Safe and promising outcomes of in-hospital preoperative rehabilitation for coronary artery bypass grafting after an acute coronary syndrome.

OBJECTIVE: In patients with stable hemodynamic status after an acute coronary syndrome (ACS), coronary artery bypass grafting (CABG) after preoperative investigations can provide outcomes comparable to those of emergency surgery. However, no established guidelines exist regarding the preparation period before surgery. We report the results of the use of an inpatient cardiac rehabilitation program followed by CABG after an ACS to improve post-operative outcomes and prognosis after discharge. METHODS: From 2005 to 2017, 471 patients underwent either isolated or combined CABG at our institution, and of those, the 393 who received isolated CABG were included in the analysis. Twenty-seven patients (6.9%) were admitted with ACS and underwent preoperative rehabilitation before undergoing CABG, with a subsequent review of surgical morbidity and mortality rates. Propensity score matching yielded a cohort of 26 patients who underwent preoperative rehabilitation (group A) and 26 controls (group B). Preoperative characteristics were similar between groups. RESULTS: The completion rate of the rehabilitation program was 96.3%. All programs were conducted with inpatients, with an average length of stay of 23 ± 12 days. All patients completed in-bed exercises, and 85% completed out-of-bed exercises. The 30-day postoperative mortality was 0% in both groups A and B, and the rate of postoperative major adverse cardiac or cerebrovascular events at 12 months did not differ significantly between groups (7.7% vs 3.9%, respectively; p = 1.0). The duration of mechanical ventilation (1.3 ± 0.3 vs 1.5 ± 0.3 days, respectively; p = 0.633), length of intensive care unit stay (4.4 ± 2.1 vs 4.8 ± 2.3 days, respectively; p = 0.584) and length of hospital stay (25 ± 13 vs 22 ± 9 days, respectively; p = 0.378) did not differ significantly between groups. CONCLUSIONS: No complications of preoperative rehabilitation were observed, suggesting that it is an acceptable option for patients who experience ACS and undergo CABG. These results are promising in offering more robust designs of future trials.

Learning Curve for Thoracoscopic Individual Basilar Segmentectomy: 18-Year Experience.

BACKGROUND: Thoracoscopic anatomical individual basilar segmentectomy remains challenging owing to the deep intraparenchymal location of the hilar structures and anatomical variations. We analyzed and reported the experience and progress of thoracoscopic anatomical individual basilar segmentectomy at our university hospital. METHODS: We retrospectively examined the patients who underwent anatomical basilar segmentectomy at our institution from January 2004 to December 2021. We divided our analysis period into two parts: the first period (2004-2012) was the introductory period of video-assisted thoracoscopic surgery (VATS) segmentectomy, and the second period (2013-2021) was the maturity period of VATS segmentectomy. The learning curve of the leading surgeon in the second period was also evaluated based on the operative time and cumulative sum value of the operative time. RESULTS: Overall, 127 cases were evaluated, among whom 33 and 94 cases were assessed during the introductory and maturity periods of thoracoscopic segmentectomy, respectively. Age (P = 0.003) and Charlson comorbidity index (P = 0.002) were higher in the second period than in the first period. Use of a uniport (P = 0.006) was higher, and postoperative hospitalization duration (P = < 0.001) and operative time (P = 0.024) were shorter in the second period than in the first period. A learning curve obtained during the maturity period showed: The inflection point for the learning curve of thoracoscopic basilar segmentectomy was reached after 42 cases. CONCLUSIONS: We have demonstrated a single institution's progress and learning curve for difficult segmentectomies. This may be helpful to institutions considering performing this surgery.

Safety and arch complications after hemiarch versus total arch replacement with stented elephant trunk in acute type 1 dissection: Is a stent graft always beneficial?

