ABSTRACT
Both lectures and hands-on education are essential for the development of human resources that can use real-world data (RWD). The University of Tokyo has launched a new hybrid-style RWD educational program entitled "Medical Real World Data Utilization Human Resource Development Project" from FY2019 onwards. We present an overview of the overall picture of the project, including the development process of the educational program and the challenges associated with it.
Subject(s)
Hand , Knowledge , Humans , Educational Status , Upper Extremity , WorkforceABSTRACT
BACKGROUND: Patients with Gaucher disease (GD), a rare lysosomal storage disorder, have reduced health-related quality of life (HRQOL). A patient-reported outcome measure (PROM) for HRQOL developed for type 1 GD (GD1) is not appropriate for patients with neuronopathic GD (nGD) types 2 (GD2) and 3 (GD3). In this study, we developed a new PROM for use in all GD types. We previously reported the qualitative analysis of interviews with Japanese patients with nGD, which was used to create nGD-specific PROM items. Here we evaluated the full PROM combining the type 1 questionnaire with the new nGD-specific items. METHODS: Patients with confirmed GD were recruited (Association of Gaucher Disease Patients in Japan or leading doctors) for pre-testing (May 2021) or the main survey (October-December 2021). The PROM had three parts: Parts 1 and 2 were translated into Japanese from the pre-existing GD1 PROM, whereas Part 3 was newly developed. Patients (or their caregivers, where necessary) completed the PROM questionnaire on paper and returned it by mail. Mean scores were determined overall and by GD type. Inter-item correlations, content consistency (Cronbach's alpha), and test-retest reliability (Cohen's kappa; main survey only, taken 2 weeks apart) were calculated. RESULTS: Sixteen patients (three with GD1; six with GD2; seven with GD3) and 33 patients (nine with GD1; 13 with GD2; 11 with GD3) participated in the pre-test and main survey, respectively. All GD2 patients and one-third (6/18) of GD3 patients required caregivers to complete the questionnaire. Mean scores indicated that the burden was highest in GD2 and lowest in GD1. In the main survey, internal consistency was high (Cronbach's alpha = 0.898 overall, 0.916 for Part 3), and test-retest reliability was high for Part 3 (kappa > 0.60 for 13/16 items) but low for Part 1 (kappa < 0.60 for 12/15 items). CONCLUSIONS: We have developed a flexible and reliable PROM that can be tailored for use in all types of GD and propose using Parts 1 and 2 for GD1, Parts 2 and 3 for GD2, and Parts 1, 2, and 3 for GD3.
Subject(s)
Gaucher Disease , Humans , Japan , Quality of Life , Reproducibility of Results , Patient Reported Outcome MeasuresABSTRACT
Background: Gaucher disease (GD), a rare lysosomal storage disorder, is associated with considerable patient and caregiver burden. We examined the applicability of existing caregiver questionnaires and assessed the level of burden in caregivers of patients with GD. Methods: This cross-sectional, non-interventional study was conducted in Japan. Caregivers of patients with confirmed GD (any type) were recruited (patient association group and referral) for pre-testing (May 2021) or the main survey (October-December 2021). Caregivers completed the Caregiver Impact Questionnaire (CIQ; 30 items) and Zarit Caregiver Burden Interview (ZBI; 22 items) on paper. Total CIQ and ZBI scores and subscores were determined overall and by GD type. Inter-item correlations and test-retest reliability (2 rounds, 2 weeks apart) were calculated. The relationship between caregiving duration and caregiver burden was also analyzed. Results: Nine caregivers (type 2 [GD2]: n = 6; type 3 [GD3]: n = 3) and 25 caregivers (type 1 [GD1]: n = 2; GD2: n = 17; GD3: n = 6) completed the pre-test and main survey, respectively. In the main survey, mean total CIQ score, all CIQ subscores (except emotional function), and total ZBI score were highest in caregivers of patients with GD2 compared with caregivers of patients with GD1/GD3. High test-retest reliability (Kappa >0.6) was observed for 15 CIQ items and 16 ZBI items. CIQ and ZBI scores appeared to be positively correlated with each other and negatively correlated with caregiving duration. Conclusions: The CIQ and ZBI are applicable, reliable measures to assess burden in caregivers of patients with GD in Japan. Caregiver burden was highest in caregivers of patients with GD2 and decreased with caregiving duration.
