Automated scoring of glomerular injury in TNS2-deficient nephropathy.

Several artificial intelligence (AI) systems have been developed for glomerular pathology analysis in clinical settings. However, the application of AI systems in nonclinical fields remains limited. In this study, we trained a convolutional neural network model, which is an AI algorithm, to classify the severity of Tensin 2 (TNS2)-deficient nephropathy into seven categories. A dataset consisting of 803 glomerular images was generated from kidney sections of TNS2-deficient and wild-type mice. Manual evaluations of the images were conducted to assess their glomerular injury scores. The trained AI achieved approximately 70% accuracy in predicting the glomerular injury score for TNS2-deficient nephropathy. However, the AI achieved approximately 100% accuracy when considering predictions within one score of the true label as correct. The AI's predicted mean score closely matched the true mean score. In conclusion, while the AI model may not replace human judgment entirely, it can serve as a reliable second assessor in scoring glomerular injury, offering potential benefits in enhancing the accuracy and objectivity of such assessments.

Relationship Between Leukotriene Receptor Antagonists on Cancer Development in Patients With Bronchial Asthma: A Retrospective Analysis.

BACKGROUND/AIM: An association between leukotriene receptor antagonists (LTRA) and cancer has been previously reported, but the relationship between LTRA use and cancer prevention remains controversial. This study aimed to clarify the cancer-preventive effect of LTRA in Japanese patients with bronchial asthma. PATIENTS AND METHODS: We obtained information from a large populationbased medical information database to analyze data on patients who were newly diagnosed with bronchial asthma between 2006 and 2015. Eligible participants were patients who were prescribed an LTRA for at least 30 days (LTRA users) and those who were not using LTRA (LTRA non-users) during the objective period. LTRA users and LTRA non-users were matched 1:1 using propensity scores. RESULTS: The 1:1 propensity score matching of LTRA users and LTRA nonusers facilitated the inclusion of 3,744 participants each, in these two subgroups. The results of the Cox proportional hazards model after adjustment for covariates showed no significant difference in the cancer risk between LTRA users and non-users [adjusted hazard ratio (HR)=0.83, 95% confidence interval (CI)=0.59-1.16]. The subgroup analysis showed no significant difference in the cancer risk between the LTRA low-cumulative dose group and LTRA non-users, or between the LTRA medium-cumulative dose group and LTRA non-users. In contrast, the LTRA high-cumulative dose group had a significantly lower risk of developing cancer compared with LTRA non-users (adjusted HR=0.57, 95% CI=0.33-0.98). CONCLUSION: LTRA use may prevent cancer in patients with bronchial asthma.

Meta-analysis of seven heterogeneous studies on liraglutide add-on therapy in patients with type 2 diabetes mellitus treated with insulin.

BACKGROUND AND AIMS: Clinical trials indicate the efficacy of add-on therapy using incretin-related drugs to treat type 2 diabetes mellitus (DM) inadequately controlled by insulin. However, heterogeneity exists among these studies. Baseline body mass index (BMI) accounts for the heterogeneity of add-on therapy with dipeptidyl peptidase-4 (DPP-4) inhibitors and the associated higher BMI with a lower efficacy. The efficacy of add-on therapy with glucagon-like peptide-1 (GLP-1) receptor agonists remains unclear. METHODS: We performed a meta-analysis of randomized controlled trials of ≥12 weeks reporting the endpoint of adjusted mean change in hemoglobin A1c levels (AMΔHbA1c) or hypoglycemia incidence. Patients with type 2 DM treated with insulin alone or with metformin for at least 8 weeks before the study treatment were included. The intervention group received liraglutide co-administered with insulin or a fixed-dose combination. The control group received a placebo or insulin. Covariates included five baseline parameters (HbA1c, fasting plasma glucose, BMI, type 2 DM duration, and treatment duration). RESULTS: Seven studies (2067 patients) were selected. AMΔHbA1c was -1.00% (95% confidence interval [CI]: -1.21 to -0.78, I2 = 74.7%). The odds ratio for hypoglycemia incidence was 0.97 (95% CI: 0.50-1.87, I2 = 81.9%). Covariates did not account for the heterogeneity in AMΔHbA1c or hypoglycemia incidence. CONCLUSIONS: Liraglutide add-on therapy reduced HbA1c levels without increasing hypoglycemia incidence, independent of BMI, in insulin non-responders with type 2 DM. GLP-1 receptor agonists may be more suitable than DPP-4 inhibitors for add-on therapy in patients with high BMI. REGISTRATION NUMBER: PROSPERO #CRD42021178888.

The antiplatelet effect of mirtazapine is mediated by co-blocking 5-HT2A and α2-adrenergic receptors on platelets: An in vitro human plasma-based study.

