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Kaempferol Inhibits Ferroptosis in Lung Epithelial Cells in LPS-Induced Acute Lung Injury via m5C Methylation of TFRC. 山奈酚通过m5C甲基化TFRC抑制lps诱导的急性肺损伤肺上皮细胞铁凋亡。
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b25-00114
Yuan Zhang, Weihua Wu, Peng An, Zhenfei Yu

Ferroptosis is involved in the progression of sepsis-induced acute lung injury (ALI). Kaempferol is a flavonoid compound that can protect against ALI. 5-Methylcytosine (m5C) is involved in the pathogenesis of sepsis. This study aimed to investigate the impact of kaempferol on ferroptosis and the underlying mechanism, focusing on m5C methylation. MLE-12 cells were exposed to lipopolysaccharide (LPS) to induce cell injury, and treated with kaempferol to assess ferroptosis by detecting ferrous, glutathione, malonaldehyde, and lipid-reactive oxygen species levels using commercial kits. m5C methylation was assessed using dot blot, RNA immunoprecipitation, dual-luciferase reporter analysis, and RNA stability assay. The results showed that kaempferol inhibited ferroptosis in LPS-induced cells and NOP2/Sun RNA methyltransferase family member 7 (NSUN7)-mediated m5C modification levels. Overexpression of NSUN7 reversed the inhibition of ferroptosis caused by kaempferol. Moreover, NSUN7 knockdown reduced transferrin receptor (TFRC) stability by suppressing its m5C methylation, and TFRC overexpression promoted ferroptosis in cells with NSUN7 downregulation. In conclusion, kaempferol inhibits ferroptosis in lung epithelial cells by suppressing NSUN7-mediated m5C methylation of TFRC. These findings suggest that kaempferol and targeting m5C methylation may be used for the treatment of sepsis-induced ALI.

铁下垂参与脓毒症引起的急性肺损伤(ALI)的进展。山奈酚是一种类黄酮化合物,可以预防ALI。5-甲基胞嘧啶(m5C)参与脓毒症的发病机制。本研究旨在探讨山奈酚对铁死亡的影响及其机制,重点关注m5C甲基化。将MLE-12细胞暴露于脂多糖(LPS)诱导细胞损伤,并使用山奈酚处理,通过检测铁、谷胱甘肽、丙二醛和脂质活性氧水平来评估铁凋亡。采用点印迹、RNA免疫沉淀、双荧光素酶报告基因分析和RNA稳定性分析评估m5C甲基化。结果显示山奈酚可抑制脂多糖诱导的铁凋亡细胞和NOP2/Sun RNA甲基转移酶家族成员7 (NSUN7)介导的m5C修饰水平。NSUN7过表达逆转山奈酚对铁下垂的抑制作用。此外,NSUN7敲低可通过抑制转铁蛋白受体(TFRC) m5C甲基化降低其稳定性,在NSUN7下调的细胞中,TFRC过表达可促进铁凋亡。综上所述,山奈酚通过抑制nsun7介导的TFRC的m5C甲基化来抑制肺上皮细胞的铁凋亡。这些发现表明山奈酚和靶向m5C甲基化可能用于治疗败血症诱导的ALI。
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引用次数: 0
Comparative Study of Histone Deacetylase Inhibitors for Radiation Protection Using Survival Outcomes in a Mouse Model. 组蛋白去乙酰化酶抑制剂在小鼠模型中辐射防护生存结果的比较研究。
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b25-00574
Yukiro Kurokawa, Shinichi Watanabe, Takaaki Yano, Noriaki Hidaka, Takumi Yamaguchi, Mamoru Tanaka

