Generation of tools for expression and purification of the phage-encoded Type I restriction enzyme inhibitor, Ocr.

DNA manipulation is an essential tool in molecular microbiology research that is dependent on the ability of bacteria to take up and preserve foreign DNA by horizontal gene transfer. This process can be significantly impaired by the activity of bacterial restriction modification systems; bacterial operons comprising paired enzymatic activities that protectively methylate host DNA, while cleaving incoming unmodified foreign DNA. Ocr is a phage-encoded protein that inhibits Type I restriction modification systems, the addition of which significantly improves bacterial transformation efficiency. We recently established an improved and highly efficient transformation protocol for the important human pathogen group A Streptococcus using commercially available recombinant Ocr protein, manufacture of which has since been discontinued. In order to ensure the continued availability of Ocr protein within the research community, we have generated tools and methods for in-house Ocr production and validated the activity of the purified recombinant protein.

Climate-health risk (In)visibility in the context of everyday humanitarian practice.

Nongovernmental migrant shelters in Mexico play a key role in documenting the factors that shape forced migration from Central America. Existing intake protocols in shelters are largely oriented to humanitarian legal frameworks that determine eligibility for international protection based on interpersonal violence and political persecution. This qualitative study calls attention to how existing humanitarian logics may obscure climate- and health-related disruptions as drivers of forced migration from Central America in the context of everyday humanitarian practice. In May 2022 we compared migrant's responses (n = 40) to a standardized intake protocol at a nongovernmental humanitarian migrant shelter in Mexico with responses to semi-structured interviews that focused on migrants' perceptions of climate change and health as drivers of forced displacement. We found that slow- and rapid-onset climatic disruptions; illness and disease; and various forms of violence and repression are often interrelated drivers of forced displacement. Comparing intake protocols and in-depth interview responses, we found that climate- and health-related drivers of forced displacement are rarely documented. These findings speak to the importance of critically examining everyday humanitarian practices in the context of ongoing advocacy that calls for climate-related disruptions to be integrated into existing humanitarian protection frameworks.

The natural history of isolated common femoral endarterectomy for chronic limb-threatening ischemia.

OBJECTIVE: Occlusive disease of the common femoral artery can generate profound lower extremity ischemia as the normal collateral pathways from the profunda to the superficial femoral artery cannot adequately develop. In patients with lifestyle-limiting claudication, isolated common femoral endarterectomy (CFE) is highly effective. Because CFE does not provide direct, in-line flow to the plantar arch, it has been felt to provide inadequate revascularization to patients with chronic limb-threatening ischemia (CLTI). The purpose of this retrospective clinical study was to report and assess the natural history of selected patients with CLTI treated with isolated CFE (without concomitant infrainguinal revascularization). METHODS: Consecutive CFEs performed in a large, urban hospital for CLTI between 2014 and 2021 were reviewed. Patient characteristics, limb, and anatomical stages using the Wound, Ischemia, foot Infection (WIfI) and Global Limb Anatomic Staging System were tabulated. Limb-specific and survival-related end points were analyzed. RESULTS: Fifty-eight patients presenting with CLTI underwent isolated CFE (mean age, 74 ± 10 years; 62% male, 90% current or prior smoker). Comorbidities included diabetes (52%), coronary artery disease (55%), congestive heart failure (22%), and end-stage renal failure on hemodialysis (5%). Patients presented with either rest pain (36%) or tissue loss (64%); the latter group exhibited advanced limb threat (68% in WIfI stage 3 or 4). The majority of patients had associated severe infrainguinal disease (50% Global Limb Anatomic Staging Systems 3). After a median follow-up of 17 months (range, 10-29 months), vascular reintervention was required in 7 patients (12%). One patient (2%) required major limb amputation after presentation in WIfI stage 4 (W3I3fI0). Indeed, WIfI stage 4 was a significant univariate predictor of the need for subsequent infrainguinal bypass (P = .034). CONCLUSIONS: Isolated CFE as primary therapy in highly selected patients with CLTI was safe and effective. Index limb stage is predictive of the need for associated infrainguinal revascularization in this complex population.

