RESUMEN
BACKGROUND: Real-world data on the effectiveness and safety of lasmiditan, a new medication for acute migraine attacks, is necessary. METHODS: We performed a prospective, observational, multi-center, real-world study. A total of 48 patients with migraine (44 females, 44.6 ± 12.9 years old) were included in this study. RESULTS: Twenty-three patients (47.9%) reported they were headache-free two hours after taking lasmiditan and were categorized into the responder group. In total, 44 patients (91.7%) experienced at least one side effect within two hours of taking the medication. Dizziness, somnolence, malaise, nausea, and palpitations were reported by 56.3% (n = 27), 45.8% (n = 22), 37.5% (n = 18), 20.8% (n = 10), and 14.6% (n = 7) of patients respectively. Of 48 patients, 20 (41.7%) indicated that they preferred lasmiditan to their previous acute treatment. There were no predictive factors for efficacy. CONCLUSION: This real-world study demonstrated the efficacy and safety of lasmiditan. More than 90% of patients experienced side effects from lasmiditan. Approximately 40% of patients preferred lasmiditan despite the occurrence of side effects.
Asunto(s)
Benzamidas , Trastornos Migrañosos , Piperidinas , Piridinas , Humanos , Trastornos Migrañosos/tratamiento farmacológico , Femenino , Masculino , Adulto , Persona de Mediana Edad , Japón , Estudios Prospectivos , Resultado del Tratamiento , Piridinas/efectos adversos , Piridinas/uso terapéutico , Piperidinas/efectos adversos , Piperidinas/uso terapéutico , Benzamidas/efectos adversos , Benzamidas/uso terapéutico , Agonistas de Receptores de Serotonina/efectos adversos , Agonistas de Receptores de Serotonina/uso terapéuticoRESUMEN
BACKGROUND: Anti-calcitonin gene-related peptide monoclonal antibodies (CGRPmAbs) have greatly changed migraine treatment options. In Japan, although CGRPmAb guidelines (≥ 4 monthly migraine days (MMDs) and ≥ 1 previous preventive failure) are well-acknowledged, the actual use of CGRPmAbs and the circumstances of the related headache care are unknown. METHODS: We conducted an online survey of Japanese Headache Society members, inquiring about the physicians' experience with CGRPmAbs and how they make decisions related to their use. RESULTS: Of the 397 respondents, 320 had prescribed CGRPmAbs. The threshold number of previous preventive failures for recommending a CGRPmAb was two for the majority of the respondents (n = 170, 54.5%), followed by one (n = 64, 20.5%). The MMD threshold was ≥ 4 for 71 respondents (22.8%), ≥ 6 for 68 (21.8%), ≥ 8 for 76 (24.4%), and ≥ 10 for 81 (26.0%). The respondents tended to assess treatment efficacy after 3 months (episodic migraine: n = 217, 69.6%, chronic migraine: n = 188, 60.3%). The cost of CGRPmAbs was described by many respondents in two questions: (i) any request for a CGRPmAb (27.7%), and (ii) the most frequently reported reason for responders to discontinue CGRPmAbs (24.4%). CONCLUSIONS: Most of the respondents recommended CGRPmAbs to patients with ≥ 2 preventive failures, followed by ≥ 1. The MMD threshold ranged mostly from ≥ 4 to ≥ 10. The concern for costs was raised as a major limiting factor for prescribing CGRPmAbs.
