Mandrekar, Jayawant N.

Abstract Rationale Mechanically ventilated intensive care unit patients receive sedatives based on clinician observations of arousal and motor activity with potential for negative consequences and poor mitigation of symptoms. Objectives To test the preliminary efficacy of patient self-managed sedative therapy compared to usual care of nurse-administered sedation on self-reported anxiety, duration of mechanical ventilation, and delirium incidence (CAM-ICU). Methods A two-group, open-label, randomized, multicenter clinical trial in 5 Midwestern hospitals enrolled 161 patients receiving invasive mechanical ventilation who were willing and able to use a push-button device to self-administer sedation for up to 7 days. Patients were randomized 1:1 using center-stratified blocks to usual care (n = 81) or intervention (n = 80) with self-administered dexmedetomidine. Intervention patients were allowed 3 self-administered dexmedetomidine boluses per hour (0.25 mcg/kg) with 20-minute lock-outs. The initial basal infusion (0.2 mcg/kg/hr) was adjusted by nurses between 0.1-0.7 mcg/kg/hr based on patient-delivered boluses in the prior 2 hours. Analysis consisted of linear mixed-effects model for comparisons of anxiety ratings over time and duration of mechanical ventilation. Incidence of delirium was analyzed using generalized estimating equations. Measurement and Main Results Sample characteristics had a female (54.7%) and Caucasian preponderance (92.5%) with a median age of 62 years on protocol for a median of 88 hours. Nine intervention patients were extubated prior to protocol initiation. Patient self-reported three times daily anxiety ratings with a visual analog scale (VAS) ranged from 0-100 over time but were not significantly different between groups in either an intention-to-treat (ITT) or per protocol (PP) analysis (p = 0.94, p = 0.30 respectively). While intervention patients had shorter duration of MV [(mean 50.8(52.8) vs. usual care 68.7(58.2) hours), p = 0.02 ITT], PP analysis resulted in no difference between groups (mean 56.4 (53.0) vs. 68.7(58.2), p = 0.23). 10.2% of intervention patients developed new incidence of delirium vs. 8.5% of usual care which was not significantly different between groups by either ITT (p = 0.65) or PP analyses (p = 0.58). Conclusions Intervention patients had similar outcomes compared to usual care patients. Self-administration of sedative therapy is a safe, novel patient-centered intervention warranting further rigorous investigation for anxiety self-management.

Abstract Background Staphylococci are the most frequent microorganisms in periprosthetic joint infection (PJI) and treatment remains challenging. Phage is being considered as a potential treatment. Here, the in vitro activity of phages SaMD07FSphi1or SaNSI1469phi1, alone and in combination with vancomycin against staphylococcal biofilms was evaluated. Figure 1 In vitro activity of phage SaMD07FSphi1 against S. aureus and S. epidermidis biofilms Figure 2 In vitro activity of phage SaNSI1469phi1 against S. aureus and S. epidermidis biofilms Methods Biofilms were grown at 37°C on 4 cm stainless steel K-wires in tryptic soy broth (TSB) with 106 cfu/ml of S. epidermidis or S. aureus (8 PJI isolates with phage activity against planktonically-grown bacteria). After 24 h, 3 K-wires were quantitatively cultured to define pre-treatment bacterial loads, with the remaining assigned to one of four treatment groups: TSB, phage (4 x 106 plaque forming units/ml), vancomycin (16 µg/ml) or phage/vancomycin. K-wires were incubated for 6 or 24 h at 37°C, rinsed, sonicated, and quantitatively cultured. Testing was performed in triplicate and on 3 separate days and mean log10 cfu/K-wire reduction factors (LRFs) versus TSB calculated. Results Phage SaMD07FSphi1 (Figure 1) plus vancomycin showed LRFs of 2.8 (p, 0.0003) and 2.3 (p, 0.0177) log10 cfu/K-wire at 24 h for S. aureus IDRL-6121 and S. aureus IDRL-8454, respectively, whereas phage alone showed was 3.1 (p, 0.0003) and 3.0 (p, 0.0003), respectively. All treatments were ≤1.0 log10 cfu/K-wire 24 h LRFs for S. aureus IDRL-6175, S. epidermidis IDRL-5966 and S. epidermidis IDRL-6108.This phage plus vancomycin showed LRFs of 0.6 log10 cfu/K-wire at 6 h for S. epidermidis IDRL-5966 and S. aureus IDRL-6175, with bacterial regrowth at 24 h. Phage SaNSI1469phi1 (Figure 2) plus vancomycin showed 24 h LRFs of 2.0 (p, 0.02) and 3.2 (p, 0.003) log10 cfu/K-wire for S. epidermidis IDRL-6955 and S. aureus IDRL-7299, respectively, whereas phage alone was 0.2 (p, 0.17) and 0.5 (p, 0.03) log10 cfu/K-wire, respectively. All treatments showed ≤1.0 log10 cfu/K-wire 24-hour LRFs log10 cfu/K-wire for S. epidermidis IDRL-10273. This phage alone showed 6 h LRFs of 1.0 and 1.3 for S. epidermidis IDRL-6955 and S. aureus IDRL-7299, with bacterial regrowth at 24 h. Conclusion Phages SaMD07FSphi1 and SaNSI1469phi1 alone and with vancomycin showed activity against staphylococcal biofilms formed by 4 isolates. Increased activity was observed at 6 h in some cases, with bacterial regrowth at 24 h. Disclosures Robin Patel, MD, a patent on Bordetella pertussis/parapertussis PCR issued, a patent on a device/method for sonication, a patent on PET imaging of bacterial infection: a patent on Bordetella pertussis/parapertussis PCR issued, a patent on a device/method for sonication, a patent on PET imaging of bacterial infection|MicuRx Pharmaceuticals and bioMérieux: Grant/Research Support|PhAST, Day Zero Diagnostics, DEEPULL DIAGNOSTICS, S.L., Nostics, HealthTrackRx, bioMérieux and CARB-X: Advisor/Consultant|Up-to-Date and the Infectious Diseases Board Review Course: Honoraria

