1.Comparision of Machine Learning Models for Adolescent’s Emotional and Behavioral Problems
Batnast G ; Akhyt T ; Javzmaa T ; Nyamdavaa U ; Bayarmaa V ; Purevdolgor L ; Ajnai L ; Enkh-Urel E ; Galbadrakh Ch ; Bat-Enkh O ; Baatarkhuu Ts
Mongolian Journal of Health Sciences 2025;86(2):116-120
Background:
Globally, an estimated 13% of adolescents aged 10–19 are affected by mental disorders. As of 2020, the
number of children under the age of 19 in Mongolia was reported to be 1,289,587, reflecting a 0.9% increase compared
to 2015. A 2013 study on adolescents found that 60.5% were categorized as mentally healthy, 30.5% exhibited emotional
and behavioral difficulties, and 9% were diagnosed with a mental disorder. A study conducted in Govi-Altai Province
between 2018 and 2019 reported that 58.6% of adolescents were classified as healthy, 36.1% experienced psychological
difficulties, and 5.2% were diagnosed with a mental disorder.
Internationally, adolescent mental health has been widely assessed using the Strengths and Difficulties Questionnaire
(SDQ), with an increasing number of studies employing artificial intelligence-based predictive models. However, in Mongolia,
research utilizing artificial intelligence and machine learning for analyzing large-scale mental health data remains
limited. This gap underscores the need for the present study.
Aim:
Machine learning models were compared to determine adolescent emotional and behavioral problems using the
SDQ.
Materials and Methods:
Data was collected from teenagers, teachers, and parents in Govi-Altai Province, and the databases
were created for each group. The teenager database was divided into 10 folds by cross-validation, and the models
were developed using machine learning methods and evaluated using their performance measures. The results were
mainly analyzed using the Bayes model.
Results:
The teenagers have emotional and behavioral problems due to emotional and peer interactions, but they are at
risk of developing disorders due to hyperactivity and behavioral changes.
Conclusion
Comparing the model performance results with previous studies, Bayesian model accuracy decreased by
0.03, sensitivity decreased by 0.08, and specificity increased by 0.01. Also, the difference between the performance evaluation
metrics of the C50 and Bayesian models is very small, between 0.01 and 0.02. This shows that the performance of
the Bayesian method is good when the number of attributes in the database increases.
Compared to the results of the knowledge generated by the research, the participants are more likely to develop emotional
and behavioral disorders due to their peer relationship indicators, such as other children generally not liking them, getting
on better with adults, and due to emotional symptoms such as being unhappy and depressed.
2.Quality Assurance of Gastrointestinal Endoscopy Unit - A Single Center Study
Sarantuya Ts ; Amarjargal B ; Tungalag B ; Khishgee D ; Amarmend T ; Delgertsog T ; Amarjargal E ; Sarantuya G ; Gan-Orshikh L ; Enkhjargal B ; Sarantsatsral D ; Burentungalag A ; Nandintsetseg B ; Tserendolgor Ts ; Sattgul Sh ; Javzanpagma E ; Suvdantsetseg B ; Khashchuluun O ; Ouynkhishig N ; Munkhtuya E ; Uranchimeg M ; Oyuntungalag L ; Myadagmaa B ; Bat-Erdene I ; Batgombo N ; Saranbaatar A
Mongolian Journal of Health Sciences 2025;86(2):165-170
Background:
Accreditation of healthcare institutions serves as a fundamental mechanism for ensuring patient safety
and validating the quality of medical services provided to the population. At Intermed Hospital, a quality measurement
system for healthcare services has been established since 2015, encompassing 126 quality indicators at both institutional
and departmental levels. This system facilitates continuous quality improvement efforts. In this context, quality indicators
specific to the endoscopy department play a pivotal role in objectively assessing the quality of endoscopic services.
Aim:
To assess the quality indicators in gastrointestinal endoscopy unit.
Materials and Methods:
A retrospective single-center study was conducted by collecting data from the Intermed hospital’s
electronic information systems which included HIS and PACS and Quality and Safety Department’s Database and the results
were processed using the SPSS software. Ethical approval was granted by the Intermed hospital’s Scientific research
committee. The quality of endoscopic services in the Intermed hospital was assessed based on: a) the average values of
four quality indicators measured monthly; b) sample survey data from five categories of quality indicators.