Objective: We aimed to determine the efficacy of total arch replacement with stented elephant trunk by comparing it with hemiarch replacement with and without open stent graft for acute aortic dissection type 1. Methods: We reviewed records of 177 patients who underwent hemiarch replacement (HAR group) (concomitant open stent, 125) and 98 patients who underwent total arch replacement (TAR group) (concomitant stented elephant trunk, 91) for acute type 1 dissection. Compared with the TAR group, the HAR group was older (68.1 vs 60.9 years; P < .01) and had more thrombosed false lumen (28.8% vs 4.1%, P < .01). Results: In-hospital death occurred for 7 patients in the HAR group and 1 patient in the TAR group (P = .17). More patients in the TAR group had a postoperative thrombosed false lumen, compared with the HAR group (68% vs 54%, P = .03). In patients with preoperative nonthrombosed false lumen in the HAR group, the rate of postoperative thrombosis was significantly lower than with versus without an open stent (31% vs 65%, P = .01). The rate of freedom from an aortic arch event in the TAR group at 5 years was significantly greater than that in the HAR group (100% vs 83.7%, P = .01). Conclusions: Stented elephant trunk with TAR provided a high rate of false lumen thrombosis and a low incidence of arch events, whereas an open stent during HAR was not beneficial in terms of false lumen thrombosis and arch event prevention.

Outcome of thoracoscopic anatomical sublobar resection under 3-dimensional computed tomography simulation.

BACKGROUND: Previous studies have reported the feasibility and efficacy of thoracoscopic anatomical sublobar resection under three-dimensional computed tomography (3DCT) simulation; however, its long-term outcomes have not been clearly established in primary lung cancer. This study aimed to evaluate the long-term outcomes of this technique. METHODS: We retrospectively reviewed data from 112 consecutive patients with selected clinical stage IA non-small cell lung cancer (NSCLC) who underwent thoracoscopic anatomical sublobar resection from 2004 to 2014. This procedure was planned using preoperative 3DCT simulation to ensure sufficient surgical margins and enabled tailor-made surgery for each patient. Patients who had predominantly ground glass opacity lung cancers underwent anatomical sublobar resection as a curative-intent resection. Other patients who were high-risk candidates for lobectomy underwent anatomical sublobar resection as a compromised limited resection. RESULTS: Of the 112 cases, 82 had a curative-intent resection, while 30 had a compromised limited resection. Recurrence occurred in only 2 cases (1.8%), both of which were in the compromised limited group. A second primary lung cancer was observed in 5 cases (4.5%). Of the 5 patients, 4 underwent surgery for a second cancer and had no recurrence. The 5-year overall survival, lung cancer-specific overall survival, and recurrence-free survival rates were 92.5%, 100%, and 98.2%, respectively, for all cases; 97.6%, 100%, and 100%, respectively, in the curative-intent group; and 75.8%, 100% and 92.6%, respectively, in the compromised limited group. CONCLUSIONS: Thoracoscopic anatomical sublobar resection under 3DCT simulation may be an acceptable alternative treatment in selected patients with NSCLC. TRIAL AND CLINICAL REGISTRY: Clinical registration number: IRB No. 2020-98 (Dated: 2020.6.30).

Factors associated with health intentions and behaviour among health checkup participants in Japan.

Health intentions and behaviours are essential for improving the health of individuals and society. This study used cross-sectional data from 20,155 health checkup participants in the Yamagata study to identify factors associated with health intentions and behaviours. Information regarding the current level of health intentions and behaviours was collected using a baseline survey questionnaire. Participants were categorised into three groups: having no intention (no intention), having intentions to improve but not acting on them (intention), and already active (action). The associations between background factors and the presence/absence of health intentions and behaviours were assessed using logistic regression analysis. Of the participants, 35.4%, 37.7%, and 26.9% belonged to the no intention, intention, and action groups, respectively. Multivariate analysis revealed that the factors associated with health intentions were being young, being female, longer duration of education, higher body mass index and abdominal circumference, diabetes, and dyslipidaemia. The factors associated with health behaviours were being older and male, not consuming alcohol, not smoking, performing daily exercise, and having diabetes. These results indicate that health guidance considering background factors, including age, gender, education, and comorbidities, may be useful for effectively promoting health intentions and health behaviours in the Japanese population.

Association between milk and yogurt intake and mortality: a community-based cohort study (Yamagata study).

