The development of lab-on-a-chip technology based on microfluidics has been used from diagnostic test to drug screening in biomedical science. Lab-on-a-chip technology is also being expanded to the concept of an organ-on-a-chip with the development of cell biology and biocompatible material development. In addition, artificial intelligence (AI) has brought dramatic changes over the past few years in science, industry, defense, science and healthcare. AI-generated output is beginning to prove comparable or even superior to that of human experts. Lab-on-a-chip technology in specific microfluidic devices can overcome the above bottlenecks as a platform for building and implementing AI in a large-scale, cost-effective, high-throughput, automated and multiplexed manner. This platform, high-throughput imaging, becomes an important tool because it can generate high-content information which are too complex to analyze with conventional computational tools. In addition to the capabilities of a data provider, lab-on-a-chip technology can also be leveraged to enable AI developed for the accurate identification, characterization, classification and prediction of objects in heterogeneous samples. AI will provide quantitative and qualitative analysis results close to human in the urology field with lab-on-a-chip.

The Korean Medication Algorithm Project for Depressive Disorder (KMAP-DD) first was published in 2002, and has been revised four times, in 2006, 2012, 2017, and 2021. In this review, we compared recommendations from the recently revised KMAP-DD 2021 to four global clinical practice guidelines (CPGs) for depression published after 2010. The recommendations from the KMAP-DD 2021 were similar to those from other CPGs, although there were some differences. The KMAP-DD 2021 reflected social culture and the healthcare system in Korea and recent evidence about pharmacotherapy for depression, as did other recently published evidence-based guidelines. Despite some intrinsic limitations as an expert consensus-based guideline, the KMAP-DD 2021 can be helpful for Korean psychiatrists making decisions in clinical settings by complementing previously published evidence-based guidelines, especially for some clinical situations lacking evidence from rigorously designed clinical trials.

Objective: No previous study examined impact of dementia in the outcome of allogeneic hematopoietic stem cell transplantation (HSCT). We aimed to investigate overall survival (OS) of patients with dementia after receiving HSCT. Methods: Among 8,230 patients who underwent HSCT between 2002 and 2018, 5,533 patients younger than 50 years were first excluded. Remaining patients were divided into those who were and were not diagnosed with dementia before HSCT (dementia group: n = 31; no dementia: n = 2,666). Thereafter, among 2,666 participants without dementia, 93 patients were selected via propensity-matched score as non-dementia group. Patients were followed from the day they received HSCT to the occurrence of death or the last follow-up day (December 31, 2018), whichever came first. Results: With median follow-up of 621 days for dementia group and 654 days for non-dementia group, 2 year-OS of dementia group was lower than that of non-dementia group (53.3% [95% confidence interval, 95% CI, 59.0−80.2%] vs. 68.8% [95% CI, 38.0−68.2%], p = 0.076). In multivariate analysis, dementia had significant impacts on OS (hazard risk = 2.539, 95% CI, 1.166−4.771, p = 0.017). Conclusion Our results indicated that patients diagnosed with dementia before HSCT have 2.539 times higher risk of mortality after transplantation than those not having dementia. With number of elderly needing HSCT is increasing, further work to establish treatment guidelines for the management of HSCT in people with dementia is needed.

Objectives: The Korean Medication Algorithm Project for Depressive Disorder 2021 (KMAP-DD 2021) was a revision of previous works. The main purpose of the current study was to amend guidelines for the treatment of a major depressive disorder (MDD) for children and adolescents. Methods: The survey consisted of 21 questionnaires for children and adolescents. A total of 33 of the 46 experts in child and adolescent psychiatry answered the survey. Results: Antidepressant (AD) monotherapy was selected as the 1st line option for MDD with mild to moderate severity. As the 1st line of treatment for MDD severe without psychotic features in children and adolescents, AD monotherapy and AD augmented with atypical antipsychotics (AAP) were recommended. For MDD with psychotic features, AD augmented with AAP was preferred as the 1st line of treatment. Conclusion We developed an algorithm for child and adolescent populations with depressive disorders, more specifically than the KMAP-DD 2017. We expect this algorithm will provide clinicians useful information and help in the treatment of children and adolescents with depressive disorders.