Histone deacetylases (HDACs) regulate chromatin structure and gene expression, and their inhibition has been proposed as a radioprotective strategy. However, few studies have compared multiple HDAC inhibitors (HDACis) under identical conditions. This study evaluated the efficacy of seven HDACis in a mouse total body irradiation (TBI) model. Male ICR mice received 7.5 Gy TBI followed by a single administration of valproic acid (VPA; 300 or 600 mg/kg), sodium butyrate (NaB; 500 or 1000 mg/kg), trichostatin A (TSA; 0.5 or 1.0 mg/kg), vorinostat (10 or 50 mg/kg), panobinostat (25 or 50 mg/kg), givinostat (5 or 10 mg/kg), or entinostat (25 or 50 mg/kg). Survival was monitored for 20 d. Only VPA at 600 mg/kg significantly improved survival compared with vehicle (overall p = 0.00241; p = 0.0039 vs. vehicle), while all other HDACis showed no significant benefit. VPA's efficacy may reflect a combination of effects on DNA repair, inflammation, and redox regulation rather than HDAC inhibition alone. These findings suggest VPA to be a promising candidate for radioprotection and emphasize the need for further studies to optimize dosing and explore underlying mechanisms.

组蛋白去乙酰化酶(hdac)调节染色质结构和基因表达,其抑制被认为是一种辐射防护策略。然而,很少有研究在相同条件下比较多种HDAC抑制剂(HDAC抑制剂)。本研究评价了7种HDACis在小鼠全身照射(TBI)模型中的作用。雄性ICR小鼠接受7.5 Gy TBI,然后单次给药丙戊酸(VPA; 300或600 mg/kg)、丁酸钠(NaB; 500或1000 mg/kg)、曲古斯汀a (TSA; 0.5或1.0 mg/kg)、伏立他(10或50 mg/kg)、帕比诺他(25或50 mg/kg)、吉维诺他(5或10 mg/kg)或恩替诺他(25或50 mg/kg)。监测生存期20 d。与对照药相比,只有600 mg/kg剂量的VPA显著提高了生存期(总体p = 0.00241; p = 0.0039),而所有其他HDACis均未显示出显著的益处。VPA的功效可能反映了DNA修复、炎症和氧化还原调节的综合作用,而不是单独抑制HDAC。这些发现表明VPA是一种很有前途的辐射防护候选者,并强调需要进一步研究以优化剂量和探索潜在的机制。
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引用次数: 0
Comparison of Trough-Only and Peak-Trough Concentration Data for the Calculation of Vancomycin Area under the Concentration-Time Curve on Day 1 or Day 2. 第1天和第2天浓度-时间曲线下万古霉素面积计算的纯谷浓度和峰谷浓度数据比较
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b25-00562
Momoka Endo, Takashi Niwa, Yuto Yamada, Ayasa Goto-Fujibayashi, Kazuyuki Sumi, Manami Otsubo, Natsuki Ichihashi, Koki Hara, Ryohei Miyashita, Akio Suzuki

Area under the concentration-time curve (AUC)-guided vancomycin dosing is recommended to measure peak and trough concentrations. While recent studies have shown that AUC on Day 1 and Day 2 are associated with early clinical response and nephrotoxicity, data confirming the accuracy of AUC estimation using trough-only data on Day 1 and Day 2 are scarce. The aim of this study was to evaluate the agreement of AUC calculated using trough-only data compared with 2-point sampling on Day 1 and Day 2 using the Bayesian-based, free web application PAT (Practical AUC-guided TDM for vancomycin). We conducted a single-center, cohort study to evaluate the agreement of AUC calculated using trough-only data compared to peak-trough sampling on Day 1 and Day 2. The ratios of trough/peak-trough AUC for AUC0-24 and AUC24-48 were within the acceptable range of 0.8-1.2. Furthermore, AUCs estimated using trough-only data and those estimated using peak-trough concentrations showed high agreement. In addition, multivariate ordinal logistic regression analysis showed that estimated glomerular filtration rate and serum albumin were significant factors affecting the deviation of trough/peak-trough AUC24-48 (p = 0.001 and p = 0.040, respectively). In conclusion, trough-only data may be sufficient for AUC estimation in AUC-guided dosing in patients identified as suitable candidates, even when obtained on Day 2. Further, renal function and serum albumin were found to be factors affecting the agreement rate of AUC on Day 2 when using trough-only data.

