1.Research on the screening efficiency of Thalassemia based on an automated evaluation software.
Jun HU ; Huan LIANG ; Limei DUAN ; Jianqiang GAO
Chinese Journal of Medical Genetics 2026;43(4):281-287
OBJECTIVE:
To explore the efficacy of a Thalassemia risk assessment software for the screening of thalassemia mutation carriers and distribution of thalassemia genotypes detected by screening.
METHODS:
A total of 6 040 individuals were evaluated at Leshan Maternal and Child Health Care Hospital between 2022 and 2024 using the commonly used clinical thalassemia risk assessment method and the thalassemia screening software, respectively, and the performance indicators of the two methods were compared and analyzed against the result of thalassemia gene testing. This study was approved by the Ethics Committee of our hospital (Ethics No.: LfyLL[2022]005).
RESULTS:
The high-risk rate by the thalassemia screening software was 11.19%, with a sensitivity of 95.12%, specificity of 93.28%, positive predictive value of 43.20%, negative predictive value of 99.72%, and the area under the ROC curve (AUC) was 0.942. The thalassemia gene detection rate of the high-risk samples screened was 4.83%. The high-risk screening rate of the conventional method was 2.50%, with a sensitivity of 51.22%, specificity of 93.28%, positive predictive value of 80.79%, negative predictive value of 97.40%, and the AUC was 0.754. The thalassemia gene detection rate of the high-risk samples was 2.02%.
CONCLUSION
The software can effectively detect thalassemia carriers and significantly reduce the missed detection compared with conventional method, thereby significantly improve the efficacy of screening.
Humans
;
Thalassemia/diagnosis*
;
Software
;
Female
;
Genetic Testing/methods*
;
Male
;
Mutation
;
Adult
;
Genotype
;
ROC Curve
;
Risk Assessment
2.A cross-sectional study on the prevalence and risk factors of erectile dysfunction among young and middle-aged male patients with diabetes mellitus at a Tertiary Hospital in Manila.
Edmond R. DAVID ; Elaine C. CUNANAN ; Erick S. MENDOZA
Journal of Medicine University of Santo Tomas 2026;10(1):1827-1836
This study aims to determine the prevalence of erectile dysfunction (ED) and identify its associated risk factors among young and middle-aged Filipino male patients diagnosed with diabetes mellitus. This study utilized a cross-sectional design to investigate the prevalence and associated factors of ED among male patients with diabetes. A total of 423 participants were recruited from clinical settings using purposive sampling. Data were collected using structured interviews and medical records, including demographics, comorbidities and laboratory results. Among 423 male diabetic patients, 78% were found to have ED. Patients with ED were significantly older (median: 49.5 versus 42 years, p<0.001), had higher body mass index (BMI), longer diabetes duration and more comorbidities. Univariable logistic regression showed that age (OR: 1.06, p<0.001), diabetes duration (OR: 1.11, p<0.001), hypertension (OR: 1.62, p = 0.042), dyslipidemia (OR: 1.75, p = 0.022), elevated HbA1c (>9.0%; OR: 3.43, p = 0.034) and serum creatinine (OR: 1.01, p = 0.008) were significantly associated with ED. However, none remained significant in the multivariable model. Male Filipino patients with diabetes have a significant burden of ED. Results of the univariable models show that age, duration of diabetes, hypertension, dyslipidemia, HbA1c and serum creatinine are significant individual predictors of ED.
Human ; Male ; Adolescent: 13-18 Yrs Old ; Young Adult: 19-24 Yrs Old ; Adult: 25-44 Yrs Old ; Middle Aged: 45-64 Yrs Old ; Aged: 65-79 Yrs Old ; Tertiary Care Centers ; Risk Factors ; Risk ; Medical Records ; Erectile Dysfunction ; Diabetes Mellitus ; Philippines
3.Validation of the american diabetes association risk screening form in a Tertiary Government Hospital employees.
Francis P. BESAS ; Monikka PASAWA
Philippine Journal of Internal Medicine 2026;64(1):33-42
BACKGROUND
This study was inspired by the increasing cases of Diabetes Mellitus II (DM II) and the drive to strengthen early detection and intervention. The study specifically examined the American Diabetes Association (ADA) Risk Screening Form to detect DM and its potential as a cost-effective alternative to the standard screening criteria using Fasting Plasma Glucose (FPG) and 2-hour Oral Glucose Tolerance Test (OGTT).
