Assessing the performance of ChatGPT's responses to questions related to epilepsy: A cross-sectional study on natural language processing and medical information retrieval.

BACKGROUND: Epilepsy is a neurological condition marked by frequent seizures and various cognitive and psychological effects. Reliable information is essential for effective treatment. Natural language processing models like ChatGPT are increasingly used in healthcare for information access and data analysis, making it crucial to assess their accuracy. OBJECTIVE: This study aimed to investigate the accuracy of ChatGPT in providing educational information related to epilepsy. METHODS: We compared the answers from ChatGPT-4 and ChatGPT-3.5 to 57 common epilepsy questions based on the Korean Epilepsy Society's "Epilepsy Patient and Caregiver Guide." Two epileptologists reviewed the responses, with a third serving as an arbiter in cases of disagreement. RESULTS: Out of 57 questions, 40 responses from ChatGPT-4 had "sufficient educational value," 16 were "correct but inadequate," and one was "mixed with correct and incorrect" information. No answers were entirely incorrect. GPT-4 generally outperformed GPT-3.5 and was often on par with or better than the official guide. CONCLUSIONS: ChatGPT-4 shows promise as a tool for delivering reliable epilepsy-related information and could help alleviate the educational burden on healthcare professionals. Further research is needed to explore the benefits and limitations of using such models in medical contexts.

ChatGPT vs. sleep disorder specialist responses to common sleep queries: Ratings by experts and laypeople.

BACKGROUND: Many individuals use the Internet, including generative artificial intelligence like ChatGPT, for sleep-related information before consulting medical professionals. This study compared responses from sleep disorder specialists and ChatGPT to common sleep queries, with experts and laypersons evaluating the responses' accuracy and clarity. METHODS: We assessed responses from sleep medicine specialists and ChatGPT-4 to 140 sleep-related questions from the Korean Sleep Research Society's website. In a blinded study design, sleep disorder experts and laypersons rated the medical helpfulness, emotional supportiveness, and sentence comprehensibility of the responses on a 1-5 scale. RESULTS: Laypersons rated ChatGPT higher for medical helpfulness (3.79 ± 0.90 vs. 3.44 ± 0.99, p < .001), emotional supportiveness (3.48 ± 0.79 vs. 3.12 ± 0.98, p < .001), and sentence comprehensibility (4.24 ± 0.79 vs. 4.14 ± 0.96, p = .028). Experts also rated ChatGPT higher for emotional supportiveness (3.33 ± 0.62 vs. 3.01 ± 0.67, p < .001) but preferred specialists' responses for sentence comprehensibility (4.15 ± 0.74 vs. 3.94 ± 0.90, p < .001). When it comes to medical helpfulness, the experts rated the specialists' answers slightly higher than the laypersons did (3.70 ± 0.84 vs. 3.63 ± 0.87, p = .109). Experts slightly preferred specialist responses overall (56.0%), while laypersons favored ChatGPT (54.3%; p < .001). ChatGPT's responses were significantly longer (186.76 ± 39.04 vs. 113.16 ± 95.77 words, p < .001). DISCUSSION: Generative artificial intelligence like ChatGPT may help disseminate sleep-related medical information online. Laypersons appear to prefer ChatGPT's detailed, emotionally supportive responses over those from sleep disorder specialists.

Seasonal and Weekly Patterns of Korean Adolescents' Web Search Activity of 'Insomnia': a Retrospective Study.

