Fusarium species are common plant pathogens present in the environment but can cause invasive infections in immunocompromised patients, especially those with haematologic malignancies and bone marrow transplant recipients1. Tissue and blood cultures are especially important as they offer a high diagnostic yield in invasive fusariosis2-3. Amphotericin B has been used as the mainstay of treatment4 although resistant rates are high, especially in Fusarium solani species5. The treatment outcome is also closely related to rate of recovery of neutropenia

Objectives: Different complex strategies of fusing handcrafted descriptors and features from convolutional neural network (CNN) models have been studied, mainly for two-class Papanicolaou (Pap) smear image classification. This paper explores a simplified system using combined binary coding for a five-class version of this problem. Methods: This system extracted features from transfer learning of AlexNet, VGG19, and ResNet50 networks before reducing this problem into multiple binary sub-problems using error-correcting coding. The learners were trained using the support vector machine (SVM) method. The outputs of these classifiers were combined and compared to the true class codes for the final prediction. Results: Despite the superior performance of VGG19-SVM, with mean ± standard deviation accuracy and sensitivity of 80.68% ± 2.00% and 80.86% ± 0.45%, respectively, this model required a long training time. There were also false-negative cases using both the VGGNet-SVM and ResNet-SVM models. AlexNet-SVM was more efficient in terms of running speed and prediction consistency. Our findings also showed good diagnostic ability, with an area under the curve of approximately 0.95. Further investigation also showed good agreement between our research outcomes and that of the state-of-the-art methods, with specificity ranging from 93% to 100%. Conclusions We believe that the AlexNet-SVM model can be conveniently applied for clinical use. Further research could include the implementation of an optimization algorithm for hyperparameter tuning, as well as an appropriate selection of experimental design to improve the efficiency of Pap smear image classification.

BACKGROUND: The Clinic for the Therapy Services (CTS) has considered reverting to face-to-face service delivery due to the downward trend in COVID-19 cases in the Philippines. However, the clinic has yet to investigate the willingness of the clients to this mode as a basis for its effective implementation. OBJECTIVES: The study described the readiness of CTS clients in returning to face-to-face therapy amidst the pandemic. It also discussed the factors affecting readiness based on a survey. METHODOLOGY: Fifty-five screened survey responses on the readiness of clients in returning to face-to-face therapy were gathered from January 30 to February 28, 2021. These underwent retrospective data analysis. Eight prospective online key informant interviews were conducted for clarifications in May 2022. This study utilized a descriptive analysis of quantitative categorical variables and a thematic content analysis of qualitative data. RESULTS: The majority of the respondents (35) stated readiness to attend face-to-face therapy followed by those who answered “No” (11), “Maybe” (5), and others (4). Factors that may have affected readiness included travel, characteristics of face-to-face therapy, health conditions, vaccine, and COVID-19 concerns. Frequently preferred health and safety strategies were the provision of hygiene products, disinfection, limited people inside the clinic, separate therapy areas, and ventilation. CONCLUSION Most of the respondents expressed willingness to receive face-to-face therapy in April or May of 2021. Feasibility of travel and decreased number of COVID-19 cases may have encouraged willingness to attend. Those who were hesitant reported concerns with traveling, characteristics of face-to-face therapy, health conditions, the COVID-19 situation, and the vaccine.
rehabilitation ; COVID-19

Background. Anxiety and depression are becoming increasingly prevalent today and are often aggravated by day-to-day stresses. Because current management strategies are usually accompanied by unpleasant side effects, there is a need to look into alternative treatment regimens - such as prebiotics - that may provide equally effective anxiolytic and antidepressant effects.

Objective. Therefore, the study aims to determine the effect of a combined fructooligosaccharide (FOS) and galactooligosaccharide (GOS) supplemented diet on anxiety and depression levels in mice subjected to Unpredictable Chronic Mild Stress (UCMS).

Methods. Forty male BALB/C mice were subjected to UCMS under a pretest-posttest control group design where the treatment group received prebiotic supplementation throughout the study. Repeated measures ANOVA was run to evaluate between, within, and time interactions of the measured anxiety parameters using the light-dark box test, and depression parameter using the fur coat state assessment.

Results. Results show that (1) the FOS + GOS treatment did not give the treatment group an advantage over the control group during UCMS, (2) both groups grew more anxious and depressed over time, and (3) the treatment group grew more anxious with time in relation to control in terms of the total time spent in the light side.

Conclusion. These imply that the UCMS protocol was successful in inducing stress in mice, but the FOS + GOS regimen failed to provide anxiolytic and antidepressant effects on male BALB/C mice exposed to UCMS.

