1.Application of central composite experimental design for the formulation and optimization of meropenem loaded chitosan-alginate nanoparticles
Clinton B. Gomez ; Jan Vonrich M. Huna ; Merrene Bright D. Judan ; Carl Edward F. Pahuyo
Philippine Journal of Health Research and Development 2024;28(1):32-36
Background:
Response surface methodology (RSM) is a cost-effective multivariate technique employed in optimization of pharmaceutical formulations. Central composite experiment design is one of the common designs under RSM used for determining optimum nanoparticle formulation parameters.
Objectives:
To optimize a formulation for meropenem-loaded chitosan alginate nanoparticles using central composite experimental design.
Methodology:
Meropenem loaded chitosan-alginate nanoparticles were fabricated using aqueous sodium alginate solution and ionotropic gelation with calcium chloride and chitosan, using an optimized formulation derived from a central composite design. The fabricated Mer-CS/Alg NPs were characterized for their particle size, zeta potential, encapsulation efficiency, and loading capacity. The central composite design has been used to adequately assess the influence of two factors namely meropenem concentration and Alg/CS mass ratio on the responses based on a limited number of 13 triplicate formulation runs.
Results:
This study successfully formulated meropenem-loaded chitosan/alginate nanoparticles. The optimal formulation of the Mer- CS/Alg NPs was 1.7 mg/mLcurcumin, and a Alg/CS mass ratio of 9.8:1. Based on the predicted values of the response variable, the optimal formulation would have a particle size of 490.64 nm, zeta potential of -28.59 mVand a loading capacity of 76.89%.
Conclusion
The central composite experimental design successfully optimized the nanoparticle formulation of meropenem and chitosan/alginate polymer solution. The optimum formulation produced nanoparticles with adequate size, high stability, and high drug load.
Meropenem
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Nanoparticles
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Research Design
2.Accuracy of the daily dengue severity score in assessing disease severity in children
Mary Ann G. Abella ; Belle M. Ranile
Pediatric Infectious Disease Society of the Philippines Journal 2024;25(2):69-79
BACKGROUND
Dengue is a global health concern, particularly in tropical regions such as the Philippines. In 2019,Cebu City reported the highest number of dengue cases in Central Visayas with 3,290 cases and 20 deaths, an 11.8% increase compared to 20181 . To help predict disease outcomes and provide timely management, a scoring system, the Daily Dengue Severity Score (DDSS)² was utilized.
OBJECTIVETo determine the clinicodemographic profile of dengue patients, determine the accuracy of the DDSS in assessing disease severity, and determine a cut off score that suggests severe dengue.
METHODSPatients 1 month to 18 years admitted for dengue at Perpetual Succour Hospital from January 2018 to December 2020 were included. Cases were classified as Dengue without Warning Signs, Dengue with Warning Signs, and Severe Dengue, and scored using the DDSS. Statistical analysis used were Geometric mean and Area Under the Receiver Operating Characteristic (AUROC) curves to analyze the discriminative performance of the DDSS among the different disease severity states.
RESULTSOut of 327 cases, 34 were classified as Dengue without Warning Signs, 271 Dengue with Warning Signs, and 22 Severe Dengue. The highest mean DDSS was 17.7 ±14.0 at Day -4 among those with Severe Dengue, and the lowest mean DDSS was 1.1 ± 2.0 at Day +3 among those with Dengue without Warning Signs. A cut off point of 10 on Day -1 predicted subsequent Severe Dengue among patients with Dengue with Warning Signs. In 91.39% of cases, there was a significant relationship between the DDSS and dengue classification, and the higher the DDSS, the more severe the disease.
CONCLUSIONMajority of dengue patients were males, aged 8.1 to 9.2 years. DDSS showed 66.67% sensitivity, 92.86% specificity, a positive likelihood ratio of 9.3, and a cutoff of 10 is predictive of severe dengue among patients with dengue with warning signs.
Human ; Dengue ; Scoring Methods ; Research Design ; Patient Monitoring ; Monitoring, Physiologic
3.Medical and social domains of ageing research in Singapore (2008-2018): a scoping review.