Objectives: The Korean Medication Algorithm Project for Depressive Disorder (KMAP-DD) was developed in 2002 and revised in 2006, 2012, 2017. In 2021, the fifth edition was published.This edition reflected new findings and the latest trends in the areas of pharmacological treatment. The aim of this study is to present strategies and treatment options according to the subtype of depression using data from the KMAP-DD-2021. Methods: Ninety-seven psychiatrists with clinical experience in depressive disorder were selected. The questionnaires for KMAP-DD 2021 were sent to participants via mail. KMAP-DD 2021 consists of overall treatment strategies and treatment options under specific circumstances.Each treatment strategy or treatment option was evaluated with an overall score of nine and was divided into the three phases of recommendation that include primary, secondary, and tertiary. Results: For persisting depressive disorder, antidepressant monotherapy including selective serotonin reuptake inhibitor (SSRI) (escitalopram, fluoxetine, sertraline, paroxetine), serotoninnorepinephrine reuptake inhibitor (SNRI) (desvenlafaxine, venlafaxine, duloxetine, milnacipran), vortioxetine, and mirtazapine, was recommended as first-line medications. For melancholia of major depressive disorder, SSRI, SNRI, vortioxetine, and mirtazapine also were recommended as first-line medications. For mixed features, SSRI, bupropion, mirtazapine, SNRI, except for duloxetine, and milnacipran were recommended as first-line medications. For anxious distress, SSRI, mirtazapine, and SNRI, except milnacipran, were recommended as first-line medications. Conclusion The preferences of antidepressants by experts differed according to the subtype of depression. These findings suggest that experts treat patients with a major depressive disorder after considering the subtype of depression involved.

Objectives: The Korean Medication Algorithm Project for Depressive Disorder (KMAP-DD) is a consensus-based medication guideline. To reflect advances in pharmacotherapy for depressive disorders, we have undertaken a fourth revision of the KMAP-DD. Methods: The review committee for the new version of the KMAP-DD (KMAP-DD 2021) included 143 Korean psychiatrists with clinical experience in the field of depressive disorders. Each treatment strategy or treatment option was evaluated with an overall score of nine, and the treatment option was categorized into the three levels of recommendation of primary, secondary, and tertiary. Results: The first-line pharmacotherapeutic strategy for mild to moderate major depressive episodes (MDE) was antidepressant (AD) monotherapy. For severe MDE without psychotic features, AD monotherapy or the combination of AD and atypical antipsychotics (AAP) was the first-line strategy. The combination of AD and AAP was recommended as the first-line for the MDE with psychotic features as well. When treatment response to initial AD monotherapy was insufficient, a combination of AAP or another AD was recommended. In the case of unsatisfactory response to initial treatment with an AD and AAP combination, switching to another AAP or adding another AD was recommended. Conclusion Generally, there were no significant changes in the recommendations for MDE management in the KMAP-DD 2021 compared to previous versions. However, it was notable that the preference for the use of AAP and AD with the novel mechanism of action including vortioxetine and agomelatine increased.

Objective: No previous study examined impact of dementia in the outcome of allogeneic hematopoietic stem cell transplantation (HSCT). We aimed to investigate overall survival (OS) of patients with dementia after receiving HSCT. Methods: Among 8,230 patients who underwent HSCT between 2002 and 2018, 5,533 patients younger than 50 years were first excluded. Remaining patients were divided into those who were and were not diagnosed with dementia before HSCT (dementia group: n = 31; no dementia: n = 2,666). Thereafter, among 2,666 participants without dementia, 93 patients were selected via propensity-matched score as non-dementia group. Patients were followed from the day they received HSCT to the occurrence of death or the last follow-up day (December 31, 2018), whichever came first. Results: With median follow-up of 621 days for dementia group and 654 days for non-dementia group, 2 year-OS of dementia group was lower than that of non-dementia group (53.3% [95% confidence interval, 95% CI, 59.0−80.2%] vs. 68.8% [95% CI, 38.0−68.2%], p = 0.076). In multivariate analysis, dementia had significant impacts on OS (hazard risk = 2.539, 95% CI, 1.166−4.771, p = 0.017). Conclusion Our results indicated that patients diagnosed with dementia before HSCT have 2.539 times higher risk of mortality after transplantation than those not having dementia. With number of elderly needing HSCT is increasing, further work to establish treatment guidelines for the management of HSCT in people with dementia is needed.