BACKGROUND: Dairy products are known as health-promoting foods. This study prospectively examined the association between milk and yogurt intake and mortality in a community-based population. METHODS: The study population comprised of 14,264 subjects aged 40-74 years who participated in an annual health checkup. The frequency of yogurt and milk intake was categorized as none (< 1/month), low (< 1/week), moderate (1-6/week), and high (> 1/day) intake. The association between yogurt and milk intake and total, cardiovascular, and cancer-related mortalities was determined using the Cox proportional hazards model. RESULTS: During the follow-up period, there were 265 total deaths, 40 cardiovascular deaths and 90 cancer-related deaths. Kaplan-Meier analysis showed that the total mortality in high/moderate/low yogurt intake and moderate/low milk intake groups was lower than that in none group (log-rank, P < 0.01). In the multivariate Cox proportional hazard analysis adjusted for possible confounders, the hazard ratio (HR) for total mortality significantly decreased in high/moderate yogurt intake group (HR: 0.62, 95% confidence interval [CI]: 0.42-0.91 for high intake, HR: 0.70, 95%CI: 0.49-0.99 for moderate intake) and moderate milk intake group (HR: 0.67, 95% CI: 0.46-0.97) compared with the none yogurt and milk intake groups. A similar association was observed for cancer-related mortality, but not for cardiovascular mortality. CONCLUSIONS: Our study showed that yogurt and milk intake was independently associated with a decrease in total and cancer-related mortalities in the Japanese population.

Relationship between social support status and mortality in a community-based population: a prospective observational study (Yamagata study).

BACKGROUND: Social support, defined as the exchange of support in social relationships, plays a vital role in maintaining healthy behavior and mitigating the effects of stressors. This study investigated whether functional aspect of social support is related to 5-year mortality in health checkup participants. METHODS: This study recruited 16,651 subjects (6797 males, 9854 females). Social support was evaluated using five-component questions: Do you have someone 1) whom you can consult when you are in trouble? 2) whom you can consult when your physical condition is not good? 3) who can help you with daily homework? 4) who can take you to hospital when you don't feel well? and 5) who can take care of you when you are ill in bed? The association between the component of social support and all-cause and cardiovascular mortality was examined using Cox proportional hazard analysis. RESULTS: The percentage of subjects without social support components was 7.7-15.0%. They were more likely to be male, non-elderly, and living alone. During the follow-up period, there were 166 all-cause and 38 cardiovascular deaths. Cox proportional analysis adjusted for confounders showed that only the lack of support for transportation to hospital was significantly associated with all-cause (hazard ratio [HR] 2.01, 95% confidence interval [CI] 1.26-3.05) and cardiovascular mortality (HR 3.30, 95% CI 1.41-6.87). These associations were stronger in males than females. CONCLUSION: This study showed that the lack of social support for transportation to the hospital was independently associated with all-cause and cardiovascular mortality in a community-based population.

The use of prophylactic intra-aortic balloon pump in high-risk patients undergoing coronary artery bypass grafting.

OBJECTIVE: Intra-aortic balloon pump (IABP) is one of the most commonly used mechanical circulatory assist devices for high-risk patients undergoing cardiac surgery. In an effort to validate previously reported clinical outcomes, we describe the preoperative characteristics and outcomes of patients who underwent prophylactic IABP in high-risk patients undergoing coronary artery bypass grafting (CABG). DESIGN: A prospective observational study. METHODS: From 2005 to 2017, 471 patients underwent either isolated or combined CABG at our institution. Of those, 393 patients underwent isolated CABG and were included for the analysis. Eighty-five patients (22%) were considered high-risk and underwent prophylactic IABP, with subsequent review of surgical morbidity and mortality rates. RESULTS: The 30-day postoperative mortality (prophylactic IABP group vs non prophylactic IABP group: 0% vs 1.6%, p = 0.589) and major adverse cardiac or cerebrovascular events (5.9% vs 3.3%, p = 0.333) were not significantly different between the two groups. Prolonged mechanical ventilation (>72 hours) (12.5% vs 4.2%, p = 0.014) occurred more frequently in the prophylactic IABP group. CONCLUSIONS: No IABP-related complications were noted, emphasizing that the use of prophylactic IABP in high-risk patients undergoing CABG is an acceptable option.

