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1.
Medicine (Baltimore) ; 101(40): e30923, 2022 Oct 07.
Article in English | MEDLINE | ID: mdl-36221375

ABSTRACT

Autosomal dominant polycystic kidney disease (ADPKD) is a rare hereditary disease leading to end-stage renal failure in approximately half of patients by seventy years of age. It is important to continuously take tolvaptan to control disease progression. However, adherence to tolvaptan in a real-world setting, rather than randomized controlled trials (RCTs), has not been sufficiently reported. We aimed to investigate tolvaptan persistence among patients with ADPKD using a large claims database. Using the Shizuoka Kokuho Database, we identified patients diagnosed with ADPKD who were prescribed tolvaptan from March 2014-September 2018 in Japan. The persistence rate of tolvaptan medication was estimated by Kaplan-Meier analysis, and patient background factors associated with treatment discontinuation were exploratively evaluated with log-rank tests. We identified 1714 eligible patients with ADPKD, and among them, 25 patients used tolvaptan medication. We followed up these patients, whose median treatment duration was 21 months. The persistence rates at 12, 24, and 36 months were estimated to be 70.8% (95% confidence interval: 48.2-93.4), 46.5% (23.2-66.9), and 38.7% (16.4-60.8), respectively. In the exploratory analysis, there were no factors that were obviously associated with tolvaptan discontinuation. The persistence rate of tolvaptan in patients with ADPKD in a real-world setting may be lower than that in previous RCTs. Our innovative method, particularly in Japan, to analyze adherence using large claims data should change the way clinical epidemiological research and health policies of rare diseases are designed in the future.


Subject(s)
Polycystic Kidney, Autosomal Dominant , Antidiuretic Hormone Receptor Antagonists/therapeutic use , Benzazepines/therapeutic use , Cohort Studies , Glomerular Filtration Rate , Humans , Kidney , Polycystic Kidney, Autosomal Dominant/complications , Tolvaptan/therapeutic use
3.
BMC Emerg Med ; 22(1): 120, 2022 07 06.
Article in English | MEDLINE | ID: mdl-35794516

ABSTRACT

BACKGROUND: The risk of choking increases with aging, and the number of cases of choking-induced cardiac arrest is increasing. However, few studies have examined the prognosis of choking-induced cardiac arrest. The aim of this study was to reveal the rates of survival and dependence on devices in the long term after choking-induced cardiac arrest. METHODS: We analyzed data from the Shizuoka Kokuho Database, which consists of claims data of approximately 2.2 million people, from April 2012 to September 2018. We selected patients with choking-induced cardiac arrest who received cardiopulmonary resuscitation in the hospital. Patients were excluded if they were less than 20 years old, had an upper airway tumor, received ventilation assistance, or received enteral nutrition in the month prior to cardiac arrest. The primary outcome was death, and the secondary outcomes were the rates of survival at 3-months and independence on devices. Descriptive statistics are presented and compared among age groups (20-64 years, 65-74 years, 75-84 years, 85 years and older), and survival time analysis (Kaplan-Meier method) was performed. RESULTS: In total, 268 patients were analyzed, including 26 patients in the 20-64 age group, 33 patients in the 65-74 age group, 70 patients in the 75-84 age group, and 139 patients in the ≥85 age group. The overall 3-month survival rate was 5.6% (15/268). The 3-month survival rates were 3.8% (1/26) in the 20-64 age group, 15.2% (5/33) in the 65-74 age group, 8.6% (6/70) in the 75-84 age group, and 2.2% (3/139) in the ≥85 age group. The overall 12-month survival rate was 2.6% (7/268). Of the 7 patients who survived for 12 months, 3 received ventilation management and 5 received tube or intravenous feedings at 3 months. These survivors were still receiving ventilation assistance and tube feedings in the hospital and had not been discharged at 12 months. CONCLUSIONS: The prognosis of choking-induced cardiac arrest was extremely poor when patients were not resuscitated before hospital arrival. Those who survived were mostly dependent on assistive devices. Additionally, none of the survivors dependent on assistive devices had discontinued the use of the devices at the long-term follow-up.