BACKGROUND: Sleep deprivation in adolescents is a common but serious issue in public health. Adolescents often have a progressive circadian delay and suffer from insufficient sleep during weekdays due to the school schedule. Temporal patterns in internet search activity data can provide relevant information for understanding the characteristic sleep problems of the adolescent population. Here, we investigated the seasonal and weekly pattern of internet search activity on 'insomnia' distinctively observed in adolescents. OBJECTIVE: We aimed to reveal whether adolescents exhibit distinct temporal patterns in internet search activity of 'insomnia' compared to adults. We hypothesized that adolescents exhibit larger variations in the internet search volume of 'insomnia,' particularly in association with the school schedule (e.g., academic vacations and weekends). METHODS: We extracted the daily search volume of 'insomnia' in Korean adolescents (13~18 years old), adults (19 ~ 59 years old), and young adults (19~24 years old) during the year 2016~2019 using NAVER DataLab. NAVER is the most popular search engine in Korea (market share of 72.43%), and NAVER DataLab can provide the daily search volume in various age groups. The daily search volume data of each group was normalized with the annual median of each group. The time series of the search volume was decomposed into the slow fluctuation (over a year) and the fast fluctuation (within a week) using the Fast Fourier Transform. Then, we compared the normalized search volume across months in a year (slow fluctuation) and days in a week (fast fluctuation). RESULTS: In the annual trend, two-way ANOVA revealed a significant (group) x (month) interaction (p < 0.001). The adolescents exhibited much greater seasonal variations across a year than the adult population (coefficient of variation: 0.483 for adolescents vs. 0.131 for adults). The search volume of 'insomnia' in adolescents was notably higher in January, February, and August, which are academic vacation periods in Korea (p < .001). In the weekly pattern, two-way ANOVA revealed a significant (group) x (day) interaction (p < 0.001). The adolescents showed considerably increased search volume on Sunday and Monday (p < .001) compared to the adults. In contrast, the young adults (19~24 years old) demonstrated seasonal and weekly patterns similar to the adults. CONCLUSIONS: Adolescents demonstrated distinctive seasonal and weekly patterns in internet searches on 'insomnia' (i.e., increased search in vacation months and weekend/weekday transition), which are closely associated with the school schedule. Adolescents' sleep concerns might be potentially affected by the disrupted daily routine and the delayed sleep phase during vacations and weekends. As we demonstrated, comparing various age groups in infodemiology and infoveillance data might be helpful in identifying distinctive features in vulnerable age groups.

Molecular characterization of methicillin-resistant Staphylococcus aureus isolates in Korea.

We used several molecular typing methods to analyze 196 methicillin-resistant Staphylococcus aureus (MRSA) and 139 methicillin-susceptible S. aureus (MSSA) isolates collected between 1996 and 2005. The sequence type 72 MRSA has increased in frequency in the community in the Republic of Korea and in hospitals in recent years.

Acute human immunodeficiency virus syndrome presenting with hemophagocytic lymphohistiocytosis.

Hemophagocytic lymphohistiocytosis (HLH) has been described in patients with advanced stages of human immunodeficiency virus (HIV) infection, but rarely occurs during the seroconversion stage of acute HIV infection. We report a case of acute HIV syndrome that presented with virus-associated HLH. The patient recovered spontaneously without any immunomodulating therapy. This case suggests that acute HIV infection should be included in the differential diagnosis of HLH and indicates that HLH associated with acute HIV infection can have a favorable outcome.

The short gastrulation shadow enhancer employs dual modes of transcriptional synergy.

It remains unclear how a limited amount of maternal transcription factor Dorsal (Dl) directs broad expression of short gastrulation (sog) throughout the presumptive neurogenic ectoderm in the Drosophila early embryo. Here, we present evidence that the sog shadow enhancer employs dual modes of transcriptional synergy to produce this broad pattern. Bioinformatics analyses indicated that a minimal enhancer region, systematically mapped in vivo, contains five Dl-, three Zelda (Zld)-, and three Bicoid (Bcd)-binding sites; four of these five Dl-binding sites are closed linked to two Zld- and two Bcd-binding sites. Mutations of either the linked Zld- or Bcd-binding sites led to severe reduction in lacZ expression width, length, and/or strength in transgenic embryos. In addition, alteration of the helical phasing in this enhancer region by insertion of spacer sequences between linked sites also resulted in aberrant lacZ expression. These results suggest that synergistic interactions between Dl and Zld and between DI and Bcd are required for broad sog expression.

Antimicrobial susceptibility and clonal relatedness between community- and hospital-acquired methicillin-resistant Staphylococcus aureus from blood cultures.