Learning curve for port-access thoracoscopic anatomic lung segmentectomy.

OBJECTIVES: There have been few prospective randomized studies, but many retrospective studies strongly suggest the benefits of segmentectomy in properly selected patients. The indications for video-assisted thoracic surgery segmentectomy are growing because of the effectiveness and minimal invasiveness of the procedure. The aim of the present study was to analyze the learning curve for video-assisted thoracic surgery segmentectomy procedures in our institution. METHODS: We prospectively collected data from patients undergoing video-assisted thoracic surgery segmentectomy and retrospectively reviewed 252 patients from 2004 to 2015. Operative time, bleeding, and complications were analyzed. The learning curve was evaluated using operative time and the cumulative sum value of operative time in all cases with regard to the leading surgeon and nonleading surgeon at our institution. RESULTS: Once we applied the cumulative sum method to all cases, we obtained a graph for the cumulative sum value of operative time that showed 3 well-differentiated phases: phase 1 (n = 61), the initial learning phase; phase 2 (n = 23), the increased competence phase; and phase 3 (n = 168), the highest skill phase. As we compared phases 1 and 2 with phase 3, we observed significant differences in relation to operative time (P < .001) and bleeding (P < .001). Without level 3 segmentectomy, we observed a significant reduction in operative time after 32 cases for the leading surgeon and a significant reduction in operative time and bleeding after 38 cases for the nonleading surgeon. CONCLUSIONS: The data suggest that the inflection point for the learning curve was achieved after 84 cases in our institution. Therefore, increased aptitude with video-assisted thoracic surgery is achievable within a relatively short time.

Analysis of Risk Factors for Aortic Enlargement in Patients with Chronic Type B Aortic Dissection.

Objectives: Uncomplicated type B aortic dissection is generally treated with medical management including antihypertensive therapy. The purpose of this study is to investigate risk factors associated with the aortic enlargement in medically treated patients. Methods: Between July 2004 and April 2016, 127 consecutive patients with acute type B aortic dissection were treated in our institution. Of these, 104 patients diagnosed with uncomplicated type B dissection were managed medically as an initial treatment. According to the diameter of the dissected aorta, these patients were retrospectively placed into 2 groups: 1) enlargement group (group E: n=36); and 2) unchanged group (group U: n=68). Results: There was statistically significant difference regarding the initial diameter of the dissected aorta (group E: 42±7 mm, group U: 36±7 mm) (p<0.01). As regards the aneurysm growth rate, a significant difference between both groups was noted (group E: 10±32 mm/half-year, group U -3±19 mm/half-year) (p<0.05). In all 104 patients, 42 patients (40.4%) had patent false lumen with the average number of 1.5 intimal tears. Multivariate analysis showed the relationship for aortic enlargement were patent false lumen (p<0.05, 95%CI 0.407-0.935) and initial aortic diameter (p<0.01, 95%CI 1.076-1.158). Aortic event free survival (1/5/10 years) was 100/86/77% in group E and 92/79/79% in group U, respectively no differences between two groups (p=0.747). Conclusions: The medically managed patients with uncomplicated chronic type B dissection showed excellent survival rate during long-term follow-up. The results of surgical or endovascular treatment in patients underwent initial medical therapy were also satisfactory. The patent false lumen and aortic diameter at the onset may impact on aortic enlargement. Considering our results, the feasibility of elective endovascular repairs in stable dissection remains controversial even in the endovascular era. (This is a translation of Jpn J Vasc Surg 2018; 27: 55-60.).

Non-communicable diseases control in China and Japan.