Abstract Objective This study reports development and validation of a deep learning seizure detection algorithm for two‐channel subscalp electroencephalographic (EEG) recordings. Ultra‐long‐term monitoring of people with epilepsy may produce new insights into the timing and pattern of their seizures and may pave the way for novel therapeutic options. Although EEG is the accepted standard for epilepsy monitoring, ultra‐long‐term EEG recordings generate a massive quantity of data and are not reasonably reviewable in full by human readers. Methods The convolutional neural network‐bidirectional long short‐term memory (CNN‐BiLSTM) hybrid algorithm uses nine layers, operating on channel spectrograms 5 min in length with 50% overlap. Retrospective subscalp EEG data from 16 patients recorded at three centers were available for algorithm development and testing. EEG was recorded for a median of 63 days (range = 9–508), and a median of 17 seizures (range = 0–96) were recorded. Training data were augmented with scalp EEG seizures, and performance was benchmarked against a conventional spectral power classifier algorithm. We also evaluated an intrapatient training–testing approach where the algorithm was trained on the first 45% of data. Results The CNN‐BiLSTM trained on scalp EEG and subscalp EEG achieved an area under the receiver operating characteristic curve (AUROC) of .98 and an area under the precision–recall curve (AUPRC) of .50, which correspond to 94% sensitivity with 1.11 false detections per day. The same model trained on iEEG achieved only AUROC = .94 and AUPRC = .36. The conventional spectral band power detector achieved AUROC = .93 and AUPRC = .38. The CNN‐BiLSTM detector trained on the earliest half of the subscalp EEG data achieved AUROC = .93 and AUPRC = .37, corresponding to 87% sensitivity and 5.9 false detections per day. Significance High sensitivity and specificity are possible in automated seizure detection in two‐channel subscalp EEG data using a CNN‐BiLSTM framework. Performance of the detector is superior using subcutaneous EEG data for training rather than intracranial EEG, but addition of scalp EEG seizures for training was helpful.