Subject(s)
Airway Obstruction , Return of Spontaneous Circulation , Adult , Airway Obstruction/epidemiology , Airway Obstruction/etiology , Heart Arrest, Induced , Hospitals , Humans , Middle Aged , Prognosis , Young Adult
4.
Lancet Reg Health West Pac ; 18: 100330, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34927110

ABSTRACT

BACKGROUND: Optimizing media campaigns for those who were unsure or unwilling to take coronavirus disease (COVID-19) vaccines is required urgently to effectively present public health messages aimed at increasing vaccination coverage. We propose a novel framework for selecting tailor-made media channels and their combinations for this task. METHODS: An online survey was conducted in Japan during February to March, 2021, with 30,053 participants. In addition to their sociodemographic characteristics, it asked the attitude toward vaccination and information sources (i.e., media channels) for COVID-19 issues. Multinomial logic regression was fitted to estimate the combinations of the media channels and their odds ratio (OR) associated with vaccination attitudes. FINDINGS: The proportion of respondents who were unsure or unwilling to take the vaccination was skewed toward younger generation: 58.1% were aged under 35, while 28.1% were 65 years or older. Media channels such as "Non-medical and Non-TV" and "Non-medical and Non-government" were associated with the unsure group: OR (95% Confidence intervals, (CI)) = 1.75 (1.62, 1.89) and 1.53 (1.44, 1.62), respectively. In addition, media channels such as "Newspapers or the Novel Coronavirus Expert Meeting", "Medical or Local government", and "Non-TV" were associated with the unwilling group: OR (95% CI) were 2.00 (1.47, 2.75), 3.13 (2.58, 3.81), and 2.25 (1.84, 2.77), respectively. INTERPRETATION: To effectively approach COVID-19 vaccine unsure and unwilling groups, generation-specific online and offline media campaigns should be optimized to the type of vaccine attitude. FUNDING: Funded by the Ministry of Health, Labour and Welfare of Japan (H29-Gantaisaku-ippan-009) and the Japan Agency for Medical Research and Development (AMED) (JP20fk0108535).

5.
BMC Public Health ; 21(1): 1880, 2021 10 18.
Article in English | MEDLINE | ID: mdl-34663286

ABSTRACT

BACKGROUND: Hemoglobin A1c (HbA1c) levels are routinely measured during health check-ups and are used as an indicator of glycemic control in Japan. However, only a few studies have followed up individuals to assess the risk of diabetes development and worsening based on HbA1c screening results. This study evaluated the relationship between HbA1c screening results and the risk of diabetes development and worsening. METHODS: Data were collected from the Shizuoka Kokuho Database, a Japanese administrative claims database of insured individuals aged > 40 years. We included individuals available for follow-up from April 2012 to March 2018 who had not received any diabetes treatment before March 2014. HbA1c screening results were categorized into 4 groups based on the HbA1c levels at the 2012 and 2013 health check-ups: group A, those whose HbA1c levels were < 6.5% in 2012 and 2013; group B, those whose HbA1c levels > 6.5% in 2012 but < 6.5% in 2013; group C, those whose HbA1c levels were > 6.5% in 2012 and 2013; and group D, those whose HbA1c levels were < 6.5% in 2012 and > 6.5% in 2013. Logistic regression models were used to analyze diabetes development and worsening, defined as the initiation of diabetes treatment by March 2018 and the use of injection drugs by participants who initiated diabetes treatment by March 2018. RESULTS: Overall, 137,852 individuals were analyzed. After adjusting for covariates, compared with group A, group B was more likely to initiate treatment within 4 years (odds ratio: 22.64; 95% confidence interval: 14.66-34.99). In patients who initiated diabetes treatment by March 2018, injection drugs were less likely used by group D than by group A (odds ratio: 0.28; 95% confidence interval: 0.12-0.61). CONCLUSIONS: Our study suggests that although HbA1c levels measured during health check-ups were correlated with the risk of diabetes development and worsening, HbA1c levels in a single year may not necessarily provide sufficient information to consider these future risks.


Subject(s)
Diabetes Mellitus, Type 2 , Diabetes Mellitus , Adult , Blood Glucose , Diabetes Mellitus/diagnosis , Diabetes Mellitus/epidemiology , Follow-Up Studies , Glycated Hemoglobin/analysis , Humans , Japan/epidemiology , Risk Factors
6.
Lancet Reg Health West Pac ; 14: 100223, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34368797