China and Japan share numerous similarities other than their geographical proximity. Facing the great challenges of non-communicable diseases (NCDs), China and Japan have developed different preventive strategies and systems. While Japan has made great progress in primary prevention of NCDs through strong legislation, the 'Specific Health Check and Guidance System' and a unique licensed health professional system, China is attempting to catch up by changing its strategies in NCDs control. In this manuscript, we compared disease burden of NCDs, health care systems and preventive strategies against NCDs between China and Japan. In this light, we summarized the points that the two countries can learn from each other, and proposed recommendations for the two countries in NCDs control.

Effect of Phosphorylation of CM2 Protein on Influenza C Virus Replication.

CM2 is the second membrane protein of the influenza C virus and has been demonstrated to play a role in the uncoating and genome packaging processes in influenza C virus replication. Although the effects of N-linked glycosylation, disulfide-linked oligomerization, and palmitoylation of CM2 on virus replication have been analyzed, the effect of the phosphorylation of CM2 on virus replication remains to be determined. In this study, a phosphorylation site(s) at residue 78 and/or 103 of CM2 was replaced with an alanine residue(s), and the effects of the loss of phosphorylation on influenza C virus replication were analyzed. No significant differences were observed in the packaging of the reporter gene between influenza C virus-like particles (VLPs) produced from 293T cells expressing wild-type CM2 and those from the cells expressing the CM2 mutants lacking the phosphorylation site(s). Reporter gene expression in HMV-II cells infected with VLPs containing the CM2 mutants was inhibited in comparison with that in cells infected with wild-type VLPs. The virus production of the recombinant influenza C virus possessing CM2 mutants containing a serine-to-alanine change at residue 78 was significantly lower than that of wild-type recombinant influenza C virus. Furthermore, the virus growth of the recombinant viruses possessing CM2 with a serine-to-aspartic acid change at position 78, to mimic constitutive phosphorylation, was virtually identical to that of the wild-type virus. These results suggest that phosphorylation of CM2 plays a role in efficient virus replication, probably through the addition of a negative charge to the Ser78 phosphorylation site.IMPORTANCE It is well-known that many host and viral proteins are posttranslationally modified by phosphorylation, which plays a role in the functions of these proteins. In influenza A and B viruses, phosphorylation of viral proteins NP, M1, NS1, and the nuclear export protein (NEP), which are not integrated into the membranes, affects the functions of these proteins, thereby affecting virus replication. However, it was reported that phosphorylation of the influenza A virus M2 ion channel protein, which is integrated into the membrane, has no effect on virus replication in vitro or in vivo We previously demonstrated that the influenza C virus CM2 ion channel protein is modified by N-glycosylation, oligomerization, palmitoylation, and phosphorylation and have analyzed the effects of these modifications, except phosphorylation, on virus replication. This is the first report demonstrating that phosphorylation of the influenza C virus CM2 ion channel protein, unlike that of the influenza A virus M2 protein, plays a role in virus replication.

Effect of genomics-related literacy on non-communicable diseases.

Recent progress in genomic research has raised expectations for the development of personalized preventive medicine, although genomics-related literacy of patients will be essential. Thus, enhancing genomics-related literacy is crucial, particularly for individuals with low genomics-related literacy because they might otherwise miss the opportunity to receive personalized preventive care. This should be especially emphasized when a lack of genomics-related literacy is associated with elevated disease risk, because patients could therefore be deprived of the added benefits of preventive interventions; however, whether such an association exists is unclear. Association between genomics-related literacy, calculated as the genomics literacy score (GLS), and the prevalence of non-communicable diseases was assessed using propensity score matching on 4646 participants (males: 1891; 40.7%). Notably, the low-GLS group (score below median) presented a higher risk of hypertension (relative risk (RR) 1.09, 95% confidence interval (CI) 1.03-1.16) and obesity (RR 1.11, 95% CI 1.01-1.22) than the high-GLS group. Our results suggest that a low level of genomics-related literacy could represent a risk factor for hypertension and obesity. Evaluating genomics-related literacy could be used to identify a more appropriate population for health and educational interventions.

High Serum Adiponectin Level Is a Risk Factor for Anemia in Japanese Men: A Prospective Observational Study of 1,029 Japanese Subjects.

