Medical, Graduate , Internship and Residency , Personal Satisfaction , Surgery, Plastic/education , Adult , Clinical Competence , Humans , Surveys and Questionnaires , United States , Workload/statistics & numerical data
9.
Stem Cells ; 34(6): 1702-7, 2016 06.
Article in English | MEDLINE | ID: mdl-26991945

ABSTRACT

Brain tumor-initiating cells (BTICs) are self-renewing multipotent cells critical for tumor maintenance and growth. Using single-cell microfluidic profiling, we identified multiple subpopulations of BTICs coexisting in human glioblastoma, characterized by distinct surface marker expression and single-cell molecular profiles relating to divergent bulk tissue molecular subtypes. These data suggest BTIC subpopulation heterogeneity as an underlying source of intra-tumoral bulk tissue molecular heterogeneity, and will support future studies into BTIC subpopulation-specific therapies. Stem Cells 2016;34:1702-1707.


Subject(s)
Brain Neoplasms/pathology , Glioblastoma/pathology , Neoplastic Stem Cells/pathology , Biomarkers, Tumor/metabolism , Brain Neoplasms/genetics , Cell Line, Tumor , Glioblastoma/genetics , Humans , Phenotype , Single-Cell Analysis , Transcription, Genetic
10.
Wound Repair Regen ; 25(3): 414-422, 2017 05.
Article in English | MEDLINE | ID: mdl-28464475

ABSTRACT

Wound healing remains a global issue of disability, cost, and health. Addition of cells from the stromal vascular fraction (SVF) of adipose tissue has been shown to increase the rate of full thickness wound closure. This study aimed to investigate the angiogenic mechanisms of CD248+ SVF cells in the context of full thickness excisional wounds. Single cell transcriptional analysis was used to identify and cluster angiogenic gene-expressing cells, which was then correlated with surface marker expression. SVF cells isolated from human lipoaspirate were FACS sorted based on the presence of CD248. Cells were analyzed for angiogenic gene expression and ability to promote microvascular tubule formation in vitro. Following this, 6mm full thickness dermal wounds were created on the dorsa of immunocompromised mice and then treated with CD248+, CD248-, or unsorted SVF cells delivered in a pullalan-collagen hydrogel or the hydrogel alone. Wounds were measured every other day photometrically until closure. Wounds were also evaluated histologically at 7 and 14 days post-wounding and when fully healed to assess for reepithelialization and development of neovasculature. Wounds treated with CD248+ cells healed significantly faster than other treatment groups, and at 7 days, had quantitatively more reepithelialization. Concurrently, immunohistochemistry of CD31 revealed a much higher presence of vascularity in the CD248+ SVF cells treated group at the time of healing and at 14 days post-op, consistent with a pro-angiogenic effect of CD248+ cells in vivo. Therefore, using CD248+ pro-angiogenic cells obtained from SVF presents a viable strategy in wound healing by promoting increased vessel growth in the wound.


Subject(s)
Stromal Cells/transplantation , Wound Healing/physiology , Wounds and Injuries/pathology , Angiogenesis Inducing Agents/pharmacology , Animals , Cells, Cultured , Disease Models, Animal , Gels/pharmacology , Gene Expression Regulation , Immunohistochemistry , Male , Mice , Stem Cell Transplantation , Stromal Cells/physiology , Vascular Endothelial Growth Factor A/metabolism , Wounds and Injuries/therapy
11.
Proc Natl Acad Sci U S A ; 111(27): 9846-51, 2014 Jul 08.
Article in English | MEDLINE | ID: mdl-24958860

ABSTRACT

The requirement and influence of the peripheral nervous system on tissue replacement in mammalian appendages remain largely undefined. To explore this question, we have performed genetic lineage tracing and clonal analysis of individual cells of mouse hind limb tissues devoid of nerve supply during regeneration of the digit tip, normal maintenance, and cutaneous wound healing. We show that cellular turnover, replacement, and cellular differentiation from presumed tissue stem/progenitor cells within hind limb tissues remain largely intact independent of nerve and nerve-derived factors. However, regenerated digit tips in the absence of nerves displayed patterning defects in bone and nail matrix. These nerve-dependent phenotypes mimic clinical observations of patients with nerve damage resulting from spinal cord injury and are of significant interest for translational medicine aimed at understanding the effects of nerves on etiologies of human injury.