ABSTRACT
Importance: Younger females with out-of-hospital cardiac arrest (OHCA) in public locations have less likelihood to receive public access defibrillation and bystander cardiopulmonary resuscitation (CPR). However, the association between age- and sex-based disparities and neurological outcomes remains underexamined. Objective: To investigate the association between sex and age and the rate of receiving bystander CPR, automated external defibrillator defibrillation, and neurological outcomes in patients with OHCA. Design, Setting, and Participants: This cohort study used the All-Japan Utstein Registry, a prospective, population-based, nationwide database in Japan containing data on 1â¯930â¯273 patients with OHCA between January 1, 2005, and December 31, 2020. The cohort comprised patients with OHCA of cardiac origin that was witnessed by citizens and treated by emergency medical service personnel. The data were analyzed from September 3, 2022, to May 5, 2023. Exposure: Sex and age. Main Outcomes and Measures: The primary outcome was favorable neurological outcome at 30 days after an OHCA. Favorable neurological outcome was defined as a Cerebral Performance Category score of 1 (indicating good cerebral performance) or 2 (indicating moderate cerebral disability). The secondary outcomes were the rates of receiving public access defibrillation and bystander CPR. Results: The 354â¯409 included patients who experienced bystander-witnessed OHCA of cardiac origin had a median (IQR) age of 78 (67-86) years and 136â¯520 were females (38.5%). The rate of receiving public access defibrillation was higher in males than females (3.2% vs 1.5%; P < .001). Stratified by age, age- and sex-based disparities in prehospital lifesaving interventions by bystanders and in neurological outcomes were observed. Although younger females had a lower rate of receiving public access defibrillation and bystander CPR than males, younger females had a higher favorable neurological outcome compared with males of the same age (odds ratio [OR], 1.19; 95% CI, 1.08-1.31). In younger females with OHCA that was witnessed by nonfamily bystanders, receiving public access defibrillation (OR, 3.51; 95% CI, 2.34-5.27) or bystander CPR (OR, 1.62; 95% CI, 1.20-2.22) was associated with a favorable neurological outcome. Conclusions and Relevance: Results of this study suggest a pattern of significant sex- and age-based differences in bystander CPR, public access defibrillation, and neurological outcomes in Japan. Improvement in neurological outcomes in patients with OHCA, especially younger females, was associated with increased use of public access defibrillation and bystander CPR.
Subject(s)
Cardiopulmonary Resuscitation , Out-of-Hospital Cardiac Arrest , Male , Female , Humans , Aged , Aged, 80 and over , Cardiopulmonary Resuscitation/methods , Cohort Studies , Prospective Studies , Defibrillators , Out-of-Hospital Cardiac Arrest/epidemiology , Out-of-Hospital Cardiac Arrest/therapyABSTRACT
BACKGROUND: Previous cardiovascular risk prediction models in Japan have utilized prospective cohort studies with concise data. As the health information including health check-up records and administrative claims becomes digitalized and publicly available, application of large datasets based on such real-world data can achieve prediction accuracy and support social implementation of cardiovascular disease risk prediction models in preventive and clinical practice. In this study, classical regression and machine learning methods were explored to develop ischemic heart disease (IHD) and stroke prognostic models using real-world data. METHODS: IQVIA Japan Claims Database was searched to include 691,160 individuals (predominantly corporate employees and their families working in secondary and tertiary industries) with at least one annual health check-up record during the identification period (April 2013-December 2018). The primary outcome of the study was the first recorded IHD or stroke event. Predictors were annual health check-up records at the index year-month, comprising demographic characteristics, laboratory tests, and questionnaire features. Four prediction models (Cox, Elnet-Cox, XGBoost, and Ensemble) were assessed in the present study to develop a cardiovascular disease risk prediction model for Japan. RESULTS: The analysis cohort consisted of 572,971 invididuals. All prediction models showed similarly good performance. The Harrell's C-index was close to 0.9 for all IHD models, and above 0.7 for stroke models. In IHD models, age, sex, high-density lipoprotein, low-density lipoprotein, cholesterol, and systolic blood pressure had higher importance, while in stroke models systolic blood pressure and age had higher importance. CONCLUSION: Our study analyzed classical regression and machine learning algorithms to develop cardiovascular disease risk prediction models for IHD and stroke in Japan that can be applied to practical use in a large population with predictive accuracy.