Results :
Between 2016 and 2024, the quality indicators of the endoscopy unit measured as the level of early warning
score evaluations for patients was 95.97%±3.33, the level of cases where peripheral blood oxygen saturation decreased
during sedation was 1.54%±3.78, the level of cases where patients experienced paradoxiical response during sedation was
5.82%±1.75, surveillance culturing level for validation of endoscopy reprocessing was 11.6%. The endoscopic documentation
quality by peer review showed 95.7-100%, the colonoscopy quality indicators were followings as adenoma
detection rate: 24.5% Cecal intubation rate: 99.1%, 95.2%, Colonoscope withdrawal average time: 13.28±10.62 minutes,
Bowel preparation quality (Boston Scale): 89.3% 95.7%), patient discharge from the recovery room, Average discharge
time post-procedure: With propofol alone: 30.92 minutes; With propofol and fentanyl combined: 31.52 minutes, The intermediate
risk was 0.28% by the TROOPS evaluation during procedural sedation.
Conclusion
The quality benchmark levels for these endoscopic units, as determined by a single-center study, can be
effectively implemented by benchmark endoscopy centers to enhance their quality and safety operations.
3.Comparison of some skin physiological parameters in Mongolian children
Lkhamdari B ; Saranchimeg O ; Batkhishig G ; Dolgorsuren E ; Oyuntsetseg B ; Lim Seung Bin ; Oyuntsatsral B ; Undram S ; Khurelbaatar Naymdavaa ; Enkhtur Yadamsuren ; Baasanjargal Biziya
Diagnosis 2025;112(1):27-33
Background:
The skin barrier serves as the primary defense against environmental factors. Mongolia’s extreme climate conditions may contribute to skin barrier impairment, increased trans-epidermal water loss (TEWL), and
decreased skin moisture.
Objective:
To determine and compare skin moisture, TEWL, and skin pH levels in children.
Methods:
A cross-sectional study was conducted in June 2023 with 104 relatively healthy children selected through random sampling. Skin physiological parameters, including skin moisture, skin pH and TEWL were measured following the EEMCO (European Group on Efficacy Measurement of Cosmetics and Other
Topical Products) guidelines using the Multi Skin Test MC750 device (Courage+Khazaka Electronics, Germany) at nine different sites. Data analysis was performed using Microsoft Excel and Stata-14 software.
Results:
Among the participants, 51.9% (n=54) reported having dry skin (p<0.0001). Additionally, 64.5% (n=67) used moisturizers, but their usage did not show a statistically significant difference in skin moisture (p=0.929), skin pH (p=0.378), or TEWL (p=0.332). 14.42% (n=15) had extremely dry skin, while 85.58%
(n=89) had dry skin, with no participants falling within the normal skin moisture range. TEWL showed a moderate inverse correlation with age (r=-0.331, p=0.0006). When analyzed by age groups, skin moisture (p=0.023) and TEWL (p=0.038) differed significantly between groups.
Conclusion
Skin moisture and TEWL significantly differ across age groups. Given that all participants had dry skin, moisturization is crucial. Mongolia’s extreme climate is likely a key contributing factor to childhood skin
dryness.
4.Effects of flavanone on cancer cells viability
Jadamba Ch ; Erdenezaya O ; Iderjavkhlan S ; Burnee M ; Gurbadam A ; Temuulen D ; Darambazar G ; Oldokh O ; Enkhmaa D ; Giimaa N
Mongolian Journal of Health Sciences 2025;88(4):28-32
Background:
In recent years, scientists have found that certain natural compounds have significant potential in cancer
prevention and early-stage cancer treatment. Flavanones, a class of polyphenolic compounds found in plants, vegetables,
seeds, fruit peels, and flowers, have been identified to possess anticancer, antioxidant, anti- inflammatory, and antibacterial bioactivities. Cancer has become a major global challenge in terms of both economic and public health concerns.
Global statistics indicate that 22.8% of deaths are attributed to non-communicable diseases, and 16.8% are caused by
cancer, accounting for one in four and one in six deaths, respectively.