Mirtazapine (MTZ) is a noradrenergic and specific serotonergic antidepressant that has been associated with an increased risk of bleeding. However, there is insufficient evidence confirming this association. We hypothesised that 5-HT2A and α2 receptor-mediated inhibitory effects of MTZ on platelets suppress platelet aggregation and increase the risk of bleeding. In this study, we examined the antiplatelet effect of MTZ on human platelets to test our hypothesis. Blood samples for platelet aggregation tests were obtained from 14 healthy volunteers. The antiplatelet effect of MTZ was evaluated using light transmission aggregometry. MTZ significantly suppressed platelet aggregation mediated both by the synergistic interaction of serotonin (5-HT) and adrenaline and the synergistic interaction of ADP and 5-HT or adrenaline. In conclusion, MTZ exerts its antiplatelet effects by co-blocking the 5-HT2A and α2-adrenergic receptors on platelets and also suppresses platelet aggregation induced by ADP and 5-HT or adrenaline. Therefore, when MTZ is used, especially for patients with a high risk of bleeding, the significance of its use must be considered carefully. In addition, the platelet aggregation pattern by adrenaline + 5-HT, ADP + adrenaline, and ADP + 5-HT was similar between humans and mice; however, this study did not directly compare the effects of MTZ on human and murine platelets. Therefore, under the conditions for inducing platelet aggregation using adrenaline + 5-HT, ADP + adrenaline, and ADP + 5-HT, mouse platelets can be used in the evaluation of the efficacy of antiplatelet drugs in humans.

Risk Factors Associated With Unplanned Acute Care in Outpatient Chemotherapy With Oral Anticancer Drugs as Monotherapy or Combination Therapy With Injectable Anticancer Drugs.

BACKGROUND/AIM: Recently, the number of patients with cancer receiving outpatient chemotherapy using oral anticancer drugs has increased, but the currently available outpatient cancer chemotherapy is not safer than that available before. The present study aimed to identify risk factors associated with unplanned acute care (UAC) requiring outpatient chemotherapy-related consultation and hospitalisation. PATIENTS AND METHODS: We conducted a case- control study among 1,674 patients who received oral anticancer drug treatment either alone or in combination with injectable anticancer drugs at National Cancer Center Hospital East, Japan, between December 1, 2014, and November 30, 2015. RESULTS: Body mass index (BMI) was identified as a risk factor for UAC during chemotherapy. Patients with a BMI of <18.5 kg/m2, classified as underweight according to the World Health Organization classification of nutritional status, had a significantly higher risk of UAC. CONCLUSION: A low BMI immediately before the occurrence of chemotherapy-related UAC is a risk factor for adverse effects; therefore, underweight patients need more careful monitoring and supportive care.

Comprehensive Exploration of Medications That Affect the Bleeding Risk of Oral Anticoagulant Users.

Oral anticoagulants (OACs) pose a major bleeding risk, which may be increased or decreased by concomitant medications. To explore medications that affect the bleeding risk of OACs, we conducted a nested case-control study including 554 bleeding cases (warfarin, n = 327; direct OACs [DOACs], n = 227) and 1337 non-bleeding controls (warfarin, n = 814; DOACs, n = 523), using a Japanese health insurance database from January 2005 to June 2017. Major bleeding risk associated with exposure to concomitant medications within 30 d of the event/index date was evaluated, and adjusted odds ratios (aORs) were calculated using logistic regression analysis. Several antihypertensive drugs, such as amlodipine and bisoprolol, were associated with a decreased risk of bleeding (warfarin + amlodipine [aOR, 0.64; 95% confidence interval (CI): 0.41-0.98], DOACs + bisoprolol [aOR, 0.51; 95% CI, 0.33-0.80]). As hypertension is considered a significant risk factor for intracranial bleeding in antithrombotic therapy, antihypertensive drugs may suppress intracranial bleeding. In contrast, telmisartan, a widely used antihypertensive drug, was associated with an increased risk of bleeding [DOACs + telmisartan (aOR, 4.87; 95% CI, 1.84-12.91)]. Since telmisartan is an inhibitor of P-glycoprotein (P-gp), the elimination of rivaroxaban and apixaban, which are substrates of P-gp, is hindered, resulting in increased blood levels of both drugs, thereby increasing the risk of hemorrhage. In conclusion, antihypertensive drugs may improve the safety of OACs, and the pharmacokinetic-based drug interactions of DOACs must be considered.

Antiplatelet Effect of Mirtazapine via Co-blocking of the 5-HT2A and α2-Adrenergic Receptors on Platelets.