Worldwide, more than 4 million patients with end-stage kidney disease require hemodialysis through an arteriovenous fistula (AVF). AVFs fail because of venous neointimal hyperplasia (VNH) resulting in venous stenosis formation. A phase 1 randomized trial in patients undergoing upper extremity AVF placement was performed to evaluate the safety and efficacy of autologous adipose–derived mesenchymal stem cells (MSCs) in improving AVF function. The mechanism of action by which MSCs exert their beneficial effects was investigated using AVFs created in mice and pigs treated with allogenic MSCs and xenotransplant using patient MSCs in CD1- Foxn1nu mice. At a median follow-up of 42 months, patients with MSC-treated AVFs had reduced time to maturation with an increase in the vein diameter compared with controls. AVFs treated with allogenic MSCs in mice and pigs had an increase in M2- and M1-like macrophages with a decrease in VNH. Transcriptomic analysis of AVFs treated with allogenic MSCs in mouse and MSC xenotransplants of patients with successful AVFs showed decreased peroxisome proliferator–activated receptor gamma ( Ppar γ) and leptin receptor ( Lepr ) and increased latent transforming growth factor–beta–binding protein 2 ( Ltbp2 ). PPARγ was reduced in CD68 (+) cells from successful AVFs and allogenic MSC-treated mouse AVFs. Venous stenosis and VNH formation were mitigated in AVFs of mice with Ppar γ ablation in immune cells. Conditioned medium from MSCs of responders versus nonresponders had decreased proinflammatory genes, senescence-associated proteins, and monocyte-to-macrophage differentiation induced by phorbol 12-myristate-13-acetate. Periadventitial delivery of MSCs to AVFs promoted positive vascular remodeling through decreased inflammatory responses.

ABSTRACT Periprosthetic joint infection (PJI) is a serious complication of total joint arthroplasty (TJA), with Staphylococcus aureus being one of the most common causative organisms. Irrigation and debridement with component retention (IDCR) is often performed to manage PJI. Antimicrobial treatment that targets S. aureus biofilms on prosthesis surfaces and within bone may be especially helpful when retaining a prosthesis. Phages, viruses that specifically infect bacteria, are a potential therapeutic consideration. Using a biofilm time kill assay in bovine synovial fluid, bactericidal activity of vancomycin or phage K (32 µg/mL and 10 11 pfu/mL, respectively) as well as the combination of phage K (10 10 pfu/mL) and vancomycin (32 µg/mL) was observed against a methicillin‐resistant S. aureus (MRSA) strain. Using a murine PJI model, mice infected with MRSA underwent IDCR followed by phage administration into the joint space with or without systemically administered vancomycin. Mice receiving both phage and vancomycin had significant reductions in MRSA on the prosthesis surface compared to untreated or vancomycin‐treated mice. Phage K showed bactericidal activity in vitro and was active when locally delivered in combination with systemically administered vancomycin in a murine PJI model managed with IDCR.

AbstractObjectiveThe effects of brain stimulation for diseases like epilepsy are delayed, making stimulation optimization difficult. The parameters for anterior thalamic nuclei (ANT) deep brain stimulation (DBS) for focal drug‐resistant epilepsy management are often restricted to those used in the SANTE landmark trial. There is little evidence regarding effective alternatives, and low‐frequency stimulation is typically neglected. We prospectively compare a widely differing stimulation parameter set to typical settings.MethodsThis randomized, modified crossover, open trial compares the efficacy and safety of an alternative set of parameters using continuous low‐frequency stimulation (cLFS) with a longer pulse width (7 Hz, 200 μs, continuous) compared to SANTE's intermittent high‐frequency stimulation (iHFS) with a short pulse width (145 Hz, 90 μs, cycling 1 min on/5 min off). After 3 months on a randomly assigned first set, patients are switched to the other settings, unless seizure‐free. Patients are re‐evaluated after 3 more months, which marks the completion of the trial. After that, they can either remain on the same settings or switch back.ResultsSixteen patients with a median baseline seizure frequency of 13.8 seizures/month (interquartile range [IQR] = 2.7–22.8) were included in the analysis. At trial completion (median follow‐up = 30 weeks, IQR = 26–35), ANT‐DBS significantly reduced median seizure frequency (62%, IQR = 18–81, Wilcoxon test statistic [W] = 99, p = .008). Both iHFS (33%, IQR = 0–65, W = 81, p = .02) and cLFS (73%, IQR = 30–79, W = 105, p = .001) significantly reduced median seizure frequency. cLFS showed improved median seizure frequency reduction compared to iHFS (W = 63, p = .03) and was not associated with any moderate or severe adverse effects.SignificanceResults support cLFS for ANT‐DBS as a safe and effective alternative to typical iHFS parameters. Stimulation with widely differing parameter sets may be as effective as or, in some situations, more effective than typical stimulation parameters.