首页 > 最新文献

Allergology International最新文献

英文 中文
Discrepancies between the asthma control test and quality of life scores among biologic- and nonbiologic-treated asthma patients. 生物和非生物治疗哮喘患者哮喘控制测试和生活质量评分的差异。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-12-01 DOI: 10.1016/j.alit.2025.11.003
Hironobu Sunadome, Hisako Matsumoto, Yusuke Hayashi, Tomoki Maetani, Satoru Terada, Kenta Nishi, Yusuke Shiraishi, Naoya Tanabe, Atsuyasu Sato, Susumu Sato, Toyohiro Hirai

Background: In the era of asthma remission, quality of life (QOL) in daily activities is increasingly valued in addition to exacerbation control. However, the value of the Asthma Control Test (ACT) for assessing QOL remains unclear. This study compared the use of the ACT with the Asthma Quality of Life Questionnaire (AQLQ), with a focus on activity limitations.

Methods: We first analyzed biologic-treated asthma patients who were attending our institution and assessed the relationship between stable-phase ACT scores and AQLQ scores (including both overall scores and domain-specific scores). Receiver operating characteristic (ROC) curves were analyzed to identify the optimal ACT threshold for predicting favorable AQLQ scores. The findings were subsequently validated in a nonbiologic-treated group.

Results: Among biologic-treated patients (n = 69), the median ACT and AQLQ scores were 22 (IQR: 18-25) and 5.5 (IQR: 4.7-6.4), respectively. Discrepancies between the ACT and AQLQ were most evident in the activity limitation domain. Half of the patients with well-controlled ACT scores (≥20) reported difficulty with high-intensity exercise and avoiding environmental triggers, regardless of asthma duration. ROC curve analysis revealed that an ACT score ≥23 predicted favorable AQLQ activity limitation scores (≥6) (AUC: 0.83; sensitivity: 86 %; specificity: 76 %). Favorable scores were more commonly observed in the ACT ≥23 group than in the 20-22 group (p < 0.01). Similar findings were observed in the nonbiologic group (n = 123).

Conclusions: A cutoff score of ≥23 for the ACT may better reflect patient-perceived QOL than the conventional cutoff score of 20.

背景:在哮喘缓解时代,除了病情恶化控制外,日常活动中的生活质量(QOL)也越来越受到重视。然而,哮喘控制测试(ACT)评估生活质量的价值尚不清楚。本研究比较了ACT与哮喘生活质量问卷(AQLQ)的使用,重点关注活动限制。方法:我们首先分析了在我院接受生物治疗的哮喘患者,并评估了稳定期ACT评分和AQLQ评分(包括总分和领域特异性评分)之间的关系。分析受试者工作特征(ROC)曲线,以确定预测良好AQLQ评分的最佳ACT阈值。这些发现随后在非生物治疗组中得到验证。结果:生物制剂治疗患者(n = 69), ACT和AQLQ中位评分分别为22 (IQR: 18-25)和5.5 (IQR: 4.7-6.4)。ACT和AQLQ之间的差异在活动限制领域最为明显。半数控制良好的ACT评分(≥20)的患者报告,无论哮喘持续时间如何,都难以进行高强度运动和避免环境诱因。ROC曲线分析显示,ACT评分≥23预示良好的AQLQ活性限制评分(≥6)(AUC: 0.83;敏感性:86%;特异性:76%)。ACT≥23组较20 ~ 22组得分较高(p < 0.01)。在非生物组(n = 123)中观察到类似的结果。结论:ACT的截止分≥23分比常规的截止分20分更能反映患者感知的生活质量。
{"title":"Discrepancies between the asthma control test and quality of life scores among biologic- and nonbiologic-treated asthma patients.","authors":"Hironobu Sunadome, Hisako Matsumoto, Yusuke Hayashi, Tomoki Maetani, Satoru Terada, Kenta Nishi, Yusuke Shiraishi, Naoya Tanabe, Atsuyasu Sato, Susumu Sato, Toyohiro Hirai","doi":"10.1016/j.alit.2025.11.003","DOIUrl":"https://doi.org/10.1016/j.alit.2025.11.003","url":null,"abstract":"<p><strong>Background: </strong>In the era of asthma remission, quality of life (QOL) in daily activities is increasingly valued in addition to exacerbation control. However, the value of the Asthma Control Test (ACT) for assessing QOL remains unclear. This study compared the use of the ACT with the Asthma Quality of Life Questionnaire (AQLQ), with a focus on activity limitations.</p><p><strong>Methods: </strong>We first analyzed biologic-treated asthma patients who were attending our institution and assessed the relationship between stable-phase ACT scores and AQLQ scores (including both overall scores and domain-specific scores). Receiver operating characteristic (ROC) curves were analyzed to identify the optimal ACT threshold for predicting favorable AQLQ scores. The findings were subsequently validated in a nonbiologic-treated group.</p><p><strong>Results: </strong>Among biologic-treated patients (n = 69), the median ACT and AQLQ scores were 22 (IQR: 18-25) and 5.5 (IQR: 4.7-6.4), respectively. Discrepancies between the ACT and AQLQ were most evident in the activity limitation domain. Half of the patients with well-controlled ACT scores (≥20) reported difficulty with high-intensity exercise and avoiding environmental triggers, regardless of asthma duration. ROC curve analysis revealed that an ACT score ≥23 predicted favorable AQLQ activity limitation scores (≥6) (AUC: 0.83; sensitivity: 86 %; specificity: 76 %). Favorable scores were more commonly observed in the ACT ≥23 group than in the 20-22 group (p < 0.01). Similar findings were observed in the nonbiologic group (n = 123).</p><p><strong>Conclusions: </strong>A cutoff score of ≥23 for the ACT may better reflect patient-perceived QOL than the conventional cutoff score of 20.</p>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":" ","pages":""},"PeriodicalIF":6.7,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145662424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Age-stratified comorbidity transitions and interconnected mapping of nine allergic diseases. 九种过敏性疾病的年龄分层合并症转变和相互关联的映射。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-11-26 DOI: 10.1016/j.alit.2025.10.005
Ju Hee Kim, Eun Lee, Jeewon Shin, Eunkyo Ha, Hana Yoo, Soonchul Lee, Man Yong Han