Mirtazapine (MTZ) is a noradrenergic and specific serotonergic antidepressant. MTZ is reportedly associated with an increased risk of bleeding. However, the underlying mechanism remains unclear. In this study, we investigated the antiplatelet effect of MTZ in mice via light transmission aggregometry to elucidate the mechanism of MTZ-induced bleeding. The results of the ex vivo study showed that the oral administration of MTZ (20 or 100 mg/kg) significantly suppressed platelet aggregation mediated by the synergic interaction of 5-hydroxytryptamine (5-HT) and adrenaline. Additionally, MTZ significantly suppressed platelet aggregation, mediated by the synergic interaction of ADP and 5-HT or adrenaline. Similar results were obtained in vitro, under the condition of 5-HT- and adrenaline-induced platelet aggregation. Overall, the results suggest that MTZ exerts antiplatelet effect by co-blocking 5-HT2A and α2-adrenergic receptors on platelets and suppresses platelet aggregation mediated by ADP, increased by either 5-HT or adrenaline. Thus, a detailed monitoring of bleeding is recommended for patients taking MTZ.

Meta-Analysis of 11 Heterogeneous Studies regarding Dipeptidyl Peptidase 4 Inhibitor Add-On Therapy for Type 2 Diabetes Mellitus Patients Treated with Insulin.

BACKGROUND: Several clinical trials have addressed the therapeutic strategy of adding dipeptidyl peptidase 4 (DPP-4) inhibitors to the treatment of type 2 diabetes mellitus (DM) inadequately controlled by insulin therapy. However, there is a high degree of heterogeneity in these studies, and the cause of which has not been identified. METHODS: We conducted a meta-analysis of randomized controlled trials, which compared the efficacy and safety of adding DPP-4 inhibitors or placebo to insulin therapy; the level of hemoglobin A1c (HbA1c) in the patients was >7.0%, and the duration of treatment was ≥8 weeks. We focused on the mean changes in HbA1c from the baseline (ΔHbA1c) and the incidence of hypoglycemia. We assumed that five baseline parameters (HbA1c, fasting blood glucose, body mass index (BMI), duration of type 2 DM, and duration of treatment) could affect ΔHbA1c. Regarding the incidence of hypoglycemia, we suspected that the heterogeneity was caused by differences in the definition of hypoglycemia among the studies. RESULTS: Data obtained from 11 studies (n = 4654 patients) were included in the analysis. The mean ΔHbA1c between the DPP-4 inhibitor and placebo groups was -0.61% (95% confidence interval (CI): -0.74 to -0.48, I 2 = 73.4%). There was substantial heterogeneity among the 11 studies, but 74.1% of this variability was explained by the difference in BMI. The odds ratio for the incidence of hypoglycemia was 1.02 (95% CI: 0.74 to 1.42, I 2 = 63.8%), with substantial heterogeneity due to differences in the definition of hypoglycemia among the studies. There was no apparent effect of publication bias. CONCLUSIONS: The addition of DPP-4 inhibitors to insulin therapy for adult patients with type 2 DM can significantly reduce HbA1c levels without increasing the occurrence of hypoglycemia. BMI and hypoglycemia definition could explain the heterogeneity in the clinical trials. This trial is registered with PROSPERO #CRD42016035994.

Investigation of Approval Trends and Benefits of New Fixed-Dose Combination Drugs in Japan.

BACKGROUND: New fixed-dose combination drugs (FDCs) had been developed in limited numbers in Japan. Since regulatory requirements were relaxed in 2005, 73 new FDCs have been approved by PMDA since 2006. In this study, we investigate trends in new FDCs and their benefits through a questionnaire survey provided to patients and pharmacists. METHODS: The new FDCs were analyzed by therapeutic categories, first approval country and drug lag (DL). Questionnaire surveys were conducted on hypertension, bronchial asthma, and glaucoma in approximately 300 patients and 700 pharmacists in 66 hospitals to investigate the benefits of new FDCs. RESULTS: The highest number of FDCs approved by the therapeutic category was 15 cardiovascular agents. The DL (median) was less than 1 year in several therapeutic categories including cardiovascular agents. The survey results showed that patient compliance improved in 30.8% of the bronchial asthma. Regarding the time and effort required to prescribe these drugs, 32.5% of pharmacists reported "slightly decreased" in bronchial asthma, while 32.0% reported "slightly increased" in hypertension. More than one-third (70.6%) responded "recommend" in bronchial asthma. CONCLUSION: The number of new FDCs markedly increased since 2006, and this presented new opportunities for the Japanese pharmaceutical industry. FDCs not only increase convenience to the patient but also improve patient compliance and the efficiency of pharmacist prescription processes. However, the rapid increase in new FDCs may cause confusion in the medical field, and new FDCs should be developed not only to improve convenience but also to consider the benefits they provide to patients, pharmacists, and physicians.

