Publications by authors named "H-J Bae"

Spatially resolved transcriptomics (ST) has revolutionized the field of biology by providing a powerful tool for analyzing gene expression in situ. However, current ST methods, particularly barcode-based methods, have limitations in reconstructing high-resolution images from barcodes sparsely distributed in slides. Here, we present SuperST, an algorithm that enables the reconstruction of dense matrices (higher-resolution and non-zero-inflated matrices) from low-resolution ST libraries.

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Xerosis, characterized by dry, rough skin, causes discomfort and aesthetic concerns, necessitating effective treatment. Traditional treatments often show limited efficacy, prompting the need for innovative therapies. This study highlights the efficacy of microbiome therapeutic LP51, derived from a healthy vaginal microbiome, in improving xerosis.

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  • A study investigated the impact of the timing of treatment for the first acute attack of myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD) on long-term relapse risk and conversion to MOG-IgG seronegative status.
  • Conducted in South Korea, the research involved a cohort of 240 adults diagnosed with MOGAD, focusing on their treatment timing categorized as early, intermediate, or late.
  • Results indicated that 45.8% of patients experienced relapses and 25% converted to seronegative MOG-IgG, highlighting the potential significance of timely treatment in managing MOGAD.
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  • A study was conducted to develop deep learning algorithms for the automatic segmentation of white matter hyperintensity (WMH) lesions in patients with cerebral infarction, involving a large dataset of 8,421 patients from multiple hospitals in Korea.
  • Two models, 2D UNet and SE-Unet, were trained and validated using FLAIR MRI images, with performance measured against a human-segmented gold standard using various statistical metrics.
  • Results showed that while both models had good performance, the SE-Unet outperformed the UNet with higher average Dice Similarity Coefficients (DSCs) in both internal and external validations, indicating it was more reliable for WMH segmentation.
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  • - Severe fever with thrombocytopenia syndrome (SFTS) is a serious emerging infection in South Korea with a case fatality rate of about 16.8%, which has notably increased since its initial endemic phase from 2016 to 2021.
  • - Key complications among patients include bleeding, hemophagocytic lymphohistiocytosis, and infections like bacteremia and invasive pulmonary aspergillosis, with rapid clinical deterioration observed within days of hospital admission.
  • - Factors contributing to higher fatality rates include older age, co-infections at admission, and specific lab results, highlighting the urgent need for effective treatments beyond supportive care.
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  • This study looked at whether taking statins, a type of medicine, affects the chances of having a repeat stroke or bleeding in the brain for people who have certain brain issues called cerebral microbleeds (CMBs).
  • They analyzed data from many hospitals and included over 16,000 patients, dividing them into those who took statins and those who didn't.
  • The results showed that people who used statins had a lower risk of having another stroke but didn't show a clear difference in the risk of brain bleeding compared to those who didn't take statins.
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  • Novel oral anticoagulants (NOACs) are recommended for stroke prevention in patients with acute ischemic stroke (AIS) and atrial fibrillation (AF), but their real-world effectiveness is unclear.
  • This study analyzed data from nearly 13,000 patients over eight years to examine trends in clinical outcomes related to AIS and AF, particularly looking at how NOAC prescriptions influenced these trends.
  • Results showed that NOAC prescriptions rose significantly from 0% to 75.6%, correlating with a decrease in 1-year incidences of major adverse outcomes from 28.3% to 21.7%, suggesting NOACs may play a key role in improving patient outcomes.
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  • Visible perivascular spaces (BGPVS) are linked to cerebral small vessel disease and may signal higher future stroke risk based on a large analysis of patient data.
  • The study analyzed 7,778 participants with recent ischemic stroke or transient ischemic attack (TIA), examining the relationship between BGPVS, CSOPVS, and various health factors.
  • Results indicated that a greater burden of BGPVS correlates with higher risks of ischemic stroke but not intracranial hemorrhage, while CSOPVS showed weaker associations overall.
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The hemostatic system is upregulated to protect pregnant mothers from hemorrhage during childbirth. Studies of the details just before and after delivery, however, are lacking. Recombinant factor VIIa (rFVIIa) has recently been granted approval by the European Medicines Agency for the treatment of postpartum hemorrhage (PPH).

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Targeted protein degradation (TPD) technology, such as proteolysis-targeting chimera (PROTAC), has become a new therapeutic modality. However, the degradation of undruggable proteins, such as those involved in protein-protein interactions (PPIs), using PROTAC is still limited owing to the difficulties in finding small-molecule binders of these proteins. To identify new chemical moieties that bind to the target sites of the protein of interest (POI), we conducted a site-specific and fragment-based covalent ligand screening using liquid chromatography-tandem mass spectrometry (LC-MS/MS).

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Background: There is limited information on the delivery of acute stroke therapies and secondary preventive measures and clinical outcomes over time in young adults with acute ischemic stroke. This study investigated whether advances in these treatments improved outcomes in this population.

Methods: Using a prospective multicenter stroke registry in Korea, young adults (aged 18-50 years) with acute ischemic stroke hospitalized between 2008 and 2019 were identified.

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Background: White matter hyperintensities (WMH) are associated with cognitive dysfunction after ischemic stroke. Yet, uncertainty remains about affected domains, the role of other preexisting brain injury, and infarct types in the relation between WMH burden and poststroke cognition. We aimed to disentangle these factors in a large sample of patients with ischemic stroke from different cohorts.