Background: Allergic diseases are highly prevalent chronic inflammatory conditions. They often co-occur because of shared immunological pathways. However, population-level studies covering a broad range of allergic diseases across the lifespan remain limited. The objective of this study was to examine the age-specific trends in allergic disease prevalence, patterns of multimorbidity, and longitudinal interrelationships among nine allergic conditions using a nationwide cohort.

Methods: We analyzed data from 1,137,861 individuals in the Korean National Health Insurance Service-National Sample Cohort from 2002 to 2019. Nine allergic diseases were tracked: atopic dermatitis, asthma, allergic rhinitis, food allergies, drug allergies, anaphylaxis, allergic conjunctivitis, acute urticaria, and chronic urticaria. We assessed the annual prevalence, concurrent comorbidities, and estimated hazard ratios (HRs) for inter-disease associations using conditional Cox models adjusted for socioeconomic and geographic factors. Network graphs visualized significant associations (HR ≥ 2).

Results: The prevalence of most allergic diseases increased, including in children and older adults. The proportion of individuals with ≥2 allergic conditions rose from 0.7 % to 4.2 %. Chronic urticaria, atopic dermatitis, and asthma were major precursors of the development of additional allergic diseases. Disease-to-disease associations varied by age, with stronger interconnections observed in adulthood. Predictive modeling suggested increasing future burdens of chronic urticaria and late-onset asthma.

Conclusions: Allergic diseases exhibit increasing prevalence and multimorbidity across all ages, with strong age-dependent interrelationships. These findings highlight the need for integrated life-course-oriented strategies for allergic disease surveillance and management.