推荐使用浓度-时间曲线下面积(AUC)来测量万古霉素给药的峰谷浓度。虽然最近的研究表明,第1天和第2天的AUC与早期临床反应和肾毒性有关,但证实第1天和第2天仅使用槽位数据估计AUC准确性的数据很少。本研究的目的是通过使用基于贝叶斯的免费web应用程序PAT(实用AUC指导下的万古霉素TDM),与第1天和第2天的2点抽样相比,评估使用全槽数据计算的AUC的一致性。我们进行了一项单中心队列研究,以评估仅使用波谷数据计算的AUC与第1天和第2天波谷采样的一致性。AUC0-24和AUC24-48的谷/峰-谷AUC比值在0.8-1.2的可接受范围内。此外,仅使用波谷数据估计的auc和使用峰谷浓度估计的auc显示出高度的一致性。此外,多变量有序logistic回归分析显示,肾小球滤过率估计值和血清白蛋白是影响谷/峰谷值AUC24-48偏差的显著因素(p = 0.001和p = 0.040)。总之,即使是在第2天获得的数据,对于确定为合适候选患者的AUC指导给药的AUC估计也可能是足够的。此外,当使用单槽数据时,肾功能和血清白蛋白被发现是影响第2天AUC一致性的因素。
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引用次数: 0
Comparison of the Risk of Paradoxical Psoriasis between Monoclonal Antibody and Non-monoclonal Antibody Tumor Necrosis Factor-α Inhibitors in Patients with Rheumatoid Arthritis: An Observational Study Using a Claims Database. 类风湿关节炎患者单克隆抗体和非单克隆抗体肿瘤坏死因子-α抑制剂患悖论性银屑病风险的比较:一项使用索赔数据库的观察性研究
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b25-00058
Minoru Shimazaki, Yutaka Matsuyama, Daisuke Koide

Tumor necrosis factor-α inhibitors (TNFis) are associated with a risk of paradoxical psoriasis, but quantitative data remain limited. One proposed mechanism is the induction of interferon (IFN) production following TNFi administration. Etanercept and certolizumab pegol, which contain immunoglobulin fragments in their structures, reportedly induce IFN production in T cells more than monoclonal antibody (mAb) TNFi agents. Based on this, we hypothesized that non-mAb TNFi agents might carry a higher risk of paradoxical psoriasis than mAb agents. This study compared the risk of paradoxical psoriasis between mAb and non-mAb TNFi agents in rheumatoid arthritis (RA) patients. Using a claims database, we identified 1577 subjects in the mAb group and 1517 in the non-mAb group. Patient characteristics, including sex, age, and prior RA treatment, were extracted, and the onset of psoriasis was identified. Multivariable Cox regression analysis showed the hazard ratio (HR) for psoriasis onset in the mAb group versus the non-mAb group was 1.66 (95% confidence interval [CI]: 0.79-3.48). Subgroup analyses revealed that compared to etanercept, the HR for adalimumab was 1.43 (95% CI: 0.49-4.19), and compared to certolizumab pegol, it was 0.67 (95% CI: 0.19-2.39). These findings suggest that our hypothesis was not supported and that the risk of paradoxical psoriasis may vary even among non-mAb agents, as indicated by differences observed between etanercept and certolizumab pegol.

肿瘤坏死因子-α抑制剂(TNFis)与矛盾型牛皮癣的风险相关,但定量数据仍然有限。一种被提出的机制是在给予TNFi后诱导干扰素(IFN)的产生。依那西普和certolizumab pegol在其结构中含有免疫球蛋白片段,据报道,它们比单克隆抗体(mAb) TNFi药物更能诱导T细胞产生IFN。基于此,我们假设非单抗TNFi药物可能比单抗药物具有更高的矛盾性牛皮癣风险。本研究比较了单克隆抗体和非单克隆抗体TNFi药物在类风湿关节炎(RA)患者中发生矛盾性牛皮癣的风险。使用索赔数据库,我们确定了单抗组1577名受试者和非单抗组1517名受试者。提取患者特征,包括性别、年龄和既往RA治疗,并确定牛皮癣的发病。多变量Cox回归分析显示,单抗组与非单抗组牛皮癣发病的风险比(HR)为1.66(95%可信区间[CI]: 0.79-3.48)。亚组分析显示,与依那西普相比,阿达木单抗的HR为1.43 (95% CI: 0.49-4.19),与certolizumab pegol相比,HR为0.67 (95% CI: 0.19-2.39)。这些发现表明,我们的假设不被支持,即使在非单抗药物中,矛盾性牛皮癣的风险也可能不同,正如依那西普和certolizumab pegol之间观察到的差异所表明的那样。
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引用次数: 0
In Vitro Anti-inflammatory Activity of Tyrosol and Tryptophol: Metabolites of Yeast via the Ehrlich Pathway. 酵母通过埃利希途径代谢产物酪氨酸和色氨酸的体外抗炎活性。
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b24-00625
Toshio Niwa, Yoji Kato, Toshihiko Osawa