Subject(s)
Femoral Nerve/physiology , Hindlimb/physiology , Regeneration , Sciatic Nerve/physiology , Animals , Base Sequence , DNA Primers , Mice , Polymerase Chain Reaction
12.
J Craniofac Surg ; 28(5): 1236-1241, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28665865

ABSTRACT

BACKGROUND: Craniofacial distraction osteogenesis (DO) is a common treatment modality today. Despite its numerous advantages, however, concerns have been expressed regarding the use of DO in the irradiated setting. METHODS: A systematic review was performed to identify all published reports of patients who underwent DO of the irradiated craniofacial skeleton. The following parameters were of particular interest: postoperative complications, specifically, insufficient bone formation, fracture, and hardware exposure (intraoral and cutaneous), as well as the need for additional bone grafting. RESULTS: The initial search retrieved a total of 183 articles of which 20 articles (38 patients) met predetermined inclusion criteria. The most common site of distraction was the mandible (76.3%). The median radiation dose was 50.7 Gy (range, 30-70 Gy). Bone defects ranged from 30 to 80 mm (median, 42.5 mm). Complications were encountered in 19 patients (50%), with insufficient bone formation being most common (9 patients; 23%). The overall incidence of complications was not significantly associated with radiation dosage (P = 0.79). The remaining procedural and demographic variables also failed to meet statistical significance when compared against the overall complication rate (P = 0.27-0.97). CONCLUSION: The complication rate associated with craniofacial DO of the irradiated skeleton does not appear to be substantially higher than what is reported for DO in the nonirradiated setting. As such, patients should be offered this treatment modality, particularly in light of the fact, that it offers the option to decrease patient morbidity as well as treatment complexity.


Subject(s)
Contraindications, Procedure , Facial Bones/radiation effects , Osteogenesis, Distraction/adverse effects , Osteoradionecrosis/complications , Postoperative Complications/etiology , Skull/radiation effects , Bone Transplantation , Female , Humans , Male , Mandible/radiation effects , Mandible/surgery , Osteogenesis/radiation effects , Risk Factors
13.
Int J Mol Sci ; 18(9)2017 Sep 07.
Article in English | MEDLINE | ID: mdl-28880199

ABSTRACT

Abnormal skin scarring causes functional impairment, psychological stress, and high socioeconomic cost. Evidence shows that altered mechanotransduction pathways have been linked to both inflammation and fibrosis, and that focal adhesion kinase (FAK) is a key mediator of these processes. We investigated the importance of keratinocyte FAK at the single cell level in key fibrogenic pathways critical for scar formation. Keratinocytes were isolated from wildtype and keratinocyte-specific FAK-deleted mice, cultured, and sorted into single cells. Keratinocytes were evaluated using a microfluidic-based platform for high-resolution transcriptional analysis. Partitive clustering, gene enrichment analysis, and network modeling were applied to characterize the significance of FAK on regulating keratinocyte subpopulations and fibrogenic pathways important for scar formation. Considerable transcriptional heterogeneity was observed within the keratinocyte populations. FAK-deleted keratinocytes demonstrated increased expression of genes integral to mechanotransduction and extracellular matrix production, including Igtbl, Mmpla, and Col4a1. Transcriptional activities upon FAK deletion were not identical across all single keratinocytes, resulting in higher frequency of a minor subpopulation characterized by a matrix-remodeling profile compared to wildtype keratinocyte population. The importance of keratinocyte FAK signaling gene expression was revealed. A minor subpopulation of keratinocytes characterized by a matrix-modulating profile may be a keratinocyte subset important for mechanotransduction and scar formation.