We compared the antimicrobial resistance and clonal relationships among the community-acquired (CA) and hospital-acquired (HA) methicillin-resistant Staphylococcus aureus (MRSA) strains that were isolated from blood cultures in a university hospital over a 4-year period. A total of 131 MRSA isolates, including 28 CA-MRSA and 103 HA-MRSA strains, were identified; antimicrobial susceptibility testing indicated that the CA-MRSA isolates were more susceptible to erythromycin (21% vs 6%; P=0.02), clindamycin (46% vs 12%; P=0.01), ciprofloxacin (43% vs 11%; P=0.01), and gentamicin (43% vs 6%; P=0.01) than were the HA-MRSA isolates. Pulsed-field gel electrophoresis (PFGE) typing and antimicrobial resistance profiles separated the 20 CA-MRSA isolates into 14 and 10 different patterns, respectively, and the 53 HA-MRSA isolates were separated into 24 and 7 different patterns, respectively. Twenty-one (40%) of the 53 HA-MRSA isolates belonged to two predominant PFGE types, and most of them showed multi-drug resistant patterns. Four (20%) of the 20 CA-MRSA and 10 (19%) of the 53 HA-MRSA isolates fell into two common PFGE patterns, and each of them showed the same multi-drug resistant pattern. This study suggests that, although the CA-MRSA blood isolates showed diverse PFGE and antimicrobial resistance patterns, some of these isolates may have originated from the HA-MRSA strains.

Transcriptional activity of the short gastrulation primary enhancer in the ventral midline requires its early activity in the presumptive neurogenic ectoderm.

The short gastrulation (sog) shadow enhancer directs early and late sog expression in the neurogenic ectoderm and the ventral midline of the developing Drosophila embryo, respectively. Here, evidence is presented that the sog primary enhancer also has both activities, with the late enhancer activity dependent on the early activity. Computational analyses showed that the sog primary enhancer contains five Dorsal (Dl)-, four Zelda (Zld)-, three Bicoid (Bcd)-, and no Single-minded (Sim)-binding sites. In contrast to many ventral midline enhancers, the primary enhancer can direct lacZ expression in the ventral midline as well as in the neurogenic ectoderm without a canonical Simbinding site. Intriguingly, the impaired transcriptional synergy between Dl and either Zld or Bcd led to aberrant and abolished lacZ expression in the neurogenic ectoderm and in the ventral midline, respectively. These findings suggest that the two enhancer activities of the sog primary enhancer are functionally consolidated and geographically inseparable. [BMB Reports 2016; 49(10): 572-577].

Midline enhancer activity of the short gastrulation shadow enhancer is characterized by three unusual features for cis-regulatory DNA.

The shadow enhancer of the short gastrulation (sog) gene directs its sequential expression in the neurogenic ectoderm and the ventral midline of the developing Drosophila embryo. Here, we characterize three unusual features of the shadow enhancer midline activity. First, the minimal regions for the two different enhancer activities exhibit high overlap within the shadow enhancer, meaning that one developmental enhancer possesses dual enhancer activities. Second, the midline enhancer activity relies on five Single-minded (Sim)-binding sites, two of which have not been found in any Sim target enhancers. Finally, two linked Dorsal (Dl)- and Zelda (Zld)-binding sites, critical for the neurogenic ectoderm enhancer activity, are also required for the midline enhancer activity. These results suggest that early activation by Dl and Zld may facilitate late activation via the noncanonical sites occupied by Sim. We discuss a model for Zld as a pioneer factor and speculate its role in midline enhancer activity.

Genetic relatedness among Candida tropicalis isolates from sporadic cases of fungemia in two university hospitals in Korea.