Subject(s)
Cardiovascular Diseases , Myocardial Ischemia , Stroke , Humans , Cardiovascular Diseases/epidemiology , Prognosis , Prospective Studies , Japan/epidemiology , Stroke/diagnosis , Stroke/epidemiology , Stroke/etiology , Myocardial Ischemia/epidemiology , Risk Assessment/methodsABSTRACT
Hyperkalemia is associated with increased risks of mortality and adverse clinical outcomes. The treatment of hyperkalemia often leads to the discontinuation or restriction of beneficial but potassium-increasing therapy such as renin-angiotensin-aldosterone inhibitors (RAASi) and high-potassium diet including fruits and vegetables. To date, limited evidence is available for personalized risk evaluation in this heterogeneous and multifactorial pathophysiological condition. We developed risk prediction models using extreme gradient boosting (XGB), multiple logistic regression (LR), and deep neural network. Models were derived from a retrospective cohort of hyperkalemic patients with either heart failure or chronic kidney disease stage ≥3a from a Japanese nationwide database (1 April 2008−30 September 2018). Studied outcomes included all-cause death, renal replacement therapy introduction (RRT), hospitalization for heart failure (HHF), and cardiovascular events within three years after hyperkalemic episodes. The best performing model was further validated using an external cohort. A total of 24,949 adult hyperkalemic patients were selected for model derivation and internal validation. A total of 1452 deaths (16.6%), 887 RRT (10.1%), 1,345 HHF (15.4%), and 621 cardiovascular events (7.1%) were observed. XGB outperformed other models. The area under receiver operator characteristic curves (AUROCs) of XGB vs. LR (95% CIs) for death, RRT, HHF, and cardiovascular events were 0.823 (0.805−0.841) vs. 0.809 (0.791−0.828), 0.957 (0.947−0.967) vs. 0.947 (0.936−0.959), 0.863 (0.846−0.880) vs. 0.838 (0.820−0.856), and 0.809 (0.784−0.834) vs. 0.798 (0.772−0.823), respectively. In the external dataset including 86,279 patients, AUROCs (95% CIs) for XGB were: death, 0.747 (0.742−0.753); RRT, 0.888 (0.882−0.894); HHF, 0.673 (0.666−0.679); and cardiovascular events, 0.585 (0.578−0.591). Kaplan−Meier curves of the high-risk predicted group showed a statistically significant difference from that of the low-risk predicted groups for all outcomes (p < 0.005; log-rank test). These findings suggest possible use of machine learning models for real-world risk assessment as a guide for observation and/or treatment decision making that may potentially lead to improved outcomes in hyperkalemic patients while retaining the benefit of life-saving therapies.
Subject(s)
Heart Failure , Hyperkalemia , Adult , Humans , Hyperkalemia/complications , Angiotensin-Converting Enzyme Inhibitors/pharmacology , Renin-Angiotensin System , Retrospective Studies , Potassium/pharmacology , Heart Failure/complications , Antihypertensive Agents/pharmacology , Machine LearningABSTRACT
Alopecia areata (AA) is a non-scarring hair loss disorder affecting approximately 2% of the global population. AA is reported to have a significant negative impact on the emotional and psychological well-being of the patients. This study aimed to evaluate the health-related quality of life (HRQoL) of Japanese patients with AA in comparison to the Japanese population norms (national standard values for Japanese) using Short Form Health Survey 36 Item Version 2.0 (SF-36v2). The study also aimed to access the negative effect of AA on patients' daily lives and the proportion of patients having anxiety and/or depression. This cross-sectional, non-interventional web-based survey study included 400 participants aged 17-84 years currently suffering from medically diagnosed AA. The assessment tools integrated in the online questionnaire included SF-36v2, the Dermatology Life Quality Index (DLQI), and the Hospital Anxiety and Depression Scale (HADS). All outcome measures from the tools were evaluated across the study population. SF-36v2 subscale scores for patients with AA revealed lower scores specifically for mental health (45.7 ± 10.1 points), social functioning (45.8 ± 10.9 points), vitality (46.2 ± 9.8 points), and role emotional (46.9 ± 11.6 points) as compared to the Japanese population norms of 50 ± 10 points each. The DLQI questionnaire-based analysis indicated that 32.1% of respondents showed a moderate to extremely large effect on their lives; and HADS-A (anxiety) and HADS-D (depression) scores categorized 46.0% and 41.8% respondents as doubtful-to-definite cases, respectively. Multivariate linear regression revealed that hair loss range, age, comorbidities, and depression significantly worsened DLQI scores. In conclusion, the results of this survey demonstrated that a significant decrease in the HRQoL scores was observed in Japanese patients with AA in comparison with the national norms. Hence, emphasis on mental health is crucial for AA management.