Soy isoflavonoids were applied to commercially available baker's yeast in vitro to find metabolites. Tyrosol, an ingredient in olive oil and wine, and tryptophol were found in the culture media. To test whether tyrosol is a metabolite of soy isoflavonoids, we prepared 2,4-dideuterated equol and applied it to yeast. According to LC-MS analysis of the culture media, deuterated tyrosol was not produced. Therefore, tyrosol is assumed to be a tyrosine metabolite of yeast known as the Ehrlich pathway. We then evaluated the in vitro activities of the 2 amino acid-derived alcohols. Both tyrosol and tryptophol similarly showed anti-inflammatory activity, as evaluated by monocyte chemoattractant protein-1 in 3T3-L1 murine adipocytes in vitro. Our results suggested that the amino acid-derived alcohols may contribute to the anti-inflammatory activity of fermented foods.

大豆异黄酮应用于市售面包酵母体外寻找代谢产物。在培养基中发现了橄榄油和葡萄酒中的一种成分酪醇和色氨酸。为了验证酪醇是否是大豆异黄酮的代谢物,我们制备了2,4-二氘雌马酚,并将其应用于酵母。通过对培养基的LC-MS分析,没有产生氘化的酪醇。因此,酪醇被认为是酵母的酪氨酸代谢物,称为埃利希途径。然后我们评估了这2种氨基酸衍生醇的体外活性。通过体外3T3-L1小鼠脂肪细胞的单核细胞趋化蛋白-1评估,酪醇和色氨酸同样显示出抗炎活性。我们的研究结果表明,氨基酸衍生的醇可能有助于发酵食品的抗炎活性。
{"title":"In Vitro Anti-inflammatory Activity of Tyrosol and Tryptophol: Metabolites of Yeast via the Ehrlich Pathway.","authors":"Toshio Niwa, Yoji Kato, Toshihiko Osawa","doi":"10.1248/bpb.b24-00625","DOIUrl":"10.1248/bpb.b24-00625","url":null,"abstract":"<p><p>Soy isoflavonoids were applied to commercially available baker's yeast in vitro to find metabolites. Tyrosol, an ingredient in olive oil and wine, and tryptophol were found in the culture media. To test whether tyrosol is a metabolite of soy isoflavonoids, we prepared 2,4-dideuterated equol and applied it to yeast. According to LC-MS analysis of the culture media, deuterated tyrosol was not produced. Therefore, tyrosol is assumed to be a tyrosine metabolite of yeast known as the Ehrlich pathway. We then evaluated the in vitro activities of the 2 amino acid-derived alcohols. Both tyrosol and tryptophol similarly showed anti-inflammatory activity, as evaluated by monocyte chemoattractant protein-1 in 3T3-L1 murine adipocytes in vitro. Our results suggested that the amino acid-derived alcohols may contribute to the anti-inflammatory activity of fermented foods.</p>","PeriodicalId":8955,"journal":{"name":"Biological & pharmaceutical bulletin","volume":"48 2","pages":"115-118"},"PeriodicalIF":1.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143405549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Tumor Microenvironment Remodeled by Epstein-Barr Virus: From Primary Site to Distant Metastatic Niche. Epstein-Barr病毒重塑肿瘤微环境:从原发部位到远处转移生态位
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b24-00872
Qiuyun Li, Yuping Liu, Yong Chen, Yujuan Huang, Yayan Deng, Qianqing Fan, Lihong Huang, Xue Liu, Jiaxiang Ye, Yongqiang Li, Jiazhang Wei, Jinyan Zhang