Objectives: The Korean Medication Algorithm Project for Depressive Disorder 2021 (KMAP-DD 2021) was a revision of previous works. The main purpose of the current study was to amend guidelines for the treatment of a major depressive disorder (MDD) for children and adolescents. Methods: The survey consisted of 21 questionnaires for children and adolescents. A total of 33 of the 46 experts in child and adolescent psychiatry answered the survey. Results: Antidepressant (AD) monotherapy was selected as the 1st line option for MDD with mild to moderate severity. As the 1st line of treatment for MDD severe without psychotic features in children and adolescents, AD monotherapy and AD augmented with atypical antipsychotics (AAP) were recommended. For MDD with psychotic features, AD augmented with AAP was preferred as the 1st line of treatment. Conclusion We developed an algorithm for child and adolescent populations with depressive disorders, more specifically than the KMAP-DD 2017. We expect this algorithm will provide clinicians useful information and help in the treatment of children and adolescents with depressive disorders.

Objectives: The Korean Medication Algorithm Project for Depressive Disorder (KMAP-DD) was developed in 2002 and revised in 2006, 2012, 2017. In 2021, the fifth edition was published.This edition reflected new findings and the latest trends in the areas of pharmacological treatment. The aim of this study is to present strategies and treatment options according to the subtype of depression using data from the KMAP-DD-2021. Methods: Ninety-seven psychiatrists with clinical experience in depressive disorder were selected. The questionnaires for KMAP-DD 2021 were sent to participants via mail. KMAP-DD 2021 consists of overall treatment strategies and treatment options under specific circumstances.Each treatment strategy or treatment option was evaluated with an overall score of nine and was divided into the three phases of recommendation that include primary, secondary, and tertiary. Results: For persisting depressive disorder, antidepressant monotherapy including selective serotonin reuptake inhibitor (SSRI) (escitalopram, fluoxetine, sertraline, paroxetine), serotoninnorepinephrine reuptake inhibitor (SNRI) (desvenlafaxine, venlafaxine, duloxetine, milnacipran), vortioxetine, and mirtazapine, was recommended as first-line medications. For melancholia of major depressive disorder, SSRI, SNRI, vortioxetine, and mirtazapine also were recommended as first-line medications. For mixed features, SSRI, bupropion, mirtazapine, SNRI, except for duloxetine, and milnacipran were recommended as first-line medications. For anxious distress, SSRI, mirtazapine, and SNRI, except milnacipran, were recommended as first-line medications. Conclusion The preferences of antidepressants by experts differed according to the subtype of depression. These findings suggest that experts treat patients with a major depressive disorder after considering the subtype of depression involved.

Objectives: The Korean Medication Algorithm Project for Depressive Disorder (KMAP-DD) is a consensus-based medication guideline. To reflect advances in pharmacotherapy for depressive disorders, we have undertaken a fourth revision of the KMAP-DD. Methods: The review committee for the new version of the KMAP-DD (KMAP-DD 2021) included 143 Korean psychiatrists with clinical experience in the field of depressive disorders. Each treatment strategy or treatment option was evaluated with an overall score of nine, and the treatment option was categorized into the three levels of recommendation of primary, secondary, and tertiary. Results: The first-line pharmacotherapeutic strategy for mild to moderate major depressive episodes (MDE) was antidepressant (AD) monotherapy. For severe MDE without psychotic features, AD monotherapy or the combination of AD and atypical antipsychotics (AAP) was the first-line strategy. The combination of AD and AAP was recommended as the first-line for the MDE with psychotic features as well. When treatment response to initial AD monotherapy was insufficient, a combination of AAP or another AD was recommended. In the case of unsatisfactory response to initial treatment with an AD and AAP combination, switching to another AAP or adding another AD was recommended. Conclusion Generally, there were no significant changes in the recommendations for MDE management in the KMAP-DD 2021 compared to previous versions. However, it was notable that the preference for the use of AAP and AD with the novel mechanism of action including vortioxetine and agomelatine increased.