Prepectoral Breast Reconstruction Prompts Revisiting the Anatomic Boundaries of the Breast: A Radiographic and Cadaveric study.

BACKGROUND: This study aimed to determine the location of superficial fascial system (SFS) condensations in relation to classic anatomic breast boundaries. Cadaveric studies have provided some understanding, but knowledge about the precise location of these condensations remains limited. METHODS: Preoperative breast MRI was conducted to assess the fascial condensations defining the breast footprint relative to landmarks like the latissimus, clavicle, sternal border, and inframammary fold (IMF). Concurrently, cadaveric mastectomies were performed to measure the breast borders in relation to these landmarks for comparison. RESULTS: 290 breasts underwent preoperative MRI. Eight cadaveric breast dissections were completed. Radiographically, the lateral breast fascial condensation was 3.9 cm medial to the latissimus dorsi, while cadaveric measurements were 4.5 cm. The medial condensation was 2.1 cm lateral to the sternal border radiographically and 4.8 cm to midline in cadavers. The superior fascial condensation was 2.3 cm inferior to the clavicle radiographically and 5.5 cm by dissection. The inferior condensation was above the IMF in 82.7% of breasts by MRI and 100% of cadaveric breasts. MRI and cadaveric investigation showed similar patterns of breast tissue fascial condensations relative to standard breast boundaries. Breast skin flap thickness was greater peripherally (MRI: 11.5 mm, cadaver: 11.1 mm) than centrally (MRI: 6.6 mm, cadaver: 5.5 mm). CONCLUSIONS: MRI and cadaveric analysis demonstrated a close correlation between SFS and standard breast boundaries, although variations existed among subjects. Collaborating with breast oncologists and utilizing preoperative imaging to identify individual fascial condensations may enhance the camouflage of prepectoral implants after mastectomy.

Review of machine learning for optical imaging of burn wound severity assessment.

Significance: Over the past decade, machine learning (ML) algorithms have rapidly become much more widespread for numerous biomedical applications, including the diagnosis and categorization of disease and injury. Aim: Here, we seek to characterize the recent growth of ML techniques that use imaging data to classify burn wound severity and report on the accuracies of different approaches. Approach: To this end, we present a comprehensive literature review of preclinical and clinical studies using ML techniques to classify the severity of burn wounds. Results: The majority of these reports used digital color photographs as input data to the classification algorithms, but recently there has been an increasing prevalence of the use of ML approaches using input data from more advanced optical imaging modalities (e.g., multispectral and hyperspectral imaging, optical coherence tomography), in addition to multimodal techniques. The classification accuracy of the different methods is reported; it typically ranges from ∼70% to 90% relative to the current gold standard of clinical judgment. Conclusions: The field would benefit from systematic analysis of the effects of different input data modalities, training/testing sets, and ML classifiers on the reported accuracy. Despite this current limitation, ML-based algorithms show significant promise for assisting in objectively classifying burn wound severity.

Effectiveness of Liposomal Bupivacaine Transversus Abdominis Plane Block in DIEP Flap Breast Reconstruction: Randomized Controlled Trial.

BACKGROUND: Transversus Abdominis Plane (TAP) blocks improve pain control and reduce narcotic medication requirements in various surgical procedures. Liposomal bupivacaine may provide more sustained analgesia. This study compares pain related outcomes between standard bupivacaine and liposomal bupivacaine TAP blocks after autologous breast reconstruction. METHODS: Prospective single-center, single-blinded, randomized controlled trial between March 2021 and December 2022. DIEP flap breast reconstruction patients in a standardized Enhanced Recovery After Surgery (ERAS) pathway were randomized to receive intraoperative TAPs with either bupivacaine / epinephrine (control) or liposomal bupivacaine / bupivacaine / epinephrine (experimental). Primary outcome was postoperative narcotic medication requirements, with secondary outcomes of pain scores, length of stay (LOS), and narcotic medication refills. RESULTS: 117 patients met inclusion criteria (59 control, 58 experimental). Patient demographics, comorbidities, breast pathologic variables, surgery laterality and immediate versus delayed reconstruction status were equivalent between groups. Control group had significantly higher average pain scores postoperatively (4.3 vs. 3.6, p=0.004). However, there were no significant differences in mean narcotic use (66.9 MME vs 60.2 MME, p=0.47). Both LOS and postoperative narcotic prescription refills were equivalent between groups (2.1 vs 2.2 days, p = 0.55, 22% vs 17.2%, p=0.52). CONCLUSION: Addition of liposomal bupivacaine to standard bupivacaine TAP block mixture in a standardized ERAS protocol did not demonstrate a significant reduction in postoperative narcotic requirements after DIEP flap breast reconstruction compared to standard bupivacaine alone. Patient-reported pain scores, however, were lower among liposomal bupivacaine patients after the initial 24 hours postoperatively and consistent with a longer duration of analgesia.

