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1.
Nurs Open ; 10(11): 7279-7291, 2023 11.
Article in English | MEDLINE | ID: mdl-37661657

ABSTRACT

AIMS: To identify subgroups of nurses with distinct profiles of burnout (emotional exhaustion) and resilience (emotional thriving and emotional recovery) and describe nurse characteristics associated with each profile. DESIGN: Cross-sectional, correlational design. METHODS: Data were collected via electronic survey from 2018 to 2019. Latent profile analysis was used to identify subgroups of nurses with distinct profiles of emotional exhaustion, emotional thriving and emotional recovery, with each measured on a 0-100 scale. Bivariate statistics were used to determine profile differences in nurse sociodemographic, professional and psychological characteristics. RESULTS: Four distinct profile subgroups were identified: (1) "exhausted" (14% with very high emotional exhaustion, low emotional thriving and moderate emotional recovery), (2) "exhausted with thriving" (6% with high emotional exhaustion, moderate-high emotional thriving and low emotional recovery), (3) "exhausted with thriving and recovery" (52% with moderate-high emotional exhaustion, emotional thriving and emotional recovery), and (4) "thriving and recovery" (27% with low emotional exhaustion and very high emotional thriving and emotional recovery). Nurses in the "exhausted" and "exhausted with thriving" profiles reported greater depression and poorer work-life integration. Nurses in "exhausted" profile were more likely to work in an inpatient setting. Nurses in the "exhausted with thriving and recovery" and "thriving and recovery" profiles reported more positive emotions, more well-being behaviours, and better work-life integration, with the "thriving and recovery" subgroup having the highest levels of these characteristics, lower depression scores and greater racial minority representation. CONCLUSION: Approaches designed to improve nurse well-being should be tailored to the nurses' profile of emotional exhaustion, thriving and recovery to maximize effectiveness. IMPACT: Given the growing shortage of nurses in healthcare systems, it is critical that multilevel strategies be investigated to retain nursing staff that consider the intersectionality and complexity of the different aspects of burnout and resilience experienced by the nurse. NO PATIENT OR PUBLIC CONTRIBUTION: The aim was to assess burnout and resilience among nurses.


Subject(s)
Burnout, Professional , Humans , Cross-Sectional Studies , Emotions , Euphoria , Surveys and Questionnaires
2.
Glob Qual Nurs Res ; 10: 23333936231161127, 2023.
Article in English | MEDLINE | ID: mdl-37020708

ABSTRACT

Healthcare workers are experiencing high stress and burnout, at rates up to 70%, hindering patient care. Studies often focus on stressors in a particular setting or within the context of the pandemic which limits understanding of a more comprehensive view of stressors experienced by healthcare workers. The purpose of this study was to assess healthcare workers' self-reported major stressors. Between June 2018 and April 2019, U.S. healthcare workers (N = 2,310) wrote answers to an open-ended question: "What are your biggest stressors as you look back over the last few weeks?" A summative content analysis was used to analyze the data. Healthcare workers described three types of stressors: work stressors (49% of total stressors), personal life stressors (32% of total stressors), and stressors that intersect work and personal life (19% of total stressors). Future research and clinical practice should consider the multi-faceted sources of stress.

3.
ACS Synth Biol ; 11(3): 1196-1207, 2022 03 18.
Article in English | MEDLINE | ID: mdl-35156365

ABSTRACT

Reliable, predictable engineering of cellular behavior is one of the key goals of synthetic biology. As the field matures, biological engineers will become increasingly reliant on computer models that allow for the rapid exploration of design space prior to the more costly construction and characterization of candidate designs. The efficacy of such models, however, depends on the accuracy of their predictions, the precision of the measurements used to parametrize the models, and the tolerance of biological devices for imperfections in modeling and measurement. To better understand this relationship, we have derived an Engineering Error Inequality that provides a quantitative mathematical bound on the relationship between predictability of results, model accuracy, measurement precision, and device characteristics. We apply this relation to estimate measurement precision requirements for engineering genetic regulatory networks given current model and device characteristics, recommending a target standard deviation of 1.5-fold. We then compare these requirements with the results of an interlaboratory study to validate that these requirements can be met via flow cytometry with matched instrument channels and an independent calibrant. On the basis of these results, we recommend a set of best practices for quality control of flow cytometry data and discuss how these might be extended to other measurement modalities and applied to support further development of genetic regulatory network engineering.


