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1.
G3 (Bethesda) ; 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39250761

ABSTRACT

Genome-wide association studies typically evaluate the autosomes and sometimes the X Chromosome, but seldom consider the Y or mitochondrial Chromosomes. We genotyped the Y and mitochondrial Chromosomes in heterogeneous stock rats (Rattus norvegicus), an outbred population created from eight inbred strains. We identified 8 distinct Y and 4 distinct mitochondrial Chromosomes among the 8 founders. However, only two types of each nonrecombinant chromosome were observed in our modern heterogeneous stock rat population (generations 81-97). Despite the relatively large sample size, there were virtually no significant associations for behavioral, physiological, metabolome, or microbiome traits after correcting for multiple comparisons. However, both Y and mitochondrial Chromosomes were strongly associated with expression of a few genes located on those chromosomes, which provided a positive control. Our results suggest that within modern heterogeneous stock rats there are no Y and mitochondrial Chromosomes differences that strongly influence behavioral or physiological traits. These results do not address other ancestral Y and mitochondrial Chromosomes that do not appear in modern heterogeneous stock rats, nor do they address effects that may exist in other rat populations, or in other species.

2.
Br J Anaesth ; 2024 Sep 10.
Article in English | MEDLINE | ID: mdl-39261226

ABSTRACT

BACKGROUND: Anaesthesiologists might be able to mitigate risk if they know which patients are at greatest risk for postoperative complications. This trial examined the impact of machine learning models on clinician risk assessment. METHODS: This single-centre, prospective, randomised clinical trial enrolled surgical patients aged ≥18 yr. Anaesthesiologists and nurse anaesthetists providing remote telemedicine support reviewed electronic health records with (assisted group) or without (unassisted group) reviewing machine learning predictions. Clinicians predicted the likelihood of postoperative 30-day all-cause mortality and postoperative acute kidney injury (AKI) within 7 days. The primary outcome was area under the receiver operating characteristic curve (AUROC) for clinician predictions of mortality and AKI, comparing AUROCs between assisted and unassisted assessments. RESULTS: We analysed 5071 patients (mean [range] age: 58 [18-100] yr; 52% female) assessed by 89 clinicians. Of these, 98 (2.2%) patients died within 30 days of surgery and 450 (11.1%) patients sustained AKI. Clinician predictions agreed with the models more strongly in the assisted vs unassisted group (weighted kappa 0.75 vs 0.62 for death, mean difference: 0.13 [95% CI 0.10-0.17]; and 0.79 vs 0.54 for AKI, mean difference: 0.25 [95% CI 0.21-0.29]). Clinical prediction of death was similar between the assisted (AUROC 0.793) and unassisted (AUROC 0.780) groups (mean difference: 0.013 [95% CI -0.070 to 0.097]; P=0.76). Prediction of AKI had an AUROC of 0.734 in the assisted group vs 0.688 in the unassisted group (difference 0.046 [95% CI -0.003 to 0.091]; P=0.06). CONCLUSIONS: Clinician performance was not improved by machine learning assistance. Further work is needed to clarify the role of machine learning in real-time perioperative risk stratification. CLINICAL TRIAL REGISTRATION: NCT05042804.