Epstein-Barr virus (EBV) is one of the most pervasive viruses worldwide, and EBV infection is inextricably linked to a multitude of lymphoid and epithelial neoplasms. EBV is responsible for the advancement of malignant disease by modifying the tumor microenvironment (TME), which is a sophisticated and evolving system that facilitates tumor growth, invasion, and metastasis. EBV infection has a profound impact on the cellular and noncellular components that constitute the TME. Our review presents a summary of the composition of the EBV-remodeled TME, with a particular focus on EBV-induced functional phenotypes in non-tumor cells. Furthermore, we discuss the potential for reversing EBV-driven TME remodeling as a therapeutic strategy for treating the malignancies associated with EBV infection.

eb病毒(EBV)是世界范围内最普遍的病毒之一,EBV感染与多种淋巴和上皮肿瘤有着千丝万缕的联系。EBV通过改变肿瘤微环境(TME)来促进恶性疾病的发展,TME是一个复杂而不断发展的系统,促进肿瘤的生长、侵袭和转移。EBV感染对构成TME的细胞和非细胞成分有深远的影响。我们的综述总结了ebv重塑的TME的组成,特别关注ebv诱导的非肿瘤细胞的功能表型。此外,我们讨论了逆转EBV驱动的TME重塑作为治疗EBV感染相关恶性肿瘤的治疗策略的潜力。
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引用次数: 0
Comparison of Oncology Drug Lag in Japan and South Korea Based on the Interval between the U.S. Approval and the Local Approval. 基于美国批准与本土批准间隔的日韩肿瘤药物滞后性比较
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b24-00555
Yoshifumi Tachibana, Jangsoo Yoon, Mamoru Narukawa

Drug lag is a serious issue for patients with life-threatening diseases such as cancer. Japan and Korea have been facing a large drug lag, despite having a large market and a good clinical trial environment. We analyzed drug lags for anticancer drugs between these countries, using the information on 82 anticancer drugs approved in the United States between 2017 and 2022. The national health insurance coverage status was also investigated. The approval lag, defined as the number of days from the date of approval in the United States to the date of approval in the country of interest, was used as the indicator of drug lag and was calculated for each drug. The median for all drugs was estimated using the Kaplan-Meier method, with the lag for locally unapproved drugs treated as censored data. The median approval lag in Japan and Korea for all drugs, including locally unapproved drugs, were 1547 d (4.2 years) and 1000 d (2.7 years), respectively. The approval lags for the approved drugs were 216 and 655 d in Japan and Korea, respectively. All drugs approved in Japan were covered by national health insurance whereas many drugs recently approved in Korea were not yet covered. The overall drug lag in Japan was greater than that in Korea due to the high number of unapproved drugs in Japan. In Korea, more drugs have been approved; however, it generally takes longer for them to become widely available to the public.

对于癌症等危及生命的疾病患者来说,药物滞后是一个严重的问题。尽管日本和韩国拥有巨大的市场和良好的临床试验环境,但它们一直面临着很大的药物滞后。我们使用2017年至2022年在美国批准的82种抗癌药物的信息,分析了这些国家之间抗癌药物的药物滞后。还调查了国家健康保险的覆盖情况。审批滞后,定义为从美国批准之日到相关国家批准之日的天数,作为药物滞后的指标,并对每种药物进行计算。使用Kaplan-Meier方法估计所有药物的中位数,对当地未批准药物的滞后处理为审查数据。日本和韩国所有药物(包括当地未批准的药物)的中位批准滞后时间分别为1547 d(4.2年)和1000 d(2.7年)。在日本和韩国,获批药物的审批滞后时间分别为216天和655天。在日本批准的所有药物都纳入国民健康保险,而最近在韩国批准的许多药物尚未纳入国民健康保险。日本的总体药物滞后性比韩国大,这是由于日本未经批准的药物数量较多。在韩国,获得批准的药物越来越多;然而,它们通常需要更长的时间才能被公众广泛使用。
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引用次数: 0
Vitamin D Receptor rs2228570 Gene Polymorphism Is Associated with Asthma Severity and Exacerbations. 维生素D受体rs2228570基因多态性与哮喘严重程度和恶化有关
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b24-00684
Sekiko Uehara, Keita Hirai, Toshihiro Shirai, Hinako Otaki, Taisuke Akamatsu, Kunihiko Itoh