Subject(s)
Gene Regulatory Networks , Synthetic Biology , Computer Simulation , Flow Cytometry , Gene Regulatory Networks/genetics , Genetic Engineering/methods , Synthetic Biology/methods
4.
J Integr Bioinform ; 18(3)2021 Jun 08.
Article in English | MEDLINE | ID: mdl-34098590

ABSTRACT

People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species. Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.3 of SBOL Visual, which builds on the prior SBOL Visual 2.2 in several ways. First, the specification now includes higher-level "interactions with interactions," such as an inducer molecule stimulating a repression interaction. Second, binding with a nucleic acid backbone can be shown by overlapping glyphs, as with other molecular complexes. Finally, a new "unspecified interaction" glyph is added for visualizing interactions whose nature is unknown, the "insulator" glyph is deprecated in favor of a new "inert DNA spacer" glyph, and the polypeptide region glyph is recommended for showing 2A sequences.


Subject(s)
Programming Languages , Synthetic Biology , Humans , Language
5.
Mol Syst Biol ; 16(7): e9618, 2020 07.
Article in English | MEDLINE | ID: mdl-32672881

ABSTRACT

The engineering of advanced multicellular behaviors, such as the programmed growth of biofilms or tissues, requires cells to communicate multiple aspects of physiological information. Unfortunately, few cell-cell communication systems have been developed for synthetic biology. Here, we engineer a genetically encoded channel selector device that enables a single communication system to transmit two separate intercellular conversations. Our design comprises multiplexer and demultiplexer sub-circuits constructed from a total of 12 CRISPRi-based transcriptional logic gates, an acyl homoserine lactone-based communication module, and three inducible promoters that enable small molecule control over the conversations. Experimentally parameterized mathematical models of the sub-components predict the steady state and dynamical performance of the full system. Multiplexed cell-cell communication has applications in synthetic development, metabolic engineering, and other areas requiring the coordination of multiple pathways among a community of cells.


Subject(s)
CRISPR-Cas Systems , Cell Communication/genetics , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Metabolic Engineering/methods , Quorum Sensing/genetics , Synthetic Biology/methods , Escherichia coli/metabolism , Homoserine/genetics , Homoserine/metabolism , Promoter Regions, Genetic , RNA, Guide, Kinetoplastida , Recombinant Proteins , Small Molecule Libraries
6.
J Integr Bioinform ; 17(2-3)2020 Jun 10.
Article in English | MEDLINE | ID: mdl-32543457

ABSTRACT

People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species. Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.2 of SBOL Visual, which builds on the prior SBOL Visual 2.1 in several ways. First, the grounding of molecular species glyphs is changed from BioPAX to SBO, aligning with the use of SBO terms for interaction glyphs. Second, new glyphs are added for proteins, introns, and polypeptide regions (e. g., protein domains), the prior recommended macromolecule glyph is deprecated in favor of its alternative, and small polygons are introduced as alternative glyphs for simple chemicals.


Subject(s)
Programming Languages , Synthetic Biology , Humans , Language
7.
ACS Synth Biol ; 8(8): 1818-1825, 2019 08 16.
Article in English | MEDLINE | ID: mdl-31348656

ABSTRACT

Biological engineers often find it useful to communicate using diagrams. These diagrams can include information both about the structure of the nucleic acid sequences they are engineering and about the functional relationships between features of these sequences and/or other molecular species. A number of conventions and practices have begun to emerge within synthetic biology for creating such diagrams, and the Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard to organize, systematize, and extend such conventions in order to produce a coherent visual language. Here, we describe SBOL Visual version 2, which expands previous diagram standards to include new functional interactions, categories of molecular species, support for families of glyph variants, and the ability to indicate modular structure and mappings between elements of a system. SBOL Visual 2 also clarifies a number of requirements and best practices, significantly expands the collection of glyphs available to describe genetic features, and can be readily applied using a wide variety of software tools, both general and bespoke.


