1.Validation of the parkland grading scale in predicting the critical view of safety during laparoscopic cholecystectomy: A prospective cohort study with implications for future artificial intelligence ground truth establishment
Hoai Kim NGUYEN ; Thien Lai VO ; Ho TRAN ; Thanh Phuoc BUI ; Xuan Binh DAU ; Phuoc Cong Thanh NGUYEN
Annals of Hepato-Biliary-Pancreatic Surgery 2026;30(2):212-219
Background:
s/Aims: The critical view of safety (CVS) prevents bile duct injury, but severe inflammation hinders its achievement.This study evaluated the parkland grading scale (PGS) as a real-time intraoperative predictor of CVS attainment in a Southeast Asian population, establishing standardized clinical data for future artificial intelligence applications.
Methods:
This prospective observational study (January–June 2025) included 88 consecutive patients undergoing laparoscopic cholecystectomy by a single surgeon. PGS was assessed upon initial laparoscopic inspection. We analyzed correlations between PGS, CVS attainment (Strasberg’s criteria), operative time, and bail-out procedures using Spearman’s correlation and multivariate logistic regression.
Results:
Severe inflammation (PGS grade 4–5) was observed in 31.8% of patients. PGS exhibited a strong negative correlation with CVS score (p = −0.652; p < 0.001) and strong positive correlations with operative time and blood loss. A PGS threshold of 4 accurately predicted CVS failure (area under the curve = 0.863). Bail-out procedures were necessary in 11 cases (12.5%), all occurring in the PGS ≥ 4 group. Advanced age and diabetes mellitus were independent risk factors for CVS failure.
Conclusions
The PGS serves as a precise intraoperative early warning system. A score ≥ 4 indicates a significant risk of CVS failure, prompting safer bail-out strategies. Additionally, this study provides a standardized dataset vital for training future autonomous surgical risk assessment models.
2.Gene expression-based machine learning model for diagnosis, prognosis, and treatment response prediction in hepatocellular carcinoma: a retrospective study
Tan Thinh NGUYEN ; Thanh Dat NGUYEN ; Phu Qui Le NGUYEN ; Phuong Thi BUI ; Minh Nam NGUYEN
Journal of Yeungnam Medical Science 2026;43(1):21-
Background:
Hepatocellular carcinoma (HCC) remains a leading cause of cancer-related mortality worldwide, largely because of challenges in early diagnosis and the limited sensitivity of conventional biomarkers. Therefore, reliable molecular tools for early detection, prognostic stratification, and individualized treatment predictions are urgently required.
Methods:
This retrospective study analyzed publicly available gene expression datasets. Candidate biomarkers were identified from the GSE14520 cohort using a multistep screening workflow that integrated differential expression analysis, diagnostic performance, and prognostic relevance. A 10-gene diagnostic model was constructed using least absolute shrinkage and selection operator logistic regression and subsequently validated across multiple independent cohorts. Survival outcomes were evaluated using the Kaplan-Meier analysis and treatment responses to sorafenib and transarterial chemoembolization (TACE) were assessed using receiver operating characteristic analysis.
Results:
A 10-gene signature (TOP2A, CDK1, CYP3A4, MASP2, EPHX2, HAO1, RACGAP1, GLYAT, ADH1B, and CYP4A11) was established. The model demonstrated robust internal performance and consistent accuracy across external validation cohorts (area under the curve [AUC], >0.9). This signature effectively identified early-stage HCC and distinguished malignancy from cirrhosis. High-risk scores were significantly associated with poor overall survival and recurrence-free survival (p<0.05). Furthermore, the model could predict treatment sensitivity, with higher risk scores associated with better outcomes for sorafenib (AUC, 0.791), whereas lower risk scores correlated with an improved response to TACE (AUC, 0.768).
Conclusion
Our gene expression-based machine learning model provides a robust tool for HCC diagnosis, prognosis, and treatment response prediction, with potential as a supportive system for personalized clinical decision-making.
3.Using Low-Speed Rotation in Heparin Immobilization Improved Antithrombogenicity of Tubular Acellular Vascular Scaffolds
Hoang Minh LAM ; Nho Thuan NGUYEN ; My Thi Ngoc NGUYEN ; Quan Minh TO ; Thanh Thi Ngoc NGUYEN ; Thang Quoc BUI ; Ha Le Bao TRAN
Tissue Engineering and Regenerative Medicine 2026;23(1):143-155
BACKGROUND:
Acellular tubular artery scaffolds offer structural support for vascular regeneration but are inherently limited by poor anticoagulant properties, which increases the risk of thrombus formation following implantation. This thrombogenicity remains a major obstacle to their clinical application, particularly in small-diameter vascular grafts.