ABSTRACT

BACKGROUND: Identifying and understanding reasons for being unsure or unwilling regarding intention to be vaccinated against coronavirus disease (COVID-19) may help to inform future public health messages aimed at increasing vaccination coverage. We analyzed a broad array of individual's psychological dispositions with regard to decision-making about COVID-19 vaccination in Japan. METHODS: A nationally representative cross-sectional web survey was conducted with 30053 Japanese adults aged 20 years or older at the end of February 2021. In addition to the question on the individual's intention to be vaccinated against COVID-19, respondents were asked about their sociodemographic, health-related, and psychological characteristics as well as information sources about COVID-19 and their levels of trust. Also, those who responded 'not sure' or 'no' regarding intention to take COVID-19 vaccine were asked why. Multinomial logistic regression with sparse group Lasso (Least Absolute Shrinkage and Selection Operator) penalty was used to compute adjusted odds ratios for factors associated with the intention (not sure/no versus yes). FINDINGS: The percentages of respondents who answered 'not sure' or 'no' regarding intention to be vaccinated against COVID-19 vaccine were 32.9% and 11.0%, respectively. After adjusting for covariates, the perceived risks of COVID-19, perceived risk of a COVID-19 vaccine, perceived benefits of a COVID-19 vaccine, trust in scientists and public authorities, and the belief that healthcare workers should be vaccinated were significantly associated with vaccination intention. Several sources of information about COVID-19 were also significantly associated with vaccination intention, including physicians, nurses, and television, medical information sites with lower odds of being unsure or unwilling, and internet news sites, YouTube, family members, and scientists and researchers with higher odds. The higher the level of trust in television as a source of COVID-19 information, the higher the odds of responding 'not sure' (odds ratio 1.11, 95% confidence interval 1.01-1.21). We also demonstrated that many respondents presented concerns about the side effects and safety of a COVID-19 vaccine as a major reason for being unsure or unwilling. To decide whether or not to get the vaccine, many respondents requested more information about the compatibilities between the vaccine and their personal health conditions, whether other people had been vaccinated, the effectiveness of vaccines against variants, and doctors' recommendations. INTERPRETATION: Our findings suggest that public health messaging based on the sociodemographic and psychological characteristics of those who are unsure or unwilling regarding intention to be vaccinated against COVID-19 vaccine may help to increase vaccine uptake amongst this population. FUNDING: The present work was supported in part by a grant from the Ministry of Health, Labour and Welfare of Japan (H29-Gantaisaku-ippan-009).

7.
Nat Med ; 27(7): 1165-1170, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34140702

ABSTRACT

Although deep learning algorithms show increasing promise for disease diagnosis, their use with rapid diagnostic tests performed in the field has not been extensively tested. Here we use deep learning to classify images of rapid human immunodeficiency virus (HIV) tests acquired in rural South Africa. Using newly developed image capture protocols with the Samsung SM-P585 tablet, 60 fieldworkers routinely collected images of HIV lateral flow tests. From a library of 11,374 images, deep learning algorithms were trained to classify tests as positive or negative. A pilot field study of the algorithms deployed as a mobile application demonstrated high levels of sensitivity (97.8%) and specificity (100%) compared with traditional visual interpretation by humans-experienced nurses and newly trained community health worker staff-and reduced the number of false positives and false negatives. Our findings lay the foundations for a new paradigm of deep learning-enabled diagnostics in low- and middle-income countries, termed REASSURED diagnostics1, an acronym for real-time connectivity, ease of specimen collection, affordable, sensitive, specific, user-friendly, rapid, equipment-free and deliverable. Such diagnostics have the potential to provide a platform for workforce training, quality assurance, decision support and mobile connectivity to inform disease control strategies, strengthen healthcare system efficiency and improve patient outcomes and outbreak management in emerging infections.


Subject(s)
AIDS Serodiagnosis/methods , Deep Learning , HIV Infections/diagnosis , Algorithms , Humans , Rural Health Services/organization & administration , Sensitivity and Specificity , South Africa , Time and Motion Studies
8.
Endocr Pract ; 27(6): 586-593, 2021 Jun.
Article in English | MEDLINE | ID: mdl-34057406

ABSTRACT

OBJECTIVE: The incidence of type 1 diabetes mellitus (T1DM) and hypothyroidism as immune-related adverse events (irAEs) after programmed cell death-1 inhibitor (PD-1i) administration has not yet been sufficiently evaluated in a real clinical setting. To assess the incidence of T1DM and hypothyroidism among PD-1is and to identify the risk factors associated with hypothyroidism using a large claims database. METHODS: This cohort study used the Shizuoka Kokuho database in Japan from 2012 to 2018, including approximately 2.2 million people. We enrolled 695 PD-1i-treated patients. T1DM and hypothyroidism as irAEs were identified using International Classification of Diseases 10th Revision and Anatomical Therapeutic Chemical classification codes. Risk factors for hypothyroidism were explored using the multivariable Fine and Gray regression model after adjusting for age group and sex, treating death as a competing risk. RESULTS: The cumulative incidences of T1DM and hypothyroidism were 0.3% and 8.3%, respectively. We described the detailed onset timing of irAEs in patients with T1DM and hypothyroidism; hypothyroidism was observed evenly within 1 year of the PD-1i prescription. Sex and certain cancer types, such as lung and urothelial cancers, were significantly associated with subdistribution hazard ratio (sHR) (female: sHR, 2.04 [95% CI, 1.20-3.47]; lung cancer: sHR, 0.55 [95% CI, 0.32-0.95]; and urothelial carcinoma: sHR, 2.40 [95% CI, 1.05-5.49]). CONCLUSION: The incidence of T1DM and hypothyroidism as irAEs and associated risk factors identified in this analysis were comparable to those found in previous studies. The use of a large claims database to detect irAEs, such as T1DM and hypothyroidism, may lead to safer use of PD-1is.