Chen Hee TAM ; Elaine Qiao Ying HO ; Sumali Subhashini HEWAGE ; Shilpa TYAGI ; Gerald Choon Huat KOH
Singapore medical journal 2024;65(1):30-37
INTRODUCTION:
This scoping review examined the number, types and characteristics of journal publications on ageing in Singapore from 2008 to 2018 to determine how ageing research in medical and social domains in Singapore has transformed over time.
METHODS:
Using relevant search terms, articles were extracted from multiple databases and then screened and reviewed for eligibility and inclusion by independent reviewers. Data such as article title, authors, year of publication, name of journal, type of journal, study design and the kind of data used were charted from the included articles for evidence synthesis.
RESULTS:
Since 2008, there has been a steady increase in the number of publications on ageing in medical and social domains in Singapore. In the medical domain, publications on Ophthalmology (22%) made up the largest proportion of the existing medical literature on ageing in Singapore, followed by Physical Functioning (17%), which involved physiological measurements of physical well-being, and Geriatrics (16%). Non-medical publications comprised 38% of all the included publications, with publications on the social aspects of ageing (43%) forming the largest group in this cluster, followed by publications on Prevention (19%) and Healthcare services (18%). The study design was mostly observational (82%), with only 3% of interventional studies.
CONCLUSION
While ageing research had expanded in Singapore in the last decade, it was predominantly discipline specific and observational in design. As ageing issues are complex, with biology intersecting with psychology and sociology, we call for greater interdisciplinary collaboration, the conduct of more interventional studies, as well as more research in understudied and emerging areas.
Humans
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Singapore
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Aging
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Geriatrics
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Research Design
4.How to conduct and write a qualitative study
Ma. Rosario Bernardo-lazaro ; John Michael D. Deblois ; Teri Marie Laude
The Filipino Family Physician 2024;62(2):333-341
Qualitative research is a type of research that provides deeper insights into real-world problems. It gathers participants’ experiences, perceptions, and behaviours and answers the how’s and whys instead of how many or how much. It could be structured as a stand-alone study, purely relying on qualitative data or it could be part of mixed-methods research that combines qualitative and quantitative data. Some of the most common methodologies being used in qualitative research include ethnography, grounded theory, phenomenological study, narrative study, historical study and case studies. This article aimed to discuss how to conduct a qualitative study. The steps in conducting a qualitative study include: 1) Create a purpose statement; 2) Formulate the Research Questions; 3) Perform a Literature Review; 4) Choose a qualitative research methodology to use; 5) Identify and Select the Study Population; 6) Develop the data collection procedure; 7) Collect the data and 8) Analyze the data, which if using thematic analysis, can include writing the final report. In writing and appraising qualitative studies, the Consolidated Criteria for Reporting Qualitative Studies (COREQ) can serve as a useful guide. Lastly, like in quantitative studies, researchers doing qualitative studies should be aware of the ethical issues involved in their work, anticipate possible ethical concerns, craft protection strategies, and make the necessary referrals to research ethics committees, appropriate organizations, and other agencies if the need arises.
Human ; Research Design ; Qualitative Research
5.Clinical prospects and research strategies of long non-coding RNA encoding micropeptides.
Xinyi WANG ; Zhen ZHANG ; Chengyu SHI ; Ying WANG ; Tianhua ZHOU ; Aifu LIN
Journal of Zhejiang University. Medical sciences 2023;52(4):397-405
Long non-coding RNAs (lncRNAs) which are usually thought to have no protein coding ability, are widely involved in cell proliferation, signal transduction and other biological activities. However, recent studies have suggested that short open reading frames (sORFs) of some lncRNAs can encode small functional peptides (micropeptides). These micropeptides appear to play important roles in calcium homeostasis, embryonic development and tumorigenesis, suggesting their potential as therapeutic targets and diagnostic biomarkers. Currently, bioinformatic tools as well as experimental methods such as ribosome mapping and in vitro translation are applied to predict the coding potential of lncRNAs. Furthermore, mass spectrometry, specific antibodies and epitope tags are used for validating the expression of micropeptides. Here, we review the physiological and pathological functions of recently identified micropeptides as well as research strategies for predicting the coding potential of lncRNAs to facilitate the further research of lncRNA encoded micropeptides.
Female
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Pregnancy
;
Humans
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RNA, Long Noncoding/genetics*
;
Research Design
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Antibodies
;
Carcinogenesis
;
Micropeptides
6.Discussion and Concern on Animal Study for Orthopaedic Implantable Devices.