Asunto(s)
Anticuerpos Monoclonales , Péptido Relacionado con Gen de Calcitonina , Trastornos Migrañosos , Humanos , Anticuerpos Monoclonales/uso terapéutico , Péptido Relacionado con Gen de Calcitonina/antagonistas & inhibidores , Cefalea/tratamiento farmacológico , Japón , Trastornos Migrañosos/tratamiento farmacológico , Trastornos Migrañosos/prevención & control , Médicos , Sociedades CientíficasRESUMEN
BACKGROUND: There have been very few real-world studies reported in the literature solely focusing on fremanezumab in Asia. This study aimed to evaluate the efficacy and safety of fremanezumab in a real-world setting in Japan. METHOD: This single-centered, observational, retrospective study examined patients with migraines who received four doses of fremanezumab between December 2021 and August 2022 at Keio University Hospital. We assessed the changes in monthly migraine days, responder rates, and migraine-associated symptoms, as well as injection site reactions and adverse events. RESULT: Twenty-nine patients were enrolled, wherein 79.3% were women. Compared with those at baseline, the monthly migraine days decreased by 5.9 days at 4 months. The 50% responder rate was 55.2% at 4 months. A total of 57.9%, 47.8%, and 65.0% of patients showed improvement in the severity of photophobia, phonophobia, and nausea/vomiting, respectively. Moreover, injection site reactions were the most common adverse events (55.2%). CONCLUSION: Fremanezumab is effective and safe for migraine prevention in Japan. Fremanezumab also improved migraine-associated symptoms in half of the patients.
Asunto(s)
Reacción en el Punto de Inyección , Trastornos Migrañosos , Humanos , Femenino , Masculino , Estudios Retrospectivos , Japón/epidemiología , Resultado del Tratamiento , Método Doble Ciego , Trastornos Migrañosos/diagnósticoRESUMEN
We report an autopsy case of anti-N-methyl-D-aspartate (NMDA) receptor (NMDAR) encephalitis with concurrent human herpes virus-6 (HHV-6) A deoxyribonucleic acid (DNA) detection in cerebrospinal fluid (CSF). A 38-year-old previously healthy Japanese man presented with a generalized seizure. Brain magnetic resonance imaging (MRI) findings were unremarkable, but CSF revealed pleocytosis. On Day 11, HHV-6 DNA was detected in CSF, and IgG antibodies against the NR1 subunit of the NMDAR (GluN1) were subsequently detected. Since HHV-6 encephalitis was initially suspected, the patient was treated with foscarnet and ganciclovir, but the HHV-6A copy number increased from 200 (Day 22) to 2000 copies/mL (Day 47), and the therapy was ineffective. As typical symptoms of anti-NMDAR encephalitis developed, we changed the patient's treatment to combat anti-NMDAR encephalitis. He was repeatedly treated with first-line immunotherapy, and GluN1 antibody titer decreased. He was not treated with second-line immunotherapy because of recurrent infections; he died on Day 310. Postmortem examinations did not show systemic tumors. Microscopic examination of the brain revealed only severe neuronal rarefaction in the hippocampal cornu ammonis (CA) 3-4 areas with gliosis. Early initiation of aggressive immunotherapy may be required in a refractory case of anti-NMDAR encephalitis, even with HHV-6A DNA detection, because the significance of this concurrent detection in autoimmune encephalitis remains unclear.
Asunto(s)
Encefalitis Antirreceptor N-Metil-D-Aspartato , Masculino , Humanos , Adulto , Encefalitis Antirreceptor N-Metil-D-Aspartato/complicaciones , Encefalitis Antirreceptor N-Metil-D-Aspartato/diagnóstico , Encefalitis Antirreceptor N-Metil-D-Aspartato/patología , Autopsia , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Convulsiones/etiología , Inmunoterapia/efectos adversosRESUMEN
BACKGROUND: Anti-calcitonin gene-related peptide monoclonal antibodies (CGRPmAbs) are a favourable option for patients with migraine who experience distressful headache disability and fail to respond to traditional preventive treatment options. However, since CGRPmAb has been available for only 2 years in Japan, the difference between good and poor responders remains unknown. We aimed to investigate the clinical characteristics of patients with migraine in Japan who responded well to CGRPmAb based on real-world data. METHODS: We analysed patients who visited Keio University Hospital, Tokyo, Japan, between the 12th of August 2021 and 31st of August 2022, and were prescribed one of three CGRPmAbs (erenumab, galcanezumab, and fremanezumab) for more than 3 months. We recorded the patients' basic migraine characteristics, such as pain quality, monthly migraine days (MMD)/monthly headache days (MHD), and the number of prior treatment failures. We defined good responders as patients whose MMDs decreased by more than 50% after 3 months of treatment and other patients as poor responders. We compared the baseline migraine characteristics between the two groups and performed logistic regression analysis based on the items that showed statistically significant differences. RESULTS: In total, 101 patients were considered eligible for the responder analysis (galcanezumab: 57 (56%), fremanezumab: 31 (31%), and erenumab: 13 (13%)). After 3 months of treatment, 55 (54%) patients achieved ≥ 50% reduction in MMDs. Comparisons between ≥ 50% responders and non-responders revealed that age was significantly higher (p = 0.003), and MHD and total prior treatment failures were significantly lower (p = 0.027, 0.040, respectively), in responders than in non-responders. Age was a positive predictive factor, and the total number of prior treatment failures and past medical history of immuno-rheumatologic diseases were negative predictive factors of CGRPmAb responsiveness in Japanese patients with migraine. CONCLUSIONS: Patients with migraine who are older, with fewer prior treatment failures and no past history of immuno-rheumatologic disease, may respond well to CGRPmAbs.