Subject(s)
Alopecia Areata , Quality of Life , Cross-Sectional Studies , Humans , Japan/epidemiology , Quality of Life/psychology , Surveys and QuestionnairesABSTRACT
OBJECTIVES: Chronic kidney disease (CKD) is a significant public health problem. An advanced, or innovative, CKD care system of clinical practice collaboration among general physicians (GPs), nephrologists, and other healthcare workers achieved behavior modification in patients with Stage 3 CKD in the Frontier of Renal Outcome Modifications in Japan (FROM-J) study. This behavior modification intervention consisted of educational sessions on nutrition and lifestyle, as well as encouragement of patients' regular visits. The intervention contributed to slowing CKD progression. This study aimed to evaluate the cost-effectiveness of the widespread diffusion of the behavior modification intervention proven effective by the FROM-J study. METHODS: A cost-effectiveness analysis was carried out to compare the behavior modification intervention with the current practice recommended by the latest CKD clinical guidelines for GPs. A Markov model with a societal perspective under Japan's health system was constructed. We assumed that the behavior modification intervention proven effective by the FROM-J study would be initiated by GPs for targeted patient cohorts-patients aged 40-74 years with Stage 3 CKD-as a part of the innovative CKD care system. RESULTS: The incremental cost-effectiveness ratio for the behavior modification intervention compared with current guideline-based practice was calculated as 145,593 Japanese yen (¥; $1,324 United States dollars [$]) per quality-adjusted life year (QALY). CONCLUSIONS: Using the suggested value of social willingness to pay for a one-QALY gain in Japan of ¥5 million (US$45,455) as the threshold to judge cost-effectiveness, the behavior modification intervention is cost-effective. Our results suggest that diffusing the behavior modification intervention proven effective by the FROM-J study could be justifiable as an efficient use of finite healthcare resources. GPs could be encouraged to initiate this intervention by revising the National Health Insurance fee schedule and strengthening clinical guidelines regarding behavior modification interventions.
Subject(s)
Renal Insufficiency, Chronic , Behavior Therapy , Cost-Benefit Analysis , Humans , Japan , Quality-Adjusted Life Years , Renal Insufficiency, Chronic/therapyABSTRACT
BACKGROUND: Although the American Joint Committee on Cancer TNM classification has been amended to include human papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma (OPSCC) as an independent entity, to the authors' knowledge the optimized de-escalating treatment modality has not been established to date. METHODS: The authors conducted a retrospective, nationwide, observational study in patients with HPV-related OPSCC who were treated from 2011 to 2014 in Japan to determine the best treatment modality. RESULTS: A total of 688 patients who were newly diagnosed with HPV-related OPSCC who were treated with curative intent at 35 institutions and had coherent clinical information and follow-up data available were included in the current study. In patients with T1-T2N0 disease (79 patients), both the 3-year recurrence-free survival and overall survival (OS) rates were 100% in the group treated with radiotherapy (RT) as well as the group receiving concurrent chemoradiotherapy (CCRT). The 3-year OS rates were 94.4% (for patients with T1N0 disease) and 92.9% (for patients with T2N0 disease) among the patients treated with upfront surgery. In patients with stage I to stage II HPV-related OPSCC, the 5-year recurrence-free survival and OS rates were 91.4% and 92%, respectively, in the patients treated with CCRT with relatively high-dose cisplatin (≥160 mg/m2 ; 114 patients) and 74.3% and 69.5%, respectively, in the patients treated with low-dose cisplatin (<160 mg/m2 ; 17 patients). CONCLUSIONS: Despite it being a retrospective observational trial with a lack of information regarding toxicity and morbidity, the results of the current study demonstrated that patients with T1-T2N0 HPV-related OPSCC could be treated with RT alone because of the equivalent outcomes of RT and CCRT, and patients with stage I to stage II HPV-related OPSCC other than those with T1-T2N0 disease could be treated with CCRT with cisplatin at a dose of ≥160 mg/m2 .