Erythroid abnormalities including anemia and polycythemia are often observed in the general clinical setting. Because recent studies reported that adiponectin negatively affects hematopoiesis, we performed a prospective observational study to assess the relationship between anemia and adiponectin, as well as other parameters, in 1029 Japanese subjects (477 men and 552 women) 40 years of age and older. Body measurements, blood tests, and nutrition intake studies were performed at baseline, and 5 to 7 years later (follow-up). Hemoglobin (Hb) and hematocrit (Hct) levels in men with high serum adiponectin levels were lower at follow-up than at baseline. Multiple regression analysis showed that age, body mass index, adiponectin, and glutamic-pyruvic transaminase were significantly associated with erythroid-related variables (red blood cells, Hb, and Hct) in both men and women (P <0.05). In a logistic regression analysis, adiponectin, fasting blood glucose, and ß-natriuretic peptide were significant risk factors for anemia in men, and blood urea nitrogen and amylase were significant risk factors in women. Physical features and nutrient intake were not risk factors for anemia. Our study demonstrates, both clinically and epidemiologically, that a high serum adiponectin level decreases the amounts of erythroid-related variables and is a risk factor for anemia in Japanese men.

Circulating miR-223 in Oral Cancer: Its Potential as a Novel Diagnostic Biomarker and Therapeutic Target.

Circulating microRNAs (miRNAs) have been detected in various types of cancer and have been proposed as novel biomarkers for diagnosis and treatment. Until recently, however, no studies had comprehensively examined circulating miRNAs in oral cancer. The current study used an ultra-sensitive genome-wide miRNA array to investigate changes in circulating miRNAs in plasma from five patients with oral cancer and ten healthy individuals. Results indicated that there were only a few circulating miRNAs, including miR-223, miR-26a, miR-126, and miR-21, that were up-regulated in patients with oral cancer. A subsequent validation test indicated that circulating miR-223 levels were significantly higher (~2-fold, P< 0.05) in patients with oral cancer (n = 31) than in those without cancer (n = 31). Moreover, miR-223 was found to be up-regulated in tumor-adjacent normal tissue compared to tumor tissue from patients with oral cancer. A gain-of-function assay was performed to explore the potential roles of circulating miR-223 in the development of oral cancer. Results revealed that miR-223 functions as a tumor suppressor by inhibiting cell proliferation and inducing apoptosis. In conclusion, this study suggested that circulating miR-223 may serve as a potential biomarker for diagnosis and that it may represent a novel therapeutic target for treatment of oral cancer.

Gene-environment interactions in obesity: implication for future applications in preventive medicine.

Obesity is associated with environmental factors; however, information about gene-environment interactions is lacking. We aimed to elucidate the effects of gene-environment interactions on obesity, specifically between genetic predisposition and various obesity-related lifestyle factors, using data from a population-based prospective cohort study. The genetic risk score (GRS) calculated from East Asian ancestry single-nucleotide polymorphisms was significantly associated with the body mass index (BMI) at baseline (P<0.001). Significant gene-environment interactions were observed for six nutritional factors, alcohol intake, metabolic equivalents-hour per day and the homeostasis model assessment ratio. The GRS altered the effects of lifestyle factors on BMI. Increases in the BMI at baseline per unit intake for each nutritional factor differed depending on the GRS. However, we did not observe significant correlations between the GRS and annual changes in BMI during the follow-up period. This study suggests that the effects of lifestyle factors on obesity differ depending on the genetic risk factors. The approach used to evaluate gene-environment interaction in this study may be applicable to the practice of preventive medicine.

Health management in cancer survivors: Findings from a population-based prospective cohort study-the Yamagata Study (Takahata).