Subject(s)
Diabetes Mellitus, Type 1 , Hypothyroidism , Apoptosis , Cohort Studies , Diabetes Mellitus, Type 1/epidemiology , Female , Humans , Hypothyroidism/chemically induced , Hypothyroidism/epidemiology , Incidence , Japan/epidemiology , Programmed Cell Death 1 Receptor , Retrospective Studies , Risk Factors
9.
Tohoku J Exp Med ; 252(2): 143-152, 2020 10.
Article in English | MEDLINE | ID: mdl-33028759

ABSTRACT

Secondary prevention with medications is essential for the better prognosis of patients who have experienced cardiovascular events. We aimed to evaluate the use of guideline-based medications for secondary prevention in older adults in the community settings after discharge following percutaneous coronary intervention (PCI). A retrospective cohort study was conducted using anonymized claims data of older beneficiaries in a suburban city of Japan between April 2012 and March 2015. The prescriptions of antiplatelets, statins, angiotensin-converting enzyme inhibitors (ACEi)/angiotensin II receptor blockers (ARB), and ß-blockers were evaluated for 3 months before and after the month in which the participants underwent PCI. Multivariable logistic regression analysis was conducted to evaluate the associations of age ("pre-old" group [63-72 years] vs. "old" group [≥ 73 years]) and sex with the prescriptions, adjusting for whether a participant was followed-up by the PCI-performing hospital. Of 815 participants, 59.6% constituted the old group and 70.9% were men. The prescription rates for antiplatelets, statins, ACEi/ARB, and ß-blockers after discharge were 94.6%, 65.0%, 59.3%, and 32.9%, respectively. The adjusted analysis indicated that statins were less likely to be prescribed for the old group (adjusted odds ratio [aOR], 0.70; 95% confidence interval [CI], 0.51-0.95; p = 0.023) and for men (aOR, 0.64; 95% CI, 0.45-0.89; p = 0.008). ß-blockers were more likely to be prescribed for men (aOR, 1.66; 95% CI, 1.17-2.33; p = 0.004). Our results suggest the potential for improvements in secondary prevention by increasing the prescription rates of guideline-based medications in this population.


Subject(s)
Geriatrics/methods , Percutaneous Coronary Intervention/methods , Practice Guidelines as Topic , Adrenergic beta-Antagonists/therapeutic use , Aged , Aged, 80 and over , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Female , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Insurance Claim Review , Japan/epidemiology , Male , Middle Aged , Multivariate Analysis , Myocardial Infarction/drug therapy , Odds Ratio , Patient Discharge , Retrospective Studies , Secondary Prevention/methods
10.
Eur J Pharmacol ; 820: 31-38, 2018 Feb 05.
Article in English | MEDLINE | ID: mdl-29221950

ABSTRACT

Nonalcoholic steatohepatitis (NASH) is one of the most common liver diseases involving chronic accumulation of fat and inflammation, often leading to advanced fibrosis, cirrhosis and carcinoma. However, the pathological mechanism for this is unknown. GPR120/FFAR4 has been recognized as a functional fatty acid receptor and an attractive therapeutic target for metabolic diseases. In this study, we investigated the involvement of GPR120/FFAR4 in the pathogenesis of NASH. Mice fed with a 0.1% methionine and choline deficient high-fat (CDAHF) diet showed a significant increase in plasma aspartate transaminase and alanine transaminase levels, fatty deposition, inflammatory cell infiltration, and mild fibrosis. Docosahexaenoic acid (DHA, GPR120/FFAR4 agonist) suppressed the inflammatory cytokines in the liver tissues and prevented fibrosis in the wild type (WT) mice fed CDAHF diet, but not GPR120/FFAR4 deficient (GPR120KO) mice. GPR120KO mice fed CDAHF diet showed increment of the number of crown like structures and the immunoreactivity for F4/80 positive cells, and increased TNF-α mRNA in the liver compared to WT mice fed CDAHF diet. GPR120 KO mice fed CDAHF diet showed more severe liver inflammation than that of WT mice fed CDAHF diet, but not fibrosis. Our findings suggest that DHA supplementation could be prevented the development of NASH via GPR120/FFAR4 signaling. Furthermore, decrease of GPR120/FFAR4 signaling could be facilitated an inflammatory response in the process of NASH progression.