Subject(s)
Carcinoma, Squamous Cell/therapy , Head and Neck Neoplasms/therapy , Oropharyngeal Neoplasms/therapy , Adult , Aged , Aged, 80 and over , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Female , Head and Neck Neoplasms/mortality , Head and Neck Neoplasms/pathology , Humans , Japan , Male , Middle Aged , Oropharyngeal Neoplasms/mortality , Oropharyngeal Neoplasms/pathology , Registries , Retrospective Studies , Survival RateABSTRACT
BACKGROUND: The human papillomavirus (HPV) vaccination coverage rate has fallen sharply in Japan since 2013, when newspapers began covering negative campaigns against the vaccination. We examined and compared contents from newspaper articles before and after the start of this HPV vaccination crisis. METHODS: We collected articles published between January 2005 and September 2017 in the four daily national Japanese newspapers with the highest domestic circulation. We then conducted text mining analysis to chronologically examine content distribution. RESULTS: From among the 1178 articles analyzed, 12 types of contents were identified. Contents related to cervical cancer prevention, such as on the risk of developing cervical cancer, causes of cervical cancer, and the effects of vaccination, were frequently conveyed until 2012. However, after March 2013, they were replaced with anti-vaccination contents, such as on adverse effects to vaccines, alleged victims, and related lawsuits. Meanwhile pro-vaccination contents, such as safety statements from the World Health Organization, scarcely received coverage. CONCLUSIONS: Newspaper contents changed profoundly before and after the start of the vaccination crisis. Those newspaper reports potentially had impact on readers' beliefs and actions. Journalists should strive for impartial coverage so readers can make more-informed decisions. Health professionals should be expected to work with journalists to help improve impartiality in newspaper coverage. The Ministry of Health, Labour and Welfare should discus benefits and risks of the HPV vaccination based on the scientific evidences, and consider to resume the proactive recommendation of HPV vaccination. Well-organized advocacy among medical societies, scientists and health professionals will also be needed to influence the government.
Subject(s)
Newspapers as Topic/statistics & numerical data , Papillomavirus Vaccines/adverse effects , Data Mining , Female , Humans , Japan , Papillomavirus Vaccines/administration & dosage , Uterine Cervical Neoplasms/prevention & control , Vaccination Coverage/statistics & numerical dataABSTRACT
Anti-vaccination sentiment exists worldwide and Japan is no exception. Health professionals publish pro-influenza vaccination messages online to encourage proactive seeking of influenza vaccination. However, influenza vaccine coverage among the Japanese population is less than optimal. The contents of pro- and anti-influenza vaccination websites may contribute to readers' acceptance of one or the other position. We aimed to use a text-mining method to examine frequently appearing content on websites for and against influenza vaccination. We conducted online searches in January 2017 using two major Japanese search engines (Google Japan and Yahoo! Japan). Targeted websites were classified as 'pro', 'anti' or 'neutral' depending on their claims, with author(s) classified as 'health professionals', 'mass media' or 'laypersons'. Text-mining analysis was conducted, and statistical analysis was performed using a chi-squared test. Of the 334 websites analyzed, 13 content topics were identified. The three most frequently appearing content topics on pro-vaccination websites were vaccination effect for preventing serious cases of influenza, side effects of vaccination, and efficacy rate of vaccination. The three most frequent topics on anti-vaccination websites were ineffectiveness of influenza vaccination, toxicity of vaccination, and side effects of vaccination. The main disseminators of each topic, by author classification, were also revealed. We discuss possible tactics of online influenza vaccination promotion to counter anti-vaccination websites.
Subject(s)
Data Mining , Influenza Vaccines , Influenza, Human/prevention & control , Internet , Vaccination Refusal , Female , Health Knowledge, Attitudes, Practice , Health Personnel/statistics & numerical data , Humans , Influenza Vaccines/administration & dosage , Influenza Vaccines/adverse effects , Japan , Mass Media/statistics & numerical dataABSTRACT
ObjectivesãEver since Tokyo was awarded the privilege to host the 2020 Olympic Games, the Japanese Ministry of Health, Labour, and Welfare has worked toward implementing a ban on passive smoking. This study examined the present situation of passive smoking in Japan, and the coverage of passive smoking regulations in newspaper reports, based on a content analysis. This was followed by a comparison with the contents of the "White Paper on Tobacco," published by the Japanese Ministry of Health, Labour, and Welfare in August, 2016.MethodsãIn total, 182 articles published from September 7, 2013 to March 31, 2017 were collected from three major newspapers based in Tokyo (Asahi, Yomiuri, and Mainichi). The article search criteria included the presence of the following keywords in the title or main text: "passive smoking OR entire surface smoking cessation OR indoor smoking OR indoor smoking cessation OR smoking cessation in the site OR smoking cessation in the building." Online posts and articles that did not focus mainly on the regulation of passive smoking were excluded. The 37 coding categories that were developed were classified either as positive or negative (with respect to coverage of passive smoking regulations). The assessment of passive smoking in the White Paper on Tobacco informed the coding categories, to allow the evaluation of the extent to which the contents of the White Paper were reflected in newspaper reports.ResultsãAmong the 182 articles examined, 107 addressed only the positive aspects of the regulations, while 7 addressed only the negative aspects. Further, 50 articles addressed both positive and negative aspects, while 18 addressed neither. Among those addressing both positive and negative aspects, 14 (28%) included counterarguments to the negative comments, which consistently reflected the contents of the White Paper on Tobacco.ConclusionsãMajority of the articles reported only on the positive aspects of the regulations. Persuasive articles that presented both the positive and negative aspects of the issue, which included counterarguments to the negative opinions, were scarce. However, such articles were found to some degree in the editorials of newspapers. The influence of such editorials may increase if newspapers include the pros or cons of this issue, and present counterarguments. Additionally, some topics were not reported sufficiently. Thus, problems were observed in the newspaper reports regarding passive smoking regulations.