Influence of Drug Lag on New Drug Label Revisions.

BACKGROUND: Drug lag (DL) in Japan has decreased in the last few years as a result of the globalization of drug development in the past decade, and new molecule entities (NMEs) with short DL are on the rise. The purpose of this study was to investigate the influence of DL on postmarketing safety of NMEs, by comparing the length of DL and the chronological trend of package insert revisions. METHODS: The number of label revisions occurring during 6 years after approval was investigated for 142 NMEs approved between 2000 and 2006. The NMEs were classified by the length of DL (2 years and 4 years), and the label revision trends by each label section and therapeutic categories were analyzed. RESULTS: The cumulative number of level revisions in the "Drug Interactions" and "Clinically Significant Adverse Reactions" sections in the first year after approval in the DL <2 years group was significantly greater than in the DL ≥2 years group. In the chemotherapeutic category that showed the shortest DL, the first label revision occurred in 33.3% within the first year and in 66.7% by the second year, and label revisions were performed earlier than in any other therapeutic categories. CONCLUSIONS: These results suggest that the package inserts of NMEs with a shorter DL tend to be revised earlier and more frequently, and it requires more careful monitoring of safety information after product launch.

Influence of Food on Rifampicin Pharmacokinetics in Rats.

Rifampicin (RFP; 30 mg/kg) was orally administered to fasted or fed rats using ultrapure water as the vehicle, and the influence of food on its pharmacokinetics was investigated. To examine the influence of intragastric pH and RFP solubility, similar experiments were performed using 0.1 M HCl (pH 1.0), 0.1 M phosphate buffer (pH 6.8), or 10% Tween 80 vehicles. Plasma RFP concentrations were measured by HPLC-UV for 24 h. The administration of RFP to fed rats in ultrapure water (10% dissolved) resulted in a significant 40% reduction in the maximum plasma drug concentration (Cmax) and area under the concentration-time curve (AUC0-24), as compared with fasted rats (p<0.05). RFP administration in 0.1 M phosphate buffer (10% dissolved) produced approximately 25% lower Cmax and AUC0-24 values, as compared with those achieved by RFP in ultrapure water in fasted rats. The administration of RFP in 0.1 M HCl (100% dissolved) to fasted rats increased the AUC0-24 by approximately 1.8-fold, compared with ultrapure water, suggesting that increasing RFP solubility increased its absorption. The 10% Tween 80 vehicles (60% dissolved) enhanced the absorption of RFP to a similar level as observed when using 0.1 M HCl solution, suggesting that both the improvement in solubility and P-glycoprotein inhibition by Tween 80 increased the absorption. This study suggested that RFP solubility in gastrointestinal fluid may be an important determinant of absorption and that it would be beneficial to change the timing of RFP administration to patients with insufficient clinical outcomes by administration after a meal.

Influence of nonsteroidal anti-inflammatory drugs on the antiplatelet effects of aspirin in rats.

Low-dose aspirin acts by irreversibly acetylating internal cyclooxygenase-1 (COX-1) on platelets, thereby suppressing platelet aggregation. Because nonsteroidal anti-inflammatory drugs (NSAIDs) also inhibit COX-1, the antiplatelet effects of aspirin may be suppressed when it is co-administered with NSAIDs. In this study, the influences of ibuprofen, loxoprofen sodium and etodolac on the antiplatelet effects of aspirin were investigated in male Sprague-Dawley (SD) rats. Aspirin and/or NSAIDs were administered orally at single or multiple daily doses. Platelet aggregation (ADP and collagen were added as stimuli) and serum thromboxane B(2) (TXB(2)) concentrations were measured. The maximum inhibitions of aggregation in the aspirin before ibuprofen group were 41.0±7.8% for ADP and 38.7±5.4% for collagen at 6 h after administration; similar values were seen in the aspirin group; however, percent inhibitions in the aspirin before ibuprofen multiple administration group were lower than those in the aspirin group. Thus, the inhibitory effects of daily low-dose aspirin on platelets are competitively inhibited by the prolonged use of multiple daily doses of ibuprofen. In contrast, serum TXB(2) concentrations in all groups were lower than those in the control group (drug-free). This suggests that the relationship between the inhibition of platelet COX-1 and the suppression of platelet aggregation is nonlinear. When aspirin was administered with loxoprofen sodium, similar effects were observed; however, with etodolac, the antiplatelet effects in all groups were equal to those in the aspirin group. Accordingly, if co-administration with NSAIDs is necessary with low-dose aspirin, a selective COX-2 inhibitor, such as etodolac, should be used.