Jiazhen ZHANG ; Bao ZHAI ; Ruhan A ; Le JIN ; Yajuan GUO ; Xinli SHI
Chinese Journal of Medical Instrumentation 2023;47(5):550-556
In recent years, new orthopaedic implantable devices continue to emerge, which require higher requirements for technical evaluation. Animal study is an important part of the research and development process for the new orthopedic implantable devices, which provides relevant evidence for product design and stereotyping. By introducing the purpose of animal study, and the application of 3R principle (replacement, reduction, refinement) in this field, we summarize the concern on the animal study, in order to provide reference for the development and research of new orthopedic implantable devices and biomaterials. At the same time, the application of evidence-based research methods such as systematic review in the field is introduced, which provides new tools and approaches for the technical review and regulatory science.
Animals
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Orthopedics
;
Biocompatible Materials
;
Prostheses and Implants
;
Research Design
7.Investigation of medical humanistic practice ability of nurses and factors affecting their practices: a questionnaire-based analysis of 1196 cases in a general hospital in Hunan Province.
Ling ZHANG ; Jun LI ; Ming YANG ; Qiong ZHANG ; Xiu Ying WU ; Qing Xia WANG
Journal of Southern Medical University 2023;43(1):139-144
OBJECTIVE:
To investigate humanistic practice ability of nurses in a general hospital in Hunan Province and analyze the factors affecting their practices to provide evidence for interventions to improve humanistic practice ability of the nurses.
METHODS:
A total of 1196 nurses were surveyed using a self-designed questionnaire and a nurse humanistic practice ability assessment scale questionnaire for assessment of their abilities for humanistic care practice, psychological adjustment, interpersonal communication, self-management, ethics and legal practice. Univariate and multivariate analyses were performed for analysis of the factors affecting the practice abilities of the nurses.
RESULTS:
The total score of humanistic practice ability of the 1196 nurses was 105.69±16.45 (the full score of the scale was 130), and the scores of humanistic care practice ability, psychological adjustment ability, interpersonal communication ability, self-management ability, ethics and legal practice ability were 40.95±6.46, 16.41±2.66, 16.41±2.66, 11.32±2.05 and 12.43±2.00, respectively. Univariate analysis and multiple linear regression analysis showed that gender (P=0.033), age (P < 0.001), department (P=0.015), working years (P < 0.001), professional title (P < 0.001), first academic degree (P < 0.001), highest academic degree (P < 0.001), family location (P=0.010), marital status (P=0.023), number of patients to care for (P=0.022), number of children (P=0.001), previous humanities related training (P < 0.001), training times (P < 0.001), and care received from family members (P < 0.001) and colleagues (P < 0.001) were all the factors affecting humanistic practice ability of the nurses. Among these factors, age, working in department of obstetrics and gynecology and emergency department, professional title, humanities training, and care from family and colleagues explained 20.7% of the variance.
CONCLUSION
The humanistic practice ability of nurses in this general hospital is above the average level, but their self-management ability needs to be improved. Intervention measures should be implemented to improve the nurses' humanistic practice ability including more attentions to the key groups and departments, strengthening the training of humanistic practice ability, and improving the promotion assessment system.
Child
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Female
;
Pregnancy
;
Humans
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Hospitals, General
;
Emergency Service, Hospital
;
Multivariate Analysis
;
Research Design
8.Statistical methods of unmeasured confounder control based on negative control theory.
Chinese Journal of Epidemiology 2023;44(7):1133-1138
Controlling unmeasured confounders in non-randomized controlled studies is challenging. Negative control theory is based on the theoretical concept that the test result of negative controls must be negative. Setting appropriate negative control incorporates the specificity of association into population studies for the identification and control of unmeasured confounders. This paper explains the principles to control unmeasured confounders using negative control theory from a statistical perspective. A detailed introduction of derived methods based on negative control theory is also introduced, including adjusted standardized mortality ratio method, calibrating P-value method, generalized difference-in-difference model and double negative control method. The reasonable application of those derived methods is also comprehensively summarized based on representative case studies. Negative control is an important statistical design to identify, revise and control unmeasured confounders and a valuable method for comparative effectiveness research based on real-world data.
Humans
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Confounding Factors, Epidemiologic
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Research Design
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Comparative Effectiveness Research
;
Bias


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