3.
Brain Behav Immun ; 122: 596-603, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39222726

ABSTRACT

STUDY OBJECTIVE: To determine if baseline cytokines/chemokines and their changes over postoperative days 0-2 (POD0-2) predict acute and chronic postsurgical pain (CPSP) after major surgery. DESIGN: Prospective, observational, longitudinal nested study. SETTING: University-affiliated quaternary children's hospital. PATIENTS: Subjects (≥8 years old) with idiopathic scoliosis undergoing spine fusion or pectus excavatum undergoing Nuss procedure. MEASUREMENTS: Demographics, surgical, psychosocial measures, pain scores, and opioid use over POD0-2 were collected. Cytokine concentrations were analyzed in serial blood samples collected before and up to two weeks after surgery, using Luminex bead arrays. After data preparation, relationships between pre- and post-surgical cytokine concentrations with acute (% time in moderate-severe pain over POD0-2) and chronic (pain score > 3/10 beyond 3 months post-surgery) post-surgical pain were analyzed using univariable and multivariable regression analyses with adjustment for covariates and mixed effects models were used to associate longitudinal cytokine concentrations with pain outcomes. MAIN RESULTS: Analyses included 3,164 repeated measures of 16 cytokines/chemokines from 112 subjects (median age 15.3, IQR 13.5-17.0, 54.5 % female, 59.8 % pectus). Acute postsurgical pain was associated with higher baseline concentrations of GM-CSF (ß = 0.95, SE 0.31; p = 0.003), IL-1ß (ß = 0.84, SE 0.36; p = 0.02), IL-2 (ß = 0.78, SE 0.34; p = 0.03), and IL-12 p70 (ß = 0.88, SE 0.40; p = 0.03) and longitudinal postoperative elevations in GM-CSF (ß = 1.38, SE 0.57; p = 0.03), IFNγ (ß = 1.36, SE 0.6; p = 0.03), IL-1ß (ß = 1.25, SE 0.59; p = 0.03), IL-7 (ß = 1.65, SE 0.7; p = 0.02), and IL-12 p70 (ß = 1.17, SE 0.58; p = 0.04). In contrast, CPSP was associated with lower baseline concentration of IL-8 (ß = -0.39, SE 0.17; p = 0.02), and the risk of developing CPSP was elevated in patients with lower longitudinal postoperative concentrations of IL-6 (ß = -0.57, SE 0.26; p = 0.03), IL-8 (ß = -0.68, SE 0.24; p = 0.006), and IL-13 (ß = -0.48, SE 0.22; p = 0.03). Covariates female (vs. male) sex and surgery type (pectus surgery vs. spine) were associated with higher odds for CPSP in baseline adjusted cytokine-CPSP association models for IL-2, IL-4, IL-5, IL-6, IL-8, IL-10, TNFα, and IL-8, IL-10, respectively. CONCLUSION: We identified pro-inflammatory cytokine profiles associated with higher risk of acute postoperative pain. Interestingly, pleiotropic cytokine IL-6, chemokine IL-8 (which promotes neutrophil infiltration and monocyte differentiation), and monocyte-released anti-inflammatory cytokine IL-13, were associated with lower CPSP risk. Our results suggest heterogenous outcomes of cytokine/chemokine signaling that can both promote and protect against post-surgical pain. These may serve as predictive and prognostic biomarkers of pain outcomes following surgery.


Subject(s)
Cytokines , Pain, Postoperative , Scoliosis , Spinal Fusion , Humans , Female , Male , Cytokines/blood , Adolescent , Prospective Studies , Scoliosis/surgery , Child , Spinal Fusion/adverse effects , Chronic Pain , Longitudinal Studies , Funnel Chest/surgery , Acute Pain , Pain Measurement/methods
4.
Article in English | MEDLINE | ID: mdl-39150838

ABSTRACT

Virtual reality (VR) is an innovative technology with the potential to enhance treatment for children with chronic pain and functional symptoms. Currently, little is known about patients' experiences of VR in the setting of intensive interdisciplinary pain treatment (IIPT). This study aimed to better understand how patients engage with and benefit from VR. This case report focuses on a 12-year-old female with amplified musculoskeletal pain syndrome and comorbid functional neurological disorder receiving treatment in inpatient IIPT. VR was incorporated into physical/occupational and recreational therapy sessions. A semi-structured interview was completed one-month post-discharge. Qualitative analysis revealed three major themes: Process of Change (VR was unique/immersive, reduced pain focus, challenged skepticism, and changed pain perception), Efficacy (VR increased movement, supported transitioning from a wheelchair to walking independently, and increased confidence, excitement, and surprise), and Engagement (VR aided in acknowledging progress, increased camaraderie, was fun, and challenged patient to extend treatment goals made in VR to real life). Therapist observations of the benefits and barriers to using VR in treatment are described. Overall, this report indicates that VR may be a helpful tool to use with existing IIPT interventions to enhance patient engagement in treatment and improve functionaloutcomes.

5.
J Am Med Inform Assoc ; 31(10): 2356-2368, 2024 Oct 01.
Article in English | MEDLINE | ID: mdl-39081222

ABSTRACT

OBJECTIVES: We evaluated the effectiveness and implementability of a standardized EHR-integrated handoff report to support intraoperative handoffs. MATERIALS AND METHODS: A pre-post intervention study was used to compare the quality of intraoperative handoffs supported by unstructured notes (pre) to structured, standardized EHR-integrated handoff reports (post). Participants included anesthesia clinicians involved in intraoperative handoffs. A mixed-method approach was followed, supported by general observations, shadowing, surveys, and interviews. RESULTS: One hundred and fifty-one intraoperative permanent handoffs (78 pre, 73 post) were included. One hundred percent of participants in the post-intervention cohort utilized the report. Compared to unstructured, structured handoffs using the EHR-integrated handoff report led to: (1) significant increase in the transfer of information about airway management (55%-78%, P < .001), intraoperative course (63%-86%, P < .001), and potential concerns (64%-88%, P < .001); (2) significant improvement in clinician satisfaction scores, with regards to information clarity and succinctness (4.5-4.7, P = .002), information transfer (3.8-4.2, P = .011), and opportunities for fewer errors reported by senders (3.3-2.5, P < .001) and receivers (3.2-2.4, P < .001); and (3) significant decrease in handoff duration (326.2-262.3 s, P = .016). Clinicians found the report implementation highly acceptable, appropriate, and feasible but noted a few areas for improvement to enhance its usability and integration within the intraoperative workflow. DISCUSSION AND CONCLUSION: A standardized EHR-integrated handoff report ensures the effectiveness and efficiency of intraoperative handoffs with its structured, consistent format that-promotes up-to-date and pertinent intraoperative information transfer; reduces opportunities for errors; and streamlines verbal communication. Handoff standardization can promote safe and high-quality intraoperative care.