METHODS:
To address this challenge, the present study investigates the use of the Layer-by-Layer (LbL) assembly technique for heparin immobilization under low-speed rotation. Utilizing a roller tube system, heparin was immobilized onto decellularized scaffolds through electrostatic interactions facilitated by a DHI-based linker. This low-speed rotation LbL approach enhanced the uniformity and stability of heparin deposition compared to traditional static methods. One, 4, 7, 10, 13 deposition cycles were performed to achieve optimal heparin loading, resulting in scaffolds capable of sustained heparin release over 28 days.
RESULTS:
The heparinized scaffolds exhibited an initial burst release (approximately 80%), followed by a sustained phase with 18.24% ± 0.242 remaining to support prolonged anticoagulant activity. Importantly, the modified scaffolds significantly reduced thrombus formation and exhibited minimal hemolytic activity, indicating improved hemocompatibility. In addition to their antithrombotic properties, the scaffolds also promoted endothelial cell adhesion, which is critical for restoring vascular integrity, regulating vascular tone, and maintaining long-term patency.
CONCLUSION
These findings highlight the efficacy of roller-assisted LbL heparinization as a practical and scalable strategy to enhance the blood compatibility of acellular vascular grafts. This method holds considerable promise for addressing thrombogenicity in vascular tissue engineering and advancing the clinical translation of bioengineered vascular constructs.
4.Comparative Clinical and Radiological Outcomes of Banana-Shaped Versus Straight Cages in Biportal Endoscopic Transforaminal Lumbar Interbody Fusion: A Retrospective Cohort Study
Nguyen Ngoc THOI ; Nguyen Le Hoang TUAN ; Le Tuong VIEN ; Nguyen Thanh NHAN ; Hoang Nguyen Anh TUAN ; Nguyen Van THANH ; Tran Nguyen PHUONG ; Bui Hong Thien KHANH
Journal of Minimally Invasive Spine Surgery and Technique 2025;10(2):172-182
Objective:
This study aims to evaluate and compare the clinical and radiological outcomes of biportal endoscopic transforaminal lumbar interbody fusion (BE-TLIF) using banana-shaped versus straight interbody cages. BE-TLIF has emerged as a minimally invasive technique for treating lumbar spondylolisthesis. Banana-shaped and straight cages are the most commonly used cage types in BE-TLIF; however, their relative clinical and radiological outcomes remain unclear.
Methods:
This retrospective cohort study included 34 patients undergoing single-level BE-TLIF from January 2023 to May 2024. Seventeen patients received banana-shaped cages (group A) and 17 received straight cages (group B). Radiological assessments included disc height (DH), segmental lordosis angle (SLA), lumbar lordosis angle, cage position, and subsidence. Clinical outcomes were evaluated using the visual analogue scale (VAS) for back and leg pain and the Oswestry Disability Index (ODI). Fusion status was evaluated at 12 months postoperatively using computed tomography according to the modified Bridwell grading system.
Results:
Both groups demonstrated significant postoperative improvements in VAS and ODI scores, with no statistically significant differences between the groups. Radiological outcomes, including restoration of DH and SLA, were slightly better in the banana-shaped cage group, but this difference did not reach statistical significance. Straight cages were more often placed anteriorly, whereas banana-shaped cages tended to occupy the midlateral position. Fusion rates were comparable (100% vs. 94.1%, p>0.05), and subsidence occurred in 23.5% of cases in both groups.
Conclusion
Despite differences in cage positioning, banana-shaped and straight cages yielded comparable clinical and radiological outcomes in BE-TLIF. Either cage type can be effectively utilized in BE-TLIF, providing flexibility in surgical planning, particularly in resource-limited settings.
5.EXAMINING MENTAL HEALTH RISKS IN SECONDARY STUDENTS: A STUDY UTILIZING THE STRENGTHS AND DIFFICULTIES QUESTIONNAIRE
Son Quang Le ; Dieu Thi Thanh Bui ; Duyen Thi Le
ASEAN Journal of Psychiatry 2024;25(4):1-12
EXAMINING MENTAL HEALTH RISKS IN SECONDARY STUDENTS: A STUDY UTILIZING THE STRENGTHS AND DIFFICULTIES QUESTIONNAIRE
Adolescent mental health is a topic of increasing concern, as this developmental period is
marked by significant changes and heightened vulnerability to mental health challenges.