Asunto(s)
Péptido Relacionado con Gen de Calcitonina , Trastornos Migrañosos , Humanos , Péptido Relacionado con Gen de Calcitonina/uso terapéutico , Japón , Resultado del Tratamiento , Método Doble Ciego , Anticuerpos Monoclonales/farmacología , Anticuerpos Monoclonales/uso terapéutico , Trastornos Migrañosos/tratamiento farmacológico , Cefalea/tratamiento farmacológicoRESUMEN
BACKGROUND: Headache is an adverse event of coronavirus 2019 (COVID-19) vaccination. Whether patients with history of headache suffer more from vaccination-induced headaches is unknown. We aimed to uncover if headache patients develop more headaches after COVID-19 mRNA vaccination than healthy controls. METHODS: We performed a questionnaire survey for nursing staff in our hospital from April to May 2021. Based on baseline characteristics, we divided the participants into migraine, non-migrainous headache, and healthy control, and examined the occurrence and features of headache after COVID-19 vaccinations. RESULTS: We included 171 participants (15.2% migraine and 24.6% non-migrainous headache). Headache incidence after vaccinations was significantly higher in the migraine (69.2%) and non-migrainous headache (71.4%) groups than in the healthy control (37.9%) group. The incidence of headaches was significantly higher after the second dose compared to the first (45.6% vs. 20.5%). CONCLUSION: Migraineurs and non-migrainous headache participants developed more headaches compared to the healthy controls after COVID-19 vaccination.
Asunto(s)
Vacunas contra la COVID-19 , COVID-19 , COVID-19/epidemiología , COVID-19/prevención & control , Vacunas contra la COVID-19/efectos adversos , Estudios Transversales , Cefalea/epidemiología , Cefalea/etiología , Humanos , Incidencia , Vacunación/efectos adversosRESUMEN
OBJECTIVE: To evaluate the efficacy and safety of galcanezumab in patients with migraine in a real-world setting in Japan. BACKGROUND: Galcanezumab is the first anti-calcitonin gene-related peptide monoclonal antibody approved in Japan. To the best of our knowledge, no real-world studies on galcanezumab have been published in any international journal from Japan. METHODS: We retrospectively examined patients with migraine who received three doses of galcanezumab between August 2021 and February 2022 at the Keio University Hospital. We assessed changes in monthly migraine days, responder rate, and migraine-associated and premonitory symptoms. We also investigated injection site reactions and adverse events. RESULTS: Fifty-two patients received three doses of galcanezumab during the study period. Compared with those at baseline, the monthly migraine days decreased by 5.9 days (95% confidence interval, 4.2-7.7) at 3 months. The 50% responder rate was 61.5% at 3 months. A total of 64.9%, 50.0%, and 63.9% of patients showed improvement in the severity of photophobia, phonophobia, and nausea/vomiting, respectively. Premonitory symptoms without subsequent headache were reported in 62.5% of patients. Moreover, injection site reaction was the most common adverse event (34.6%). CONCLUSION: This study revealed the efficacy and safety of galcanezumab for migraineurs in Japan. Galcanezumab also improved migraine-associated symptoms. However, despite a reduction in headaches, premonitory symptoms without subsequent headache were reported in > 50% of the patients at 3 months.