Subject(s)
Newspapers as Topic , Tobacco Smoke Pollution/legislation & jurisprudence , Tobacco Smoke Pollution/prevention & control , Attitude , Government Agencies , Health Promotion , HumansABSTRACT
Background: HPV vaccination is an effective way in preventing cervical cancer. However, HPV vaccination coverage rate has fallen to only a few percent in Japan. Anti HPV-vaccination websites often use narratives of those who have experienced adverse reactions to HPV vaccine to enhance their persuasiveness. Scholars suggest using the same medium to promote HPV vaccination online; e.g., presenting narratives of those who have experienced cervical cancer. We examined the amount of narratives used on Japanese pro- and anti-HPV vaccination websites. Methods: We conducted online searches using two major search engines (Googl.jp and Yahoo!.jp). Identified websites were classified as "pro," "anti," or "neutral" depending on their claims. Two independent raters coded the pro and anti websites and counted the number of narratives of people who experienced side effects of HPV vaccine or cervical cancer. Results: A total 26% of anti websites posted narratives on side effects. No pro websites posted narratives about having cervical cancer. Conclusion: Pro-HPV vaccination websites is recommended to post narratives to enhance the persuasiveness of their arguments.
Subject(s)
Papillomavirus Infections/immunology , Papillomavirus Infections/prevention & control , Papillomavirus Vaccines/immunology , Asian People , Female , Health Knowledge, Attitudes, Practice , Humans , Internet , Uterine Cervical Neoplasms/immunology , Uterine Cervical Neoplasms/prevention & control , Uterine Cervical Neoplasms/virology , Vaccination/methodsABSTRACT
We previously reported that chronic rhinosinusitis with nasal polyps (CRSwNP) was subdivided into four chronic rhinosinusitis (CRS) subtypes using the JESREC scoring system. We sought to identify the gene expression profile and biomarkers related with CRSwNP by RNA-sequence. RNA-sequencing was performed to identify differentially expressed genes between nasal polyps (NPs) and inferior turbinate mucosa from 6 patients with CRSwNP, and subsequently, quantitative real-time PCR was performed to verify the results. ELISA was performed to identify possible biomarkers for postoperative recurrence. In the RNA-sequencing results, periostin (POSTN) expression was the highest in NP. We focused on POSTN and investigated the protein level of POSTN by immunohistochemistry and ELISA. POSTN was diffusely expressed in moderate and severe eosinophilic CRS using immunohistochemistry, and its staining pattern was associated with the severity of the phenotype of the CRSwNP (P < 0.05). There was a significant difference between the POSTN high/low groups for postoperative recurrence when the cutoff point was set at 115.5 ng/ml (P = 0.0072). Our data suggests that the protein expression level of POSTN was associated with the severity of CRSwNP, and serum POSTN can be a novel biomarker for postoperative recurrence of CRSwNP.