Subject(s)
Communication , Electronic Health Records , Patient Handoff , Patient Handoff/standards , Humans , Anesthesiology , Intraoperative Care , Continuity of Patient Care
6.
Child Dev ; 2024 Jul 31.
Article in English | MEDLINE | ID: mdl-39082445

ABSTRACT

This study explores the effects of the two-generation program CareerAdvance-which combines education and training for parents in healthcare with Head Start for children-on children's academic, language, mathematics, and inhibitory control followed for 3 years. The sample (collected in Tulsa, Oklahoma from 2011 to 2018) includes 147 children in the CareerAdvance group and 139 children in a matched comparison group (n = 286; 40% Black, 17%, White, 10% Hispanic, 33% Mixed Race, or Other Race; M = 3.6 years old; 47% female). Overall, the effect of CareerAdvance on child outcomes is neither greater nor less than Head Start alone. These findings suggest that children's developmental outcomes do not worsen or improve in the short term when their parents return to school.

7.
Mol Biol Cell ; 35(8): ar114, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38985514

ABSTRACT

Idiopathic pulmonary fibrosis (IPF), one of the most common forms of interstitial lung disease, is a poorly understood, chronic, and often fatal fibroproliferative condition with only two FDA-approved medications. Understanding the pathobiology of the fibroblast in IPF is critical to evaluating and discovering novel therapeutics. Using a decellularized lung matrix derived from patients with IPF, we generate three-dimensional hydrogels as in vitro models of lung physiology and characterize the phenotype of fibroblasts seeded into the hydrogels. When cultured in IPF extracellular matrix hydrogels, IPF fibroblasts display differential contractility compared with their normal counterparts, lose the classical myofibroblast marker α-smooth muscle actin, and increase expression of proinflammatory cytokines compared with fibroblasts seeded two-dimensionally on tissue culture dishes. We validate this proinflammatory state in fibroblast-conditioned media studies with monocytes and monocyte-derived macrophages. These findings add to a growing understanding of the lung microenvironment effect on fibroblast phenotypes, shed light on the potential role of fibroblasts as immune signaling hubs during lung fibrosis, and suggest intervention in fibroblast-immune cell cross-talk as a possible novel therapeutic avenue.


Subject(s)
Extracellular Matrix , Fibroblasts , Hydrogels , Idiopathic Pulmonary Fibrosis , Lung , Humans , Idiopathic Pulmonary Fibrosis/metabolism , Idiopathic Pulmonary Fibrosis/pathology , Fibroblasts/metabolism , Lung/pathology , Lung/metabolism , Extracellular Matrix/metabolism , Cytokines/metabolism , Macrophages/metabolism , Myofibroblasts/metabolism , Inflammation/metabolism , Inflammation/pathology , Cells, Cultured , Culture Media, Conditioned/pharmacology , Actins/metabolism , Monocytes/metabolism
8.
Respir Med ; 231: 107734, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38986791

ABSTRACT

BACKGROUND: Oral treprostinil is a prostacyclin analogue approved to treat pulmonary arterial hypertension (PAH) by delaying disease progression and improving exercise capacity. Higher doses of oral treprostinil correlate with increased treatment benefit. Titrations may be challenging due to common side effects of prostacyclin-class therapies. STUDY DESIGN AND METHODS: The multicenter, prospective, real-world, observational ADAPT Registry study followed adult patients with PAH for up to 78 weeks after initiating oral treprostinil (NCT03045029). Dosing, titration, and transitions of oral treprostinil were at the discretion of the prescriber. Patient-reported incidence and treatment of common side effects were collected to understand side effect management and tolerability. Insights from literature and expert recommendations were added to provide a consolidated resource for oral treprostinil use. RESULTS: In total, 139 participants in ADAPT completed ≥1 weekly survey; (median age 60.0 years, 76 % female). Median treatment duration of oral treprostinil was 13.1 months. During early therapy (Months 1-5), 62 % (78/126) of patients reported headache and diarrhea, and 40 % (50/126) reported nausea. At Month 6, many patients who reported side effects during early therapy reported an improvement (61 % headache, 44 % diarrhea, 70 % nausea). Common side effect treatments, including acetaminophen, loperamide, and ondansetron, were effective. Approximately one-quarter of patients reporting the most common side effects were untreated at Month 6. CONCLUSION: Patient selection for, and initiation and titration of, oral treprostinil should be individualized and may include parenteral treprostinil induction-transition for faster titration. Assertive side effect management may help patients reach higher and more efficacious doses of oral treprostinil.