背景:过敏性疾病是一种非常普遍的慢性炎症性疾病。它们经常同时发生,因为它们有共同的免疫途径。然而,涵盖整个生命周期的广泛过敏性疾病的人群水平研究仍然有限。本研究的目的是通过全国队列研究过敏性疾病患病率的年龄特异性趋势、多病模式以及9种过敏性疾病之间的纵向相互关系。方法:我们分析了2002年至2019年韩国国民健康保险服务国家样本队列中1,137,861人的数据。九种过敏性疾病被追踪:特应性皮炎、哮喘、过敏性鼻炎、食物过敏、药物过敏、过敏反应、过敏性结膜炎、急性荨麻疹和慢性荨麻疹。我们使用经社会经济和地理因素调整的条件Cox模型评估了年度患病率、并发合并症,并估计了疾病间关联的风险比(hr)。网络图显示显著关联(HR≥2)。结果:大多数过敏性疾病的患病率增加,包括儿童和老年人。具有≥2种过敏症状的个体比例从0.7%上升到4.2%。慢性荨麻疹、特应性皮炎和哮喘是其他过敏性疾病发展的主要先兆。疾病与疾病之间的关联因年龄而异,在成年期观察到更强的相互关联。预测模型显示慢性荨麻疹和晚发性哮喘的未来负担增加。结论:变应性疾病在所有年龄段的患病率和多发病率均呈上升趋势,且具有很强的年龄依赖性。这些发现强调了过敏性疾病监测和管理的综合生命过程策略的必要性。
{"title":"Age-stratified comorbidity transitions and interconnected mapping of nine allergic diseases.","authors":"Ju Hee Kim, Eun Lee, Jeewon Shin, Eunkyo Ha, Hana Yoo, Soonchul Lee, Man Yong Han","doi":"10.1016/j.alit.2025.10.005","DOIUrl":"https://doi.org/10.1016/j.alit.2025.10.005","url":null,"abstract":"<p><strong>Background: </strong>Allergic diseases are highly prevalent chronic inflammatory conditions. They often co-occur because of shared immunological pathways. However, population-level studies covering a broad range of allergic diseases across the lifespan remain limited. The objective of this study was to examine the age-specific trends in allergic disease prevalence, patterns of multimorbidity, and longitudinal interrelationships among nine allergic conditions using a nationwide cohort.</p><p><strong>Methods: </strong>We analyzed data from 1,137,861 individuals in the Korean National Health Insurance Service-National Sample Cohort from 2002 to 2019. Nine allergic diseases were tracked: atopic dermatitis, asthma, allergic rhinitis, food allergies, drug allergies, anaphylaxis, allergic conjunctivitis, acute urticaria, and chronic urticaria. We assessed the annual prevalence, concurrent comorbidities, and estimated hazard ratios (HRs) for inter-disease associations using conditional Cox models adjusted for socioeconomic and geographic factors. Network graphs visualized significant associations (HR ≥ 2).</p><p><strong>Results: </strong>The prevalence of most allergic diseases increased, including in children and older adults. The proportion of individuals with ≥2 allergic conditions rose from 0.7 % to 4.2 %. Chronic urticaria, atopic dermatitis, and asthma were major precursors of the development of additional allergic diseases. Disease-to-disease associations varied by age, with stronger interconnections observed in adulthood. Predictive modeling suggested increasing future burdens of chronic urticaria and late-onset asthma.</p><p><strong>Conclusions: </strong>Allergic diseases exhibit increasing prevalence and multimorbidity across all ages, with strong age-dependent interrelationships. These findings highlight the need for integrated life-course-oriented strategies for allergic disease surveillance and management.</p>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":" ","pages":""},"PeriodicalIF":6.7,"publicationDate":"2025-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145641755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Cytokine profile-guided management of Stevens-Johnson syndrome and toxic epidermal necrolysis (SJS/TEN): A management algorithm useful for guiding the selection of treatment options. 细胞因子谱引导史蒂文斯-约翰逊综合征和中毒性表皮坏死松解(SJS/TEN)的管理算法:一种有用的指导治疗方案选择的管理算法。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-11-10 DOI: 10.1016/j.alit.2025.09.005
Yoshiko Mizukawa, Tetsuo Shiohara

Background: Because different immunosuppressive therapies have their own characteristic properties to inhibit/enhance the production of various cytokines in Stevens-Johnson syndrome/toxic epidermal necrolysis (SJS/TEN), cytokine profile dynamics could be used to predict and monitor the therapeutic response across different treatments, when assessed at baseline and following therapy.

Methods: This retrospective analysis was performed to assess how changes in cytokine profiles available in clinics contributed to an optimal therapeutic response in SJS/TEN patients. We included 31 patients with SJS/TEN, treated with standard corticosteroids (n = 9), pulse corticosteroids (n = 11), intravenous immunoglobulins (n = 4), plasmapheresis (n = 6), and supportive therapy (n = 1).

Results: High granulysin (≥ 1.6 ng/ml) and soluble Fas ligand (≥ 2540 pg/ml) levels at baseline were strong predictors for the failure of standard corticosteroid therapy. We found that standard corticosteroid treatment inhibited not only Th1 cytokines but also monocyte-derived cytokines in patients exhibiting an adequate treatment response. Although pulse corticosteroids have a fundamentally similar effect as standard corticosteroids on cytokine profiles, pulse corticosteroids more efficiently reduced monocyte-derived cytokines. Intravenous immunoglobulins suppressed interferon-γ and interleukin (IL)-12p40 production more efficiently compared with standard corticosteroids and other immunosuppressive agents. A profound decrease in granulocyte colony-stimulating factor and IL-10 associated with a marked increase in IL-12 was specifically detected in SJS/TEN patients treated with plasmapheresis.

Conclusions: We can select the most appropriate treatment option for individual patients following the failure of standard corticosteroids by examining treatment-relevant cytokine profiles before and after treatment. We propose a treatment algorithm that can serve as a decision-making tool for tailored therapy selection.