Aim :
To investigate anticancer effects of Iris Tenuifolia-derived flavanone on cancer cell lines.
Materials and Methods :
The study was conducted at the Bio-Medical Research Institute of the Mongolian National Uni
versity of Medical Sciences, investigating the effect of flavanones on cancer cell viability under in vitro conditions using
the MTT assay. In the study, colon, liver, and lung cancer cells were cultured, stabilized, and used for the experiments.
Colorectal cancer cells (MC38), liver cancer cells (HepG2), and lung cancer cells (A549) were revived, cultured, and
stabilized for use in the experimental procedures. Statistical analysis of the results was performed using Microsoft Excel
2010, and graphs were generated using GraphPad Prism 8. Differences between groups were analyzed using Student’s
t-test, and a p-value of <0.05 was considered statistically significant.
Results :
We treated MC38, HepG2, and A549 cancer cells with different concentrations of flavanone (2.5 µM, 5 µM, and
10 µM) for 24 to 48 hours to evaluate cell viability. Flavanone inhibited A549 cell viability by 2.5 μM-10%, 5 μM-25%,
and 10 μM-38%, respectively. For HepG2 cells, flavanone treatment at concentrations of 5-10 µM reduced cell viability by 28–58%. No statistically significant effect on the viability of MC38 cells was observed following treatment with flavanone at concentrations ranging from 2.5 to 10 µM. Additionally, although MC38 inhibited cell viability in a dose-de
pendent manner in cell cultures, it had a statistically significant effect at higher concentrations of 30-200 μM (p<0.01).
Conclusion
Flavanone inhibits the cancer cell viability in a dose and time dependent manner
5. Impact of Individual Temperament on the Immune Response After COVID-19 Vaccination
Burenjargal B ; Dashpagam O ; Shatar Sh ; Khongorzul T ; Ariunzaya B ; Zolmunkh N ; Gansukh Ch ; Ulziisaikhan B ; Chimidtseren S ; Baasanjargal B ; Enkh-Amar B ; Nomin-Erdene Ts ; Davaalkham D ; Tsogtsaikhan S ; Batbaatar G
Mongolian Journal of Health Sciences 2025;88(4):47-51
Background:
The first confirmed case of COVID-19 in Mongolia was reported on November 11, 2020. In response, the
government imposed a nationwide lockdown, which significantly impacted the population’s mental health. Heightened
levels of stress, anxiety, loneliness, and depression during the pandemic altered individuals’ psychological stability and
behavior. Personality traits—defined as relatively stable patterns of emotion, cognition, and behavior—play a key role in
stress responses and emotional regulation under pressure. Emerging evidence suggests that these psychological factors
may influence the immune system’s responsiveness, including vaccine-induced antibody production.
Aim:
To evaluate the association between post-vaccination antibody responses and personality types following two doses
of COVID-19 vaccines.
Materials and Methods:
A total of 738 participants who received two doses of COVID-19 vaccines (AstraZeneca
ChAdOx1, n=29; Pfizer-BioNTech, n=119; Sinopharm BBIBP, n=590) and had no prior SARS-CoV-2 infection were enrolled. Serum samples were collected 21–28 days after the second dose, and SARS-CoV-2 RBD (S) IgG antibodies
were measured using ELISA (Proteintech Inc., USA). Personality types were assessed using a 56-item temperament
questionnaire developed by A. Belov, categorizing individuals into classical temperament types (choleric, phlegmatic,
sanguine, melancholic). Logistic regression and ROC analysis were used to examine associations between personality
types and antibody response.
Results:
The presence of an antibody response was significantly higher among individuals with a melancholic temperament, and significantly lower among those with a phlegmatic temperament. Furthermore, antibody titers were higher in
participants with melancholic and sanguine temperaments and lower in those with a phlegmatic type.
Conclusions
1. During the early period following the second dose of COVID-19 vaccination, the antibody response was higher
in individuals with a pure melancholic temperament, while it was lower in those with a phlegmatic temperament.
2. After the second dose of the Sinopharm BBIBP COVID-19 vaccine, antibody titers were higher in individuals with
pure melancholic and sanguine temperaments, and lower in those with a phlegmatic temperament.