Subject(s)
Focal Adhesion Protein-Tyrosine Kinases/metabolism , Keratinocytes/metabolism , Animals , Extracellular Matrix/metabolism , Focal Adhesion Protein-Tyrosine Kinases/genetics , Focal Adhesions/physiology , Humans , Mechanotransduction, Cellular/physiology , Mice, Knockout , Signal Transduction/physiology
14.
Exp Dermatol ; 25(3): 206-11, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26663425

ABSTRACT

Advanced age is characterized by impairments in wound healing, and evidence is accumulating that this may be due in part to a concomitant increase in oxidative stress. Extended exposure to reactive oxygen species (ROS) is thought to lead to cellular dysfunction and organismal death via the destructive oxidation of intra-cellular proteins, lipids and nucleic acids. Extracellular superoxide dismutase (ecSOD/SOD3) is a prime antioxidant enzyme in the extracellular space that eliminates ROS. Here, we demonstrate that reduced SOD3 levels contribute to healing impairments in aged mice. These impairments include delayed wound closure, reduced neovascularization, impaired fibroblast proliferation and increased neutrophil recruitment. We further establish that SOD3 KO and aged fibroblasts both display reduced production of TGF-ß1, leading to decreased differentiation of fibroblasts into myofibroblasts. Taken together, these results suggest that wound healing impairments in ageing are associated with increased levels of ROS, decreased SOD3 expression and impaired extracellular oxidative stress regulation. Our results identify SOD3 as a possible target to correct age-related cellular dysfunction in wound healing.


Subject(s)
Aging , Fibroblasts/drug effects , Neovascularization, Physiologic , Superoxide Dismutase/deficiency , Wound Healing , Animals , Antioxidants/metabolism , Cell Proliferation , Fibroblasts/cytology , Fibroblasts/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Mutation , Neutrophils/cytology , Oxidative Stress , Oxygen/metabolism , Reactive Oxygen Species/metabolism , Transforming Growth Factor beta1/metabolism
15.
Wound Repair Regen ; 24(1): 181-8, 2016.
Article in English | MEDLINE | ID: mdl-26606167

ABSTRACT

Chronic nonhealing wounds have a prevalence of 2% in the United States, and cost an estimated $50 billion annually. Accurate stratification of wounds for risk of slow healing may help guide treatment and referral decisions. We have applied modern machine learning methods and feature engineering to develop a predictive model for delayed wound healing that uses information collected during routine care in outpatient wound care centers. Patient and wound data was collected at 68 outpatient wound care centers operated by Healogics Inc. in 26 states between 2009 and 2013. The dataset included basic demographic information on 59,953 patients, as well as both quantitative and categorical information on 180,696 wounds. Wounds were split into training and test sets by randomly assigning patients to training and test sets. Wounds were considered delayed with respect to healing time if they took more than 15 weeks to heal after presentation at a wound care center. Eleven percent of wounds in this dataset met this criterion. Prognostic models were developed on training data available in the first week of care to predict delayed healing wounds. A held out subset of the training set was used for model selection, and the final model was evaluated on the test set to evaluate discriminative power and calibration. The model achieved an area under the curve of 0.842 (95% confidence interval 0.834-0.847) for the delayed healing outcome and a Brier reliability score of 0.00018. Early, accurate prediction of delayed healing wounds can improve patient care by allowing clinicians to increase the aggressiveness of intervention in patients most at risk.


Subject(s)
Machine Learning , Risk Assessment/methods , Wound Healing , Wounds and Injuries/diagnosis , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Chronic Disease , Disease Management , Early Diagnosis , Early Medical Intervention , Female , Humans , Infant , Infant, Newborn , Logistic Models , Male , Middle Aged , Models, Theoretical , Prognosis , Reproducibility of Results , Retrospective Studies , Time Factors , Wounds and Injuries/therapy , Young Adult
16.
Gerontology ; 62(2): 216-25, 2016.
Article in English | MEDLINE | ID: mdl-26045256

ABSTRACT

The increased risk of disease and decreased capacity to respond to tissue insult in the setting of aging results from complex changes in homeostatic mechanisms, including the regulation of oxidative stress and cellular heterogeneity. In aged skin, the healing capacity is markedly diminished resulting in a high risk for chronic wounds. Stem cell-based therapies have the potential to enhance cutaneous regeneration, largely through trophic and paracrine activity. Candidate cell populations for therapeutic application include adult mesenchymal stem cells, embryonic stem cells and induced pluripotent stem cells. Autologous cell-based approaches are ideal to minimize immune rejection but may be limited by the declining cellular function associated with aging. One strategy to overcome age-related impairments in various stem cell populations is to identify and enrich with functionally superior stem cell subsets via single cell transcriptomics. Another approach is to optimize cell delivery to the harsh environment of aged wounds via scaffold-based cell applications to enhance engraftment and paracrine activity of therapeutic stem cells. In this review, we shed light on challenges and recent advances surrounding stem cell therapies for wound healing and discuss limitations for their clinical adoption.