Bifunctionality and Antitumor Efficacy of ZG-126, a Vitamin D Receptor Agonist/Histone Deacetylase Inhibitor Hybrid Molecule.

Analogues of hormonal vitamin D, 1,25-dihydroxyvitamin D (1,25D), signal through the nuclear vitamin D receptor (VDR). They have potential in combination therapies with other anticancer agents such as histone deacetylase inhibitors (HDACi's). Here, we characterize the ZG series of hybrid compounds that combine HDACi within the backbone of a VDR agonist. All display improved solubility, with ZG-126 being the most robustly bifunctional molecule in multiple cell lines. ZG-126 is well tolerated and strongly induces VDR target gene expression in vivo at therapeutic doses. Its antitumor efficacy is superior to 1,25D and the HDACi SAHA, separately or together, in mouse models of melanoma and triple-negative breast cancer (TNBC). Notably, ZG-126 treatment reduces metastases almost 4-fold in an aggressive TNBC model. ZG-126 also reduces total macrophage infiltration and the proportion of immunosuppressive M2-polarized macrophages in TNBC tumors by 2-fold. ZG-126 thus represents a bifunctional and efficacious anticancer agent with improved physicochemical properties.

An implantable piezoelectric ultrasound stimulator (ImPULS) for deep brain activation.

Precise neurostimulation can revolutionize therapies for neurological disorders. Electrode-based stimulation devices face challenges in achieving precise and consistent targeting due to the immune response and the limited penetration of electrical fields. Ultrasound can aid in energy propagation, but transcranial ultrasound stimulation in the deep brain has limited spatial resolution caused by bone and tissue scattering. Here, we report an implantable piezoelectric ultrasound stimulator (ImPULS) that generates an ultrasonic focal pressure of 100 kPa to modulate the activity of neurons. ImPULS is a fully-encapsulated, flexible piezoelectric micromachined ultrasound transducer that incorporates a biocompatible piezoceramic, potassium sodium niobate [(K,Na)NbO3]. The absence of electrochemically active elements poses a new strategy for achieving long-term stability. We demonstrated that ImPULS can i) excite neurons in a mouse hippocampal slice ex vivo, ii) activate cells in the hippocampus of an anesthetized mouse to induce expression of activity-dependent gene c-Fos, and iii) stimulate dopaminergic neurons in the substantia nigra pars compacta to elicit time-locked modulation of nigrostriatal dopamine release. This work introduces a non-genetic ultrasound platform for spatially-localized neural stimulation and exploration of basic functions in the deep brain.

The missing toxic link: Exposure of non-target native marsupials to second-generation anticoagulant rodenticides (SGARs) suggest a potential route of transfer into apex predators.

Anticoagulant rodenticides (ARs) are used globally to control rodent pests. Second-generation anticoagulant rodenticides (SGARs) persist in the liver and pose a significant risk of bioaccumulation and secondary poisoning in predators, including species that do not generally consume rodents. As such, there is a clear need to understand the consumption of ARs, particularly SGARs, by non-target consumers to determine the movement of these anticoagulants through ecosystems. We collected and analysed the livers from deceased common brushtail possums (Trichosurus vulpecula) and common ringtail possums (Pseudocheirus peregrinus), native Australian marsupials that constitute the main diet of the powerful owl (Ninox strenua), an Australian apex predator significantly exposed to SGAR poisoning. ARs were detected in 91 % of brushtail possums and 40 % of ringtail possums. Most of the detections were attributed to SGARs, while first-generation anticoagulant rodenticides (FGARs) were rarely detected. SGAR concentrations were likely lethal or toxic in 42 % of brushtail possums and 4 % of ringtail possums with no effect of age, sex, or weight detected in either species. There was also no effect of the landscape type possums were from, suggesting SGAR exposure is ubiquitous across landscapes. The rate of exposure detected in these possums provides insight into the pathway through which ARs are transferred to one of their key predators, the powerful owl. With SGARs entering food-webs through non-target species, the potential for bioaccumulation and broader secondary poisoning of predators is significantly greater and highlights an urgent need for routine rodenticide testing in non-target consumers that present as ill or found deceased. To limit their impact on ecosystem stability the use of SGARs should be significantly regulated by governing agencies.