Asunto(s)
Anticuerpos Monoclonales Humanizados , Anticuerpos Monoclonales , Trastornos Migrañosos , Humanos , Anticuerpos Monoclonales/efectos adversos , Método Doble Ciego , Cefalea/tratamiento farmacológico , Japón/epidemiología , Trastornos Migrañosos/tratamiento farmacológico , Estudios Retrospectivos , Resultado del TratamientoRESUMEN
OBJECTIVE: Miraflow is a cleaner for soft contact lens which contains 20% isopropyl alcohol. The purpose of this study was to determine the activity against Acanthamoeba trophozoites and cysts for Miraflow. In addition, to determine the activity of combined Miraflow and multipurpose solutions (MPSs) against Acanthamoeba cysts. METHODS: Two simulated-use studies were conducted. The significance in the log reduction in the number of trophozoites and cysts of A. castellanii strains ATCC 50514 and ATCC 50370 or A. polyphaga ATCC 30461 after exposure to Miraflow alone was determined by the Spearman-Karber method. To examine the activity against Acanthamoeba of combined Miraflow and an MPS, the log reduction in the number of cysts after a 1-min exposure to Miraflow followed by a 4-hr exposure to MPS (ReNu fresh) was also determined. RESULTS: Short-time exposure of 30 sec to Miraflow demonstrated activity against the Acanthamoeba trophozoites. However, a 1-min treatment was only relatively effective (1.1 log reduction) against the cysts of A. castellanii ATCC 50514, but no statistically significant reduction was observed for the cysts of the other 2 strains. The combined use with Miraflow and MPS demonstrated activity against the cysts, and a 3.0, 1.0, or 1.5 log reduction in the numbers was obtained for A. castellanii ATCC 50514, A. castellanii ATCC 50370, and A. polyphaga ATCC 30461, respectively. CONCLUSIONS: Exposure to combined Miraflow and MPS resulted in reductions in the number of Acanthamoeba cysts.
Asunto(s)
Queratitis por Acanthamoeba/prevención & control , Acanthamoeba/efectos de los fármacos , Soluciones para Lentes de Contacto/farmacología , Lentes de Contacto Hidrofílicos/microbiología , Desinfectantes/farmacología , Desinfección/métodos , Acanthamoeba/aislamiento & purificación , Animales , Humanos , Trofozoítos/efectos de los fármacosRESUMEN
Objective In randomized clinical trials and real-world studies, calcitonin gene-related peptide (CGRP) monoclonal antibodies (mAbs), including erenumab, have demonstrated efficacy for migraine prevention. However, there have been no real-world studies focusing on erenumab in East Asia that investigated its efficacy on migraine-associated symptoms and patient-reported satisfaction levels. Methods This single-center, observational, retrospective, real-world study examined patients who received at least three doses of erenumab at Keio University Hospital, Tokyo, Japan, between December 2021 and March 2023 as their first CGRP mAb treatment in a real-world setting. The patients were administered 70 mg of erenumab monthly. We assessed changes in monthly migraine days (MMDs), responder rates, migraine-associated symptoms including photophobia, phonophobia, nausea/vomiting, and patient-reported satisfaction levels. In addition, injection site reactions and other adverse events were recorded to investigate safety. Results Nineteen patients were considered eligible for the analysis. At 3 months, erenumab decreased MMDs by 6.6 (95% confidence interval, 2.3-10.8; p<0.01). The 50% responder rate was 42%. A total of 83% (n=15), 56% (n=10), and 71% (n=10) of patients reported either improvement in or disappearance of photophobia, phonophobia, and nausea/vomiting, respectively, and 44% (n=8) and 28% (n=5) answered "very satisfied" and "somewhat satisfied", respectively, with erenumab treatment, leaving only 28% (n=5) as "unsatisfied". Injection site reactions (n=6, 32%) and constipation (n=4, 21%) were frequent adverse events. Conclusion In a real-world setting in Japan, erenumab proved to be effective in not only reducing migraine and headache frequency but also improving migraine-associated symptoms and satisfying the majority of patients.