Subject(s)
Antihypertensive Agents , Epoprostenol , Pulmonary Arterial Hypertension , Humans , Epoprostenol/analogs & derivatives , Epoprostenol/administration & dosage , Epoprostenol/adverse effects , Epoprostenol/therapeutic use , Middle Aged , Female , Male , Administration, Oral , Prospective Studies , Antihypertensive Agents/administration & dosage , Antihypertensive Agents/adverse effects , Antihypertensive Agents/therapeutic use , Pulmonary Arterial Hypertension/drug therapy , Pulmonary Arterial Hypertension/physiopathology , Aged , Consensus , Hypertension, Pulmonary/drug therapy , Adult , Treatment Outcome , Headache/chemically induced , Registries , Nausea/chemically induced
9.
BMC Public Health ; 24(1): 1907, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-39014400

ABSTRACT

BACKGROUND: Post-operative complications present a challenge to the healthcare system due to the high unpredictability of their incidence. Socioeconomic conditions have been established as social determinants of health. However, their contribution relating to postoperative complications is still unclear as it can be heterogeneous based on community, type of surgical services, and sex and gender. Uncovering these relations can enable improved public health policy to reduce such complications. METHODS: In this study, we conducted a large population cross-sectional analysis of social vulnerability and the odds of various post-surgical complications. We collected electronic health records data from over 50,000 surgeries that happened between 2012 and 2018 at a quaternary health center in St. Louis, Missouri, United States and the corresponding zip code of the patients. We built statistical logistic regression models of postsurgical complications with the social vulnerability index of the tract consisting of the zip codes of the patient as the independent variable along with sex and race interaction. RESULTS: Our sample from the St. Louis area exhibited high variance in social vulnerability with notable rapid increase in vulnerability from the south west to the north of the Mississippi river indicating high levels of inequality. Our sample had more females than males, and females had slightly higher social vulnerability index. Postoperative complication incidence ranged from 0.75% to 41% with lower incidence rate among females. We found that social vulnerability was associated with abnormal heart rhythm with socioeconomic status and housing status being the main association factors. We also found associations of the interaction of social vulnerability and female sex with an increase in odds of heart attack and surgical wound infection. Those associations disappeared when controlling for general health and comorbidities. CONCLUSIONS: Our results indicate that social vulnerability measures such as socioeconomic status and housing conditions could affect postsurgical outcomes through preoperative health. This suggests that the domains of preventive medicine and public health should place social vulnerability as a priority to achieve better health outcomes of surgical interventions.


Subject(s)
Postoperative Complications , Social Vulnerability , Humans , Cross-Sectional Studies , Male , Female , Middle Aged , Postoperative Complications/epidemiology , Adult , Missouri/epidemiology , Aged , Social Determinants of Health , Young Adult , Adolescent , Risk Factors , Socioeconomic Factors
10.
Malar J ; 23(1): 208, 2024 Jul 12.
Article in English | MEDLINE | ID: mdl-38997771

ABSTRACT

BACKGROUND: To interrupt residual malaria transmission and achieve successful elimination of Plasmodium falciparum in low-transmission settings, the World Health Organization (WHO) recommends the administration of a single dose of 0.25 mg/kg (or 15 mg/kg for adults) primaquine (PQ) combined with artemisinin-based combination therapy (ACT), without glucose-6-phosphate dehydrogenase (G6PD) testing. However, due to the risk of haemolysis in patients with G6PD deficiency (G6PDd), PQ use is uncommon. Thus, this study aimed to assess the safety of a single low dose of PQ administered to patients with G6PD deficiency. METHODS: An observational cohort study was conducted with patients treated for uncomplicated P. falciparum malaria with either single-dose PQ (0.25 mg/kg) (SLD PQ) + ACT or ACT alone. Microscopy-confirmed uncomplicated P. falciparum malaria patients visiting public health facilities in Arjo Didessa, Southwest Ethiopia, were enrolled in the study from September 2019 to November 2022. Patients with uncomplicated P. falciparum malaria were followed up for 28 days through clinical and laboratory diagnosis, such as measurements of G6PD levels and haemoglobin (Hb) concentrations. G6PD levels were measured by a quantiative CareSTART™ POCT S1 biosensor machine. Patient interviews were also conducted, and the type and frequency of clinical complaints were recorded. Hb data were taken on days (D) 7, 14, 21, and 28 following treatment with SLD-PQ + ACT or ACT alone. RESULTS: A total of 249 patients with uncomplicated P. falciparum malaria were enrolled in this study. Of these, 83 (33.3%) patients received ACT alone, and 166 (66.7%) received ACT combined with SLD-PQ treatment. The median age of the patients was 20 (IQR 28-15) years. G6PD deficiency was found in 17 (6.8%) patients, 14 males and 3 females. There were 6 (7.2%) and 11 (6.6%) phenotypic G6PD-deficient patients in the ACT alone and ACT + SLD-PQ arms, respectively. The mean Hb levels in patients treated with ACT + SLD-PQ were reduced by an average of 0.45 g/dl (95% CI = 0.39 to 0.52) in the posttreatment phase (D7) compared to a reduction of 0.30 g/dl (95% CI = 0.14 to - 0.47) in patients treated with ACT alone (P = 0.157). A greater mean Hb reduction was observed on day 7 in the G6PDd ACT + SLD-PQ group (- 0.60 g/dL) than in the G6PDd ACT alone group (- 0.48 g/dL); however, there was no statistically significant difference (P = 0.465). Overall, D14 losses were 0.10 g/dl (95% CI = - 0.00 to 0.20) and 0.05 g/dl (95% CI = - 0.123 to 0.22) in patients with and without SLD-PQ, respectively (P = 0.412). CONCLUSIONS: This study's findings indicate that using SLD-PQ in combination with ACT is safe for uncomplicated P. falciparum malaria regardless of the patient's G6PD status in Ethiopian settings. Caution should be taken in extrapolating this finding in other settings with diverse G6DP phenotypes.