The number of cancer survivors is increasing; however, optimal health management of cancer survivors remains unclear due to limited knowledge. To elucidate the risk of non-communicable diseases, and the effect of lifestyle habits on risk of non-communicable diseases, we compared cancer survivors and those who never had cancer (non-cancer controls) using a population-based prospective cohort study. The baseline survey of 2292 participants was carried out from 2004 to 2006, and the follow-up survey of 2124 participants was carried out in 2011. We compared the baseline characteristics and the risk of non-communicable diseases between cancer survivors and non-cancer controls. Analyzed participants included 124 cancer survivors (men/women, 57/67), and 2168 non-cancer controls (939/1229). Several lifestyle factors and nutritional intake significantly differed between survivors and non-cancer controls, although smoking status did not differ between the groups (P = 0.30). Univariate logistic regression analysis showed increased risk of death (odds ratio [OR], 3.64; 95% confidence interval [CI], 2.19-6.05) and heart disease (OR, 2.60; 95% CI, 1.06-6.39) in cancer survivors. Increased risk of heart disease was also significant (OR, 2.95; 95% CI, 1.05-8.26; P = 0.04) in the multivariate analysis of the smoking-related cancer subgroup. Current smoking significantly increased risk of death (OR, 2.42; 95% CI, 1.13-5.18). Specific management should be implemented for cancer survivors. More intense management against smoking is necessary, as continued smoking in cancer survivors may increase the risk of second primary cancer. Moreover, cancer survivors are at a high risk of heart disease; thus, additional care should be taken.

Applying data envelopment analysis to preventive medicine: a novel method for constructing a personalized risk model of obesity.

Data envelopment analysis (DEA) is a method of operations research that has not yet been applied in the field of obesity research. However, DEA might be used to evaluate individuals' susceptibility to obesity, which could help establish effective risk models for the onset of obesity. Therefore, we conducted this study to evaluate the feasibility of applying DEA to predict obesity, by calculating efficiency scores and evaluating the usefulness of risk models. In this study, we evaluated data from the Takahata study, which was a population-based cohort study (with a follow-up study) of Japanese people who are >40 years old. For our analysis, we used the input-oriented Charnes-Cooper-Rhodes model of DEA, and defined the decision-making units (DMUs) as individual subjects. The inputs were defined as (1) exercise (measured as calories expended) and (2) the inverse of food intake (measured as calories ingested). The output was defined as the inverse of body mass index (BMI). Using the ß coefficients for the participants' single nucleotide polymorphisms, we then calculated their genetic predisposition score (GPS). Both efficiency scores and GPS were available for 1,620 participants from the baseline survey, and for 708 participants from the follow-up survey. To compare the strengths of the associations, we used models of multiple linear regressions. To evaluate the effects of genetic factors and efficiency score on body mass index (BMI), we used multiple linear regression analysis, with BMI as the dependent variable, GPS and efficiency scores as the explanatory variables, and several demographic controls, including age and sex. Our results indicated that all factors were statistically significant (p < 0.05), with an adjusted R2 value of 0.66. Therefore, it is possible to use DEA to predict environmentally driven obesity, and thus to establish a well-fitted model for risk of obesity.

Applying spatial epidemiology to hematological disease using R: a guide for hematologists and oncologists.

"Spatial statistics" is an academic field that deals with the statistical analysis of spatial data, and has been applied to econometrics and various other policy fields. These methods are easily applied by hematologists and oncologists using better and much less expensive software. To encourage physicians to use these methods, this review introduces the methods and demonstrates the analyses using R and FleXScan, which can be freely downloaded from the website, with sample data. It is demonstrated that spatial analysis can be used by physicians to analyze hematological diseases. In addition, applying the technique presented to the investigation of patient prognoses may enable generation of data that are also useful for solving health policy-related problems, such as the optimal distribution of medical resources.

Japan's advanced medicine.

Like health care systems in other developed countries, Japan's health care system faces significant challenges due to aging of the population and economic stagnation. Advanced medicine (Senshin Iryou) is a unique system of medical care in Japan offering highly technology-driven medical care that is not covered by public health insurance. Advanced medicine has recently developed and expanded as part of health care reform. Will it work? To answer this question, we briefly trace the historical development of advanced medicine and describe the characteristics and current state of advanced medical care in Japan. We then offer our opinions on the future of advanced medicine with careful consideration of its pros and cons. We believe that developing advanced medicine is an attempt to bring health care reform in line rather than the goal of health care reform.