METHODOLOGYIt utilized observational, cross sectional, descriptive, comparative design conducted among 269 hospital employees in a tertiary hospital. All participants were examined using the ADA Risk Screening Form and underwent standard test of FPG and 2-hour OGTT. Mean and standard deviation, frequency and percentage, and Mann-Whitney test were used in the treatment of data.
RESULTSThe clinicodemographic profile of the employees showed that most of the personnel belonged to age old (66.5%). Among the employees, 159 were females (66.5%) and 110 were males (59.1%). Additionally, most of the
personnel do not have hypertension (73.2%) and are physically active (56.1%) however most were noted to be overweight
(48.3%) and have family history of diabetes (45%). Furthermore, majority of the females did not have a history of gestational
diabetes mellitus (37.2%). The results revealed that most of the personnel were identified under decreased risk using the
ADA screening form and are non-diabetic (79.18%) using the laboratory test, whereas those pre-diabetic and diabetic
accounted 13.38% and 7.43% respectively. The results showed sensitivity of ADA Risk Screening Tool for DM Type 2
alongside the results of FPG and OGTT 30.4 and 25.7 respectively, specificity (87.3, 87.7), positive predictive value (38.6,
44.2), negative predictive value (82.7, 75.7), and accuracy (75.5, 70.6). Lastly, the results revealed that the use of ADA
screening tool showed no difference with the use of FPG with p-value of 0.095 and OGTT with p-value of 0.118.
Human ; Male ; Female ; Adult: 25-44 Yrs Old ; Middle Aged: 45-64 Yrs Old ; Association ; Form ; Government ; Hospitals ; Mass Screening ; Occupational Groups ; Risk
4.Risk factors of presence and severity of diabetic retinopathy in a Tertiary Hospital.
Gertrude Camille Crisostomo REYES ; Mark Henry JOVEN
Philippine Journal of Internal Medicine 2026;64(1):43-55
BACKGROUND
Diabetic retinopathy (DR) remains to be the leading cause of blindness worldwide. Traditionally, risk factors such as diabetes duration, HbA1c levels, hypertension and dyslipidemia have been closely linked to the development of this condition. However, recent research suggests that these factors account for only a portion of DR cases. Emerging studies highlight additional potential risk factors including diabetic nephropathy, insulin use, and body mass index -though data on these factors remain limited and at times contradictory. While there have been a few local studies exploring some of these variables, none have comprehensively examined how these factors collectively influence the occurrence and severity of diabetic retinopathy. This study aims to asses both the factors associated with presence and occurrence of diabetic retinopathy.
METHODOLOGYThis analytical cross-sectional study included patients with diabetes (n=201, aged 18 years and older) who underwent fundus photography at The Medical City Ortigas between January 1, 2022, and December 31, 2022. Data collection involved a thorough review of patient records, which provided demographic information and details on potential risk factors. The presence and severity of diabetic retinopathy (DR) were assessed based on fundus photography results, as interpreted by ophthalmologists. To evaluate the statistical significance of the association between risk factors and DR status, logistic regression analysis was done
RESULTSDuration of diabetes (odds ratio [OR] 1.07; 95% CI, 1.01-1.13 per year increase), HBA1c (OR 1.4; 95% CI, 1.1-1.86),
fasting blood sugar (OR 1.4; 95% CI, 0.977-0.998), hypercholesterolemia (OR 5.02; 95% CI 1.67-16.44) and presence of
nephropathy (OR 3.39; 95% CI 1.49-8) were correlated with diabetic retinopathy.
The presence of diabetic retinopathy was significantly associated with several clinical factors. Each additional year of diabetes mellitus duration was associated with a 1.07-fold increase in the likelihood of DR. Additionally, each 1% increase in HbA1c was linked to a 1.40-fold increase in DR risk. The presence of diabetic nephropathy and hypercholesterolemia were also strong predictors, associated with a 3.39-fold and 5-fold increase in the likelihood of DR, respectively. Glycemic control, dyslipidemia and nephropathy appear to be associated with more severe forms of diabetic retinopathy. Clinicians handling diabetes patients with this patient profile should be wary of this diabetes complication.
Human ; Male ; Female ; Adolescent: 13-18 Yrs Old ; Young Adult: 19-24 Yrs Old ; Adult: 25-44 Yrs Old ; Diabetic Retinopathy ; Hospitals ; Risk ; Risk Factors ; Tertiary Care Centers
5.Pattern of lymph node metastasis and p53 abnormal (p53abn) expression in preoperative early-stage endometrial cancer: A 5-year institutional experience.