Subject(s)
Antimalarials , Artemisinins , Glucosephosphate Dehydrogenase Deficiency , Hemoglobins , Malaria, Falciparum , Primaquine , Malaria, Falciparum/drug therapy , Humans , Ethiopia , Male , Primaquine/administration & dosage , Primaquine/therapeutic use , Primaquine/adverse effects , Adult , Antimalarials/administration & dosage , Antimalarials/therapeutic use , Female , Longitudinal Studies , Hemoglobins/analysis , Adolescent , Young Adult , Glucosephosphate Dehydrogenase Deficiency/complications , Middle Aged , Child , Artemisinins/administration & dosage , Artemisinins/therapeutic use , Cohort Studies , Child, Preschool , Plasmodium falciparum/drug effects
11.
Eye (Lond) ; 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38977819

ABSTRACT

BACKGROUND/OBJECTIVES: Immediate sequential bilateral cataract surgery (ISBCS) was first introduced into NICE guidelines in 2017. In this approach, patients undergo cataract surgery on both eyes on the same day. Although increasingly popular, only 0.5% of all cataract operations nationally are performed using this approach. We redesigned our service to routinely offer ISBCS and are now one of the leading NHS providers of ISBCS in the UK. We audited our cataract operations in 2022 and report our initial experiences with ISBCS here. SUBJECTS/METHODS: We redesigned our cataract service to routinely offer ISBCS on the NHS. We audited all cataract operations performed in calendar year 2022. RESULTS: We performed 4652 NHS cataract operations including 498 (10.7%) operations on 249 patients using the ISBCS approach. Trainee surgeons performed 32.5% of these cases. There were two intraoperative complications, both during the second eye operation. One was a suspected suprachoroidal haemorrhage and the other was a posterior capsular rupture post lens implantation. Post-operatively there was one case of retinal detachment requiring vitrectomy following uncomplicated ISBCS and five cases of Irvine-Gass syndrome that were managed medically. CONCLUSIONS: From this data, ISBCS does not pose a greater risk to patients in terms of complications. Allowing trainees to operate on ISBCS cases improves the trainee experience. With appropriate pre-operative counselling, patients listed for unilateral surgery can be converted to ISBCS on the day of operation to fully utilise theatre capacity. Patients listed for ISBCS can also be converted to unilateral surgery on the day of operation when surgeons need time to deal with complications safely.

12.
EBioMedicine ; 105: 105180, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38861869

ABSTRACT

BACKGROUND: Bivalent SARS-CoV-2 vaccines were developed to counter increasing susceptibility to emerging SARS-CoV-2 variants. We evaluated the durability of immunity and protection following first bivalent vaccination among nursing home residents. METHODS: We evaluated anti-spike and neutralization titers from blood in 653 community nursing home residents before and after each monovalent booster, and a bivalent vaccine. Concurrent clinical outcomes were evaluated using electronic health record data from a separate cohort of 3783 residents of Veterans Affairs (VA) nursing homes who had received at least the primary series monovalent vaccination. Using target trial emulation, we compared VA residents who did and did not receive the bivalent vaccine to measure vaccine effectiveness against infection, hospitalization, and death. FINDINGS: In the community cohort, Omicron BA.5 neutralization activity rose after each monovalent and bivalent booster vaccination regardless of prior infection history. Titers declined over time but six months post-bivalent vaccination, BA.5 neutralization persisted at detectable levels in 75% of infection-naive and 98% of prior-infected individuals. In the VA nursing home cohort, bivalent vaccine added effectiveness to monovalent booster vaccination by 18.5% for infection (95% confidence interval (CI) -5.6, 34.0%), and 29.2% for hospitalization or death (95% CI -14.2, 56.2%) over five months. INTERPRETATION: The level of protection declined after bivalent vaccination over a 6 month period and may open a window of added vulnerability before the next updated vaccine becomes available, suggesting a subset of nursing home residents may benefit from an additional vaccination booster. FUNDING: CDC, NIH, VHA.


