Browsing by Author "Dudin, Oleksandr"

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Adjusting Laboratory Practices to the Challenges of Wartime
(Narrative Inquiry in Bioethics, 2023) Sulaieva, Oksana; Shcherbakova, Anna; Dudin, Oleksandr
After 500 days of the unjust war initiated by the Russians, we look back to reflect on the challenges our medical laboratory faced during these early days. On the morning of February 24th, we were awakened by the dreadful roar of sirens, the sound of which filled us with adrenaline and anxiety. Although our team had considered the risks of Russian military aggression and thus updated our emergency plan at the beginning of 2022, the first day of the war revealed that nobody was truly ready for the bombing, air alarms, tanks on the streets of towns and cities, violence and murders of civilians. That morning the city’s transportation system collapsed, and the flow of cars cluttered all the roads as people were trying to leave the city and escape the upcoming atrocities and death. Serious and disquieted people hurried along the streets—some people rushed to shelters, and others went to the military registration and enlistment offices to fight against Russian aggressors for the life, independence, and sovereignty of Ukraine. We hurried to work, committed to performing our duties. Our medical laboratory serves more than 750 hospitals in Ukraine. Despite fear and uncertainty, we walked to the lab, taking our children and alarm case1 with documents and essential things. Months later, people asked us why we went to the laboratory instead of leaving the city or even the country. At that moment, our [End Page 155] professional duties were an anchor linking us to each other against fear and panic. Our responsibility to provide patients and physicians with the results of blood testing, pathology, and molecular reports outweighed our fears of the war. We had to complete the testing of all the samples delivered to the laboratory to provide our customers—who include children, pregnant women, diabetic and cancer patients—with data essential for identifying accurate diagnoses and effective treatments. So we spent the first days of the war in the laboratory. At the same time, we had obligations and responsibilities to our staff as well. We had to consider how to manage our employees’ protection along with continuous laboratory services provided under endless air alarms and bombings. Many healthcare facilities in eastern regions and around Kyiv were affected by missiles or completely destroyed. Of our sixty laboratory offices around Ukraine, ten were damaged or abandoned due to occupation. Several of our fleet cars were also damaged and riddled with bullets. Many employees in the regional offices in Melitopol, Kherson, Mariupol, Chernihiv, and in suburbs of Kyiv such as Bucha and Irpin lost their homes as a result of massive military operations or occupation. Dozens of our employees joined the Ukrainian armed forces to defend civilians and fight against aggressors. Many others became volunteers, involved in blood donation, medical care for the wounded, cooking, and serving the troops. And still, we had to continue our work and protect our staff at the same time. We also helped each other by sharing our goods, medication, homes, cars, warmth, and support. Some pathologists stayed at the workplace for several days moving between pathology stations, microscopes and shelters, and sleeping on the floor but continuing to work. Our main challenge was the regular terroristic attacks on healthcare facilities situated far away from the front line, which in fact, violated international humanitarian law regarding respect for human rights during armed conflicts. During the first weeks of the war, the magnitude of military aggression, massive bombing, and air attacks undermined the healthcare system and endangered laboratory staff and patients. We prioritized protective measures. Some of our laboratory staff and facilities were evacuated from Kyiv to Lviv in western Ukraine. The partial relocation of our laboratory to Lviv was also driven by the displacement of several million Ukrainians to the western part of the country.
Digital pathology implementation in cancer diagnostics: towards informed decision-making.
(Frontiers in Digital Health, 2024-05-30) Sulaieva, Oksana; Dudin, Oleksandr; Koshyk, Olena; Panko, Mariia
Digital pathology (DP) has become a part of the cancer healthcare system, creating additional value for cancer patients. DP implementation in clinical practice provides plenty of benefits but also harbors hidden ethical challenges affecting physician-patient relationships. This paper addresses the ethical obligation to transform the physician-patient relationship for informed and responsible decision-making when using artificial intelligence (AI)-based tools for cancer diagnostics. DP application allows to improve the performance of the Human-AI Team shifting focus from AI challenges towards the Augmented Human Intelligence (AHI) benefits. AHI enhances analytical sensitivity and empowers pathologists to deliver accurate diagnoses and assess predictive biomarkers for further personalized treatment of cancer patients. At the same time, patients' right to know about using AI tools, their accuracy, strengths and limitations, measures for privacy protection, acceptance of privacy concerns and legal protection defines the duty of physicians to provide the relevant information about AHI-based solutions to patients and the community for building transparency, understanding and trust, respecting patients' autonomy and empowering informed decision-making in oncology.
Ethical navigation of biobanking establishment in Ukraine: learning from the experience of developing countries.
(Journal of medical ethics, 2023-11-09) Sulaieva, Oksana; Artamonova, Oksana; Dudin, Oleksandr
Building a biobank network in developing countries is essential to foster genomic research and precision medicine for patients’ benefit. However, there are serious barriers to establishing biobanks in low-income and middle-income countries (LMICs), including Ukraine. Here, we outline key barriers and essential milestones for the successful expansion of biobanks, genomic research and personalised medicine in Ukraine, drawing from the experience of other LMICs. A lack of legal and ethical governance in conjunction with limited awareness about biobanking and community distrust are the principal threats to establishing biobanks. The experiences of LMICs suggest that Ukraine urgently needs national guidelines covering ethical and legal aspects of biospecimen-related research. National guidelines must be consistent with international ethical recommendations for safeguarding participants’ rights, welfare and privacy. Additionally, efforts to educate and engage physicians and patient communities are essential for achieving biobanking goals and benefits for precision medicine and future patients.