OBJECTIVE: To compare the epidemiology and genetic relatedness of Candida tropicalis isolates causing bloodstream infection (BSI) in two hospitals. SETTING: Two tertiary-care hospitals in Korea. METHODS: A retrospective molecular epidemiologic analysis using pulsed-field gel electrophoresis (PFGE) was performed with 49 C. tropicalis isolates from sporadic cases of BSI. The isolates were collected from 27 patients at Chonnam National University Hospital (CUH) during a 6-year period and 22 patients at Asan Medical Center (AMC) during a 2-year period. RESULTS: Based on the PFGE patterns, the average similarity value (S AB) for the 27 isolates from CUH was 0.84 +/- 0.08, which was significantly higher than that for the 22 isolates from AMC (0.78 +/- 0.06; P < .001). Of the 49 strains from patients at the 2 hospitals, 9 isolates were placed into 3 subtypes with S AB values of 1.0, which indicated that they were identical. All 9 of these strains were isolated from CUH patients, and each type strain was isolated sporadically during a period ranging from 4 months to 3 years. On comparison of the clinical characteristics of the patients of the 2 hospitals, the CUH strains were isolated more frequently from non-neutropenic patients and patients with central venous catheter-related fungemia; cases from CUH had a better outcome than those from AMC (P < .05). CONCLUSIONS: These data show that the clinical and epidemiologic characteristics of C. tropicalis fungemia may differ markedly among hospitals and that some cases of C. tropicalis fungemia may be caused by endemic strains within a hospital.

Proinflammatory cytokine profile in Vibrio vulnificus septicemic patients' sera.

Vibrio vulnificus causes a fulminant and frequently fatal septicemia in susceptible hosts. The present study was designed to evaluate the proinflammatory cytokine profile in V. vulnificus septicemia patients' sera and the effect of doxycycline therapy on the levels of proinflammatory cytokines. Levels of proinflammatory cytokines, tumor necrosis factor (TNF)-alpha, interleukin (IL)-1beta and IL-6, were measured in the sera of V. vulnificus septicemic patients and normal healthy volunteers using colorimetric sandwich ELISA. The mean values of TNF-alpha, IL-1beta and IL-6 in the sera of V. vulnificus patients (n=33) increased by 210-, 232- and 40-fold in comparison with those of normal healthy volunteers (n=5), but only the IL-6 level showed a statistically significant difference (P<0.05) between the two groups. Sera from the cases for which doxycycline treatment histories were obvious were designated 'before-treatment' (TX). All the others were included in the after-TX group. In the before-TX group (n=5), the levels of TNF-alpha and IL-1beta significantly increased (P<0.05) in comparison with the after-TX group (n=5). IL-6 levels in the two groups showed no difference. In conclusion, the levels of the well known proinflammatory cytokines TNF-alpha, IL-1beta and IL-6 increased in the V. vulnificus septicemic patients' sera, and the levels of TNF-alpha and IL-1beta decreased significantly after doxycycline treatment. These data indicate that proinflammatory cytokines might play a critical role in V. vulnificus septicemia like in other endotoxemic shocks. The use of doxycycline as an effective bactericidal agent and as an effective modulator of proinflammatory cytokines is supported.

Capicua is involved in Dorsal-mediated repression of zerknüllt expression in Drosophila embryo.

The maternal transcription factor Dorsal (Dl) functions as both an activator and a repressor in a context-dependent manner to control dorsal-ventral patterning in the Drosophila embryo. Previous studies have suggested that Dl is an intrinsic activator and its repressive activity requires additional corepressors that bind corepressor-binding sites near Dl-binding sites. However, the molecular identities of the corepressors have yet to be identified. Here, we present evidence that Capicua (Cic) is involved in Dl-mediated repression in the zerknüllt (zen) ventral repression element (VRE). Computational and genetic analyses indicate that a DNA-binding consensus sequence of Cic is highly analogous with previously identified corepressor-binding sequences and that Dl failed to repress zen expression in lateral regions of cic mutant embryos. Furthermore, electrophoretic mobility shift assay (EMSA) shows that Cic directly interacts with several corepressor-binding sites in the zen VRE. These results suggest that Cic may function as a corepressor by binding the VRE.

Pedobacter namyangjuensis sp. nov. isolated from soil and reclassification of Nubsella zeaxanthinifaciens Asker et al. 2008 as Pedobacter zeaxanthinifaciens comb. nov.