Reasons for switching oral antipsychotic medications and related patterns of care and costs in patients with schizophrenia initiating monotherapy treatment: Claims-linked chart study.

BACKGROUND: Antipsychotic switching is frequent in schizophrenia and is associated with poor clinical outcomes, increased health care resource utilization (HCRU), and increased health care costs. Research describing the reasons for antipsychotic switching in patients with schizophrenia and the associated impacts on HCRU and costs is limited. OBJECTIVE: To explore the reasons for oral antipsychotic medication (OAM) switching and describe HCRU and costs associated with OAM switching, stratified by reasons for switching, in patients with commercial or Medicare Advantage insurance in the United States. METHODS: This retrospective observational study used medical and pharmacy claims from the Optum Research Database linked to patient medical chart data. Adults with a diagnosis of schizophrenia who initiated OAM monotherapy between January 1, 2015, and June 30, 2021, and switched from their initial OAM monotherapy to a second one were included. Reasons for OAM switching were recorded from medical charts abstracted between 4 months preceding and 2 months following the patient's switch date. HCRU and costs incurred up to 3 months before and 3 months after the OAM switch were stratified and compared by reasons for switching among individuals who switched OAM monotherapy. RESULTS: Among 134 patients with valid, abstracted charts, the 2 most common reasons for switching were lack of efficacy (57.5% of switches) and at least 1 tolerability issue (41.8%). Mutually exclusive categories of switching reasons included lack of efficacy and no tolerability issues (56/134; 41.8%), tolerability and no efficacy issues (35/134; 26.1%), lack of efficacy and tolerability issues (21/134; 15.7%), and other or unknown (22/134; 16.4%). All-cause and schizophrenia-related HCRU and costs in any health services category did not appear to differ across the reason-for-switching cohorts, with costs for inpatient stays accounting for greater than half of the total costs, regardless of switching reason. CONCLUSIONS: These findings provide insight on patient experiences that contribute to OAM switching, with nearly half of patients switching because of lack of efficacy, more than one-fourth because of tolerability issues, and an additional one-sixth for reasons of both efficacy and tolerability. Health care providers should address patients' expectations regarding OAM effectiveness, symptom resolution, and side effect tolerability at treatment initiation to minimize switching before the medication has reached peak effectiveness. Prescribing access to a broad selection of antipsychotics with different side effect profiles may help physicians better match treatment to individual patients, fostering greater acceptance of therapy, increased medication adherence, and better long-term outcomes.

Descriptive, Hospital-Based, 10-Year Study of Malaria Transmission in Goa, a Southwest Indian State in the Malaria Elimination Phase.

The South Asia International Center of Excellence for Malaria Research, an NIH-funded collaborative program, investigated the epidemiology of malaria in the Indian state of Goa through health facility-based data collected from the Goa Medical College and Hospital (GMC), the state's largest tertiary healthcare facility, between 2012 and 2021. Our study investigated region-specific spatial and temporal patterns of malaria transmission in Goa and the factors driving such patterns. Over the past decade, the number of malaria cases, inpatients, and deaths at the GMC decreased significantly after a peak in 2014-2015. However, the proportion of severe malaria cases increased over the study period. Also, a trend of decreasing average parasitemia and increasing average gametocyte density suggests a shift toward submicroscopic infections and an increase in transmission commitment characteristic of low-transmission regions. Although transmission occurred throughout the year, 75% of the cases occurred between June and December, overlapping with the monsoon (June-October), which featured rainfall above yearly average, minimal diurnal temperature variation, and high relative humidity. Sociodemographic factors also had a significant association with malaria cases, with cases being more frequent in the 15-50-year-old age group, men, construction workers, and people living in urban areas within the GMC catchment region. Our environmental model of malaria transmission projects almost negligible transmission at the beginning of 2025 (annual parasitic index: 0.0095, 95% CI: 0.0075-0.0114) if the current control measures continue undisrupted.