Oncoplastic breast reduction surgery decreases rates of reoperation with no increased medical risk.

The purpose of this study is to compare the oncologic, medical, and surgical outcomes of lumpectomy versus oncoplastic breast reduction surgery (OBRS) on a national scale. A national insurance-based database was queried for patients who had a lumpectomy with or without a same-day breast reduction by Current Procedural Terminology (CPT) codes. Patients were then matched by obesity, body mass index range, age, region, neoadjuvant chemotherapy, and outcomes were compared. There were 421,455 patients in the lumpectomy group and 15,909 patients in the OBRS group. After matching, 15,134 patients were identified in each group. Repeat lumpectomy or subsequent mastectomy was more common in the lumpectomy group (15.2% vs. 12.2%, p < 0.001). OBRS patients had higher rates of 90-day surgical complications including dehiscence, infection, fat necrosis, breast abscesses, and antibiotic prescription (p < 0.001). Meanwhile, any medical complication was less common in the OBRS group (3.7% vs. 4.5%, p = 0.001). Logistic regression revealed that OBRS was associated with decreased odds of repeat lumpectomy (OR = 0.71, 95% CI 0.66-0.77, p < 0.001) with no significant increased odds of subsequent mastectomy (OR = 1.01, 95% CI 0.91-1.11, p = 0.914). OBRS was found to be associated with decreased risk for reoperation in the form of lumpectomy without increased likelihood of subsequent mastectomy. Although OBRS was associated with increased wound complications, medical complications were found to occur less frequently. This study endorses increased consideration of OBRS when lumpectomy or OBRS is appropriate.

Abuse liability of two electronic nicotine delivery systems compared with combustible cigarettes and nicotine gum from an open-label randomized crossover study.

An assessment of the likelihood of use and abuse potential for new tobacco products is an important part of tobacco product regulation in the United States and abroad. This paper reports the results of a randomized, open-label, crossover clinical study that assessed factors related to product adoption and abuse liability (AL), comparing two closed electronic nicotine delivery system (ENDS) products to combustible cigarettes and nicotine gum, high- and low-AL comparator products, respectively. During an 11-day confinement period that included multiple product familiarization sessions, healthy adult smokers participated in AL test sessions to evaluate the abuse liability of each product. During these test sessions, changes in subjective measures; speed and amount of nicotine uptake; and maximum changes in physiological effects before, during, and after use of each assigned product were assessed over 4 h. Positive subjective effects measures scores such as product-liking and overall intent to use again were highest for cigarettes, followed by the Vuse ENDS, with nicotine gum consistently having the lowest scores. The PK results (Cmax and Tmax) of the Vuse ENDS products are between UB cigarettes and nicotine gum, which correlates with the subjective effects. All nicotine uptake measures for the Vuse ENDS products were lower than that of usual brand (UB) cigarettes, including peak nicotine uptake and overall nicotine uptake, and were either similar to or lower than nicotine gum. The time course of nicotine uptake after use of the ENDS was more similar to that of combustible cigarettes than nicotine gum. The results indicate that the AL of each ENDS product is lower than that of UB cigarettes and similar to that of nicotine gum.

Use of Acellular Biologic Matrix Envelope for Cardiac Implantable Electronic Device Placement to Correct Migration into Submuscular Breast Implant Pocket.