A Gram-stain-negative, non-motile, strictly aerobic, yellow-pigmented bacterium, designated strain 5G38(T), was isolated from a field cultivated with Chinese cabbage in Korea. The strain grew at 5-40°C and at pH 6.0-8.0. 16S rRNA gene sequence analysis revealed that strain 5G38(T) represented a distinct lineage within the family Sphingobacteriaceae and showed the highest 16S rRNA gene sequence similarity of 95.2% with Pedobacter koreensis WPCB189(T), followed by Pedobacter agri PB92(T) (94.6%), Pedobacter suwonensis 15-52(T) (94.4%), Pedobacter rhizosphaerae 01-96(T) (94.4%), Pedobacter sandarakinus DS-27(T) (94.4%), and Nubsella zeaxanthinifaciens TDMA-5(T) (94.3%). Strain 5G38(T) formed monophyletic clade with Nubsella zeaxanthinifaciens in the cluster comprised of species of the genus Pedobacter. Chemotaxonomic characteristics of the novel strains, including DNA G+C content of genomic DNA (37.0 mol%), the predominant respiratory quinine (MK-7), and the major fatty acids which were iso-C15:0, summed feature 3 (comprising C16:1 ω7c and/or iso-C15:0 2-OH) and iso-C17:0 3-OH, are similar to those of the genus Pedobacter. However, the novel strains can be distinguished from the other species of Pedobacter by physiological properties. The name Pedobacter namyangjuensis sp. nov. is therefore proposed for strain 5G38(T) (KACC 13938(T) =NBRC 107692(T)) as the type strain. Furthermore, the reclassification of Nubsella zeaxanthinifaciens as Pedobacter zeaxanthinifaciens comb. nov. is proposed.

Genetic and phenotypic diversity of carbofuran-degrading bacteria isolated from agricultural soils.

Thirty-seven carbofuran-degrading bacteria were isolated from agricultural soils, and their genetic and phenotypic characteristics were investigated. The isolates were able to utilize carbofuran as a sole source of carbon and energy. Analysis of the 16S rRNA gene sequence indicated that the isolates were related to members of the genera Rhodococcus, Sphingomonas, and Sphingobium, including new types of carbofuran-degrading bacteria, Bosea and Microbacterium. Among the 37 isolates, 15 different chromosomal DNA patterns were obtained by polymerase chain reaction (PCR) amplification of repetitive extragenic palindromic (REP) sequences. Five of the 15 representative isolates were able to degrade carbofuran phenol, fenoxycarb, and carbaryl, in addition to carbofuran. Ten of the 15 representative isolates had 1 to 8 plasmids. Among the 10 plasmid-containing isolates, plasmid-cured strains were obtained from 5 strains. The cured strains could not degrade carbofuran and other pesticides anymore, suggesting that the carbofuran degradative genes were on the plasmid DNAs in these strains. When analyzed with PCR amplification and dot-blot hybridization using the primers targeting for the previously reported carbofuran hydrolase gene (mcd), all of the isolates did not show any positive signals, suggesting that their carbofuran hydrolase genes had no significant sequence homology with the mcd gene.

ZAS3 promotes TNFα-induced apoptosis by blocking NFÏ°B-activated expression of the anti-apoptotic genes TRAF1 and TRAF2.

ZAS3 is a large zinc finger transcription repressor that binds the Ï°B-motif via two signature domains of ZASN and ZASC. A loss-of-function study showed that lack of ZAS3 protein induced accelerated cell proliferation and tumorigenesis. Conversely, gain-of-function studies showed that ZAS3 repressed NFÏ°B-activated transcription by competing with NFÏ°B for the Ï°B-motif. Based on these observations, we hypothesize that ZAS3 promotes apoptosis by interrupting anti-apoptotic activity of NFÏ°B. Here, we present evidence that upon TNFα stimulation, ZAS3 inhibits NFÏ°B-mediated cell survival and promotes caspase-mediated apoptosis. The inhibitory effect of ZAS3 on NFÏ°B activity is mediated by neither direct association with NFÏ°B nor disrupting nuclear localization of NFÏ°B. Instead, ZAS3 repressed the expression of two key anti-apoptotic genes of NFÏ°B, TRAF1 and TRAF2, thereby sensitizing cells to TNFα-induced cell death. Taken together, our data suggest that ZAS3 is a tumor suppressor gene and therefore serves as a novel therapeutic target for developing anti-cancer drugs.