RESUMEN
In this study, we report on a case of probable sporadic Creutzfeldt-Jakob disease (sCJD) diagnosed after a difficult course of status epilepticus (SE) in a patient with poststroke epilepsy. The patient was admitted with progressive cognitive decline and convulsive SE; therefore, it was initially thought that the patient had developed SE due to nonadherence to antiseizure medication (ASM) use, but despite treatment with ASMs after admission, no improvement was noted in consciousness disturbance or lateralized periodic discharges (LPDs) on electroencephalogram (EEG) examination. After a refractory course, the progression of LPDs to generalized periodic discharges (GPDs) on EEG and abnormal magnetic resonance imaging (MRI) findings met the diagnostic criteria of sCJD. Even if the patient had epilepsy, such as poststroke epilepsy, as in this case, it is essential to consider other underlying causes, including CJD in cases of superrefractory SE.
RESUMEN
Background: Migraine is one of the most common neurological disorders worldwide. Clinical characteristics of migraine may be somewhat different across ethnic groups. Although factors such as stress, lack of sleep, and fasting are known as migraine triggers, the discussion about geographical differences of migraine triggers in Asia is lacking. Methods: In this study, we performed a narrative review on migraine triggers in Asia. We searched PubMed for relevant papers published between January 2000 and February 2022. Results: Forty-two papers from 13 Asian countries were included. Stress and sleep are the most frequently reported migraine triggers in Asia. There were some differences in migraine triggers in Asian countries: fatigue and weather common in Eastern Asia and fasting common in Western Asia. Conclusion: Majority of the common triggers reported by patients with migraine in Asia were stress and sleep, similar to those reported globally, thus showing they are universally important. Some triggers linked to internal homeostasis are influenced by culture (e.g., alcohol, food/eating habit), and triggers related to environmental homeostasis, such as weather, are highly heterogenous between regions.
RESUMEN
BACKGROUND: Anti-calcitonin gene-related peptide monoclonal antibodies (CGRPmAbs) have dramatically changed preventive treatment options for patients with migraine. Although there is emerging real-world evidence on the use of CGRPmAbs globally, the change in efficacy and safety after switching between CGRPmAbs owing to patients' frequency of hospital visits preference remains unknown. METHODS: We conducted a single-centre, retrospective, real-world study of patients with migraine who first received galcanezumab for 3 or 4 months and then switched to fremanezumab at Keio University Hospital. We investigated changes in monthly migraine days (MMD), responder rate, and adverse effects such as injection site reactions. RESULTS: MMD increased only by 0.7 (95% CI, -4.1-5.5; p = 0.748) after 4 months of treatment with fremanezumab (6.1, 95% CI, 2.3-9.9) compared to before switching (5.4, 95% CI, 2.2-8.6). Furthermore, switching from galcanezumab to fremanezumab produced only minor adverse events, such as injection site reactions. CONCLUSIONS: After switching from galcanezumab to fremanezumab out of the desire to visit the hospital less often, the reduction in MMD compared to baseline was sustained, and no serious adverse effects were observed.
Asunto(s)
Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Trastornos Migrañosos , Humanos , Péptido Relacionado con Gen de Calcitonina , Reacción en el Punto de Inyección , Estudios Retrospectivos , Resultado del Tratamiento , Método Doble Ciego , Anticuerpos Monoclonales/efectos adversos , Hospitales UniversitariosRESUMEN
INTRODUCTION: Migraine pharmacological therapies targeting calcitonin gene-related peptide (CGRP), including monoclonal antibodies and gepants, have shown clinical effect and optimal tolerability. Interactions between treatments of COVID-19 and CGRP-related drugs have not been reviewed. AREAS COVERED: An overview of CGRP, a description of the characteristics of each CGRP-related drug and its response predictors, COVID-19 and its treatment, the interactions between CGRP-related drugs and COVID-19 treatment, COVID-19 and vaccination-induced headache, and the neurological consequences of Covid-19. EXPERT OPINION: Clinicians should be careful about using gepants for COVID-19 patients, due to the potential drug interactions with drugs metabolized via CYP3A4 cytochrome. In particular, COVID-19 treatment (especially nirmatrelvir packaged with ritonavir, as Paxlovid) should be considered cautiously. It is advisable to stop or adjust the dose (10 mg atogepant when used for episodic migraine) of gepants when using Paxlovid (except for zavegepant). CGRP moncolconal antibodies (CGRP-mAbs) do not have drug - drug interactions, but a few days' interval between a COVID-19 vaccination and the use of CGRP mAbs is recommended to allow the accurate identification of the possible adverse effects, such as injection site reaction. Covid-19- and vaccination-related headache are known to occur. Whether CGRP-related drugs would be of benefit in these circumstances is not yet known.