背景:由于不同的免疫抑制疗法在抑制/增强Stevens-Johnson综合征/中毒性表皮坏死松解(SJS/TEN)中各种细胞因子的产生方面具有各自的特点,细胞因子谱动力学可用于预测和监测不同治疗的治疗反应,在基线和治疗后进行评估。方法:进行回顾性分析,以评估临床可用的细胞因子谱的变化如何促进SJS/TEN患者的最佳治疗反应。我们纳入31例SJS/TEN患者,接受标准皮质类固醇(n = 9)、脉冲皮质类固醇(n = 11)、静脉注射免疫球蛋白(n = 4)、血浆置换(n = 6)和支持治疗(n = 1)。结果:基线时高颗粒蛋白(≥1.6 ng/ml)和可溶性Fas配体(≥2540 pg/ml)水平是标准皮质类固醇治疗失败的有力预测因子。我们发现,标准皮质类固醇治疗不仅抑制Th1细胞因子,而且抑制单核细胞源性细胞因子的患者表现出适当的治疗反应。虽然脉冲皮质类固醇与标准皮质类固醇在细胞因子方面具有基本相似的作用,但脉冲皮质类固醇更有效地减少单核细胞源性细胞因子。与标准皮质类固醇和其他免疫抑制剂相比,静脉注射免疫球蛋白更有效地抑制干扰素-γ和白细胞介素(IL)-12p40的产生。在接受血浆置换治疗的SJS/TEN患者中特异性检测到粒细胞集落刺激因子和IL-10的显著降低以及IL-12的显著升高。结论:我们可以通过检查治疗前后与治疗相关的细胞因子谱,为标准皮质类固醇治疗失败的个体患者选择最合适的治疗方案。我们提出了一种治疗算法,可以作为定制治疗选择的决策工具。
{"title":"Cytokine profile-guided management of Stevens-Johnson syndrome and toxic epidermal necrolysis (SJS/TEN): A management algorithm useful for guiding the selection of treatment options.","authors":"Yoshiko Mizukawa, Tetsuo Shiohara","doi":"10.1016/j.alit.2025.09.005","DOIUrl":"https://doi.org/10.1016/j.alit.2025.09.005","url":null,"abstract":"<p><strong>Background: </strong>Because different immunosuppressive therapies have their own characteristic properties to inhibit/enhance the production of various cytokines in Stevens-Johnson syndrome/toxic epidermal necrolysis (SJS/TEN), cytokine profile dynamics could be used to predict and monitor the therapeutic response across different treatments, when assessed at baseline and following therapy.</p><p><strong>Methods: </strong>This retrospective analysis was performed to assess how changes in cytokine profiles available in clinics contributed to an optimal therapeutic response in SJS/TEN patients. We included 31 patients with SJS/TEN, treated with standard corticosteroids (n = 9), pulse corticosteroids (n = 11), intravenous immunoglobulins (n = 4), plasmapheresis (n = 6), and supportive therapy (n = 1).</p><p><strong>Results: </strong>High granulysin (≥ 1.6 ng/ml) and soluble Fas ligand (≥ 2540 pg/ml) levels at baseline were strong predictors for the failure of standard corticosteroid therapy. We found that standard corticosteroid treatment inhibited not only Th1 cytokines but also monocyte-derived cytokines in patients exhibiting an adequate treatment response. Although pulse corticosteroids have a fundamentally similar effect as standard corticosteroids on cytokine profiles, pulse corticosteroids more efficiently reduced monocyte-derived cytokines. Intravenous immunoglobulins suppressed interferon-γ and interleukin (IL)-12p40 production more efficiently compared with standard corticosteroids and other immunosuppressive agents. A profound decrease in granulocyte colony-stimulating factor and IL-10 associated with a marked increase in IL-12 was specifically detected in SJS/TEN patients treated with plasmapheresis.</p><p><strong>Conclusions: </strong>We can select the most appropriate treatment option for individual patients following the failure of standard corticosteroids by examining treatment-relevant cytokine profiles before and after treatment. We propose a treatment algorithm that can serve as a decision-making tool for tailored therapy selection.</p>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":" ","pages":""},"PeriodicalIF":6.7,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145497254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
ICOS signaling is involved in the development of allergic rhinitis by regulating the differentiation of T cells, especially Th2 cells. ICOS信号通过调节T细胞特别是Th2细胞的分化参与变应性鼻炎的发生。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-11-08 DOI: 10.1016/j.alit.2025.10.003
Zhi Xiao, Mengzhe Cheng, Qian Gao, Yafeng Yu, Qingqing Jiao

Background: Inducible co-stimulator (ICOS) regulates the proliferation and differentiation of a variety of T cells. It is considered to be a potential immunotherapy target and marker for many diseases. Its dual role is worthy of further study in allergic rhinitis (AR).