Angeli Anne C. ANG ; Carolyn R. ZALAMEDA-CASTRO ; Cecile C. DUNGOG ; Michele H. DIWA ; Karen Cybelle J. SOTALBO
Acta Medica Philippina 2026;60(8):98-106
BACKGROUND
Early-stage endometrial cancer often presents with favorable survival rates, but high-risk factors, including TP53 mutations and high-grade serous pathology, can lead to recurrence and poor prognosis. The standard primary treatment for endometrial cancer is surgical staging, and lymph node metastases significantly impact adjuvant therapy decisions. The subgroup of p53-abnormal (p53abn) indicates the worst prognosis and potential benefits from adjuvant chemotherapy. Molecular classification, while recommended, faces practical challenges due to resource constraints.
OBJECTIVESThe study aimed to assess the incidence of p53 abnormal expression in clinical stage 1 endometrial cancer cases that underwent surgery at a government tertiary hospital, and assess its relationship with clinicopathologic factors and pelvic and paraaortic lymph node metastasis (LNM).
METHODSA cross-sectional retrospective analysis was conducted on clinical early-stage endometrial cancer cases that underwent surgical primary treatment between January 2018 and December 2022. Patient records were reviewed to gather demographics, surgical information, and pathological evaluations. Preoperative clinical staging was determined through imaging, and surgical staging involved comprehensive lymphadenectomy. Immunohistochemistry studies for p53 were carried out on formalin-fixed paraffin-embedded tissue samples.
RESULTSA total of 233 endometrial cancer cases were included. The mean age at diagnosis was 53.7 years. Common comorbidities included hypertension (47.2%) and dyslipidemia (20.6%). Most cases were endometrioid histology (82.8%) and low-grade tumors (85.8%). Tumor grade (p=0.010), myometrial invasion (pCONCLUSION
Tumor grade, myometrial invasion, and LVSI were all significantly associated with lymph node involvement. While p53 immunohistochemical stains show promise in predicting metastasis and has been associated with tumor aggressiveness, this should still be correlated with clinicopathological parameters to carry out a more accurate risk stratification of early-stage patients.
Therapeutics ; Survival Rate ; Risk Factors ; Recurrence ; Prognosis ; Pathology ; Endometrial Neoplasms ; Immunohistochemistry ; Tumor Suppressor Protein P53 ; Lymph Node Excision ; Risk Assessment
6.Perspectives of University of Santo Tomas (UST) administrators toward the use of artificial intelligence (AI) in higher education: A study protocol.
Jose Ma. Rafael RAMOS ; Reinaluz MANALO ; Les CADUYAC ; Enya LUANSING ; Jazztine JORGE ; Fiona PEREZ ; Breanna SANTOS
Philippine Journal of Allied Health Sciences 2026;9(2):34-39
OBJECTIVES
This study aims to create a study protocol that will explore UST administrators’ perceptions of the benefits and risks of AI use in higher education learning environments.
METHODSA qualitative descriptive design will be employed, using semi-structured interviews with at least fifteen administrators selected through purposive sampling. Audio-recorded interviews will be transcribed verbatim and subjected to thematic analysis using NVivo software
RESULTSAdministrators from different college-level fields perceive and engage with AI across various academic contexts. Exploring these perceptions will allow guidance in the development of coherent, contextually grounded institutional policies that promote responsible GenAI use and support digital leadership in Philippine higher education.
Human ; Artificial Intelligence ; Universities ; Software ; Administrative Personnel ; Intelligence ; Risk ; Policy
7.Risk Stratification and Referral Patterns for Metabolic Liver Disease in Type 2 Diabetes: Real-World FIB-4 Utilization
Calven Fu Hao Lim ; Min Chow ; Jess Jie Ying Ng
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):38-
Introduction:
Metabolic dysfunction–associated steatotic liver disease
(MASLD) is common among patients with type 2 diabetes
(T2D) and increases the risk of cirrhosis, yet fibrosis often
remains clinically silent until hepatic decompensation
occurs. Current diabetes guidelines recommend noninvasive fibrosis risk stratification, such as the fibrosis-4
index (FIB-4), during routine diabetes care, but real-world
adoption remains unclear. This study aimed to evaluate
the implementation of FIB-4 as a risk stratification tool in
patients with T2D.
Methodology:
This was a retrospective study of consecutive patients with
T2D who were seen in the Diabetes Clinic of University of
Malaya Medical Centre in 2023. Patients were identified as
having a higher risk of future cirrhosis based on elevated
FIB-4 ≥1.3.