Asunto(s)
COVID-19 , Trastornos Migrañosos , Humanos , Péptido Relacionado con Gen de Calcitonina , Tratamiento Farmacológico de COVID-19 , Vacunas contra la COVID-19/uso terapéutico , Trastornos Migrañosos/tratamiento farmacológico , Cefalea/tratamiento farmacológico , Cefalea/inducido químicamente , Antagonistas del Receptor Peptídico Relacionado con el Gen de la Calcitonina/efectos adversos , Anticuerpos Monoclonales/efectos adversosRESUMEN
Objective This study examined the prevalence of migraine in nurses in Japan, which, to our knowledge, has not been documented in English. Methods From April to May 2021, we administered a questionnaire to 229 nurses working at Keio University Hospital to investigate the prevalence and characteristics of headache among nurses in Japan. Headaches were classified as migraine or tension-type headache (TTH) based on the International Classification of Headache Disorders-3 (ICHD-3). Results In total, 80 patients (34.9%) had primary headaches, including 47 (20.5%) with migraine and probable migraine and 33 (14.4%) with TTH and probable TTH. We found a significant difference in the Numerical Rating Scale score, nausea and vomiting, photophobia, phonophobia, and aggravation by routine physical activity between migraine and TTH. The specificities for a migraine diagnosis were 100% and 93.9% for nausea/vomiting and photophobia, respectively. Only 8.8% of patients had their headaches diagnosed by a physician. Conclusion Migraines have a high prevalence (>20%) among nurses and are often under-diagnosed. In many cases, headache-associated symptoms are more important than laterality or other characteristics for the diagnosis. Many nurses are treated for headaches without a correct diagnosis. Further education regarding primary headaches may be necessary for health practitioners as well as society.
RESUMEN
The usefulness of 5-cyano-2,3-ditolyl-tetrazolium chloride (CTC) staining to determine the respiratory activity of Acanthamoeba was evaluated in this study. Acanthamoeba trophozoites and cysts have a red fluorescence after staining with CTC. To determine the effectiveness of CTC staining as a CTC biocidal assay for Acanthamoeba, the trophozoites and cysts of Acanthamoeba castellanii (ATCC 5037) were treated with serial concentrations of disinfectant solutions, namely, polyhexamethylene biguanide (PHMB) and commercial soft contact lens (SCL) disinfectant solutions. The treated Acanthamoeba organisms were stained with CTC, and their respiratory activity was determined by the intensity of fluorescence in a fluorescence microplate reader. The survival rates of the same samples were determined by a culture-dependent biocidal assay using the Spearman-Karber method. Our results showed that the respiratory activities determined by the CTC biocidal assay and the survival rates determined by the culture-dependent biocidal assay for Acanthamoeba trophozoites and cysts decreased in a dose-dependent way after PHMB treatments, and the results were significantly correlated (r = 0.83 and P < 0.01 for trophozoites; r = 0.60 and P < 0.01 for cysts; Spearman rank correlation test). The respiratory activities in the trophozoites and cysts treated with SCL disinfectant solutions were significantly correlated with the survival rate (r = 0.70 and P < 0.01 for trophozoites; r = 0.64 and P < 0.01 for cysts; Spearman rank correlation test). The significant correlation of the results indicated that the CTC biocidal assay can be used as an alternative method to a culture-dependent biocidal assay. The CTC biocidal assay is a rapid and simple method to test the effectiveness of disinfectant solutions against Acanthamoeba trophozoites and cysts.