Methods: We quantified ICOS-expressing T helper (Th) cells and changes in the proportions of Th1/Th2/Th9/Th17/follicular helper T (Tfh) and regulatory T cells (Treg) in the peripheral blood of patients with AR and in healthy controls (HC). All participants completed the Total Nasal Symptom Scores (TNSS) questionnaire. Ten patients with AR who underwent subcutaneous immunotherapy (SCIT) were followed for 6, 12, 24 and 36 months after treatment. In functional experiments, peripheral blood from ten dust mite-sensitized AR patients was analyzed for key T-cell subsets and ICOS expression under different stimulation conditions.

Results: The patients with AR showed higher levels of Th2, Th9, Th17 and Tfh compared with HCs, while the levels of Th1 and Treg were lower. However, ICOS expression on these T-cell subsets was elevated. TNSS correlated positively with Th2 and ICOS-expressing Th2. TNSS and ICOS-expressing Th2 decreased significantly with the passage of SCIT time. Functional assays showed that ICOS/ICOS ligand (L) stimulation increased the level of Th2, while phosphatidyl inositol-3 kinase (PI3K)-Akt-mammalian target of rapamycin (mTOR) inhibition reduced Th2 levels.

Conclusions: Our findings demonstrate that ICOS expression and effects are linked to the differentiation of T cells in AR, especially Th2 cells, which suggests ICOS-expressing Th2 cells as a potential therapeutic target for AR.

背景:诱导共刺激因子(ICOS)调节多种T细胞的增殖和分化。它被认为是许多疾病的潜在免疫治疗靶点和标记物。其在变应性鼻炎(AR)中的双重作用值得进一步研究。方法:定量观察AR患者和健康对照(HC)外周血中表达icos的辅助性T细胞(Th)及Th1/Th2/Th9/Th17/滤泡性辅助性T细胞(Tfh)和调节性T细胞(Treg)比例的变化。所有参与者都完成了鼻腔症状总分(TNSS)问卷调查。10例AR患者接受皮下免疫治疗(SCIT),治疗后随访6、12、24和36个月。在功能实验中,我们分析了10例尘螨致敏AR患者外周血在不同刺激条件下的关键t细胞亚群和ICOS表达。结果:AR患者Th2、Th9、Th17、Tfh水平高于hcc患者,Th1、Treg水平低于hcc患者。然而,ICOS在这些t细胞亚群上的表达升高。TNSS与Th2和表达Th2的icos呈正相关。随着SCIT时间的延长,表达Th2的TNSS和icos显著降低。功能分析显示,ICOS/ICOS配体(L)刺激使Th2水平升高,而磷脂酰肌醇-3激酶(PI3K)- akt -哺乳动物雷帕霉素靶点(mTOR)抑制使Th2水平降低。结论:我们的研究结果表明,ICOS的表达和作用与AR中T细胞的分化有关,特别是Th2细胞,这表明表达ICOS的Th2细胞是AR的潜在治疗靶点。
{"title":"ICOS signaling is involved in the development of allergic rhinitis by regulating the differentiation of T cells, especially Th2 cells.","authors":"Zhi Xiao, Mengzhe Cheng, Qian Gao, Yafeng Yu, Qingqing Jiao","doi":"10.1016/j.alit.2025.10.003","DOIUrl":"https://doi.org/10.1016/j.alit.2025.10.003","url":null,"abstract":"<p><strong>Background: </strong>Inducible co-stimulator (ICOS) regulates the proliferation and differentiation of a variety of T cells. It is considered to be a potential immunotherapy target and marker for many diseases. Its dual role is worthy of further study in allergic rhinitis (AR).</p><p><strong>Methods: </strong>We quantified ICOS-expressing T helper (Th) cells and changes in the proportions of Th1/Th2/Th9/Th17/follicular helper T (Tfh) and regulatory T cells (Treg) in the peripheral blood of patients with AR and in healthy controls (HC). All participants completed the Total Nasal Symptom Scores (TNSS) questionnaire. Ten patients with AR who underwent subcutaneous immunotherapy (SCIT) were followed for 6, 12, 24 and 36 months after treatment. In functional experiments, peripheral blood from ten dust mite-sensitized AR patients was analyzed for key T-cell subsets and ICOS expression under different stimulation conditions.</p><p><strong>Results: </strong>The patients with AR showed higher levels of Th2, Th9, Th17 and Tfh compared with HCs, while the levels of Th1 and Treg were lower. However, ICOS expression on these T-cell subsets was elevated. TNSS correlated positively with Th2 and ICOS-expressing Th2. TNSS and ICOS-expressing Th2 decreased significantly with the passage of SCIT time. Functional assays showed that ICOS/ICOS ligand (L) stimulation increased the level of Th2, while phosphatidyl inositol-3 kinase (PI3K)-Akt-mammalian target of rapamycin (mTOR) inhibition reduced Th2 levels.</p><p><strong>Conclusions: </strong>Our findings demonstrate that ICOS expression and effects are linked to the differentiation of T cells in AR, especially Th2 cells, which suggests ICOS-expressing Th2 cells as a potential therapeutic target for AR.</p>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":" ","pages":""},"PeriodicalIF":6.7,"publicationDate":"2025-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145483562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Undressing DReSS as p-i mediated disease. DReSS作为p-i介导的疾病。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-10-15 DOI: 10.1016/j.alit.2025.08.003
Werner J Pichler, Lester Thoo, Daniel Yerly, Tim Peyer, Oliver Hausmann, Yannick Muller, Marianne Lerch, Lukas Joerg, Thomas Harr, Katja Martin