Breast implants whether used for cosmetic or reconstructive purposes can be placed in pockets either above or below the pectoralis major muscle, depending on clinical circumstances such as subcutaneous tissue volume, history of radiation, and patient preference. Likewise, cardiac implantable electronic devices (CIEDs) can be placed above or below the pectoralis major muscle. When a patient has both devices, knowledge of the pocket location is important for procedural planning and for durability of device placement and performance. Here, we report a patient who previously failed subcutaneous CIED placement due to incision manipulation with prior threatened device exposure requiring plane change to subpectoral pocket. Her course was complicated by submuscular migration of the CIED into her breast implant periprosthetic pocket. With subcutaneous plane change being inadvisable due to patient noncompliance, soft tissue support of subpectoral CIED placement with an acellular biologic matrix (ABM) was performed. Similar to soft tissue support used for breast implants, submuscular CIED neo-pocket creation with ABM was performed with durable CIED device positioning confirmed at 9 months postprocedure.

Desmoid Tumor and Implant-Based Breast Reconstruction.

Desmoid tumors are rare locally aggressive myelodysplastic tumors that are usually abdominally based. They account for 0.2% of breast tumors. Certain factors like prior surgery, familial adenomatous polyposis, pregnancy, and high estrogen states are associated with chest wall desmoid tumor occurrence. We present a patient with a history of intraductal carcinoma of the left breast who underwent mastectomy with implant-based reconstruction who had a desmoid tumor of the breast detected during workup for cardiac transplantation for chemotherapy-induced heart failure. The tumor was originally thought to be recurrent breast cancer during workup with imaging obscured by the implant. Excisional biopsy demonstrated a desmoid tumor with a positive deep margin requiring rib resection, synthetic mesh, and pectoralis major flap reconstruction. Breast desmoid tumors are reactive malignancies that have been diagnosed after prior breast implant surgery but without an established risk associated with breast implants. Excision with microscopically negative margins and chest wall reconstruction when indicated is the current established treatment protocol; however, recent paradigm shifts include "watchful waiting" and medical management among treatment strategies.

Part one: abuse liability of Vuse Solo (G2) electronic nicotine delivery system relative to combustible cigarettes and nicotine gum.

Abuse liability (AL) of electronic nicotine delivery systems (ENDS) is relevant as the category increases in popularity as a potentially less-harmful alternative to cigarette smoking. AL assessments are important to the FDA in determining if a new product is appropriate for the protection of public health. This paper reports the results for Vuse Solo (G2 cartridge design) compared to high and low AL-comparators evaluated in an open-label, randomized crossover confinement AL study. The confinement design was adapted from previous ambulatory studies of Vuse Solo (G1 cartridge design) and included product familiarization sessions before each four-hour test session in which subjective measures, nicotine pharmacokinetics (PK), and physiological endpoints were assessed following a single 10-min ad libitum product use session. Product liking, intent to use again, suppression of urge to smoke, and nicotine PK were lower after use of Vuse Solo compared to cigarettes and higher after use of Vuse Solo compared to nicotine gum. No significant differences in blood pressure or heart rate were observed between the products pre- to post-product use. These data reinforce previous research and provide the scientific evidence to support regulatory decisions demonstrating that Vuse Solo has an AL profile lower than that of combustible cigarettes but higher than that of nicotine gum and, therefore, may be a suitable replacement for cigarette smoking for some adult smokers.

Racial and social disparities in Ventura County, California related to agricultural pesticide applications and toxicity.

Application of agricultural pesticides poses health concerns for farmworkers and for local communities due to pesticide drift from spraying or fumigation, pesticide volatilization into the air, contamination of household dust, as well as direct exposure for people who work in agriculture and their families. In this analysis of pesticide use records for Ventura County, California (USA) from 2016 to 2018, we identified the most prevalent toxicological effects of the pesticides applied. We also developed a cumulative toxicity index that incorporates specific toxicity endpoints for individual pesticides, the severity and strength of association for each endpoint, and the reliability of the data sources. Combining the toxicity index for each pesticide with the pounds applied within each square mile section in Ventura County, we calculated the total toxicity-weighted pesticide use and identified pesticides associated with higher potential risk to health. Analysis of U.S. Census data for Ventura County found a greater percentage of Hispanic/Latino, African American and Asian community members in township sections with a greater volume of pesticides applied and higher toxicity-weighted pesticide use. Similarly, areas with limited economic and social resources had elevated pesticide application overall and elevated toxicity-weighted pesticide use. The combination of toxicological and demographic analyses presented in this study provides information that can support the development of policies to protect public health from excessive exposure to pesticides and better environmental health protection for socially vulnerable populations.

Practical application of mathematical calculations and statistical methods for the routine haematology laboratory.