Subject(s)
Programming Languages , Synthetic Biology/methods , Models, Theoretical , Software
8.
J Integr Bioinform ; 16(2)2019 Jun 13.
Article in English | MEDLINE | ID: mdl-31199768

ABSTRACT

People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species . Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.1 of SBOL Visual, which builds on the prior SBOL Visual 2.0 standard by expanding diagram syntax to include methods for showing modular structure and mappings between elements of a system, interactions arrows that can split or join (with the glyph at the split or join indicating either superposition or a chemical process), and adding new glyphs for indicating genomic context (e.g., integration into a plasmid or genome) and for stop codons.


Subject(s)
Models, Biological , Programming Languages , Synthetic Biology
9.
J Integr Bioinform ; 15(1)2018 Mar 19.
Article in English | MEDLINE | ID: mdl-29549707

ABSTRACT

People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species. Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.0 of SBOL Visual, which builds on the prior SBOL Visual 1.0 standard by expanding diagram syntax to include functional interactions and molecular species, making the relationship between diagrams and the SBOL data model explicit, supporting families of symbol variants, clarifying a number of requirements and best practices, and significantly expanding the collection of diagram glyphs.


Subject(s)
Computer Graphics/standards , Models, Biological , Programming Languages , Software , Synthetic Biology/standards , Animals , Guidelines as Topic , Humans , Signal Transduction
10.
Clin Perinatol ; 44(3): 541-552, 2017 09.
Article in English | MEDLINE | ID: mdl-28802338

ABSTRACT

Quality improvement in health care is an ongoing challenge. Consideration of the context of the health care system is of paramount importance. Staff resilience and teamwork climate are key aspects of context that drive quality. Teamwork climate is dynamic, with well-established tools available to improve teamwork for specific tasks or global applications. Similarly, burnout and resilience can be modified with interventions such as cultivating gratitude, positivity, and awe. A growing body of literature has shown that teamwork and burnout relate to quality of care, with improved teamwork and decreased burnout expected to produce improved patient quality and safety.


Subject(s)
Burnout, Professional , Cooperative Behavior , Intensive Care, Neonatal/standards , Patient Care Team , Quality of Health Care , Resilience, Psychological , Humans , Infant, Newborn , Intensive Care Units, Neonatal
11.
ACS Synth Biol ; 5(7): 774-80, 2016 07 15.
Article in English | MEDLINE | ID: mdl-27110723

ABSTRACT

Flow cytometry is widely used to measure gene expression and other molecular biological processes with single cell resolution via fluorescent probes. Flow cytometers output data in arbitrary units (a.u.) that vary with the probe, instrument, and settings. Arbitrary units can be converted to the calibrated unit molecules of equivalent fluorophore (MEF) using commercially available calibration particles. However, there is no convenient, nonproprietary tool available to perform this calibration. Consequently, most researchers report data in a.u., limiting interpretation. Here, we report a software tool named FlowCal to overcome current limitations. FlowCal can be run using an intuitive Microsoft Excel interface, or customizable Python scripts. The software accepts Flow Cytometry Standard (FCS) files as inputs and is compatible with different calibration particles, fluorescent probes, and cell types. Additionally, FlowCal automatically gates data, calculates common statistics, and produces publication quality plots. We validate FlowCal by calibrating a.u. measurements of E. coli expressing superfolder GFP (sfGFP) collected at 10 different detector sensitivity (gain) settings to a single MEF value. Additionally, we reduce day-to-day variability in replicate E. coli sfGFP expression measurements due to instrument drift by 33%, and calibrate S. cerevisiae Venus expression data to MEF units. Finally, we demonstrate a simple method for using FlowCal to calibrate fluorescence units across different cytometers. FlowCal should ease the quantitative analysis of flow cytometry data within and across laboratories and facilitate the adoption of standard fluorescence units in synthetic biology and beyond.