Objectives Workers are continuously exposed to occupational hazards and risks. By analyzing recent data on the status of occupational safety and health (OSH) in the Philippines, this study aimed to determine the common occupational injuries and diseases among Filipino workers, and preventive and control measures/activities and occupational safety and health policies and programs implemented across the country.
occupational medicine ; occupational health ; public health ; preventive medicine

There is evidence that a substantial part of genetic predisposition to prostate cancer (PCa) may be due to lower penetrance genes which are found by genome-wide association studies. We have recently conducted such a study and seven new regions of the genome linked to PCa risk have been identified. Three of these loci contain candidate susceptibility genes: MSMB, LMTK2 and KLK2/3. The MSMB and KLK2/3 genes may be useful for PCa screening, and the LMTK2 gene might provide a potential therapeutic target. Together with results from other groups, there are now 23 germline genetic variants which have been reported. These results have the potential to be developed into a genetic test. However, we consider that marketing of tests to the public is premature, as PCa risk can not be evaluated fully at this stage and the appropriate screening protocols need to be developed. Follow-up validation studies, as well as studies to explore the psychological implications of genetic profile testing, will be vital prior to roll out into healthcare.
Genetic Predisposition to Disease ; genetics ; Genetic Testing ; Humans ; Kallikreins ; genetics ; Male ; Membrane Proteins ; genetics ; Prostatic Neoplasms ; diagnosis ; genetics ; Prostatic Secretory Proteins ; genetics ; Protein-Serine-Threonine Kinases ; genetics ; Risk Factors

Introduction : The increasing prevalence of children in conflict with the law is a problem in Metro Manila. This study aimed to understand the factors, specifically parental discipline, peer delinquency, and neighborhood disorganization that predispose a child to engage in delinquent acts. Methods: This was a correlational study in which children in conflict with the law who were institutionalized at the Manila Youth Reception Center were surveyed. The subjects were given three sets of questionnaires which measured parental discipline, peer delinquency, and neighborhood disorganization, respectively. Spearman's rho correlation coefficient was computed using SPSS. Results: Delinquent behavior is very weakly and positively correlated with peer delinquency (r = 0.18) and neighborhood status (r = 0.10), and is very weakly and inversely correlated with parental discipline (r - -0.10. These correlations were not statistically significant. Conclusion The study showed that parental discipline, peer delinquency, and neighborhood disorganization may influence a child's delinquent behavior.
Child, Institutionalized ; Parents

Background and Objectives: Tuberculosis (TB) remains a public health problem in the Philippines despite trends indicating a decline in the burden of disease. Persons who use drugs who are confined in government-retained drug abuse treatment and rehabilitation centers (DATRCs) face an increased risk for TB because of the congestion in the facility coupled with the absence of guidelines on TB management specific to DATRCs. Thus, this study was conducted to document the current case finding and case holding practices as well as TB treatment pathway in six (6) Luzon-based, government-retained DATRCs.

Methods: Key informant interviews were conducted with DATRC personnel involved in TB diagnosis and management in six selected DATRCs in Luzon, Philippines. Interviews were transcribed and coded for thematic analysis. We compared the DATRC practices with the provisions of the 2014 National TB Control Program (NTP) Manual of Procedures. Results were validated through a workshop with (a) a group of physicians and rehabilitation practitioners assigned in other DATRCs; and (b) a group of experts who have experience in managing or overseeing DATRCs in the country.

Results: Two physicians and four nurses participated in the interviews. Variations in case finding and case holding practices in six DATRCs have been found. National guidelines exist for congregate settings but are more specific to jails/prisons, which are administratively and operationally different from DATRCs.

Conclusion: Development of special guidelines for TB case finding and case holding in DATRCs as well as staff training on the latest NTP Manual of Procedures are recommended. However, gaps and inequities posed by the current set-up underscore the need to address health system-wide factors affecting the practice and performance of these facilities.

Key Words: tuberculosis, case finding, case holding, drug abuse treatment and rehabilitation centers, Philippines

Background: There is an increasing trend of obesity in the Philippines with approximately 28.8% of adults considered overweight and 9.6% obese. This is presumably due to a shift in eating patterns towards dining out in restaurants and fast food chains for their convenience. Excess fast food consumption results in diets that are calorie dense yet nutritionally deficient due to their high levels of fat, sugar, and salt leading to increased prevalence of associated diseases such as Type 2 diabetes and cardiovascular diseases. Objective: The researchers determined the effect of presenting the caloric information of fast food items on the total calories ordered among college students in private and public higher education institutions in Quezon City. Methodology: A double-blind experimental research was performed with 179 students by convenience sampling. The participants were randomly assigned to a control group (without caloric labels) and an experimental group (with caloric labels). An online questionnaire was sent to each subject containing their menu and order form along with questions on their demographical data (age, sex, food allowance, BMI, physical activity). Results: Using single linear regression, none of the demographic characteristics were found to be confounding variables. Using multiple linear regression analysis, it was found that the experimental group ordered significantly less calories (p-value = 0.013). Conclusion The results of the study conclude that those presented with calorie labels ordered less calories than the control.
Fast Foods