Drug Reaction with Eosinophilia and Systemic Symptoms (DReSS) is a severe T cell-mediated hypersensitivity reaction. T cells in DReSS are stimulated via the p-i mechanism (pharmacological interaction with immune receptors), where the drug shows an off-target binding to immune receptors (TCR and/or HLA) leading to an unorthodox activation of T cells. P-i stimulations are particularly strong in DReSS, as the causative drugs are typically administered at high doses for prolonged durations (>7 days) and bind with relatively high affinity to a specific HLA allele and/or TCR. This mechanism results in delayed yet profound immune activation, progressing through four distinct phases. The p-i concept provides a unifying explanation for many puzzling aspects of DReSS and has significant implications for diagnosis, management, and prevention. Recognizing drug concentration, therapy duration, and HLA affinity as key determinants of strong p-i-mediated immune activation can improve risk assessment, early diagnosis, and intervention strategies for DReSS.

嗜酸性粒细胞增多和全身症状的药物反应(DReSS)是一种严重的T细胞介导的超敏反应。DReSS中的T细胞通过p-i机制(与免疫受体的药理学相互作用)受到刺激,其中药物与免疫受体(TCR和/或HLA)脱靶结合,导致T细胞的非正统激活。P-i刺激在DReSS中尤其强烈,因为致病性药物通常以高剂量给药,持续时间较长(约7天),并且与特定HLA等位基因和/或TCR结合的亲和力相对较高。这种机制导致延迟但深刻的免疫激活,通过四个不同的阶段进展。p-i概念为DReSS的许多令人困惑的方面提供了统一的解释,并对诊断、管理和预防具有重要意义。认识到药物浓度、治疗时间和HLA亲和力是强p-i介导的免疫激活的关键决定因素,可以改善DReSS的风险评估、早期诊断和干预策略。
{"title":"Undressing DReSS as p-i mediated disease.","authors":"Werner J Pichler, Lester Thoo, Daniel Yerly, Tim Peyer, Oliver Hausmann, Yannick Muller, Marianne Lerch, Lukas Joerg, Thomas Harr, Katja Martin","doi":"10.1016/j.alit.2025.08.003","DOIUrl":"https://doi.org/10.1016/j.alit.2025.08.003","url":null,"abstract":"<p><p>Drug Reaction with Eosinophilia and Systemic Symptoms (DReSS) is a severe T cell-mediated hypersensitivity reaction. T cells in DReSS are stimulated via the p-i mechanism (pharmacological interaction with immune receptors), where the drug shows an off-target binding to immune receptors (TCR and/or HLA) leading to an unorthodox activation of T cells. P-i stimulations are particularly strong in DReSS, as the causative drugs are typically administered at high doses for prolonged durations (>7 days) and bind with relatively high affinity to a specific HLA allele and/or TCR. This mechanism results in delayed yet profound immune activation, progressing through four distinct phases. The p-i concept provides a unifying explanation for many puzzling aspects of DReSS and has significant implications for diagnosis, management, and prevention. Recognizing drug concentration, therapy duration, and HLA affinity as key determinants of strong p-i-mediated immune activation can improve risk assessment, early diagnosis, and intervention strategies for DReSS.</p>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":" ","pages":""},"PeriodicalIF":6.7,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145309667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 Cyto-LTT: A multiplex cytokine assay to detect and assess the strength of T cell reactivity in drug hypersensitivity. 细胞- ltt:一种多重细胞因子试验,用于检测和评估药物超敏反应中T细胞反应的强度。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-10-14 DOI: 10.1016/j.alit.2025.09.004
Tim Peyer, Lester Thoo, Daniel Yerly, Oliver Hausmann, Lukas Joerg, Werner J Pichler

Background: The conventional in vitro lymphocyte transformation test (LTT) for diagnosing drug hypersensitivity reactions (DHRs) is limited by low sensitivity. To improve detection and assess T cell activation strength, we adapted this test to a cytokine-based assay (Cyto-LTT) by measuring IL-5, IL-13, IFN-γ, granzyme B and granulysin secretion.