6.Study on the anticancer effect of apigenin on leukemia cells
Erdenezaya O ; Enkhkhishig O ; Egshiglen A ; Ulziisaikhan B ; Nomiungerel R ; Enkhmaa D ; Uugangerel E
Mongolian Journal of Health Sciences 2025;88(4):52-55
Background:
The study of small-molecule compounds with antitumor activity involves several crucial steps. These
include determining their selective effects on cancer cells, understanding the type of cell death they induce, identifying
the activated signaling pathways, pinpointing the target molecules, and elucidating the mechanisms of action. Among the
plant-derived compounds with anticancer properties, flavonoids are notable for their ease of isolation and their abundance
in food. Apigetrin, a representative flavonoid, is a secondary metabolite found in plants, and our previous study indicated
that its anticancer selectivity index was 13.1. However, the specific mechanism by which apigetrin inhibits leukemia cell
growth remains unclear.
Aim:
To study of the inhibitory action of apigenin on leukemia cell culture
Materials and Methods:
In this study, we evaluated the apoptosis of cells using flow cytometry and investigated the in
volvement of the caspase pathway through the use of pancaspase inhibitors to explore the effects of apigetrin on leukemia
cell growth.
Results:
After incubating leukemia RAW264.7 cells with 30 μM apigetrin for 24 and 48 hours, we did not detect any apoptosis through Annexin V and PI staining by flow cytometry. We compared the number of viable cells using the MTT
assay after 24-hour treatment of apigetrin with or without pretreatment of Z-VAD, a pancaspase inhibitor, for 30 minutes. The results indicated that the pancaspase inhibitor did not reduce the inhibitory effect of apigetrin on the growth of
RAW264.7 cells. In contrast, the positive control group, treated with doxorubicin—which induces apoptosis—showed
not only significant apoptosis but also a reduction of the pancaspase inhibitor on the cell growth inhibition. Therefore,
these data suggested that apigetrin likely has a cytostatic effect or inhibits the cell cycle rather than being cytotoxic. Future
research should focus on determining which stage of the cell cycle RAW264.7 cells treated with apigetrin are in, as well
as studying the signaling pathways involved in the cell cycle.
Conclusions
Apigetrin inhibits the proliferation of RAW264.7 leukemia cells in a caspase-independent and non-apoptotic
manner.
7.The assessment of the current situation of laboratory diagnostic services among family health centers in Ulaanbaatar
Narantsatsral G ; Baljinnyam B ; Myagmartseren D ; Zesemdorj O
Mongolian Journal of Health Sciences 2025;88(4):154-159
Background:
Mongolia’s long-term development policy, Vision 2050, aims to ensure that every citizen has full access
to primary health care services and to increase the country’s average life expectancy. According to the “Primary Health
Care Service Quality and Accessibility Survey,” the diagnostic capacity of family health centers (FHCs) in Mongolia
was 42.1%. There is a need to further identify issues related to laboratory human resources, equipment supply, quality
assurance, and monitoring.
Aim:
To assess the current status of laboratory diagnostic services in family health centers in Ulaanbaatar city.
Materials and Methods:
The study collected data using a questionnaire developed based on resources such as the
WHO’s Service Availability and Readiness Assessment (SARA), USAID’s Laboratory Assessment Tools, the Ministry
of Health’s 2023 Order No. A/283 on updated guidelines for services provided by family, soum, and bagh health centers,
and the national standard “Structure and Operation of Family Health Centers (MNS 5292:2017).” A total of 46 FHCs in
Ulaanbaatar were randomly selected for the study.
Results:
The average population served by the participating FHCs was 10,228±4043, with 73.9% (n=34) serving over
8,000 people. On average, each center employed 5±2 physicians and nurses. A clinical pathologist was employed at 50.0%
(n=23) of the centers, of which 26.1% (n=6) were full-time and 73.9% (n=17) were contract-based. Availability of laboratory equipment was as follows: Complete blood count (CBC) analyzers: 60.9% (n=28) Biochemistry analyzers: 50.0%
(n=23) Urinalysis equipment: 97.8% (n=45) The availability of laboratory equipment was not significantly associated
with the size of the population served (p=0.54; p=0.63; p=0.74). Among FHCs with laboratory equipment: 82.1% (n=23)
performed CBC tests 87.0% (n=20) performed biochemistry tests 97.8% (n=44) conducted urinalysis tests. Participation
in internal and external quality control programs was significantly higher among centers with specialized laboratory staff
compared to those without (p=0.008; p=0.08). The number of tests and biochemistry parameters performed was also significantly higher in centers with specialized laboratory personnel (p=0.001, p=0.001). However, the availability and use of
rapid diagnostic tests did not differ based on population size or the presence of specialized laboratory staff (p=0.8; p=0.6).