Subject(s)
Aging , Embryonic Stem Cells/transplantation , Induced Pluripotent Stem Cells/transplantation , Regeneration/physiology , Wound Healing , Wounds and Injuries/therapy , Humans , Mesenchymal Stem Cell Transplantation , Skin/injuries , Skin Physiological Phenomena , Stem Cell Transplantation
17.
Ann Plast Surg ; 77(3): 363-8, 2016 Sep.
Article in English | MEDLINE | ID: mdl-26418794

ABSTRACT

BACKGROUND: Despite substantial advances in the management of craniofacial trauma, numerous clinical questions remain. These are increasingly being answered using systematic reviews (SRs). However, caution is warranted as their validity and role in influencing clinical practice has been called into question. METHODS: A PubMed search was performed in October 2014 to identify SRs published up to and including September 2014 in 35 scientific journals. Two authors independently reviewed the literature and extracted data from included studies. Discrepancies were resolved by consensus. Assessment of multiple systematic reviews (AMSTAR) was used to determine the quality of SRs. RESULTS: The initial search retrieved 3080 articles of which 3051 articles were excluded after screening title and abstract. After full-text review of the remaining 29 articles, 3 additional articles were excluded, thus, leaving 26 SRs for final analysis. Regression analysis demonstrated that the overall number of published SRs increased significantly throughout the period analyzed (P = 0.022). The median AMSTAR score of all SRs was 4.5, consistent with a "poor-to-fair" quality. The interobserver agreement was high, as evidenced by a mean κ of 0.91. Although there appeared to be a trend toward an increase in AMSTAR score by year over the period analyzed, this failed to reach statistical significance in terms of median (P = 0.36) or absolute (P = 0.26) counts. CONCLUSIONS: A tremendous opportunity exists for improvements in the quality of SRs focusing on craniofacial trauma. In addition to familiarizing authors with quality criteria for SRs, adoption of strict reporting criteria by scientific journals may result in long-term improvements in the quality of reporting.


Subject(s)
Craniocerebral Trauma/surgery , Orthopedic Procedures , Plastic Surgery Procedures , Review Literature as Topic , Humans
18.
Microsurgery ; 36(4): 345-50, 2016 May.
Article in English | MEDLINE | ID: mdl-25847853

ABSTRACT

BACKGROUND: A common postoperative observation after microsurgical ear replantation has been venous congestion necessitating alternate modes of decongestion, frequently in conjunction with blood transfusion. A comprehensive literature search was performed to assess the relationship between mode of vascular reconstruction and postoperative outcome as well as postoperative transfusion requirement after microsurgical ear replantation. METHODS: The search was limited to cases of microsurgical ear replantation following complete amputation. Only articles published in English and indexed in PubMed were included. RESULTS: The initial search retrieved 285 articles, which was narrowed down to 40 articles reporting on 60 cases that matched the aforementioned criteria. Reconstruction of the arterial and venous limb (Group 1) was performed in 63.3% of patients and artery-only anastomosis (Group 2) was performed in 31.7%. Among measurable outcomes, only the duration of surgery was significantly different between groups (2.6 hours longer in Group 1 than Group 2; P = 0.0042). CONCLUSION: In light of contemporary data demonstrating successful artery-only ear replantation, replantation should not be abandoned when unable to establish venous outflow microsurgically. © 2015 Wiley Periodicals, Inc. Microsurgery 36:345-350, 2016.