BACKGROUND: Statistical analyses are embedded as critical functions in the routine haematology laboratory. AIM: This educational article is aimed at providing an overview of these topics and practical application examples. MATERIALS, METHODS, AND RESULTS: Topics covered include mathematical conversion between units, maintaining a quality control (QC) system, statistical methods for reagent validation, and determining uncertainty of measurement (UoM). DISCUSSION: Additional considerations may be required when a regional laboratory program is in place, such as the harmonization of INR results and determination of therapeutic reference intervals for unfractionated heparin therapy. CONCLUSION: The coauthors of this manuscript are fortunate to be part of regional network of hospital laboratories, the Eastern Ontario Regional Laboratory Association (EORLA).

The State of Breast Cancer Reconstruction in Virginia: An Evidence-Based Framework for Identifying Locoregional Health Disparities.

BACKGROUND: Age, race, socioeconomic status, and proximity to plastic surgeons have been shown to impact receipt of reconstruction after mastectomy in several national studies. Given that targeted outreach efforts and programs to address these discrepancies would occur locoregionally, investigation of these reconstructive trends on a state level is warranted. STUDY DESIGN: Patients diagnosed with breast cancer in Virginia between 2000 and 2018 were identified in the Virginia Department of Health Cancer Registry. Patients who underwent mastectomy breast conservation surgery, and/or breast reconstruction at the time of oncologic surgery were identified. Patient demographics were analyzed, and logistic regression analyses were used to determine the likelihood of receipt of mastectomy, receipt of mastectomy versus breast conservation surgery, receipt of mastectomy with reconstruction versus mastectomy alone, and receipt of mastectomy with reconstruction versus breast conservation surgery with respect to the demographic variables. Geographically weighted regression analyses were also performed to determine impact of geographic location on receipt of mastectomy and reconstruction after mastectomy. RESULTS: A total of 78,682 patients in Virginia underwent surgical treatment for breast cancer between 2000 and 2018. Living outside a metropolitan area, increased age, lower socioeconomic status, non-White race, and lower number of plastic surgeons within 50 miles were associated with decreased rates of postmastectomy reconstruction. Rural setting, lower socioeconomic status, and lower plastic surgeon supply were also associated with decreased rates of breast conservation surgery. Reconstruction after mastectomy was lowest in the northwest, central, and southwest regions of Virginia. CONCLUSIONS: Within the state of Virginia, programs to improve access to breast reconstruction for patients residing in rural regions, as well as non-White patients, older patients, and those in lower socioeconomic groups should be implemented. Future studies would implement and study the efficacy of such outreach programs, which could then be applied and tailored to other states or regions to address sociodemographic disparities in access to breast reconstruction.

'Kindness and empathy beyond all else': Challenges to professional identities of Higher Education teachers during COVID-19 times.

COVID-19 has continued to effect higher education globally in significant ways. During 2020, many institutions shifted learning online overnight as the sector closed its doors and opened new sites for remote teaching. This article reports on an international study [Phillips et al., 2021] that sought to capture how cross-sectoral teachers experienced these emergency changes during the first months of restrictions. The data, analysed using narrative identity theory, revealed concerns that fall into two broad categories: technologies and relationships. Significantly, it was not a loss of content delivery or changes to assessment that prompted the greatest anxiety for our colleagues, but that they held significant concerns about their students' mental health; inequities of access to a range of services including technological; and challenges connecting emotionally with their students at a distance. The results provide actionable strategies for higher education institutions to apply in future emergencies where remote teaching is necessary.

Intraoperative Fluorescence Angiography in Implant-Based Breast Reconstruction: Identifying Risk Factors and Outcomes.