Subject(s)
Cell Adhesion Molecules/blood , Nasal Polyps/pathology , Rhinitis/blood , Rhinitis/complications , Sinusitis/blood , Sinusitis/complications , Biomarkers/blood , Cell Adhesion Molecules/genetics , Chronic Disease , Down-Regulation/genetics , Eosinophils/metabolism , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Nasal Polyps/metabolism , Nasal Polyps/surgery , ROC Curve , Recurrence , Rhinitis/surgery , Sinusitis/genetics , Sinusitis/surgery , Transcriptome/genetics , Up-Regulation/geneticsABSTRACT
BACKGROUND: Influenza vaccine coverage among the Japanese population is less than optimal. Anti-vaccination sentiment exists worldwide, and Japan is no exception. Anti-influenza vaccination activists argue on the internet that influenza vaccine has little or no efficacy and a high risk of side effects, and they warn that people should forgo vaccination. We conducted a qualitative analysis to explore beliefs underlying the messages of anti-influenza vaccination websites, by focusing on the perceived value these beliefs provide to those who hold them. METHODS: We conducted online searches in January 2017 using two major Japanese search engines (Google Japan and Yahoo! Japan). Targeted websites were classified as "pro", "anti", or "neutral" depending on their claims. We applied a dual analytic approach-inductive thematic analysis and deductive interpretative analysis-to textual data of the anti websites. RESULTS: Of the 113 anti websites, we identified two themes that correspond to beliefs: it is necessary to 1) protect others against risks and exploitation related to influenza vaccination, and 2) educate others about hidden truths and self-determination. Authors of anti websites ascribed two values (people's "safety" and one's own "self-esteem") to their beliefs. DISCUSSION: Website authors may engage in anti-vaccination activities because they want to feel they are virtuous, saving people from harm caused by vaccination, and to boost their self-esteem, thinking "I am enlightening uninformed people." The anti-vaccination beliefs of website authors were considered to be strong. In promoting vaccination, it would be better not to target outright vaccine refusers, such as the authors of anti-vaccination websites; it is preferable to target vaccine-hesitant people who are more amenable to changing their attitudes toward vaccination. We discuss possible means of promoting vaccination in that target population.
ABSTRACT
BACKGROUND: The human papillomavirus (HPV) vaccination percentage among age-eligible girls in Japan is only in the single digits. This signals the need for effective vaccine communication tactics. This study aimed to examine the influence of statistical data and narrative HPV vaccination recommendation massages on recipients' vaccination intentions. METHODS: This randomized controlled study covered 1,432 mothers who had daughters aged 12-16 years. It compared message persuasiveness among four conditions: statistical messages only; narrative messages of a patient who experienced cervical cancer, in addition to statistical messages; narrative messages of a mother whose daughter experienced cervical cancer, in addition to statistical messages; and a control. Vaccination intentions to have one's daughter(s) receive the HPV vaccine before and after reading intervention materials were assessed. Statistical analysis was conducted using analysis of variance with Tukey's test or Games-Howell post hoc test, and analysis of covariance with Bonferroni correction. RESULTS: Vaccination intentions after intervention in the three intervention conditions were higher than the control condition (p < 0.001). A mother's narrative messages in addition to statistical messages increased HPV vaccination intention the most of all tested intervention conditions. A significant difference in the estimated means of intention with the covariate adjustment for baseline value (i.e., intention before intervention) was found between a mother's narrative messages in addition to statistical messages and statistical messages only (p = 0.040). DISCUSSION: Mothers' narrative messages may be persuasive when targeting mothers for promoting HPV vaccination. This may be because mothers can easily relate to and identify with communications from other mothers. However, for effective HPV vaccine communication, further studies are needed to understand more about persuasive differences in terms of statistics, narratives, and narrators. Directions for future research are also suggested.
ABSTRACT
Adiponectin is an adipocyte-derived peptide that increases with age and is thought to protect against atherosclerotic vascular changes and organ damage. However, paradoxically, higher adiponectin levels are associated with increased risk for cardiovascular events and mortality. We investigated whether this adiponectin paradox occurs in elderly people with cognitive impairment. Fifty-two elderly participants with mild cognitive impairment or dementia (20 male and 32 female, aged 60-93 years, mean 80.0) were recruited. We evaluated serum adiponectin levels and cerebral white matter lesions (WML), which are involved in cognitive decline and dementia, by computed tomography. Body mass index (BMI), Mini-Mental State Examination score, history of hypertension (HT), chronic kidney disease, and diabetes mellitus were also assessed. Stepwise multiple regression analysis was used to reveal the relationships between serum adiponectin and age, sex, BMI, HT, diabetes mellitus, chronic kidney disease, Mini-Mental State Examination, and WML scores. High serum adiponectin levels correlated with more severe WML (P = 0.013). Low BMI (P < 0.001), female sex (P = 0.025), and high WML scores (P = 0.039) were significant determinants of high serum adiponectin. HT (P = 0.032) and high adiponectin levels (P = 0.021) were independent risk factors for WML. Overall, we observed an association between serum adiponectin levels and WML severity in elderly people with cognitive decline. Our findings reveal that the adiponectin paradox occurs in this population, and this study may help guide future treatments for elderly people with mild cognitive impairment or dementia.