Vitamin D plays a crucial role in immune system function. Several studies have indicated that genetic variations in the vitamin D receptor (VDR) and vitamin D binding protein (VDBP, encoded by GC gene) increase the risk of developing asthma. However, the effect of these variations on the prognosis and clinical outcomes of asthma remains unclear. This study, involving 152 adult patients with asthma, aimed to assess the influence of VDR and GC polymorphisms on asthma severity and its exacerbation. Gene polymorphisms previously associated with asthma risk were analyzed, and VDR mRNA expression levels were evaluated in peripheral blood mononuclear cells. The AA genotype of the VDR rs2228570 polymorphism was associated with an elevated risk of severe asthma compared to the AG/GG genotype (odds ratio, 3.20; 95% confidence interval [CI], 1.24-8.28). Furthermore, patients with the rs2228570 AA genotype showed an elevated risk of exacerbation during the 1-year follow-up period (hazard ratio, 4.01; 95% CI, 1.75-9.15). VDR mRNA expression was significantly reduced in patients with the AA genotype. Furthermore, the mRNA expression levels of GLCCI1, HDAC2, NR3C1, and NFE2L2, which are associated with steroid response, were reduced in patients with the AA genotype. Our findings indicate that patients with the AA genotype of VDR rs2228570 are more likely to experience severe asthma and exacerbations. This polymorphism has the potential to reduce vitamin D efficacy by altering VDR function and expression, potentially resulting in increased inflammation and reduced steroid responsiveness in patients with asthma.

维生素D在免疫系统功能中起着至关重要的作用。多项研究表明,GC基因编码的维生素D受体(VDR)和维生素D结合蛋白(VDBP)的遗传变异增加了哮喘的发生风险。然而,这些变化对哮喘的预后和临床结果的影响尚不清楚。本研究纳入152例成年哮喘患者,旨在评估VDR和GC多态性对哮喘严重程度及其恶化的影响。分析了先前与哮喘风险相关的基因多态性,并评估了外周血单个核细胞中VDR mRNA的表达水平。与AG/GG基因型相比,VDR rs2228570基因型的AA基因型与严重哮喘的风险升高相关(优势比3.20;95%可信区间[CI], 1.24-8.28)。此外,rs2228570 AA基因型患者在1年随访期间病情加重的风险升高(风险比,4.01;95% ci, 1.75-9.15)。AA基因型患者的VDR mRNA表达明显降低。此外,与类固醇反应相关的GLCCI1、HDAC2、NR3C1和NFE2L2 mRNA表达水平在AA基因型患者中降低。我们的研究结果表明,VDR rs2228570的AA基因型患者更容易发生严重的哮喘和恶化。这种多态性有可能通过改变VDR功能和表达来降低维生素D的功效,可能导致哮喘患者炎症增加和类固醇反应性降低。
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引用次数: 0
Development of Research Foundation for Comprehensive Articulation of Drug Effects. 药物效应综合表达研究基金的建立。
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b24-00509
Tadahaya Mizuno

As unexpected adverse events and successful drug repositioning have shown, drug effects are complex and include aspects not recognized by developers. How can we understand these unrecognized drug effects? Drug effects can be numerized by encompassing biological responses to drugs. For instance, the transcriptome data of cultured cells and toxicopathological images of mice treated with a compound represent the effects of the compound in vitro and in vivo, respectively. As a next step, we focused on pattern recognition, a data science framework to extract essentially important low-dimensional latent variables from high-dimensional observed data such as latent variable models. Latent variables are low-dimensional, allowing us to visualize drug effects in an easily recognizable form, such as a radar chart. This bird's-eye view of drug effects enables us to compare them with existing knowledge, potentially articulating the effects of drugs as the known knowns and known unknowns. We believe that the three-step strategy of numerization, visualization, and articulation will allow us to understand drug effects comprehensively, and we are currently verifying this approach. In this review, we will introduce these candidate studies and hope to share our interest in "pattern recognition of biological responses," the pillar of our group.