Towards a social determination of health framework for understanding climate disruption and health-disease processes.

We compare the social determinants of health (SDOH) and the social determination of health (SDET) from the school of Latin American Social Medicine/Collective Health. Whereas SDET acknowledges how capitalist rule continues to shape global structures and public health concerns, SDOH proffers neoliberal solutions that obscure much of the violence and dispossession that influence contemporary migration and health-disease experiences. Working in simultaneous ethnographic teams, the researchers here interviewed Honduran migrants in their respective sites of Honduras, Mexico, and the United States. These interlocutors connected their experiences of disaster and health-disease to lack of economic resources and political corruption. Accordingly, we provide an elucidation of the liberal and dehumanizing foundations of SDOH by relying on theorizations from Africana philosophy and argue that the social determination of health model better captures the intersecting historical inequalities that structure relationships between climate, health-disease, and violence.

Patterns of care and costs of switching oral antipsychotic medications in patients with schizophrenia initiating monotherapy treatment: A US claims analysis.

BACKGROUND: Antipsychotic medications are the mainstay of schizophrenia therapy but may need to be changed over the course of a patient's illness to achieve the desired therapeutic goals or minimize medication side effects. Investigations of real-world treatment patterns and economic consequences associated with antipsychotic changes, including switching, are limited. OBJECTIVE: To describe treatment patterns among patients with schizophrenia who initiated oral antipsychotic medication (OAM) monotherapy and assess switching-related health care resource utilization (HCRU) and costs in US Medicare Advantage and commercially insured patients. METHODS: Adults with at least 2 claims with a schizophrenia diagnosis who initiated (or reinitiated after ≥6 months) OAM monotherapy between January 1, 2015, and June 30, 2021, were identified in the Optum Research Database. A claims-based algorithm using timing of therapies and treatment gaps identified medication changes, specifically OAM monotherapy switches, among OAM initiators over a period of up to 7 years. Patients who switched from their initial OAM monotherapy to a second OAM monotherapy (initial OAM switchers) were matched based on clinical and demographic characteristics to OAM initiators who had not switched OAMs; switch-related HCRU and costs (incurred up to 3 months before and 3 months after the initial OAM switch) were compared between matched initial OAM switchers and nonswitchers. RESULTS: Among 6,425 OAM monotherapy initiators, 1,505 (23.4%) had at least 1 OAM monotherapy switch at any time during follow-up, with a mean (SD) time to first switch of 209 (333) days (median, 67 days), a rate of 0.65 switches per person-year of follow-up, and 56% of first switches occurring within 3 months of OAM initiation. Of all OAM initiators, 947 (14.7%) were initial OAM switchers. Compared with 865 matched nonswitchers, 865 initial OAM switchers had greater mean counts of all-cause medical visits and greater mean counts of schizophrenia-related emergency and inpatient visits and longer inpatient stays per patient per month. Mean (SD) total schizophrenia-related costs per patient per month were $1,252 ($2,602) for switchers compared with $402 ($2,027) for nonswitchers (P < 0.001). CONCLUSIONS: Changes to antipsychotic therapy in our sample of patients with schizophrenia were common, with nearly one-fourth switching OAMs, the majority within the first 3 months of therapy. Initial OAM switchers experienced greater HCRU and costs than nonswitchers. These findings highlight the importance of initiating OAM monotherapy that effectively maintains symptom control and minimizes tolerability issues, which would limit the need to switch OAMs and therefore prevent excess HCRU and treatment costs.

A candidate panel of eight urinary proteins shows potential of early diagnosis and risk assessment for diabetic kidney disease in type 1 diabetes.