Subject(s)
Flow Cytometry/methods , Software , Calibration , Escherichia coli/cytology , Escherichia coli/genetics , Escherichia coli/metabolism , Flow Cytometry/instrumentation , Fluorescent Dyes , Gene Expression , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Luminescent Agents/metabolism , Reproducibility of Results , Saccharomyces cerevisiae/cytology , User-Computer Interface
13.
PLoS One ; 7(4): e34626, 2012.
Article in English | MEDLINE | ID: mdl-22514646

ABSTRACT

High-resolution functional MRI is a leading application for very high field (7 Tesla) human MR imaging. Though higher field strengths promise improvements in signal-to-noise ratios (SNR) and BOLD contrast relative to fMRI at 3 Tesla, these benefits may be partially offset by accompanying increases in geometric distortion and other off-resonance effects. Such effects may be especially pronounced with the single-shot EPI pulse sequences typically used for fMRI at standard field strengths. As an alternative, one might consider multishot pulse sequences, which may lead to somewhat lower temporal SNR than standard EPI, but which are also often substantially less susceptible to off-resonance effects. Here we consider retinotopic mapping of human visual cortex as a practical test case by which to compare examples of these sequence types for high-resolution fMRI at 7 Tesla. We performed polar angle retinotopic mapping at each of 3 isotropic resolutions (2.0, 1.7, and 1.1 mm) using both accelerated single-shot 2D EPI and accelerated multishot 3D gradient-echo pulse sequences. We found that single-shot EPI indeed led to greater temporal SNR and contrast-to-noise ratios (CNR) than the multishot sequences. However, additional distortion correction in postprocessing was required in order to fully realize these advantages, particularly at higher resolutions. The retinotopic maps produced by both sequence types were qualitatively comparable, and showed equivalent test/retest reliability. Thus, when surface-based analyses are planned, or in other circumstances where geometric distortion is of particular concern, multishot pulse sequences could provide a viable alternative to single-shot EPI.


Subject(s)
Magnetic Resonance Imaging/methods
14.
Head Neck Pathol ; 6(1): 16-20, 2012 Mar.
Article in English | MEDLINE | ID: mdl-21984020

ABSTRACT

Many dermal fillers have been used for reducing facial skin lines and for providing lip augmentation, and hyaluronic acid (HA) is one of the most widely used agents. One of the main commercial forms of HA is Restylane (Q Med, Sweden) produced by microbiological engineering techniques. Although HA is non-immunogenic, hypersensitivity and Granulomatous foreign body reactions have been reported. Herein, we report three female patients (average age 56 years) who presented with firm nodular lesions of the lip and a history of injection with HA (Restylane, Q Med, Sweden). Histopathologically, all cases showed pools of amorphous hematoxyphilic material surrounded by bands of densely collagenized connective tissue with no inflammation or foreign body reaction. Histochemical stains confirmed the presence of acid mucopolysaccharides such as hyaluronic acid. We conclude HA (Restylane, Q Med, Sweden) is an inert filler that may persist at an injection site, resulting in a tumor-like nodule.


Subject(s)
Adenoma/chemically induced , Fibroma/chemically induced , Hyaluronic Acid/analogs & derivatives , Hyaluronic Acid/adverse effects , Lip Neoplasms/chemically induced , Adenoma/pathology , Cosmetic Techniques , Female , Fibroma/pathology , Humans , Hyperplasia/chemically induced , Hyperplasia/pathology , Lip Neoplasms/pathology , Middle Aged , Viscosupplements/adverse effects
15.
Phys Chem Chem Phys ; 12(42): 14263-70, 2010 Nov 14.
Article in English | MEDLINE | ID: mdl-20886143

ABSTRACT

The microwave spectra of four isotopologues of the CHClF(2)-HCCH dimer have been measured and used to determine the structure of the complex. An initial scan over the 7-18 GHz region using the chirped-pulse microwave spectrometer at the University of Virginia provided initial assignments of the (35)Cl and (37)Cl isotopologues, with two additional H(13)C(13)CH species assigned using the resonant cavity Balle-Flygare microwave spectrometer at Eastern Illinois University. For the most abundant isotopologue, the rotational constants and quadrupole coupling constants are: A = 3301.21(4) MHz, B = 1353.4268(19) MHz, C = 1153.7351(18) MHz, χ(aa) = 34.681(12) MHz, χ(bb) = -69.70(3) MHz, χ(cc) = 35.02(2) MHz and χ(ab) = -8.8(3) MHz, in good agreement with ab initio calculations at the MP2/6-311++G(2d,2p) level. The alignment of CHClF(2) with respect to acetylene reveals a C-Hπ interaction, with a secondary C-ClH-C interaction also present between the two monomers. The fitted distance between the CHClF(2) hydrogen atom and the center of the triple bond is 2.730(6) Å, the distance between the chlorine atom and the acetylenic hydrogen is 3.061(38) Å, and the C-Hπ angle is 148.2(6)°. In addition, the centrifugal distortion constants give an estimate of the binding energy for the weak interaction of about 4.9(5) kJ mol(-1), in reasonable agreement with several similar complexes.