Incidence of BRAF mutations in cutaneous melanoma: histopathological and molecular analysis of a Ukrainian population
(Melanoma Management, 2023-12-21) Sulaieva, Oksana; Dudin, Oleksandr; Minster, Ozar; Kobyliak, Nazarii
Aim: This study aimed to investigate the incidence of BRAF mutation in cutaneous melanoma in theUkrainian population with respect to clinical and histopathological data. Materials & methods: This single-center retrospective cohort study enrolled 299 primary CM with known BRAF status assessed by RT-PCR.Results: The overall BRAF mutation rate was 56.5% in CM and demonstrated a link with the younger age(p < 0.001), anatomical site (p < 0.001) and histological type of CM (p = 0.022). BRAF-positive CM possesseda slightly higher mitotic rate (p = 0.015) and Breslow thickness (p = 0.028) but did not relate to tumor-infiltrating lymphocytes. Conclusion: The high rate of BRAF mutations in CM patients in the Ukrainiancohort was associated with superficial spreading histology, higher depth of invasion and proliferation.
The detrimental consequences of two consecutive disasters impacting cytopathology in Ukraine: COVID followed by the war.
(Cytopathology, 2023-04-15) Sulaieva, Oksana; Dudin, Oleksandr; Botsun, Pavlina
The Covid-19 pandemic and ongoing war in Ukraine caused unprecedented disruption in healthcare, including cytopathology activities. This paper elucidates the effect of two consecutive disasters-the COVID-19 pandemic followed by the war-on cytopathology practice in Ukraine through a single-centre retrospective study. Total testing volumes, geographic distribution, and indicators of laboratory operations were assessed during three periods of 3 months each: the first 3 months of the acute phase of the war (March-May 2022, period 1); summer (June-August 2022, period 2); and the fall (September-November 2022, period 3, associated with massive attacks on the energy infrastructure in Ukraine). These data were compared with the corresponding periods in 2020, during the COVID-19 pandemic, and in 2021, the post-lockdown period. The ongoing war in Ukraine has caused a dramatic disruption in routine health maintenance and cytological practice. A net decline in both PAP testing and non-gynaecological pathology was associated with a geographic redistribution of cytopathological testing, and an increase in the rate of abnormal sample reporting. Despite these challenges, cytopathology practice in Ukraine demonstrates resilience, allowing for maintaining the healthcare system and addressing the needs of the civil population during the war. The ongoing war in Ukraine heavily affected cytological practice. The decline in PAP testing during the early period of the war was associated with an increase in the abnormal sample rate. Further study of the war's impact on the cervical pathology rate and the health of the population in the next decades is needed.
Uncovering factors predicting BRAF mutation in cutaneous melanoma.
(American Journal of Clinical Pathology, 2024-10-15) Sulaieva, Oksana; Dudin, Oleksandr; Mintser, Ozar
Introduction/Objective BRAF mutations are considered to be the most common genetic alteration in cutaneous melanoma (CM). Patient management relies on assessing molecular biomarkers enabling the personalization of patients’ treatment. The goal of this study was to develop the tools for predicting BRAF mutation using routine clinical and histological features. Methods/Case Report A total of 2041 CM cases were enrolled in the study to identify factors associated with BRAF mutation. Variables included sex, age, primary location, stage, histological type, ulceration, mitosis, Clark level, Breslow thickness, lymphocytes, lymphovascular invasion (LVI), perineural invasion (PNI), regression, microsatellite, association with nevus. Results (if a Case Study enter NA) The Ukrainian population demonstrated a high rate of BRAF mutation in CM, associated with the younger age and location at non-sun-expose skin. This study also revealed gender-specific differences in CM anatomic distribution and BRAF mutation subtype prevalence. By using the genetic selection method, the minimal set of variables related to BRAF mutations was defined and included age, primary tumor location, histological type, ulceration, LVI, and association with nevus. To encounter non- linear links, the non-linear neural network modeling was applied. For this aim multilayer perceptron (MLP) with one hidden layer was used. The hidden layer architecture included 4 neurons with a logistic activating function. The AUROCMLP6 of the model was 0.79 (0.74 – 0.84). When applying the optimal threshold, the following characteristics of the model were reached: sensitivity - 89.4% (84.5 – 93.1%); specificity - 50.7% (42.2% – 59.1%); positive predictive value (PPV) - 73.1% (69.6% – 76.3%) and NPV - 76.0% (67.6% – 82.8%) respectively. The developed MLP model allows the prediction of BRAF status in CM, facilitating decisions concerning further patient management. Conclusion The developed MLP model, relying on 6 variables analysis allows the prediction of BRAF status in melanoma, facilitating decisions concerning further patient management.