Methods: We retrospectively analyzed 851 positive Cyto-LTT results (from a total 6058 Cyto-LTT) from a Swiss drug hypersensitivity diagnostic laboratory's database, including 97 patients with Drug Rash with Eosinophilia and Systemic Symptoms (DReSS) and 754 patients with exanthems, including urticarial, maculo- and maculopapular-rash. Cytokine responses measured across three drug concentrations of amoxicillin (n = 734), aromatic sulfonamides (n = 81), or vancomycin (n = 36) were evaluated for dose-dependency and the correlation to the clinical manifestations. A grading system defined strong responses as cytokine stimulation indices (SI) above the 75th percentile (per cytokine) in the exanthem group which served as a comparator for the DReSS cases.

Results: Cytokine responses increased dose-dependently. DReSS cases exhibited significantly stronger cytokine secretions compared to exanthem cases (p < 0.001), with strong responses observed in 62.9 % of DReSS patients versus 33.6 % of exanthem cases.

Conclusions: Cyto-LTT reveals dose-dependent T cell activation in delayed drug hypersensitivity reactions, challenging the notion that drug allergic reactions are dose-independent. The assay not only identifies the culprit drug but also quantifies immune activation strength. Stronger responses were more frequent in DReSS, suggesting the test may also inform risk assessment-particularly in guiding caution with structurally related compounds or in patients at risk for severe or recurrent reactions.

背景:常规的体外淋巴细胞转化试验(LTT)诊断药物超敏反应(DHRs)存在敏感性低的局限性。为了提高检测和评估T细胞活化强度,我们将该测试调整为基于细胞因子的检测(cell - ltt),通过测量IL-5、IL-13、IFN-γ、颗粒酶B和颗粒素分泌。方法:我们回顾性分析了来自瑞士药物过敏诊断实验室数据库的851例细胞- ltt阳性结果(来自总共6058例细胞- ltt),其中包括97例伴有嗜酸性粒细胞增多和全身症状(DReSS)的药物性皮疹患者和754例有湿疹的患者,包括荨麻疹、斑疹和斑疹丘疹。在阿莫西林(n = 734)、芳香磺胺(n = 81)和万古霉素(n = 36)三种药物浓度下测量细胞因子反应,评估其剂量依赖性和与临床表现的相关性。评分系统将强反应定义为exanthem组细胞因子刺激指数(SI)高于第75百分位数(每个细胞因子),作为DReSS病例的比较指标。结果:细胞因子反应呈剂量依赖性增加。与exanthem患者相比,DReSS患者表现出明显更强的细胞因子分泌(p < 0.001), 62.9%的DReSS患者和33.6%的exanthem患者观察到强烈的反应。结论:细胞- ltt揭示了延迟性药物超敏反应中剂量依赖的T细胞激活,挑战了药物过敏反应与剂量无关的观点。该方法不仅可以识别出致病药物,还可以量化免疫激活强度。DReSS患者的反应更强烈,这表明该测试也可以为风险评估提供信息,特别是在指导使用结构相关化合物或有严重或复发反应风险的患者时。
{"title":"The Cyto-LTT: A multiplex cytokine assay to detect and assess the strength of T cell reactivity in drug hypersensitivity.","authors":"Tim Peyer, Lester Thoo, Daniel Yerly, Oliver Hausmann, Lukas Joerg, Werner J Pichler","doi":"10.1016/j.alit.2025.09.004","DOIUrl":"https://doi.org/10.1016/j.alit.2025.09.004","url":null,"abstract":"<p><strong>Background: </strong>The conventional in vitro lymphocyte transformation test (LTT) for diagnosing drug hypersensitivity reactions (DHRs) is limited by low sensitivity. To improve detection and assess T cell activation strength, we adapted this test to a cytokine-based assay (Cyto-LTT) by measuring IL-5, IL-13, IFN-γ, granzyme B and granulysin secretion.</p><p><strong>Methods: </strong>We retrospectively analyzed 851 positive Cyto-LTT results (from a total 6058 Cyto-LTT) from a Swiss drug hypersensitivity diagnostic laboratory's database, including 97 patients with Drug Rash with Eosinophilia and Systemic Symptoms (DReSS) and 754 patients with exanthems, including urticarial, maculo- and maculopapular-rash. Cytokine responses measured across three drug concentrations of amoxicillin (n = 734), aromatic sulfonamides (n = 81), or vancomycin (n = 36) were evaluated for dose-dependency and the correlation to the clinical manifestations. A grading system defined strong responses as cytokine stimulation indices (SI) above the 75th percentile (per cytokine) in the exanthem group which served as a comparator for the DReSS cases.</p><p><strong>Results: </strong>Cytokine responses increased dose-dependently. DReSS cases exhibited significantly stronger cytokine secretions compared to exanthem cases (p < 0.001), with strong responses observed in 62.9 % of DReSS patients versus 33.6 % of exanthem cases.</p><p><strong>Conclusions: </strong>Cyto-LTT reveals dose-dependent T cell activation in delayed drug hypersensitivity reactions, challenging the notion that drug allergic reactions are dose-independent. The assay not only identifies the culprit drug but also quantifies immune activation strength. Stronger responses were more frequent in DReSS, suggesting the test may also inform risk assessment-particularly in guiding caution with structurally related compounds or in patients at risk for severe or recurrent reactions.</p>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":" ","pages":""},"PeriodicalIF":6.7,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145303979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
YTHDF1 regulates the proliferation and differentiation of keratinocytes via the PI3K/AKT signaling pathway in atopic dermatitis 在特应性皮炎中,YTHDF1通过PI3K/AKT信号通路调控角质形成细胞的增殖和分化。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-10-01 DOI: 10.1016/j.alit.2025.04.005
Maoxin Huang , Liping Dong , Yue He , Xinying Cai , Yun Lu , Jinlei Xu , Fengli Xiao