Subject(s)
Antibodies, Viral , COVID-19 Vaccines , COVID-19 , Nursing Homes , SARS-CoV-2 , Vaccination , Humans , COVID-19 Vaccines/immunology , COVID-19 Vaccines/administration & dosage , COVID-19/prevention & control , COVID-19/immunology , SARS-CoV-2/immunology , Female , Male , Aged , Aged, 80 and over , Antibodies, Viral/immunology , Antibodies, Viral/blood , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/blood , Immunization, Secondary , Vaccine Efficacy , Spike Glycoprotein, Coronavirus/immunology
13.
medRxiv ; 2024 May 23.
Article in English | MEDLINE | ID: mdl-38826207

ABSTRACT

Background: Novel applications of telemedicine can improve care quality and patient outcomes. Telemedicine for intraoperative decision support has not been rigorously studied. Methods: This single centre randomised clinical trial ( clinicaltrials.gov NCT03923699 ) of unselected adult surgical patients was conducted between July 1, 2019 and January 31, 2023. Patients received usual care or decision support from a telemedicine service, the Anesthesiology Control Tower (ACT). The ACT provided real-time recommendations to intraoperative anaesthesia clinicians based on case reviews, machine-learning forecasting, and physiologic alerts. ORs were randomised 1:1. Co-primary outcomes of 30-day all-cause mortality, respiratory failure, acute kidney injury (AKI), and delirium were analysed as intention-to-treat. Results: The trial completed planned enrolment with 71927 surgeries (35956 ACT; 35971 usual care). After multiple testing correction, there was no significant effect of the ACT vs. usual care on 30-day mortality [641/35956 (1.8%) vs 638/35971 (1.8%), risk difference 0.0% (95% CI -0.2% to 0.3%), p=0.96], respiratory failure [1089/34613 (3.1%) vs 1112/34619 (3.2%), risk difference -0.1% (95% CI -0.4% to 0.3%), p=0.96], AKI [2357/33897 (7%) vs 2391/33795 (7.1%), risk difference -0.1% (-0.6% to 0.4%), p=0.96], or delirium [1283/3928 (32.7%) vs 1279/3989 (32.1%), risk difference 0.6% (-2.0% to 3.2%), p=0.96]. There were no significant differences in secondary outcomes or in sensitivity analyses. Conclusions: In this large RCT of a novel application of telemedicine-based remote monitoring and decision support using real-time alerts and case reviews, we found no significant differences in postoperative outcomes. Large-scale intraoperative telemedicine is feasible, and we suggest future avenues where it may be impactful.

14.
medRxiv ; 2024 May 23.
Article in English | MEDLINE | ID: mdl-38826471

ABSTRACT

Background: Anaesthesiology clinicians can implement risk mitigation strategies if they know which patients are at greatest risk for postoperative complications. Although machine learning models predicting complications exist, their impact on clinician risk assessment is unknown. Methods: This single-centre randomised clinical trial enrolled patients age ≥18 undergoing surgery with anaesthesiology services. Anaesthesiology clinicians providing remote intraoperative telemedicine support reviewed electronic health records with (assisted group) or without (unassisted group) also reviewing machine learning predictions. Clinicians predicted the likelihood of postoperative 30-day all-cause mortality and postoperative acute kidney injury within 7 days. Area under the receiver operating characteristic curve (AUROC) for the clinician predictions was determined. Results: Among 5,071 patient cases reviewed by 89 clinicians, the observed incidence was 2% for postoperative death and 11% for acute kidney injury. Clinician predictions agreed with the models more strongly in the assisted versus unassisted group (weighted kappa 0.75 versus 0.62 for death [difference 0.13, 95%CI 0.10-0.17] and 0.79 versus 0.54 for kidney injury [difference 0.25, 95%CI 0.21-0.29]). Clinicians predicted death with AUROC of 0.793 in the assisted group and 0.780 in the unassisted group (difference 0.013, 95%CI -0.070 to 0.097). Clinicians predicted kidney injury with AUROC of 0.734 in the assisted group and 0.688 in the unassisted group (difference 0.046, 95%CI -0.003 to 0.091). Conclusions: Although there was evidence that the models influenced clinician predictions, clinician performance was not statistically significantly different with and without machine learning assistance. Further work is needed to clarify the role of machine learning in real-time perioperative risk stratification. Trial Registration: ClinicalTrials.gov NCT05042804.