16.
BMC Health Serv Res ; 6: 44, 2006 Apr 03.
Article in English | MEDLINE | ID: mdl-16584553

ABSTRACT

BACKGROUND: There is widespread interest in measuring healthcare provider attitudes about issues relevant to patient safety (often called safety climate or safety culture). Here we report the psychometric properties, establish benchmarking data, and discuss emerging areas of research with the University of Texas Safety Attitudes Questionnaire. METHODS: Six cross-sectional surveys of health care providers (n = 10,843) in 203 clinical areas (including critical care units, operating rooms, inpatient settings, and ambulatory clinics) in three countries (USA, UK, New Zealand). Multilevel factor analyses yielded results at the clinical area level and the respondent nested within clinical area level. We report scale reliability, floor/ceiling effects, item factor loadings, inter-factor correlations, and percentage of respondents who agree with each item and scale. RESULTS: A six factor model of provider attitudes fit to the data at both the clinical area and respondent nested within clinical area levels. The factors were: Teamwork Climate, Safety Climate, Perceptions of Management, Job Satisfaction, Working Conditions, and Stress Recognition. Scale reliability was 0.9. Provider attitudes varied greatly both within and among organizations. Results are presented to allow benchmarking among organizations and emerging research is discussed. CONCLUSION: The Safety Attitudes Questionnaire demonstrated good psychometric properties. Healthcare organizations can use the survey to measure caregiver attitudes about six patient safety-related domains, to compare themselves with other organizations, to prompt interventions to improve safety attitudes and to measure the effectiveness of these interventions.


Subject(s)
Attitude of Health Personnel , Benchmarking , Psychometrics/instrumentation , Safety Management/organization & administration , Surveys and Questionnaires , Ambulatory Care Facilities , Burnout, Professional/prevention & control , Cross-Sectional Studies , Factor Analysis, Statistical , Health Services Research/methods , Health Services Research/trends , Hospitals , Humans , Job Satisfaction , New Zealand , Organizational Culture , Patient Care Team , Psychometrics/methods , Safety Management/methods , United Kingdom , United States , Workplace/psychology
17.
Am J Trop Med Hyg ; 71(2 Suppl): 97-102, 2004 Aug.
Article in English | MEDLINE | ID: mdl-15331825

ABSTRACT

Kinshasa, the capital of the Democratic Republic of the Congo, has been a perennial malarious area and has grown almost 14 times from 380,000 people in 1960 to 5,293,000 in 2003. The most complete information on malaria prevalence in Kinshasa was first acquired in 1981-1983. Blood smears were obtained from 25,135 children (ages 5-15 years) from 245 schools in 16 of 24 zones. The mean Plasmodium falciparum parasite rate was 17%; the parasite rate was similar for both sexes and was higher (P < 0.001) in older students. The parasite rate varied from 4% (urban zone) to 46% (peri-urban zone). An infant survey confirmed malaria transmission. During the Roll Back Malaria situational analysis in 2000, malaria prevalence was reassessed by the National Malaria Control Program and its partners in schools from selected health zones. A mean parasite rate of 34% was found among school children 5-9 years old. The parasite rate varied from 14% (central urban zone) to 65% (peri urban zone). Plasmodium falciparum was not the only species found, but accounted for more than 97% of the infections. Malaria incidence may have increased in Kinshasa during the last two decades due to difficulties in provision of control and prevention measures. Along with deployment of insecticide-treated bed nets and improved patient management, currently ongoing, other measures that could impact the disease are being considered, including vector control, water management, and proper urban planning.