正如意外的不良事件和成功的药物重新定位所显示的那样,药物效应是复杂的,包括开发人员未认识到的方面。我们如何理解这些未被认识到的药物作用?药物效应可以通过包含对药物的生物反应来量化。例如,培养细胞的转录组数据和用化合物处理的小鼠的毒性病理图像分别代表了该化合物在体外和体内的作用。下一步,我们将重点放在模式识别上,这是一个数据科学框架,用于从高维观测数据(如潜在变量模型)中提取本质上重要的低维潜在变量。潜在变量是低维的,使我们能够以一种易于识别的形式(如雷达图)可视化药物效应。这种药物作用的鸟瞰图使我们能够将它们与现有知识进行比较,潜在地阐明已知已知和已知未知的药物作用。我们相信,数字化、可视化和清晰化的三步策略将使我们全面了解药物效应,我们目前正在验证这种方法。在这篇综述中,我们将介绍这些候选研究,并希望分享我们对“生物反应的模式识别”的兴趣,这是我们小组的支柱。
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引用次数: 0
Role of Companion Diagnostics in Advancing Patient-Centered Anticancer Drug Treatment. 伴随诊断在推进以患者为中心的抗癌药物治疗中的作用。
IF 1.7 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-01-01 DOI: 10.1248/bpb.b25-00240
Nanaki Shingyo, Manaka Taguchi, Mizuki Matsubara, Michitaka Shichijo, Naoki Matsumaru, Katsura Tsukamoto

Cancer is an age-related disease that affects one in two Japanese individuals, placing a significant burden on both patients and caregivers due to its clinical characteristics, high treatment costs, and associated adverse events (AEs). Consequently, cancer treatment remains a major public concern. In recent years, patient-centered medical care has gained increasing attention and is strongly desired in cancer treatment. Companion diagnostics (CDx) are expected to facilitate personalized treatment; however, their current status remains unclear. In this study, we evaluated the role of CDx in anticancer drug treatment based on data available at the time of drug approval. Our analysis revealed that the benefit-risk ratio, defined as the objective response rate of an anticancer drug divided by the incidence of severe AEs, was significantly higher for anticancer drugs requiring CDx (wCDx) in Japanese patients (1.54-fold, p < 0.0135) than for anticancer drugs not requiring CDx. Although the objective response rate did not differ between the 2 groups, the incidence of severe AEs was lower in the wCDx group. These findings suggest that CDx helps identify patients who are better suited for specific anticancer treatments and/or that active pharmaceutical ingredients in wCDx therapies carry a lower risk of severe AEs. To further promote patient-centered medical care, the active development of CDx alongside new anticancer drugs should be encouraged, despite the higher development hurdles, through regulatory support, particularly since drug pricing does not differ between the 2 groups.

癌症是一种与年龄相关的疾病,影响着每两个日本人中就有一个人,由于其临床特征、高昂的治疗费用和相关的不良事件(ae),给患者和护理人员带来了沉重的负担。因此,癌症治疗仍然是公众关注的主要问题。近年来,以患者为中心的医疗服务越来越受到重视,并在癌症治疗中得到强烈要求。伴随诊断(CDx)有望促进个性化治疗;然而,他们目前的状况尚不清楚。在这项研究中,我们基于药物批准时的可用数据评估了CDx在抗癌药物治疗中的作用。我们的分析显示,在日本患者中,需要CDx的抗癌药物(wCDx)的获益-风险比(定义为抗癌药物的客观反应率除以严重不良事件的发生率)明显高于不需要CDx的抗癌药物(1.54倍,p < 0.0135)。虽然两组间客观有效率无差异,但wCDx组严重不良反应发生率较低。这些发现表明,CDx有助于确定更适合特定抗癌治疗的患者和/或wCDx治疗中的活性药物成分具有较低的严重ae风险。为了进一步促进以患者为中心的医疗保健,应该通过监管支持,鼓励CDx与新的抗癌药物一起积极开发,尽管开发障碍更高,特别是因为两组药物之间的药物定价没有差异。
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引用次数: 0
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