Results:
The data for 1,009 patients were analyzed, median age
62 (52–71) years, 40.7% male. Elevated FIB-4 was seen in
28.8% (291/1,009). Only 12.0% (35/291) with elevated FIB-4
were referred for further hepatology evaluation, whereas
3.3% (24/718) with low FIB-4 were referred. Among the
patients with elevated FIB-4, those referred were more
likely known to have hepatic steatosis, had higher alanine
aminotransferase, aspartate aminotransferase, gammaglutamyl transferase, and lower low-density lipoprotein cholesterol and platelet count. Over a median follow-up of
1.71 (0.99–1.95) years, totaling 1,440 person-years, two liverrelated events (0.2%) occurred (one each in the elevated
and low FIB-4 group, respectively). Sixteen patients (4.0%)
experienced cardiovascular events, including one patient
(0.6%) in the elevated FIB-4 group and 15 (2.9%) in the low
FIB-4 group.
Conclusion
Despite automated FIB-4 reporting, this risk stratification
tool was underutilized in T2D, resulting in missed
opportunities for early identification and management of
more severe liver disease. Integration of FIB-4 into diabetes
care workflows, alongside structured referral pathways
and clinician education, may improve early detection and
reduce long-term hepatic complications in T2D.
Diabetes Mellitus, Type 2
;
Risk Assessment
;
Liver Diseases
;
Referral and Consultation
8.Risk Assessment for Ramadan Fasting in People With Diabetes in Hospital-Based Diabetes Clinics Using the Updated 2026 IDF-DAR Risk Calculator
Raja Nurazni Raja Azwan ; Chin Voon Tong ; Lisa Mohamed Nor ; Marisa Khatijah Borhan ; Syarifah Syahirah Syed Abas ; Poh Shean Wong ; Ying Jie Tan ; Shartiyah Ismail ; Eunice Yi Chwen Lau ; Yueh Chien Kuan ; Noor Hafis Md Tob ; Shu Teng Chai ; Pei Lin Chan ; Xe Hui Lee ; Wei Wei Ng ; Jin Hui Ho ; Miza Hiryanti Zakaria ; Rabeah Md Zuki ; Wan Mohd Hafez Wan Hamzah ; Melissa Vergis ; Choon Peng Sun ; Vanusha Devaraja Pillai ; Chee Koon Low ; Shazatul Reza Mohd Redzuan ; Xin-Yi Ooi ; Siti Sanaa Wan Azman ; Deviga Lachumanan ; Saiful Shahrizal Shudim ; Zanariah Hussein
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):42-43
Introduction:
The 2021 IDF-DAR risk calculator had been previously
evaluated in multiple studies and subsequently widely
accepted and applied in clinical practice as a practical
standardized tool for patient risk stratification. Recently
updated, the 2026 IDF-DAR Risk calculator enables a more individualized, evidence-related evaluation of patientrelated and disease-related risk factors, incorporating
modern diabetes technologies, including continuous
glucose monitoring (CGM), automated insulin delivery
(AID) systems, and advanced insulin formulations to
enhance risk stratification. This tool allows medical
professionals to tailor Ramadan practices based on overall
factors toward promoting safe fasting.
Methodology:
This prospective multicentre observational study recruited
adults with Type 1 and Type 2 diabetes attending public
hospitals nationwide. People with diabetes (PwD) intending
to perform Ramadan fasting were invited to participate
and assessed using the 2026 IDF-DAR Risk Calculator in
the 6-week pre-Ramadan period between 30th January and
19th March 2026.
Results:
A total of 458 PwD were evaluated and stratified into low
(15.7%), moderate (41%), and high risk (43.3%) categories.
Most participants had Type 2 diabetes (83.6%), with 60.3%
having a disease duration exceeding 10 years and 43%
exhibiting poor glycemic control (hemoglobin A1c >9%).
Insulin therapy was used by 76.4% of participants, including
two individuals with Type 1 diabetes using AID systems.
Most participants reported no recent hypoglycemia (76.4%),
81.0% performed glucose monitoring, and 3.3% used CGM.
Severe comorbidities were uncommon, with 1.1% having
unstable macrovascular disease and 4.4% advanced chronic
kidney disease (estimated glomerular filtration rate <30).
Notably, 72.2% received structured Ramadan education.
Conclusion
Majority of PwD attending tertiary diabetes clinics were
in the moderate- to high-risk category and intended to
fast despite medical advice against fasting in some cases.
Although most participants were on insulin therapy,
hypoglycemia was low in the pre-Ramadan period.