Subject(s)
Amputation, Traumatic/surgery , Arteries/surgery , Ear, External/injuries , Microsurgery/methods , Replantation/methods , Veins/surgery , Ear, External/blood supply , Ear, External/surgery , Humans , Treatment Outcome
19.
Stem Cells ; 32(5): 1347-60, 2014 May.
Article in English | MEDLINE | ID: mdl-24446236

ABSTRACT

Fibrocytes are a unique population of circulating cells reported to exhibit characteristics of both hematopoietic and mesenchymal cells, and play an important role in wound healing. However, putative fibrocytes have been found to lose expression of hematopoietic surface markers such as CD45 during differentiation, making it difficult to track these cells in vivo with conventional methodologies. In this study, to distinguish hematopoietic and nonhematopoietic cells without surface markers, we took advantage of the gene vav 1, which is expressed solely on hematopoietic cells but not on other cell types, and established a novel transgenic mouse, in which hematopoietic cells are irreversibly labeled with green fluorescent protein and nonhematopoietic cells with red fluorescent protein. Use of single-cell transcriptional analysis in this mouse model revealed two discrete types of collagen I (Col I) expressing cells of hematopoietic lineage recruited into excisional skin wounds. We confirmed this finding on a protein level, with one subset of these Col I synthesizing cells being CD45+ and CD11b+, consistent with the traditional definition of a fibrocyte, while another was CD45- and Cd11b-, representing a previously unidentified population. Both cell types were found to initially peak, then reduce posthealing, consistent with a disappearance from the wound site and not a loss of identifying surface marker expression. Taken together, we have unambiguously identified two cells of hematopoietic origin that are recruited to the wound site and deposit collagen, definitively confirming the existence and natural time course of fibrocytes in cutaneous healing.


Subject(s)
Fibroblasts/cytology , Hematopoietic Stem Cell Transplantation/methods , Hematopoietic Stem Cells/cytology , Wound Healing , Animals , CD11b Antigen/metabolism , Cell Tracking/methods , Cells, Cultured , Collagen Type I/metabolism , Fibroblasts/metabolism , Fibroblasts/transplantation , Gene Expression/drug effects , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Hematopoietic Stem Cells/drug effects , Hematopoietic Stem Cells/metabolism , Immunoblotting , Immunohistochemistry , Leukocyte Common Antigens/metabolism , Luminescent Proteins/genetics , Luminescent Proteins/metabolism , Mice, Transgenic , Microscopy, Confocal , Promoter Regions, Genetic/genetics , Proto-Oncogene Proteins c-vav/genetics , Reverse Transcriptase Polymerase Chain Reaction , Single-Cell Analysis/methods , Transforming Growth Factor beta1/pharmacology , Wounds and Injuries/therapy , Red Fluorescent Protein
20.
J Surg Res ; 193(2): 953-962, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25266600

ABSTRACT

BACKGROUND: Nonhealing wounds are a significant health burden. Stem and progenitor cells can accelerate wound repair and regeneration. Human amniotic membrane has demonstrated efficacy in promoting wound healing, though the underlying mechanisms remain unknown. A dehydrated human amnion chorion membrane (dHACM) was tested for its ability to recruit hematopoietic progenitor cells to a surgically implanted graft in a murine model of cutaneous ischemia. METHODS: dHACM was subcutaneously implanted under elevated skin (ischemic stimulus) in either wild-type mice or mice surgically parabiosed to green fluorescent protein (GFP) + reporter mice. A control acellular dermal matrix, elevated skin without an implant, and normal unwounded skin were used as controls. Wound tissue was harvested and processed for histology and flow cytometric analysis. RESULTS: Implanted dHACMs recruited significantly more progenitor cells compared with controls (*P < 0.05) and displayed in vivo SDF-1 expression with incorporation of CD34 + progenitor cells within the matrix. Parabiosis modeling confirmed the circulatory origin of recruited cells, which coexpressed progenitor cell markers and were localized to foci of neovascularization within implanted matrices. CONCLUSIONS: In summary, dHACM effectively recruits circulating progenitor cells, likely because of stromal derived factor 1 (SDF-1) expression. The recruited cells express markers of "stemness" and localize to sites of neovascularization, providing a partial mechanism for the clinical efficacy of human amniotic membrane in the treatment of chronic wounds.


Subject(s)
Amnion/transplantation , Chorion/transplantation , Hematopoietic Stem Cells/physiology , Ischemia/therapy , Neovascularization, Physiologic , Animals , Disease Models, Animal , Female , Humans , Mice, Transgenic , Parabiosis
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