This study delves into the mental health status of 6th and 7th-grade students in two secondary
schools in Lien Chieu district, Danang City, Vietnam, with a focus on risk factors for
mental disorders and specific sub-domains of mental health manifestations. The research
employs the Strengths and Difficulties Questionnaire (SDQ) to assess the mental well-being
of these students comprehensively. The SDQ, a validated tool for evaluating adolescents’
strengths and weaknesses, encompasses five scales: Emotional problems, conduct problems,
hyperactivity, peer problems, and pro-social behavior. The study of 6th and 7th-grade
students in Lien Chieu district revealed a predominantly stable mental health status among
a substantial portion of the student population, with 70.67% categorized as having “No
risk” factors for mental disorders. However, a significant proportion exhibited varying
levels of risk factors, highlighting the need for tailored interventions and mental health
awareness programs within educational settings to support students with diverse mental
health needs. Targeted support services are essential for students at different risk levels and
across various dimensions of mental health. This study sheds light on the intricate web of
adolescent mental health, emphasizing the importance of a holistic approach to supporting
their well-being. By recognizing and addressing varying risk profiles and mental health
challenges among students, educational institutions can contribute to creating a nurturing
environment that fosters positive mental health outcomes for all adolescents. ASEAN
Journal of Psychiatry, Vol. 25 (5) May, 2024; 1-12.
6.THE RELATIONSHIP BETWEEN DEPRESSION, ANXIETY, STRESS AND INTERNET USE AMONG HIGH SCHOOL STUDENTS
Son Quang Le ; Dieu Thi Thanh Bui ; Duyen Thi Le ; Thao Thi Phuong Nguyen ; Nga Thi Kim Dam
ASEAN Journal of Psychiatry 2024;25(5):1-16
THE RELATIONSHIP BETWEEN DEPRESSION, ANXIETY, STRESS AND INTERNET USE AMONG HIGH SCHOOL STUDENTS
The prevalence of mental health issues among high school students has raised concerns
globally, with depression, anxiety, and stress being common challenges. This study
investigates the relationship between depression, anxiety, stress, and internet use among
high school students in Da Nang, Vietnam. The short Internet Addiction Test (s-IAT) and
Depression Anxiety Stress Scales (DASS-21) were used to assess internet addiction and
mental health symptoms. Data were analyzed using correlation analysis and regression
models. Results revealed significant positive correlations between internet use and
symptoms of stress, anxiety, and depression, highlighting the importance of addressing
problematic internet usage patterns. Additionally, associations were found between
demographic variables, such as parental occupations and socioeconomic status, and
mental health outcomes, emphasizing the interconnected nature of individual, familial,
and societal factors. The study underscores the need for targeted interventions to promote
healthy internet habits and mitigate potential harms among high school students. By
understanding the complex interplay between internet use and mental health outcomes,
stakeholders can develop effective strategies to support the well-being of adolescents in
an increasingly digital world. This research contributes to a deeper understanding of the
socio-ecological factors shaping adolescent mental health and informs future intervention
efforts. ASEAN Journal of Psychiatry, Vol. 25 (6) June, 2024; 1-16.
7.Systematic sequencing of imported cases leads to detection of SARS-CoV-2 B.1.1.529 (Omicron) variant in central Viet Nam
Do Thai Hung ; Nguyen Bao Trieu ; Do Thi Thu Thuy ; Allison Olmsted ; Trinh Hoang Long ; Nguyen Duc Duy ; Huynh Kim Mai ; Bui Thi Thu Hien ; Nguyen Van Van ; Tran Van Kiem ; Vo Thi Thuy Trang ; Nguyen Truong Duy ; Ton That Thanh ; Huynh Van Dong ; Philip L Gould ; Matthew R Moore
Western Pacific Surveillance and Response 2022;13(4):82-85
As authorities braced for the arrival of the Omicron variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), infrastructure investments and government directives prompted action in central Viet Nam to establish capacity for genomic surveillance sequencing. From 17 November 2021 to 7 January 2022, the Pasteur Institute in Nha Trang sequenced 162 specimens from 98 150 confirmed SARS-CoV-2 cases in the region collected from 8 November to 31 December 2021. Of these, all 127 domestic cases were identified as the B.1.617.2 (Delta) variant, whereas 92% (32/35) of imported cases were identified as the B.1.1.529 (Omicron) variant, all among international flight passengers. Patients were successfully isolated, enabling health-care workers to prepare for additional cases. Most (78%) of the 32 Omicron cases were fully vaccinated, suggesting continued importance of public health and social measures to control the spread of new variants.