Subject(s)
Adiponectin/blood , Cognitive Dysfunction/blood , Cognitive Dysfunction/pathology , White Matter/pathology , Aged , Aged, 80 and over , Ambulatory Care Facilities , Biomarkers/blood , Dementia/blood , Dementia/pathology , Female , Humans , Japan , Male , Middle Aged , Regression Analysis , Risk Factors , Sex Factors , Statistics, Nonparametric , Tomography Scanners, X-Ray ComputedABSTRACT
OBJECTIVE: Although a growing number of interventional studies on health literacy have been conducted recently, the majority were designed in clinical settings, focusing mainly on functional health literacy. This study evaluated a programme designed to improve health literacy in a community population, with a scope of going beyond functional health literacy. METHODS: In collaboration with an Approved Specified Nonprofit organization (NPO), we evaluated a five-session programme designed to provide basic knowledge on health-care policy and systems, current issues in health care in Japan, patient roles and relationships with health-care providers and interpersonal skills. In total, 67 of 81 programme participants agreed to participate in the study, and 54 returned the completed questionnaires at baseline and at follow-up. Health literacy and trust in the medical profession were measured at baseline and at follow-up. Participants' learning through the programme was qualitatively analysed by thematic analysis. RESULTS: Quantitative examinations of the changes in health literacy and degree of trust in medical professionals between the baseline and follow-up suggested that health literacy significantly improved after implementing the programme. The thematic analysis of participants' learning throughout the programme suggested that they not only acquired knowledge and skills but also experienced a shift in their beliefs and behaviours. DISCUSSION: Providing individuals who are motivated to learn about health-care systems and collaborate with health-care providers with the necessary knowledge and skills may improve their health literacy, which could enable them to maintain and promote their health and that of their family and other people around them.
Subject(s)
Health Communication , Health Education/methods , Health Knowledge, Attitudes, Practice , Health Literacy , Community Participation , Delivery of Health Care , Female , Health Personnel , Humans , Japan , Learning , Male , Middle Aged , Pilot Projects , Surveys and Questionnaires , TrustABSTRACT
Periodic health checkups constitute an important public health strategy to prevent the onset of diseases and promote healthy behaviors. However, adherence to recommendations to undergo further medical examination after annual health checkups is not necessarily high. This study examined the factors related to adherence to recommendations among Japanese employees. We conducted a cross-sectional study of 219 employees who had ignored recommendations to visit a physician for the previous 3 yr; we assessed their work- and life-related factors, health status, and health literacy. We analyzed the data of 103 employees who met the inclusion criteria. Participants who lived alone and had a primary doctor, lower job demand, and lower self-rated health were significantly more likely to adhere to recommendations, suggesting that work- and life-related factors-rather than individual health literacy-may be more important. Further study is needed toward effective utilization of annual health checkups in the workplace.
Subject(s)
Occupational Medicine/statistics & numerical data , Office Visits/statistics & numerical data , Patient Compliance/psychology , Cross-Sectional Studies , Health Literacy , Health Status , Humans , Japan , Male , Middle Aged , Occupational Stress , Physical Examination , Surveys and QuestionnairesABSTRACT
Gender role, independent of biological sex, affects health. However, research on healthy eating that considers the importance of gender norms is scarce. People who are androgynous and have high masculinity and femininity are reported to have better health practices than other people. The present study aimed to examine the differences in health literacy (HL) and self-efficacy for healthy eating by gender role in Japanese men and women. Participants were 629 men and women aged 25-34 years, recruited via a Japanese Internet research company database. Participants were categorized into four gender role groups using the Japanese Gender Role Index. HL and self-efficacy for healthy eating were assessed using the healthy eating literacy (HEL) scale and the healthy eating and weight self-efficacy (HEWSE) scale. Analysis of variance with Bonferroni-adjusted post hoc tests and hierarchical multiple regression were used to test the research hypotheses. We found that the Androgynous group had significantly higher HEL and HEWSE scores than the Feminine and Undifferentiated groups. The Masculine group scored significantly higher on both measures than the Undifferentiated group. Being Androgynous (HEL: ß = 0.34, p < 0.001; HEWSE: ß = 0.30, p < 0.001) was a strong predictor for higher scores even after considering other predictors. The results showed significant associations between gender role orientation and individual HL and self-efficacy for healthy eating. These findings may be relevant for promoting healthy eating from the perspective of gender norms.