High-level vancomycin-resistant Staphylococcus aureus isolates associated with a polymicrobial biofilm.

Glycopeptides such as vancomycin are the treatment of choice for infections due to methicillin-resistant Staphylococcus aureus. This study describes the identification of high-level vancomycin-resistant S. aureus (VRSA) isolates in a polymicrobial biofilm within an indwelling nephrostomy tube in a patient in New York. S. aureus, Enterococcus faecalis, Enterococcus faecium, Micrococcus species, Morganella morganii, and Pseudomonas aeruginosa were isolated from the biofilm. For VRSA isolates, vancomycin MICs ranged from 32 to >128 microg/ml. VRSA isolates were also resistant to aminoglycosides, fluoroquinolones, macrolides, penicillin, and tetracycline but remained susceptible to chloramphenicol, linezolid, rifampin, and trimethoprim-sulfamethoxazole. The vanA gene was localized to a plasmid of approximately 100 kb in VRSA and E. faecium isolates from the biofilm. Plasmid analysis revealed that the VRSA isolate acquired the 100-kb E. faecium plasmid, which was then maintained without integration into the MRSA plasmid. The tetracycline resistance genes tet(U) and tet(S), not previously detected in S. aureus isolates, were identified in the VRSA isolates. Additional resistance elements in the VRSA isolate included a multiresistance gene cluster, ermB-aadE-sat4-aphA-3, msrA (macrolide efflux), and the bifunctional aminoglycoside resistance gene aac(6')-aph(2")-Ia. Multiple combinations of resistance genes among the various isolates of staphylococci and enterococci, including vanA, tet(S), and tet(U), illustrate the dynamic nature of gene acquisition and loss within and between bacterial species throughout the course of infection. The potential for interspecies transfer of antimicrobial resistance genes, including resistance to vancomycin, may be enhanced by the microenvironment of a biofilm.

Vibrio vulnificus endophthalmitis occurring after ingestion of raw seafood.

Ocular Vibrio vulnificus infections are quite rare, and all previously reported cases have been associated with exposure to seafood and seawater. Here, we report a case of endogenous endophthalmitis caused by V. vulnificus, occurring after the ingestion of raw seafood. This case was not associated with any cutaneous or other severe systemic manifestations.

A case of maternal tetanus in Korea.

Tetanus is uncommon in Korea due to the introduction of vaccination programs and advances in public health. A case of maternal tetanus occurred on the 9 day postpartum in a 29-yr-old woman, who had not received a 10-yr-booster of tetanus-diphtheria toxoid after receiving the primary series of tetanus-toxoid-containing vaccine. There has hitherto been no reports on maternal tetanus in Korea. This case illustrates that tetanus remains a medical problem, principally among non- and under-immunized adults. The only way to fully prevent this disease is to ensure adequate immunization in all adults.

Pichia ohmeri fungemia associated with phlebitis: successful treatment with amphotericin B.

We report a case of fungemia caused by the yeast-form fungus Pichia ohmeriin a 59-year-old hospitalized patient. P. ohmeri was found in all of the patient's blood cultures collected on days 52, 57, 59, and 64 of his hospital stay. Intermittent fever developed on the 52nd hospital day and persisted for about 10 days. The patient had previously received intensive antimicrobial therapy for a ventriculoperitoneal shunt infection and subsequent nosocomial pneumonia. Although a central venous catheter was not used in the patient, he suffered from tender swelling of the right leg due to peripheral phlebitis at the site of insertion of a peripheral venous catheter (which had already been removed at the onset of fever), the same site from which P. ohmeri was isolated. The fungemia and phlebitis cleared following 14-day amphotericin B therapy. This case shows that P. ohmeri can be a nosocomial bloodstream pathogen associated with phlebitis.