15.
BMJ Lead ; 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38937090

ABSTRACT

BACKGROUND: High burnout and low retention rates among trainee doctors threaten the future viability of the UK medical workforce. This study empirically examined factors that can sustain trainee doctors. METHOD: A total of 323 trainee doctors from 25 National Health Service (NHS) Trusts in England and Wales completed an online survey on their training and employment experiences. A mixed method approach was employed. RESULTS: Structural equation modelling revealed that perceived compassionate leadership of hospital senior leaders (CLSL) (i.e., doctors in senior clinical and management positions, and senior managers) is directly and negatively associated with trainee doctors' burnout and intention to quit. We propose the associations may be indirectly strengthened through two mediating pathways: increased psychological contract fulfilment (PCF) of training/organisational support and reduced worry about the state of the NHS; however, only the former is supported. The model can explain a substantial 37% of the variance in reported burnout and 28% of intention to quit among trainee doctors. Being a Foundation Year (FY) trainee was significantly associated with poor PCF and burnout. Rich qualitative data further elaborated on their experiences in terms of senior leaders' awareness of their training/working experiences, listening to and acting on. CONCLUSIONS: Active and demonstrable CLSL plays a vital role in trainee doctors' retention. It has both direct (through support) and indirect effects through improving trainee doctors' PCF to reduce burnout and intention to quit. This seems particularly valuable among FY doctors. Implications for the development and management of the medical workforce are discussed.

16.
JMIR Perioper Med ; 7: e48959, 2024 Sep 16.
Article in English | MEDLINE | ID: mdl-38742940

ABSTRACT

BACKGROUND: Biofeedback-based virtual reality (VR-BF) is a novel, nonpharmacologic method for teaching patients how to control their breathing, which in turn increases heart rate variability (HRV) and may reduce pain. Unlike traditional forms of biofeedback, VR-BF is delivered through a gamified virtual reality environment, increasing the accessibility of biofeedback. This is the first study to systematically integrate VR-BF use in the pediatric perioperative setting, with the ultimate goal of evaluating the efficacy of VR-BF to reduce pain, anxiety, and opioid consumption once feasibility and acceptability have been established. OBJECTIVES: The primary objective was to develop a clinical trial protocol for VR-BF use in the pediatric perioperative setting, including preoperative education and training, and postoperative application of VR-BF in children undergoing surgery. A secondary objective was to evaluate the patient and parent experience with VR-BF. METHODS: A total of 23 patients (12-18 years of age) scheduled for surgery at Nationwide Children's Hospital were recruited using purposive sampling. Following training, participants independently completed a daily, 10-minute VR-BF session for 7 days before surgery and during their inpatient stay. Participants could use VR-BF up to 2 weeks after hospital discharge. Patient- and session-level data of VR-BF usage and achievement of target HRV parameters were measured to identify the optimal frequency and duration of sessions before and after surgery for this population. Standardized questionnaires and semistructured interviews were conducted to obtain qualitative information about patients' experiences with VR-BF. RESULTS: Patient-level data indicated that the highest odds of achieving 1 session under target HRV parameters was after 4 sessions (odds ratio [OR] 5.1 for 4 vs 3 sessions, 95% CI 1.3-20.6; OR 16.6 for 3 vs 2 sessions, 95% CI 1.2-217.0). Session-level data showed that a session duration of 9 to 10 minutes provided the greatest odds of achieving 1 session under target HRV parameters (OR 1.3 for 9 vs 8 min, 95% CI 1.1-1.7; OR 1.4 for 8 vs 7 min, 95% CI 1.1-1.8; OR 1 for 10 vs 9 min, 95% CI 0.9-1.2). Qualitative data revealed patient satisfaction with the VR-BF technology, particularly in managing perioperative stress (17/20, 85%). Few patients reported VR-BF as beneficial for pain (8/20, 40%). CONCLUSIONS: Children and adolescents undergoing surgery successfully learned behavioral strategies with VR-BF with 10-minute sessions once daily for 5 days. To integrate VR-BF as a therapeutic intervention in a subsequent clinical trial, patients will be instructed to complete three 10-minute sessions a day for 7 days after surgery. TRIAL REGISTRATION: ClinicalTrials NCT04943874; https://clinicaltrials.gov/ct2/show/NCT04943874.

