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.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
3.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
4.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
5.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
6.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
7.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
8.Production Research and Risk Factor Analysis of Transfusion and Infusion Warmer Based on Real-World Data.
Hongfeng BI ; Yonggang WANG ; Zhendong WANG ; Yuan FU ; Huifang NIU
Chinese Journal of Medical Instrumentation 2025;49(4):466-472
OBJECTIVE:
To investigate the transfusion and infusion warmer manufacturers, combine the use failures to analyze adverse events, and provide support for enterprise risk management and clinical safe use.
METHODS:
The sentinels from 7 manufacturing enterprises and 11 medical institutions that participated in Shandong Province's key monitoring program during the "14th Five-Year Plan" period were targeted. This was done by understanding the equipment's principles, structures, and quality control. Additionally, real-world data from January 2019 to December 2023 were collected to count adverse events.
RESULTS:
During production, there are risks in switching power supply stability and solder joint firmness. Fifteen kinds of faults occurred during use, and common faults such as inability to heat, unable to turn on the machine, and bubbles in the infusion tube accounted for more than 80%.
CONCLUSION
There are many risk points and failures for transfusion and infusion warmers, so enterprises should improve processes and quality control to address risks, and medical institutions should formulate specifications and maintenance plans to provide targeted theoretical basis for supervision.
Blood Transfusion/instrumentation*
;
Risk Factors
;
Quality Control
;
Humans
;
Risk Management
;
Equipment Failure
9.Association of urinary cadmium and arsenic with gynecological cancers: Results from NHANES 2003-2018.
Yuanna JIANG ; Jie WANG ; Zhouxiao HE ; Xuanang XIANG ; Ruichen YANG ; Qian WANG ; Lanqin CAO
Journal of Central South University(Medical Sciences) 2025;50(1):23-35
OBJECTIVES:
Previous studies have demonstrated that the metals cadmium and arsenic exhibit estrogen-like effects and may influence the occurrence and development of gynecological tumors. This study aims to explore the association between urinary cadmium and arsenic levels and the prevalence of gynecologic cancers using data from the National Health and Nutrition Examination Survey (NHANES).
METHODS:
Data from female participants in NHANES 2003-2018 were analyzed. Using R software, datasets (DEMO, BMX, etc.) were merged, and complete cases were retained by intersecting row names, yielding a total of 2 999 participants. After applying strict exclusion criteria, 2 802 participants were included: 83 with gynecologic cancer (cancer group) and 2 719 without (control group). Demographic, reproductive health, and urinary cadmium and arsenic data were collected. Binary Logistic regression models were employed to assess associations between urinary cadmium and arsenic levels and gynecologic cancer risk.
RESULTS:
High urinary cadmium and arsenic levels were risk factors for gynecologic cancers, with odds ratios (ORs) of 1.623 (95% CI 1.217 to 2.166) and 1.003 (95% CI 1.001 to 1.005), respectively. After propensity score matching (PSM), the trend remained; cadmium was still a statistically significant risk factor with an OR of 2.182 (95% CI 1.343 to 3.545), while arsenic's association, though not statistically significant, still trended toward risk (OR=1.004, 95% CI 0.999 to 1.009). Subgroup analyses showed that both cadmium and arsenic were risk factors for ovarian cancer (OR=1.745, 95% CI 1.178 to 2.586 and OR=1.005, 95% CI 1.002 to 1.008, respectively); these associations persisted after PSM. Additionally, cadmium increased the risk of endometrial cancer (OR=1.617, 95% CI 1.109 to 2.356).
CONCLUSIONS
Exposure to cadmium and arsenic is associated with an increased risk of ovarian and endometrial cancers. These findings suggest that reducing environmental exposure to heavy metals such as cadmium and arsenic may help prevent certain gynecologic cancers.
Humans
;
Female
;
Cadmium/urine*
;
Arsenic/urine*
;
Genital Neoplasms, Female/urine*
;
Middle Aged
;
Nutrition Surveys
;
Adult
;
Risk Factors
;
Environmental Exposure/adverse effects*
;
Aged
10.Nomogram-based predictive model for intra-myometrial contrast agent reflux using imaging features from 4D hysterosalpingo-contrast sonography.
Xia YANG ; Liangying PAN ; Xingping ZHAO ; Jingjia YI ; Lin WANG ; Baiyun ZHANG
Journal of Central South University(Medical Sciences) 2025;50(1):61-71
OBJECTIVES:
According to the World Health Organization (WHO), infertility rates have been steadily rising worldwide. Identifying risk factors for contrast agent reflux into the myometrium during hysterosalpingo-contrast sonography (HyCoSy) is of clinical significance in reducing this complication and improving infertility treatment. However, there is currently no standardized pre-evaluation method for predicting intra-myometrial contrast reflux, with clinical assessment often relying on physician experience and patient symptoms. This study aims to identify imaging risk factors for contrast agent reflux into the myometrium using four-dimensional (4D) HyCoSy and to construct a nomogram-based predictive model to assist in clinical decision-making.
METHODS:
A retrospective analysis was conducted on 1 274 infertile women who underwent 4D HyCoSy at the Women and Children's Hospital of Hunan and the the Third Xiangya Hospital of Central South University from January 1, 2020, to December 15, 2022. Patients were divided into a reflux group (n=234) and a non-reflux group (n=1 040) based on the presence of intra-myometrial contrast reflux. Univariate and multivariable Logistic regression analyses were used to identify significant predictors, which were then used to construct a nomogram model. Internal validation was performed using 500 bootstrap resamples.
RESULTS:
The age of the reflux group was significantly higher than that of the non-reflux group [(31.82±5.27) years vs (30.66±4.83) years, P=0.001 1]. Primary infertility was more common in the non-reflux group (50.96%), while secondary infertility dominated in the reflux group (76.50%), with 72.65% having a history of gynecological surgery (P<0.001). Abnormal menstrual volume and discomfort during the procedure were more common in the reflux group, while the non-reflux group tolerated higher contrast agent doses (P<0.001). Imaging differences included endometrial thickness, tubal wall smoothness, and peritoneal contrast dispersion, with the non-reflux group showing thicker endometrium and smoother, more patent tubes. The nomogram model yielded an area under the curve (AUC) of 0.854, indicating good predictive performance. The AUC of the decision curve analysis (DCA) for internal validation of the model was 0.737. When the threshold probability for contrast agent reflux into the myometrium ranged from 0.05 to 0.95, the maximum net benefit reached 0.18. The net benefit of applying the nomogram predictive model exceeded that of either full intervention or no intervention, indicating that the model demonstrates good clinical predictive performance.
CONCLUSIONS
The nomogram model, based on infertility type, endometrial thickness, contrast agent dose, and discomfort symptoms, effectively predicts intra-myometrial contrast agent reflux after 4D HyCoSy. It provides a valuable tool for clinicians to implement early preventive measures and reduce the risk of contrast leakage and associated complications.
Humans
;
Female
;
Nomograms
;
Contrast Media/adverse effects*
;
Retrospective Studies
;
Adult
;
Ultrasonography/methods*
;
Hysterosalpingography/methods*
;
Infertility, Female/diagnostic imaging*
;
Myometrium/diagnostic imaging*
;
Risk Factors


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