Diabetic kidney disease (DKD) poses a significant health challenge for individuals with diabetes. At its initial stages, DKD often presents asymptomatically, and the standard for non-invasive diagnosis, the albumin-creatinine ratio (ACR), employs discrete categorizations (normal, microalbuminuria, macroalbuminuria) with limitations in sensitivity and specificity across diverse population cohorts. Single biomarker reliance further restricts the predictive value in clinical settings. Given the escalating prevalence of diabetes, our study uses proteomic technologies to identify novel urinary proteins as supplementary DKD biomarkers. A total of 158 T1D subjects provided urine samples, with 28 (15 DKD; 13 non-DKD) used in the discovery stage and 131 (45 DKD; 40 pDKD; 46 non-DKD) used in the confirmation. We identified eight proteins (A1BG, AMBP, AZGP1, BTD, RBP4, ORM2, GM2A, and PGCP), all of which demonstrated excellent area-under-the-curve (AUC) values (0.959 to 0.995) in distinguishing DKD from non-DKD. Furthermore, this multi-marker panel successfully segregated the most ambiguous group (microalbuminuria) into three distinct clusters, with 80% of subjects aligning either as DKD or non-DKD. The remaining 20% exhibited continued uncertainty. Overall, the use of these candidate urinary proteins allowed for the better classification of DKD and offered potential for significant improvements in the early identification of DKD in T1D populations.

Impact of freshwater river reconnection on porewater salinity and ammonium availability in coastal brackish marsh soils.

Restoring freshwater flows to wetland ecosystems is an increasingly common tool for reversing saltwater intrusion/chronic salinization. Hydrologic restoration projects can deliver large volumes of sediment and fresh water to coastal basins, episodically exposing brackish and salt marsh vegetated soils to low surface water salinities. Yet little is known about the impacts of river reconnection/diversions to porewater salinity of the active root zone (0-30 cm) and salinity dependent soil biogeochemical processes like sorption. Intact soil cores from a brackish marsh site in mid-Barataria Basin, LA were subjected to a simulated river diversion opening to examine how porewater salinity and ammonium (NH4+) availability change with depth and time. Quadruplicate soil cores were inundated with continuously flowing fresh (0 salinity) water for 0, 7, or 28 d then measured for porewater salinity and NH4+ partition coefficient (exchangeable NH4+:porewater NH4+) every 2 cm for the top 10 cm of soil. Porewater salinity decreased in the 0-4 cm interval between 0 and 7 d of the simulated river diversion and increased in the 8-10 cm interval between 7 and 28 d. Overall, depth-averaged porewater salinity of the top 10 cm did not significantly change between 0 and 28 d of the simulated river diversion. Ammonium partition coefficients increased only in the 0-2 cm interval between 0 and 7 d of the simulated river diversion, likely due to freshening-induced NH4+ adsorption. These results indicate that the physicochemical environment of brackish marsh soils is relatively resistant to a single surface water freshening over one month. Models utilized by the state of Louisiana may be overpredicting freshening of the marsh soil porewater in Mid-Barataria Basin in response to the episodic operation of the Mid-Barataria Sediment Diversion. This study demonstrates the importance of measuring diffusive-adsorptive flux of major cations and anions when modeling vertical salt transfer in brackish marsh soils.

Effective Treatment of Lymphogranuloma Venereum With a 7-Day Course of Doxycycline.

BACKGROUND: Lymphogranuloma venereum (LGV) remains endemic in the United Kingdom, primarily among gay, bisexual or other men who have sex with men (GBMSM). Current treatment guidelines recommend 21 days of doxycycline, but recent evidence suggests shorter antibiotic duration is as effective. We evaluated clinical outcomes in a cohort with LGV treated with 7 days of doxycycline. METHODS: We reviewed case notes of all LGV cases at a South London sexual health service between November 2016 and September 2022, treated with only 7 days of doxycycline and anonymized data were collected from electronic patient records. RESULTS: Fifty-two individuals with detected LGV-specific DNA were treated with 7 days of doxycycline 100 mg twice daily. All were GBMSM, median age of 35 years (range, 21-64 years), 21 (40%) were living with HIV, and 18 (35%) had concomitant sexually transmitted infections. Thirty-four (65%) were asymptomatic, whereas 18 (35%) reported symptoms: 7 (13%) urethral, 11 (21%) anorectal, and 2 (4%) other symptoms. Twenty-two (42%) were prescribed additional antimicrobials; however, none were active against Chlamydia trachomatis . All 52 underwent follow-up testing (range, 4-481 days). Chlamydia trachomatis was detected in one individual, but negative for LGV-specific DNA, and so considered to be a reinfection. All other cases were C. trachomatis -negative, indicating successful LGV eradication. CONCLUSIONS: Our data support the approach of offering a 7-day doxycycline course routinely for asymptomatic or clinically mild C. trachomatis infections, and contacts of LGV infection, regardless of their LGV status. This may simplify patient management, reduce cost, and improve antimicrobial stewardship.