BACKGROUND: Intraoperative fluorescence angiography (FA) has been described as a useful adjunct to physical examination in predicting mastectomy skin flap viability for immediate breast reconstruction. Its use has been described as a screening tool for mastectomy skin flap viability as well as a test used only for patients at high risk for mastectomy skin flap loss. We performed a national database review of implant-based breast reconstruction surgeries to determine the practice patterns of FA in this patient cohort and to determine if this technology impacted clinical outcomes. METHODS: A national insurance claims database was reviewed to select patients having undergone direct-to-implant (DTI) and immediate tissue expander (TE) placement with and without intraoperative FA as well as patients who had FA at the time of mastectomy without reconstruction. Patient characteristics that prompted FA and postoperative outcomes with and without FA were evaluated to determine its clinical impact in the observed practice pattern. RESULTS: Of the 48,464 patients identified, 836 had FA. More than twice as many patients undergoing DTI had FA than patients undergoing immediate TE placement (10.4% vs 5%, P < 0.0001). Twelve percent of patients receiving FA at the time of mastectomy had reconstruction delayed. Fluorescence angiography was associated with a trend toward lower overall complication rates in DTI patients (8.0% vs 11.9% without FA) but a significantly higher overall complication rate with immediate TE placement (13.8% vs 10.5% without FA, P = 0.018) and was associated with higher reoperation (12.0% vs 8.3% without FA, P = 0.037) in the TE group. There was no difference in other individual complications, readmission, or explantation for either clinical group with and without FA. Regression analysis identified obesity (odds ratio, 1.32; P < 0.001) and younger age (odds ratio, 1.74; P < 0.001) to be associated with performing FA, whereas obesity, diabetes, and tobacco use were associated with higher complication rates. CONCLUSIONS: Younger and otherwise healthier obese patients were more likely to have FA. A greater proportion of DTI patients had FA than TE patients with improved outcomes in the former group and worse outcomes in the latter group. Obesity, tobacco use, and diabetes were associated with worse outcomes, whereas only obesity was associated with FA use.

Designing Studies to Inform Tobacco Harm Reduction: Learnings From an Oral Nicotine Pouch Actual Use Pilot Study.

BACKGROUND: Introduction of new tobacco products in the United States, including those that may be lower on the risk continuum than traditional combustible cigarettes, requires premarket authorization by the US Food and Drug Administration and information on the potential impact of the products on consumer behaviors. Efficient recruitment and data capture processes are needed to collect relevant information in a near-to-real-world environment. OBJECTIVE: The aim of this pilot study was to develop and test a protocol for an actual use study of a new tobacco product. The product included in this study was a commercially available oral nicotine pouch. Through the process of study design and execution, learnings were garnered to inform the design, execution, analysis, and report writing of future full-scale actual use studies with tobacco products. METHODS: A small sample (n=100) of healthy adult daily smokers of 7 or more cigarettes per day were recruited to participate in an 8-week prospective observational study conducted at 4 geographically dispersed sites in the United States. A smartphone-based customized electronic diary (eDiary) was employed to capture daily tobacco product use, including 1 week of baseline smoking and 6 weeks during which participants were provided with oral nicotine pouches for use as desired. RESULTS: Online screening procedures with follow-up telephone interviews and on-site enrollment were successfully implemented. Of 100 participants, 97 completed the study, with more than half (59/99, 60%) identifying as dual- or poly-users of cigarettes and other types of tobacco products at baseline. There was more than 90% (91-93/99, 92%-94%) compliance with daily eDiary reporting, and the majority (92/99, 93%) of participants expressed satisfaction with the study processes. Product use data from the eDiary indicated that after an initial period of trial use, pouches per day increased among those continuing to use the products, while per day average cigarette consumption decreased for 82% (79/97) of all study participants. At the end of the week 6, 16% (15/97) of participants had reduced their cigarette consumption by more than half. CONCLUSIONS: The design of this study, including recruiting, enrollment, eDiary use, and oversight, was successfully implemented through the application of a detailed protocol, a user-friendly eDiary, electronically administered questionnaires, and remote monitoring procedures. High-resolution information was obtained on prospective changes in tobacco product use patterns in the context of availability of a new tobacco product. Future, larger actual use studies will provide important evidence supporting the role that alternatives to combustible cigarettes may play in smoking reduction and/or cessation and lowering the population health burden of tobacco and nicotine-containing products.

Recommendations for clinical interpretation of variants found in non-coding regions of the genome.