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  • High 21-gene recurrence score (RS) and high Ki-67 levels are both poor prognostic factors in estrogen receptor-positive (ER+) breast cancer, though their relationship and impact on survival are not fully understood.
  • This study examined 2,295 women with ER+/ERBB2- breast cancer to investigate the relationship between RS, Ki-67 expression, and recurrence-free survival (RFS), with a focus on those with low RS.
  • Results indicated a moderate correlation between RS and Ki-67 levels, with significant differences in RFS observed based on Ki-67 levels among patients with low RS.
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Methylation patterns in cell-free DNA (cfDNA) have emerged as a promising genomic feature for detecting the presence of cancer and determining its origin. The purpose of this study was to evaluate the diagnostic performance of methylation-sensitive restriction enzyme digestion followed by sequencing (MRE-Seq) using cfDNA, and to investigate the cancer signal origin (CSO) of the cancer using a deep neural network (DNN) analyses for liquid biopsy of colorectal and lung cancer. We developed a selective MRE-Seq method with DNN learning-based prediction model using demethylated-sequence-depth patterns from 63,266 CpG sites using SacII enzyme digestion.

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  • PSCI affects about half of stroke survivors, with the study showing no difference in overall occurrence between men and women but notable differences in specific cognitive impairments.
  • Male stroke survivors tend to have less impairment in attention, executive functioning, and language, but a higher risk for verbal memory impairment compared to females.
  • The Mini-Mental State Examination is more sensitive but less specific for detecting PSCI in women, while the Montreal Cognitive Assessment shows similar sensitivity and specificity for both sexes.
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Background The 2017 international consensus guidelines for intraductal papillary mucinous neoplasm (IPMN) of the pancreas are widely used. Purpose To evaluate the interobserver agreement and diagnostic performance of MRI assessment in predicting the malignant potential of IPMN according to radiologists' experience. Materials and Methods This multicenter retrospective study included 100 patients with pathologically proven pancreatic IPMN (77 patients with surgery, 23 patients with biopsy) who underwent contrast-enhanced MRI between 2016 and 2021.

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Background: Previous observational studies reported that a lower serum 25-hydroxyvitamin D [25(OH)D] concentration is associated with a higher burden of cerebral small vessel disease (cSVD). The causality of this association is uncertain, but it would be clinically important, given that 25(OH)D can be a target for intervention. We tried to examine the causal effect of 25(OH)D concentration on cSVD-related phenotypes using a Mendelian randomization approach.

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  • Recent research indicates a lack of interchangeability between modified Rankin Scale measures of functional outcomes and mortality measures in assessing hospital performance for acute ischemic stroke patients.
  • The study evaluated 8292 hospitalized stroke patients and used various metrics like 1-month and 1-year mortality to assess hospital outcomes.
  • Findings revealed no significant correlation between hospitals’ rankings based on functional outcomes and those based on mortality rates, suggesting that these measures evaluate different aspects of hospital performance.
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SARS-CoV-2 has resulted in high levels of morbidity and mortality world-wide, and severe complications can occur in older populations. Humoral immunity induced by authorized vaccines wanes within 6 months, and frequent boosts may only offer transient protection. GRT-R910 is an investigational self-amplifying mRNA (samRNA)-based SARS-CoV-2 vaccine delivering full-length Spike and selected conserved non-Spike T cell epitopes.

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Background And Objectives: Gait changes are potential markers of cognitive disorders (CDs). We developed a model for classifying older adults with CD from those with normal cognition using gait speed and variability captured from a wearable inertial sensor and compared its diagnostic performance for CD with that of the model using the Mini-Mental State Examination (MMSE).

Methods: We enrolled community-dwelling older adults with normal gait from the Korean Longitudinal Study on Cognitive Aging and Dementia and measured their gait features using a wearable inertial sensor placed at the center of body mass while they walked on a 14-m long walkway thrice at comfortable paces.

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  • Female patients experience greater disability and worse long-term outcomes after ischemic strokes compared to male patients, with distinct clinical manifestations and infarct locations influencing these disparities.
  • A study involving 6,464 patients in South Korea utilized MRI and various statistical methods to assess differences in stroke severity and neurological outcomes based on sex.
  • Results indicated that while the infarct volumes were similar, female patients had higher stroke severity scores, more neurological deterioration, and distinct lesion patterns, suggesting biological factors may play a role in sex differences related to stroke recovery.
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Background And Objectives: Past studies on poststroke cognitive function have focused on the average performance or change over time, but few have investigated patterns of cognitive trajectories after stroke. This project used latent class growth analysis (LCGA) to identify clusters of patients with similar patterns of cognition scores over the first-year poststroke and the extent to which long-term cognitive outcome is predicted by the clusters ("trajectory groups").

Methods: Data were sought from the Stroke and Cognition consortium.

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  • Fluorescent labeling enables precise imaging and tracking of vesicles at the single-particle level, with lipid membrane staining being a popular method due to its minimal interference with vesicle contents.
  • Incorporating lipophilic dyes into vesicle membranes in water is typically inefficient, but a new, quick procedure is proposed that enhances dye integration significantly.
  • By adjusting the ionic strength of the staining buffer with NaCl, researchers were able to increase DiI dye incorporation into vesicles by 290 times and effectively remove excess dye to prevent off-target labeling.
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Background Nipple-sparing mastectomy (NSM) is usually contraindicated in patients with nonmass enhancement (NME) extension to the nipple at breast MRI. However, little is known about the feasibility of NSM when NME extension to the nipple resolves after neoadjuvant chemotherapy (NAC). Purpose To evaluate whether NSM is an appropriate surgical procedure for patients in whom NME extension to the nipple resolves after NAC.

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