Morbidity and mortality of common femoral endarterectomy.

OBJECTIVE: Common femoral endarterectomy (CFE) comprises the current standard-of-care for symptomatic common femoral artery occlusive disease. Although it provides effective inflow revascularization via a single incision, it remains an invasive procedure in an often-frail patient population. The purpose of this retrospective clinical study was to assess the morbidity and mortality of CFE in a contemporary cohort. METHODS: Consecutive CFEs performed at a large, urban hospital were reviewed. Six-month mortality, local complications (hematoma, lymphatic leak, pseudoaneurysm, wound infection, and/or dehiscence), and systemic complications were analyzed using univariate and multivariate analyses. RESULTS: A total of 129 isolated CFEs were performed over 7 years for claudication (36%), rest pain (16%), tissue loss (29%), or acute on chronic limb ischemia (21%). Mean age was 75 ± 9 years, and 68% of patients were male. Comorbidities were prevalent, including coronary artery disease (54%), diabetes (41%), chronic pulmonary disease (25%), and congestive heart failure (22%). The majority of CFEs were performed under general anesthesia (98%) with patch angioplasty using bovine pericardium (73% vs 27% Dacron). Twenty-two patients (17%) sustained local complications following the procedure; their occurrence was significantly associated with obesity (P = .002) but no technical or operative factors. Nineteen patients (15%) sustained serious systemic complications; their occurrence was significantly associated with chronic limb-threatening ischemia (P < .001), and a high American Society of Anesthesiologists (ASA) class (P = .002). By 6 months, 17 patients (13%) had died. Being on dialysis, presenting with chronic limb-threatening ischemia, and being in a high ASA class at the time of operation were all associated with 6-month mortality; a high ASA class at the time of operation was independently predictive of mortality (odds ratio, 3.08; 95% confidence interval, 1.03-9.24; P = .044). CONCLUSIONS: Although commonly performed, CFE is not a benign vascular procedure. Disease presentation, anesthetic risk, and expected longevity play an important role in clinical outcomes. Evolving endovascular approaches to the common femoral artery could serve to reduce morbidity and mortality in the future.

An industry perspective approach and control strategy for implementation of ready-to-use cells in bioassays: survey outcome and recommendations.

The BioPhorum Development Group is an industry collaboration enabling the sharing of common practices for the development of biopharmaceuticals. Bioassays are an important part of an analytical control system. Utilization of ready-to-use cells can increase operational flexibility and improve efficiency by providing frozen cell banks uniform stock while removing challenges associated with maintaining cultured cells. The BioPhorum Development Group-Bioassay workstream conducted an intercompany benchmarking survey and group discussions around the use of ready-to-use cells for bioassays. The results of the collaboration provide alignment on nomenclature, production, qualification and implementation of ready-to-use cells to support the assay life cycle.

Grand Challenges at the Interface of Engineering and Medicine.