8.Influences of Xeno-Free Media on Mesenchymal Stem Cell Expansion for Clinical Application
Hue Thi Hong BUI ; Liem Thanh NGUYEN ; Uyen Thi Trang THAN
Tissue Engineering and Regenerative Medicine 2021;18(1):15-23
Abstract Mesenchymal stem/stromal cells (MSCs) are multipotent somatic stem/progenitor cells that can be isolated from various tissues and have attracted increasing attention from the scientific community. This is due to MSCs showing great potential for incurable disease treatment, and most applications of MSCs involve tissue degeneration and treatment of immune- and inflammation-mediated diseases. Conventional MSC cultures contain fetal bovine serum (FBS), which is a common supplement for cell development but is also a risk factor for exposure to animal-derived pathogens. To avoid the risks resulting from the xenogeneic origin and animal-derived pathogens of FBS, xeno-free media have been developed and commercialized to satisfy MSC expansion demands for human clinical applications. This review summarized and provided an overview of xeno-free media that are currently used for MSC expansion. Additionally, we discussed the influences of different xeno-free media on MSC biology with particular regard to cell morphology, surface marker expression, proliferation, differentiation and immunomodulation. The xeno-free media can be serum-free and xeno-free media or media supplemented with some human-originating substances, such as human serum, human platelet lysates, human umbilical cord serum/plasma, or human plasma-derived supplements for cell culture medium. These media have capacity to maintain a spindle-shaped morphology, the expression of typical surface markers, and the capacity of multipotent differentiation and immunomodulation of MSCs. Xeno-free media showed potential for safe use for human clinical treatment. However, the influences of these xeno-free media on MSCs are various and any xeno-free medium should be examined prior to being used for MSC cultures.
9.Influences of Xeno-Free Media on Mesenchymal Stem Cell Expansion for Clinical Application
Hue Thi Hong BUI ; Liem Thanh NGUYEN ; Uyen Thi Trang THAN
Tissue Engineering and Regenerative Medicine 2021;18(1):15-23
Abstract Mesenchymal stem/stromal cells (MSCs) are multipotent somatic stem/progenitor cells that can be isolated from various tissues and have attracted increasing attention from the scientific community. This is due to MSCs showing great potential for incurable disease treatment, and most applications of MSCs involve tissue degeneration and treatment of immune- and inflammation-mediated diseases. Conventional MSC cultures contain fetal bovine serum (FBS), which is a common supplement for cell development but is also a risk factor for exposure to animal-derived pathogens. To avoid the risks resulting from the xenogeneic origin and animal-derived pathogens of FBS, xeno-free media have been developed and commercialized to satisfy MSC expansion demands for human clinical applications. This review summarized and provided an overview of xeno-free media that are currently used for MSC expansion. Additionally, we discussed the influences of different xeno-free media on MSC biology with particular regard to cell morphology, surface marker expression, proliferation, differentiation and immunomodulation. The xeno-free media can be serum-free and xeno-free media or media supplemented with some human-originating substances, such as human serum, human platelet lysates, human umbilical cord serum/plasma, or human plasma-derived supplements for cell culture medium. These media have capacity to maintain a spindle-shaped morphology, the expression of typical surface markers, and the capacity of multipotent differentiation and immunomodulation of MSCs. Xeno-free media showed potential for safe use for human clinical treatment. However, the influences of these xeno-free media on MSCs are various and any xeno-free medium should be examined prior to being used for MSC cultures.
10.Diagnostic values of different cytokines in identifying tuberculous pleural effusion
Nguyen, M.H. ; Dao, Q.M. ; Bui, T.T.H. ; Le, V.H.T.
Tropical Biomedicine 2020;37(No.2):372-378
Interleukin (IL)-1 beta (IL-1β), IL-2, Interferon-gamma (IFN-γ), tumor necrosis factor-alpha (TNF-α) in the pleural fluid are valuable biomarkers in early diagnosis of Tuberculous Pleural Effusion (TPE). This study aimed to analyze the diagnostic values of some cytokines (IFN-γ, TNF-α, IL-1β, and IL-2) in pleural fluid for identifying TPE in Vietnam. We performed a cross-sectional study on tuberculosis (TB) patients with pleural effusion. Pleural IFN-γ, TNF-α, IL-1β, IL-2 were measured by ELISA® Kit (Abcam, USA) on Biotek system. Receiver operating characteristic curves (ROC), an area under the curve (AUC), sensitivity (Se), specificity (Sp), positive predictive value (PPV), negative predictive value (NPV) and accuracy (ACC) of IFN-γ, TNF-α, IL-1β, IL-2 in identifying TBE were assessed. Among 386 patients, 234 (60,6%) had TPE, and 152 (39,4%) did not have TPE. The median of IL-2, TNF-α, and IFN-γ levels were significantly higher in TPE compared to the non-TPE group (p<0.05). AUC for IL-1β, IL-2, TNF-α, and IFN-γ were 0.54, 0.57, 0.62. 0.84 (p<0.05), respectively. The sensitivity of IL-1β, IL-2, TNF-α, and IFN-γ in the diagnosis of TPE were 82.1, 53.4, 77.8, and 80.3, while the specificity was 28,4, 69.7, 47.4, and 80.9, respectively. IFN-γ and TNF-α are potential biomarkers in diagnosing TPE.


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