Subject(s)
Dietary Supplements , Disease Progression , Docosahexaenoic Acids/pharmacology , Non-alcoholic Fatty Liver Disease/pathology , Receptors, G-Protein-Coupled/metabolism , Signal Transduction/drug effects , Animals , Biomarkers/metabolism , Body Weight/drug effects , Diet, High-Fat/adverse effects , Fibrosis , Gene Knockout Techniques , Liver/drug effects , Liver/injuries , Liver/metabolism , Liver/pathology , Male , Mice , Non-alcoholic Fatty Liver Disease/metabolism , Phenotype , Receptors, G-Protein-Coupled/deficiency , Receptors, G-Protein-Coupled/genetics
11.
Clin Exp Nephrol ; 21(4): 589-596, 2017 Aug.
Article in English | MEDLINE | ID: mdl-27815652

ABSTRACT

BACKGROUND: Malaria is an important tropical disease and has remained a serious health problem in many countries. One of the critical complications of malarial infection is renal injury, such as acute renal failure and chronic glomerulopathy. Few animal models of nephropathy related to malarial infection have been reported. Therefore, we developed and investigated a novel malarial nephropathy model in mice infected by murine malaria parasites. METHODS: NC mice and C57BL/6J mice were infected with Ttwo different murine malaria parasites, Plasmodium (P.) chabaudi AS and P. yoelii 17X. After the infection, renal pathology and blood and urinary biochemistry were analyzed. RESULTS: NC mice infected by the murine malaria parasite P. chabaudi AS, but not P. yoelii 17X, developed mesangial proliferative glomerulonephritis with endothelial damage, and decreased serum albumin concentration and increased proteinuria. These pathological changes were accompanied by deposition of immunoglobulin G and complement component 3, mainly in the mesangium until day 4 and in the mesangium and glomerular capillaries from day 8. On day 21, renal pathology developed to focal segmental sclerosis according to light microscopy. In C57BL/6J mice, renal injuries were not observed from either parasite infection. CONCLUSION: The clinical and pathological features of P. chabaudi AS infection in NC mice might be similar to quartan malarial nephropathy resulting from human malaria parasite P. malariae infection. The NC mouse model might therefore be useful in analyzing the underlying mechanisms and developing therapeutic approaches to malaria-related nephropathy.


Subject(s)
Glomerulonephritis/parasitology , Kidney Glomerulus/parasitology , Malaria/parasitology , Plasmodium chabaudi/pathogenicity , Animals , Complement C3/immunology , Disease Models, Animal , Glomerulonephritis/immunology , Glomerulonephritis/pathology , Host-Pathogen Interactions , Immunoglobulin G/immunology , Kidney Glomerulus/immunology , Kidney Glomerulus/ultrastructure , Malaria/immunology , Mice, Inbred C57BL , Plasmodium chabaudi/immunology , Plasmodium chabaudi/ultrastructure , Species Specificity , Time Factors
12.
Rinsho Ketsueki ; 56(11): 2336-40, 2015 Nov.
Article in Japanese | MEDLINE | ID: mdl-26666721

ABSTRACT

We describe a 35-year-old woman with Down's syndrome who was admitted to a clinic with anorexia and vomiting. Since laboratory findings showed anemia (Hb 7.4 g/dl) and thrombocytopenia (0.5 × 104/µl), she was transferred to our hospital for treatment. Further laboratory examinations revealed schistocytes, LDH elevation, and a negative Coombs' test. Thrombotic thrombocytopenic purpura (TTP) was suspected. Plasma exchange (PEX) and prednisolone administration were thus immediately initiated. Prior to these treatments, ADAMTS13 activity was less than 5% and inhibitors were detected at a level of 0.8 Bethesda U/ml. Although her platelet count had risen to 13.0 × 104/µl by day 6 (post 4 sessions of PEX), it had decreased to 1.8 × 104/µl on day 7. Despite ongoing PEX, thrombocytopenia persisted. On day 21, she suddenly died. Autopsy findings revealed no evidence of myocardial necrosis or coronary artery thrombosis. Extensive microthrombi were, however, detected in precapillary arterioles, capillaries, and post-capillary venules of the heart. Therefore, this patient's sudden death was clinically suspected to have been caused by cardiomyopathy, which had produced cardiogenic shock.


Subject(s)
Cardiomyopathies/complications , Death, Sudden/etiology , Purpura, Thrombotic Thrombocytopenic/complications , Thrombosis/complications , Adult , Autopsy , Female , Humans
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