Over the past two decades Biomedical Engineering has emerged as a major discipline that bridges societal needs of human health care with the development of novel technologies. Every medical institution is now equipped at varying degrees of sophistication with the ability to monitor human health in both non-invasive and invasive modes. The multiple scales at which human physiology can be interrogated provide a profound perspective on health and disease. We are at the nexus of creating "avatars" (herein defined as an extension of "digital twins") of human patho/physiology to serve as paradigms for interrogation and potential intervention. Motivated by the emergence of these new capabilities, the IEEE Engineering in Medicine and Biology Society, the Departments of Biomedical Engineering at Johns Hopkins University and Bioengineering at University of California at San Diego sponsored an interdisciplinary workshop to define the grand challenges that face biomedical engineering and the mechanisms to address these challenges. The Workshop identified five grand challenges with cross-cutting themes and provided a roadmap for new technologies, identified new training needs, and defined the types of interdisciplinary teams needed for addressing these challenges. The themes presented in this paper include: 1) accumedicine through creation of avatars of cells, tissues, organs and whole human; 2) development of smart and responsive devices for human function augmentation; 3) exocortical technologies to understand brain function and treat neuropathologies; 4) the development of approaches to harness the human immune system for health and wellness; and 5) new strategies to engineer genomes and cells.

Tartrolon E, a secondary metabolite of a marine symbiotic bacterium, is a potent inhibitor of asexual and sexual Plasmodium falciparum.

Due to the spread of resistance to front-line artemisinin derivatives worldwide, there is a need for new antimalarials. Tartrolon E (TrtE), a secondary metabolite of a symbiotic bacterium of marine bivalve mollusks, is a promising antimalarial because it inhibits the growth of sexual and asexual blood stages of Plasmodium falciparum at sub-nanomolar levels. The potency of TrtE warrants further investigation into its mechanism of action, cytotoxicity, and ease with which parasites may evolve resistance to it.

A Case Report on the Effectiveness of Virtual Monitoring of Postdischarge COVID-19 Positive Patients in a Rural Hospital Setting: A Retrospective Review.

Objective: The pandemic has pushed hospital system to re-evaluate the ways they provide care. West Tennessee Healthcare (WTH) developed a remote patient monitoring (RPM) program to monitor positive COVID-19 patients after being discharged from the hospital for any worsening symptomatology and preemptively mitigate the potential of readmission. Methods: We sought to compare the readmission rates of individuals placed on our remote monitoring protocol with individuals not included in the program. We selected remotely monitored individuals discharged from WTH from October 2020 to December 2020 and compared these data points with a control group. Results: We analyzed 1,351 patients with 241 patients receiving no RPM intervention, 969 patients receiving standard monitoring, and 141 patients enrolled in our 24-h remote monitoring. Our lowest all cause readmission rate was 4.96% (p = 0.37) in our 24-h remote monitoring group. We also collected 641 surveys from the monitored patients with two statistically significant answers. Discussion: The low readmission rate noted in our 24-h remotely monitored cohort signifies a potential opportunity that a program of this nature can create for a health care system struggling during a resource-limited time to continue to provide quality care. Conclusion: The program allowed the allocation of hospital resources for individuals with more acute states and monitored less critical patients without using personal protective equipment. The novel program was able to offer an avenue to improve resource utilization and provide care for a health system in a rural area. Further investigation is needed; however, significant opportunities can be seen with data obtained during the study.

Non-Negative Matrix Factorization for Analyzing State Dependent Neuronal Network Dynamics in Calcium Recordings.

Calcium imaging allows recording from hundreds of neurons in vivo with the ability to resolve single cell activity. Evaluating and analyzing neuronal responses, while also considering all dimensions of the data set to make specific conclusions, is extremely difficult. Often, descriptive statistics are used to analyze these forms of data. These analyses, however, remove variance by averaging the responses of single neurons across recording sessions, or across combinations of neurons, to create single quantitative metrics, losing the temporal dynamics of neuronal activity, and their responses relative to each other. Dimensionally Reduction (DR) methods serve as a good foundation for these analyses because they reduce the dimensions of the data into components, while still maintaining the variance. Non-negative Matrix Factorization (NMF) is an especially promising DR analysis method for analyzing activity recorded in calcium imaging because of its mathematical constraints, which include positivity and linearity. We adapt NMF for our analyses and compare its performance to alternative dimensionality reduction methods on both artificial and in vivo data. We find that NMF is well-suited for analyzing calcium imaging recordings, accurately capturing the underlying dynamics of the data, and outperforming alternative methods in common use.