BACKGROUND: The majority of clinical genetic testing focuses almost exclusively on regions of the genome that directly encode proteins. The important role of variants in non-coding regions in penetrant disease is, however, increasingly being demonstrated, and the use of whole genome sequencing in clinical diagnostic settings is rising across a large range of genetic disorders. Despite this, there is no existing guidance on how current guidelines designed primarily for variants in protein-coding regions should be adapted for variants identified in other genomic contexts. METHODS: We convened a panel of nine clinical and research scientists with wide-ranging expertise in clinical variant interpretation, with specific experience in variants within non-coding regions. This panel discussed and refined an initial draft of the guidelines which were then extensively tested and reviewed by external groups. RESULTS: We discuss considerations specifically for variants in non-coding regions of the genome. We outline how to define candidate regulatory elements, highlight examples of mechanisms through which non-coding region variants can lead to penetrant monogenic disease, and outline how existing guidelines can be adapted for the interpretation of these variants. CONCLUSIONS: These recommendations aim to increase the number and range of non-coding region variants that can be clinically interpreted, which, together with a compatible phenotype, can lead to new diagnoses and catalyse the discovery of novel disease mechanisms.

Acellular Dermal Matrix Favorably Modulates the Healing Response after Surgery.

SUMMARY: When first described for breast reconstruction, the presence of acellular dermal matrices was associated with increased seroma formation and infection. However, clinical safety data have gradually improved with surgeon experience to an acceptable outcomes profile of acellular dermal matrix-assisted reconstruction when compared to submuscular implant coverage. In fact, acellular dermal matrix use potentially decreases capsular contracture rates and facilitates expansion for staged prepectoral breast reconstruction. Because of new regulatory requirements, the collection of unbiased, well-powered premarket approval data summarizing long-term clinical outcomes will be essential over the coming years to understand the clinical performance of acellular dermal matrix use in breast reconstruction. Currently, the authors can highlight the physiologic benefits of acellular dermal matrix use in breast reconstruction by evaluating the components of surgical wound healing that are favorably augmented by the implanted collagen substrate. Acellular dermal matrix takes advantage of the wound healing cascade to incorporate into the patient's tissues-a process that requires a coordinated inflammatory infiltrate and angiogenesis. The presence of acellular dermal matrix augments and modulates the wound healing process to its advantage by simultaneously increasing the invasion of appropriate cellular constituents to facilitate expeditious healing and accelerate angiogenesis. In this article, the authors summarize the wound healing literature to demonstrate the mechanisms acellular dermal matrices use to biointegrate and the literature in which cellular constituents and soluble growth factors are up-regulated in the presence of acellular dermal matrix. Lastly, the authors use their experimental observations of acellular dermal matrix incorporation to corroborate the literature.

Immunomodulation of Acellular Dermal Matrix Through Interleukin 4 Enhances Vascular Infiltration.

BACKGROUND: Acellular dermal matrix (ADM) supported implant-based reconstruction remains the most commonly performed mode of reconstruction after breast cancer. Acellular dermal matrix clinical usage has reported benefits but requires rapid and efficient vascular and cellular incorporation into the recipient to have the best outcomes. Orderly transition from M1 to M2 macrophage phenotypic profile, coordinated in part by interleukin 4 (IL-4), is an important component of vascular stabilization and remodeling. Using the ADM substrate as a delivery device for immunomodulation of macrophage phenotype holds the potential to improve integration. METHODS: Interleukin 4 was adsorbed onto ADM samples and drug elution curves were measured. Next, experimental groups of 8 C57BL/6 mice had 5-mm ADM discs surgically placed in a dorsal window chamber with a vascularized skin flap on one side and a plastic cover slip on the other in a model of implant-based breast reconstruction. Group 1 consisted of IL-4 (5 µg) adsorbed into the ADM preoperatively and group 2 consisted of an untreated ADM control. Serial gross examinations were performed with histology at day 21 for markers of vascularization, mesenchymal cell infiltration, and macrophage lineage. RESULTS: Drug elution curves showed sustained IL-4 release for 10 days after adsorption. Serial gross examination showed similar rates of superficial vascular investment of the ADM beginning at the periphery by day 14 and increasing through day 21. Interleukin-4 treatment led to significantly increased CD31 staining of vascular endothelial cells within the ADM over the control group (P < 0.05) at 21 days. Although vimentin staining did not indicate a significant increase in fibroblasts overall, IL-4 did result in a significant increase in expression of α-smooth muscle actin. The expression of macrophage phenotype markers Arginase1 and iNOS present within the ADM were not significantly affected by IL-4 treatment at the day 21 time point. CONCLUSIONS: Acellular dermal matrix has the potential to be used for immunomodulatory cytokine delivery during the timeframe of healing. Using implanted ADM as a delivery vehicle to drive IL-4 mediated angiogenesis and vascular remodeling significantly enhanced vascularity within the ADM substrate.