Asunto(s)
Acanthamoeba castellanii/efectos de los fármacos , Desinfectantes/farmacología , Viabilidad Microbiana/efectos de los fármacos , Coloración y Etiquetado/métodos , Sales de Tetrazolio/metabolismo , Acanthamoeba castellanii/crecimiento & desarrollo , Acanthamoeba castellanii/metabolismo , Biguanidas/farmacología , Fluorometría/métodos , Humanos , Pruebas de Sensibilidad Parasitaria/métodosRESUMEN
Objectives: This study examined whether the reliability of the Nine Hole Peg Test (NHPT) is improved by a modification (mNHPT) that confines the peg insertion/removal order to one way to reduce the degree of freedom of spatial strategies. Methods: Participants performed the NHPT and mNHPT three times each in two sessions with an interval of 3-5 days. Healthy adults used their non-dominant hand (n=40), while those with hemiparetic stroke used their affected (n=40) or unaffected hand (n=40). The mean value of three trials from each session was used for analyses. The reliabilities of the NHPT and mNHPT during the two sessions were assessed via intraclass correlation coefficients (ICCs) and Bland-Altman analysis. Results: The ICCs of the NHPT and mNHPT were 0.49 and 0.66, respectively, in healthy participants, and 0.91 and 0.94, respectively, in participants with stroke, regardless of the hand used. A significant fixed bias between the sessions was observed in both tests, except for participants with stroke who used their affected hand. Proportional biases were noted in the mNHPT results of healthy participants and in the NHPT and mNHPT results of participants with stroke who used their affected hand. The limits of agreement (lower, upper) in the affected hand were -11.0 and 9.5 for the NHPT and -8.0 and 6.2 for the mNHPT. Conclusions: Reduced degrees of freedom in the spatial strategy improved the relative reliability and reduced measurement errors in the NHPT. However, fixed and proportional biases were still evident.
RESUMEN
MOTIVATION: Virtual screening, which can computationally predict the presence or absence of protein-compound interactions, has attracted attention as a large-scale, low-cost, and short-term search method for seed compounds. Existing machine learning methods for predicting protein-compound interactions are largely divided into those based on molecular structure data and those based on network data. The former utilize information on proteins and compounds, such as amino acid sequences and chemical structures; the latter rely on interaction network data, such as protein-protein interactions and compound-compound interactions. However, there have been few attempts to combine both types of data in molecular information and interaction networks. RESULTS: We developed a deep learning-based method that integrates protein features, compound features, and multiple types of interactome data to predict protein-compound interactions. We designed three benchmark datasets with different difficulties and applied them to evaluate the prediction method. The performance evaluations show that our deep learning framework for integrating molecular structure data and interactome data outperforms state-of-the-art machine learning methods for protein-compound interaction prediction tasks. The performance improvement is statistically significant according to the Wilcoxon signed-rank test. This finding reveals that the multi-interactome data captures perspectives other than amino acid sequence homology and chemical structure similarity and that both types of data synergistically improve the prediction accuracy. Furthermore, experiments on the three benchmark datasets show that our method is more robust than existing methods in accurately predicting interactions between proteins and compounds that are unseen in training samples.
RESUMEN
Exosomes are membrane-derived extracellular vesicles that have recently been recognized as important mediators of intercellular communication. In the present study, we investigated the effects of exosomes derived from SW480 colorectal cancer cells in recipient HepG2 hepatocellular cancer cells. We demonstrated that SW480-derived exosomes were taken up by the recipient HepG2 cells via dynamin-dependent endocytosis and were localized to the HepG2 lysosomes. In addition, SW480-derived exosomes induced the phosphorylation of extracellular signal-regulated kinase (ERK)1/2 following their uptake into HepG2 cells. Of note, these changes occurred during the early phase after exosome treatment. Furthermore, SW480-derived exosomes promoted the migration of recipient HepG2 cells in a wound-healing assay, which was suppressed by pretreatment with U0126, an upstream inhibitor of ERK1/2. These results indicated that SW480-derived exosomes activated a classical mitogen-activated protein kinase pathway in recipient HepG2 cells via dynamin-dependent endocytosis and subsequently enhanced cell migration by ERK1/2 activation. Our results provide new insights into the regulation of cellular functions by exosomes.