Conclusion
1. In Ulaanbaatar, only half of the family health centers have specialized laboratory personnel.
2. Laboratory equipment availability was between 50.0% and 60.9%. Centers with specialized laboratory staff showed
significantly better performance in internal and external quality control and broader diagnostic testing services.
3. Differences in diagnostic services were associated with both the population size served and the availability of specialized laboratory staff, indicating the need to strengthen primary health care accessibility and capacity.
8. Results of a comparative study on Non-alcoholic fatty liver induced and microstructural fibrotic changes
Suvd M ; Badrakh M ; Enkhee O ; Onon B ; Gan-Erdene B ; Nomiungerel R ; Avirmed A ; Khongorzul B
Mongolian Journal of Health Sciences 2025;88(4):188-192
Background:
In recent years, the incidence of liver diseases due to complications of non-alcoholic fatty liver disease
(NAFLD) has shown a significant upward trend in Southeast Asian countries. NAFLD is a hepatic disorder characterized
by lipid accumulation in the microstructure of the liver in individuals who consume little to no alcohol. It is often associated with insulin resistance and is diagnosed when steatosis affects more than 5% of hepatocytes histologically, or when
the fat signal intensity on MRI exceeds 5.6%, based on fat-to-water ratio measurements. In Mongolia, histological studies
using frozen liver sections with routine and special staining techniques are limited, highlighting the necessity of this study.
Aim:
To determine and compare the degree of steatosis and fibrosis in frozen liver tissue samples of patients with NAFLD
through histological analysis.
Materials and Methods:
This study was conducted at the the Department of Anatomy, School of Biomedicine and Bio
medical Research Institute of MNUMS in collaboration with the Second State Central Hospital. Ethical approval was
obtained from the Research Ethics Committee of MNUMS (Protocol No. 2024/3-06). All procedures adhered strictly to
laboratory biosafety protocols. Participants were selected among patients undergoing elective laparoscopic cholecystectomy, from whom informed consent was obtained. Based on inclusion criteria, five participants were grouped as follows:
healthy control (n=1), NAFLD without fibrosis (n=2), and NAFLD with fibrosis (n=2). Liver biopsies (approx. 1 cm in
size) were obtained intraoperatively, immediately deep-frozen in liquid nitrogen, and prepared for histological evaluation.
Results:
In patients with NAFLD compared to the healthy liver group, disruption of hepatocyte columnar architecture and
mild periportal lymphocytic infiltration were observed. Oil Red O staining revealed 34–66% micro- and macrovesicular
steatosis, corresponding to grade 2 steatosis. Masson’s trichrome staining showed no fibrotic changes in perivenular or
periportal areas (Ishak grade 0/4) at this stage. However, upon progression to grade 3 steatosis, early-stage fibrosis was
observed in both perivenular and periportal regions (Ishak grade 1/4). Further progression to stage 4 fibrosis was characterized by the development of connective tissue septa, although no significant changes in droplet size were observed.
Conclusions
1. Increasing stages of fibrosis are not directly influenced by the severity of hepatic steatosis in NAFLD.
2. Although the degree of steatosis increases, the absence of corresponding fibrotic changes in early stages indicates a
complex progression pattern of NAFLD requiring further investigation.