Sustainability via PebblePad digitization of pharmacy practice resources.

INTRODUCTION: Digitization of learning and teaching resources allows for paper-free, digitally-enabled approaches to learning. While PebblePad is well recognized as an electronic portfolio platform, this study aimed to evaluate PebblePad for delivery of foundational workshop materials to provide sustainable and ongoing student access. METHODS: From 2017, all workshops in a foundational pharmacy practice course were transferred from a paper-based manual to a modular digitized format hosted in PebblePad. An electronic survey tool assessed students' experiences with the platform. The voluntary and anonymous survey sought participant opinions on use, usability, ways of using, and reflection on using PebblePad on a five-point Likert-type scale (strongly disagree to strongly agree). Participants were asked to identify techniques they used to become familiar with PebblePad and the ways in which they used the platform. RESULTS: From 2017 to 2019, 81 (45.3%) of 179  second-year pharmacy students participated in the research. Students most strongly agreed with statements related to comfort with online technologies for learning (n = 46/80, 57.5%), ease of use of PebblePad (n = 41/80, 51.3%), and having sufficient support from teaching staff (n = 39/78, 50%). The primary technique for becoming familiar with PebblePad was individual guidance from the teacher. The main use was to complete required workbook templates. Free-text comments demonstrated overwhelming support for PebblePad used in this teaching context. CONCLUSIONS: PebblePad provided a valuable and sustainable platform for hosting digitized foundational pharmacy practice workshop resources.

A new approach to a legacy concern: Evaluating machine-learned Bayesian networks to predict childhood lead exposure risk from community water systems.

Lead in drinking water continues to put children at risk of irreversible neurological impairment. Understanding drinking water system characteristics that influence blood lead levels is needed to prevent ongoing exposures. This study sought to assess the relationship between children's blood lead levels and drinking water system characteristics using machine-learned Bayesian networks. Blood lead records from 2003 to 2017 for 40,742 children in Wake County, North Carolina were matched with the characteristics of 178 community water systems and sociodemographic characteristics of each child's neighborhood. Bayesian networks were machine-learned to evaluate the drinking water variables associated with blood lead levels ≥2 µg/dL and ≥5 µg/dL. The model was used to predict geographic areas and water utilities with increased lead exposure risk. Drinking water characteristics were not significantly associated with children's blood lead levels ≥5 µg/dL but were important predictors of blood lead levels ≥2 µg/dL. Whether 10% of water samples exceeded 2 ppb of lead in the most recent year prior to the blood test was the most important water system predictor and increased the risk of blood lead levels ≥2 µg/dL by 42%. The model achieved an area under the receiver operating characteristic curve of 0.792 (±0.8%) during ten-fold cross validation, indicating good predictive performance. Water system characteristics may thus be used to predict areas that are at risk of higher blood lead levels. Current drinking water regulatory thresholds for lead may be insufficient to detect the levels in drinking water associated with children's blood lead levels.

Community-Level Analysis of Drinking Water Data Highlights the Importance of Drinking Water Metrics for the State, Federal Environmental Health Justice Priorities in the United States.

Research studies analyzing the geospatial distribution of air pollution and other types of environmental contamination documented the persistence of environmental health disparities between communities. Due to the shortage of publicly available data, only limited research has been published on the geospatial distribution of drinking water pollution. Here we present a framework for the joint consideration of community-level drinking water data and demographic data. Our analysis builds on a comprehensive data set of drinking water contaminant occurrence for the United States for 2014-2019 and the American Community Survey 5-year estimates (2015-2019) from the U.S. Census Bureau. Focusing on the U.S. states of California and Texas for which geospatial data on community water system service boundaries are publicly available, we examine cumulative cancer risk for water served by community water systems of different sizes relative to demographic characteristics for the populations served by these water systems. In both California and Texas, greater cumulative cancer risk was observed for water systems serving communities with a higher percentage of Hispanic/Latino and Black/African American community members. This investigation demonstrates that it is both practical and essential to incorporate and expand the drinking water data metrics in the analysis of environmental pollution and environmental health. The framework presented here can support the development of public policies to advance environmental health justice priorities on state and federal levels in the U.S.