Integration of modern technologies, advanced insulin
therapies, and structured education may support safer
fasting practices.
Risk Assessment
;
Diabetes Mellitus
;
Hospitals
;
Fasting
9.Integrating Body Composition and Biochemical Markers for Metabolic Risk Stratification in Lifestyle Intervention
Mohd Nahar Azmi Bin Mohamed ; Nor Zurina Zainol ; Ng Ai Kah
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):57-58
Introduction:
Obesity is a heterogeneous metabolic disease in which
individuals with similar body weight may exhibit
markedly different physiological risk profiles. Conventional monitoring using weight alone may fail to capture
underlying metabolic and cellular changes during
lifestyle intervention. Integrating body composition and
biochemical markers may improve risk stratification in
clinical practice.
Methodology:
A prospective observational analysis was conducted among
participants enrolled in a structured lifestyle programme.
Baseline and follow-up assessments included biochemical
markers (fasting glucose, renal function, lipid profile, and
liver enzymes) alongside body composition parameters
derived from bioelectrical impedance analysis, including
percent body fat, visceral fat area, skeletal muscle index
(SMI), and phase angle (PhA). Changes over time and
associations between metabolic and body composition
variables were analyzed.
Results:
Metabolic responses varied substantially despite similar
anthropometric profiles. Renal function improved significantly, with increased estimated glomerular filtration rate
(eGFR) observed over time (p = 0.01), and was inversely
associated with fasting glucose (r = −0.41, p <0.01). Lipid
abnormalities persisted, although reductions in lowdensity lipoprotein cholesterol were noted (p = 0.04). Total
cholesterol remained elevated and correlated positively
with fasting glucose (r = 0.36, p = 0.02). Improvements
in aspartate aminotransferase were observed (p = 0.03),
while other liver markers remained stable. Notably,
body composition parameters, including PhA and SMI,
demonstrated variability independent of weight change,
reflecting heterogeneous physiological adaptation.
Conclusion
Metabolic and physiological responses to lifestyle
intervention are heterogeneous and not fully captured
by changes in body weight alone. The integration of
bioimpedance-derived parameters with biochemical
markers provides a more comprehensive approach
to metabolic risk stratification and may support more
personalized clinical management in obesity care.
Biomarkers
;
Risk Assessment
;
Body Composition
10.Analysis of clinical characteristics and influencing factors of patients with postmenopausal osteoporosis combined with dyslipidemia.
Rong XIE ; Li-Guo ZHU ; Zi-Kai JIN ; Tian-Xiao FENG ; Ke ZHAO ; Da WANG ; Ling-Hui LI ; Xu WEI
China Journal of Orthopaedics and Traumatology 2025;38(5):487-493
OBJECTIVE:
To explore the co-morbid influencing factors of postmenopausal osteoporosis(PMOP) and dyslipidemia, and to provide evidence-based basis for clinical co-morbidity management.
METHODS:
Based on the 2017 to 2018 Beijing community cross-sectional survey data, PMOP patients were included and divided into the dyslipidemia group and the uncomplicated dyslipidemia group according to whether they were comorbid with dyslipidemia. Demographic characteristics, living habits and disease history were collected through questionnaires, and bone mineral density and bone metabolism biomarkers (osteocalcin, blood calcium, serum typeⅠprocollagen N-terminal prepeptide, etc.) were detected on site. Co-morbidity risk factors were analyzed using binary logistic regression.
RESULTS:
Three hundred and twenty patients with PMOP were included, including the comorbid group (75 patients) and the uncomplicated group (245 patients). The results showed that history of cardiovascular disease [OR=1.801, 95%CI(1.003, 3.236), P=0.049], history of cerebrovascular disease [OR=2.923, 95%CI(1.460, 5.854), P=0.002], frying and cooking methods[OR=5.388, 95%CI(1.632, 17.793), P=0.006], OST results[OR=0.910, 95%CI(0.843, 0.983), P=0.016], and blood Ca results [OR=60.249, 95%CI(1.862, 1 949.926), P=0.021] were the influencing factors of PMOP complicated with dyslipidemia.
CONCLUSION
Focus should be placed on the influencing factors of PMOP and dyslipidemia co-morbidities, with emphasis on multidimensional assessment, combining lifestyle interventions with bone metabolism marker monitoring to optimize co-morbidity management.
Humans
;
Dyslipidemias/epidemiology*
;
Female
;
Middle Aged
;
Osteoporosis, Postmenopausal/metabolism*
;
Aged
;
Cross-Sectional Studies
;
Risk Factors
;
Bone Density


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