Subject(s)
Malaria, Falciparum/epidemiology , Malaria, Falciparum/prevention & control , Adolescent , Child , Child Welfare , Child, Preschool , Democratic Republic of the Congo/epidemiology , Female , Humans , Incidence , Infant , Infant, Newborn , Malaria, Falciparum/blood , Malaria, Falciparum/etiology , Male , Prevalence , Schools , Surveys and Questionnaires , Urban Health
18.
Pediatr Dent ; 25(5): 479-84, 2003.
Article in English | MEDLINE | ID: mdl-14649612

ABSTRACT

PURPOSE: This study assessed the association of caries, plaque accumulation, gingival health, and antiretroviral therapy (AT) with oral lesion prevalence in human immunodeficiency virus (HIV)-infected Romanian children. METHODS: A convenience sample of HIV-infected children who received dental care in 2 hospitals were evaluated for oral lesions, caries (dfs+DFS/total teeth present), plaque (PI, Silness and Löe), and gingival indices (GI, Löe and Silness). Oral lesions were grouped as: (1) extraoral herpetic infections; (2) parotid gland swelling; (3) oral ulcerative lesions; and (4) fungal infections. A standardized operator performed the examinations and photographed the oral lesions for confirmation. Age, gender, and use of AT were documented. Data were analyzed by logistic and multiple regression, Pearson correlation and t test (P<.05). RESULTS: One hundred four children (mean age=11.7 years) were evaluated. Fungal infections were associated with increased caries rate (P=.002; OR=2.5) and increased GI (P=.01; OR=7.6). Caries, PI, and GI were associated with an increase in oral lesions (r=-0.472, P<.001). AT use was associated with decreased caries (P=.001, t test), but was not associated with decreased oral lesion prevalence. CONCLUSIONS: Oral lesions, especially candidiasis, are more common in HIV-infected children with higher caries experience, gingival inflammation, and plaque accumulation. In children with limited access to medical care, the role of oral health appears to be important for decreasing the risk of common opportunistic infections.


Subject(s)
Dental Caries/complications , Dental Plaque/complications , Gingival Diseases/complications , HIV Infections/complications , Adolescent , Anti-Retroviral Agents/therapeutic use , Candidiasis, Oral/complications , Cheilitis/complications , Child , DMF Index , Dental Plaque Index , Female , Gingivitis, Necrotizing Ulcerative/complications , HIV Infections/drug therapy , Herpes Simplex/complications , Humans , Logistic Models , Male , Odds Ratio , Oral Ulcer/complications , Parotitis/complications , Periodontal Index , Romania
19.
Am J Trop Med Hyg ; 68(4 Suppl): 23-9, 2003 Apr.
Article in English | MEDLINE | ID: mdl-12749482

ABSTRACT

A group-randomized controlled trial of insecticide (permethrin)-treated bed nets (ITNs) was conducted in an area of high perennial malaria transmission in western Kenya to test the effect of ITNs on all-cause mortality in children 1-59 months of age. Child deaths were monitored over a two-year period by biannual household census in Asembo (1997-1998) and in Gem (1998-1999). Overall, 1,722 deaths occurred in children 1-59 months followed for 35,932 child-years. Crude mortality rates/1,000 child-years were 51.9 versus 43.9 in control and ITN villages in children 1-59 months old. The protective efficacy (PE) (95% confidence interval) adjusted for age, study year, study site, and season was 16% (6-25%). Corresponding figures in 1-11- and 12-59-month-old children in control and ITN villages were 133.3 versus 102.3, PE = 23% (11-34%) and 31.1 versus 28.7, PE = 7% (-6-19%). The numbers of lives saved/1,000 child-years were 8, 31, and 2 for the groups 1-59, 1-11, and 12-59 months old, respectively. Stratified analysis by time to insecticide re-treatment showed that the PE of ITNs re-treated per study protocol (every six months) was 20% (10-29%), overall and 26% (12-37%) and 14% (-1-26%) in 1-11- and 12-59-month-old children, respectively. ITNs prevent approximately one in four infant deaths in areas of intense perennial malaria transmission, but their efficacy is compromised if re-treatment is delayed beyond six months.


Subject(s)
Bedding and Linens , Insecticides/pharmacology , Malaria/prevention & control , Permethrin/pharmacology , Child , Child, Preschool , Confidence Intervals , Geography , Humans , Infant , Kenya/epidemiology , Malaria/epidemiology , Malaria/mortality , Seasons
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