9.Assessment of Knowledge, Skills, and Attitudes of Pharmacy Technicians in Community Pharmacies Regarding Pharmaceutical Waste Management
Bat-Erdene G ; Khatanbold O ; Myagmarsuren B ; Davaadagva D ; Munkhbat S
Mongolian Journal of Health Sciences 2025;88(4):193-199
Background:
Among the total healthcare waste generated from health-related activities, 10–20% is considered haz
ardous, posing significant threats to both the environment and human health. Approximately 3% of healthcare waste is
pharmaceutical waste. In Ulaanbaatar city, an estimated 2.65 tons of healthcare waste is generated daily (0.78 tons of
medical waste and 1.87 tons of general waste). With the continuous increase in pharmaceutical consumption, the improper disposal of pharmaceutical waste has emerged as a major environmental concern, adversely affecting nature, animals, and
the food chain. Contamination from pharmaceutical waste, such as the development of antibiotic resistance, is closely
linked to inadequate public awareness of waste management.
Aim:
This study aimed to assess the knowledge, skills, and attitudes of pharmacy technicians in community pharmacies
regarding pharmaceutical waste management.
Materials and Methods:
A cross-sectional survey was conducted among pharmacy technicians across Mongolia. As of
2023, there are 4,959 licensed pharmacy professionals in the country. Using a representative sampling method, data were
collected from 360 pharmacist and pharmacy technicians. Data were analyzed using MS Excel and SPSS version 26.
Results:
A total of 360 pharmacists from both urban and rural areas participated in the study. The assessment was based
on a 5-point Likert scale, with scores of 1-2 considered negative and 3–5 considered positive. The average scores for
knowledge, skills, and attitudes were 3.3, 3.06, and 3.25 respectively. While individual scores were satisfactory, the results of questions targeting social awareness were relatively low.
Conclusion
The knowledge, skills, and attitudes of pharmacy technicians regarding pharmaceutical waste management
were found to be satisfactory. However, to further improve knowledge levels, it is recommended to implement additional
training programs related to pharmaceutical waste management among pharmacy technicians.
10.Open broström-gould repair vs arthroscopic anatomical repair of the anterior talofibular ligament for chronic lateral ankle instability
Amgalankhuu O ; Shiirevnyamba A ; Batsukh S ; Erdenebold B ; Zoljargal S ; Naranbat L ; Munkhsaikhan T
Mongolian Journal of Health Sciences 2025;88(4):221-225
Background:
During inversion injuries of the ankle joint, the anterior talofibular ligament (ATFL) is the most commonly
injured structure. Injuries to the lateral collateral ligaments of the ankle, either in isolation or in combination with injury
to the calcaneofibular ligament (CFL), account for approximately 60-65% of all ankle ligament injuries. In recent years,
several studies have examined the impact of lateral ankle ligament injuries on lifestyle and overall health. Repeated inversion injuries-particularly those occurring three or more times-can lead to chronic ankle instability (CAI). In the treatment
of ankle instability, both open and arthroscopic surgical techniques are widely used internationally. In Mongolia, there is
an increasing clinical need to evaluate and compare the outcomes of arthroscopic versus open surgical repair of lateral
ankle ligament injuries. This need forms the basis of the current study.
Aim:
The comparative studies on open vs arthroscopic anterior talofibular ligament (ATFL) repair are limited. This study
aimed to compare the early therapeutic efficacy and cost between the traditional open Broström-Gould repair and all-arthroscopic anatomical repair of the ATFL for chronic lateral ankle instability.
Materials and Methods:
A total of 40 patients with chronic lateral ankle instability undergoing repair of the ATFL be
tween September 2024 and February 2025 were retrospectively included with a traditional open surgery (n=10) group
and an arthroscopy (n=17) group. The surgery duration, surgical cost, postoperative complications, and the preoperative/postoperative American Orthopaedic Foot & Ankle Society Score (AOFAS) and Karlsson-Peterson score were compared
between groups.
Results:
Compared to the anatomical group, the non-anatomical group had significantly shorter surgery and hospitalization durations. Three months after the operation, the AOFAS and Karlsson scores significantly improved in both groups.
Nevertheless, there was no significant difference in the AOFAS and Karlsson scores between groups at both preoperative
and postoperative assessments. No significant difference was found in the incidence of postoperative complications between the two groups.
Conclusion
1. These results suggest that open Broström-Gould repair and all-arthroscopic anatomical repair of the ATFL have
comparable therapeutic efficacy for chronic lateral ankle instability.
2. The arthroscopic surgery had a smaller incision, while the open Broström-Gould had a shorter surgery duration and
lower cost.
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