17.
J Psychopathol Clin Sci ; 133(4): 333-346, 2024 May.
Article in English | MEDLINE | ID: mdl-38709616

ABSTRACT

Externalizing psychopathology has been found to have small to moderate associations with neighborhood and family sociodemographic characteristics. However, prior studies may have used suboptimal operationalizations of neighborhood sociodemographic characteristics and externalizing psychopathology, potentially misestimating relations between these constructs. To address these limitations, in the current study we test different measurement models of these constructs and assess the structural relations between them. Using a population-representative sample of 2,195 twins and siblings from the Georgia Twin Study and data from the National Neighborhood Data Archive and 2000 U.S. Census, we assessed the fit of competing measurement models for family sociodemographic, neighborhood sociodemographic, and neighborhood environment characteristics. In structural models, we regressed a general externalizing dimension on different operationalizations of these variables separately and then simultaneously in a final model. Latent variable operationalizations of family sociodemographic, neighborhood sociodemographic, and neighborhood environment characteristics explained no more variance in broad externalizing psychopathology than other operationalizations. In an omnibus model, family sociodemographic characteristics showed a small association with externalizing psychopathology, while neighborhood sociodemographic and environmental characteristics did not. Family sociodemographic characteristics showed small associations with neighborhood sociodemographic and environmental characteristics, and neighborhood sociodemographic characteristics were moderately associated with neighborhood environment. These findings suggest that family sociodemographic characteristics are more associated with the development of broad externalizing psychopathology in youth than neighborhood sociodemographic characteristics and neighborhood environment. (PsycInfo Database Record (c) 2024 APA, all rights reserved).


Subject(s)
Residence Characteristics , Humans , Male , Female , Residence Characteristics/statistics & numerical data , Child , Adolescent , Georgia/epidemiology , Sociodemographic Factors , Neighborhood Characteristics , Family/psychology , Psychopathology , Twins/psychology , Siblings/psychology
18.
Crit Care Med ; 52(6): 869-877, 2024 06 01.
Article in English | MEDLINE | ID: mdl-38752812

ABSTRACT

OBJECTIVES: To examine trends in utilization and outcomes among patients with the acute respiratory distress syndrome (ARDS) requiring prolonged venovenous extracorporeal membrane oxygenation (VV ECMO) support. DESIGN: Retrospective observational cohort study. SETTING: Adult patients in the Extracorporeal Life Support Organization registry. PATIENTS: Thirteen thousand six hundred eighty-one patients that required ECMO for the support of ARDS between January 2012 and December 2022. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Mortality while supported with VV ECMO and survival to hospital discharge based on ECMO duration were examined utilizing multivariable logistic regression. Among the 13,681 patients supported with VV ECMO, 4,040 (29.5%) were supported for greater than or equal to 21 days and 975 (7.1%) for greater than or equal to 50 days. Patients supported with prolonged VV ECMO were less likely to be discharged alive from the hospital compared with those with short duration of support (46.5% vs. 59.7%; p < 0.001). However, among patients supported with VV ECMO greater than or equal to 21 days, duration of extracorporeal life support was not significantly associated with mortality (odds ratio [OR], 0.99; 95% CI, 0.98-1.01; p = 0.87 and adjusted OR, 0.99; 95% CI, 0.97-1.02; p = 0.48). Even in those supported with VV ECMO for at least 120 days (n = 113), 52 (46.0%) of these patients were ultimately discharged alive from the hospital. CONCLUSIONS: Prolonged VV ECMO support of ARDS has increased and accounts for a substantial portion of cases. Among patients that survive for greater than or equal to 21 days while receiving VV ECMO support, duration is not predictive of survival to hospital discharge and clinical recovery may occur even after very prolonged VV ECMO support.


Subject(s)
Extracorporeal Membrane Oxygenation , Registries , Respiratory Distress Syndrome , Humans , Extracorporeal Membrane Oxygenation/methods , Extracorporeal Membrane Oxygenation/mortality , Extracorporeal Membrane Oxygenation/statistics & numerical data , Respiratory Distress Syndrome/therapy , Respiratory Distress Syndrome/mortality , Male , Retrospective Studies , Female , Middle Aged , Adult , Time Factors , Prevalence , Aged
19.
Geroscience ; 2024 May 25.
Article in English | MEDLINE | ID: mdl-38789833

ABSTRACT

Infections, despite vaccination, can be clinically consequential for frail nursing home residents (NHR). Poor vaccine-induced antibody quality may add risk for such subsequent infections and more severe disease. We assessed antibody binding avidity, as a surrogate for antibody quality, among NHR and healthcare workers (HCW). We longitudinally sampled 112 NHR and 52 HCWs who received the BNT162b2 mRNA vaccine after each dose up to the Wuhan-BA.4/5-based Omicron bivalent boosters. We quantified anti-spike, anti-receptor binding domain (RBD), and avidity levels to the ancestral Wuhan, Delta, and Omicron BA.1 & 4/5 strains. The primary vaccination series produced substantial anti-spike and RBD levels which were low in avidity against all strains tested. Antibody avidity progressively increased in the 6-8 months that followed. Avidity significantly increased after the 1st booster but not for subsequent boosters. This study underscores the importance of booster vaccination among NHR and HCWs. The 1st booster dose increases avidity, increasing vaccine-induced functional antibody. The higher cross-reactivity of higher avidity antibodies to other SARS-CoV-2 strains should translate to better protection from ever-evolving strains. Higher avidities may help explain how the vaccine's protective effects persist despite waning antibody titers after each vaccine dose.

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