Background

YTHDF1, a critical regulator of cellular processes, has attracted attention for its involvement in some inflammatory diseases. However, its specific association with atopic dermatitis (AD) remains unclear. The objective is to investigate the functional roles and underlying mechanisms of YTHDF1 in AD.

Methods

The expression of YTHDF1 was investigated by bioinformatics analysis and skin lesions of AD patients. The functional role and upstream and downstream regulatory mechanisms of YTHDF1 were examined through a series of in vitro and in vivo experiments. Adeno-associated virus (AAV)-mediated delivery of YTHDF1 in the AD mouse model was evaluated for its therapeutic potential.

Results

Bioinformatics analysis revealed that the YTHDF1 mRNA level in the skin lesions of AD was significantly higher than that in healthy people. YTHDF1 expression was significantly elevated in AD skin lesions, the DNCB-induced AD mouse model, and primary human keratinocytes and HaCaT cells stimulated with interleukin (IL)-4/IL-13, compared to controls. Both in vitro and in vivo experiments revealed that upregulation of YTHDF1 in AD exacerbated cell proliferation and inhibited keratinization by activating the PI3K/AKT pathway, which was modulated via the IL-4/IL-13/STAT3 axis. Moreover, topical application of AAV-YTHDF1 significantly improved AD-like lesions in the mouse model.

Conclusions

This study identifies YTHDF1 as a contributor to AD pathogenesis by influencing keratinocyte proliferation and differentiation. It also suggests that YTHDF1 could be a potential therapeutic target for AD treatment.
背景:YTHDF1是细胞过程的关键调节因子,因其参与一些炎症性疾病而受到关注。然而,其与特应性皮炎(AD)的具体关系尚不清楚。目的是研究YTHDF1在AD中的功能作用和潜在机制。方法:通过生物信息学分析和AD患者皮肤病变情况研究YTHDF1的表达。通过一系列体外和体内实验,研究了YTHDF1的功能作用和上下游调控机制。腺相关病毒(AAV)介导的YTHDF1在AD小鼠模型中的传递被评估其治疗潜力。结果:生物信息学分析显示,AD皮损组织中YTHDF1 mRNA水平明显高于健康人。与对照组相比,YTHDF1在AD皮损、dncb诱导的AD小鼠模型以及白细胞介素(IL)-4/IL-13刺激的人原代角质形成细胞和HaCaT细胞中的表达显著升高。体外和体内实验均表明,在AD中上调YTHDF1可通过激活PI3K/AKT通路(通过IL-4/IL-13/STAT3轴调节),从而加剧细胞增殖并抑制角化。此外,局部应用AAV-YTHDF1可显著改善小鼠模型ad样病变。结论:本研究确定YTHDF1通过影响角质细胞增殖和分化参与AD的发病机制。这也表明YTHDF1可能是阿尔茨海默病治疗的潜在治疗靶点。
{"title":"YTHDF1 regulates the proliferation and differentiation of keratinocytes via the PI3K/AKT signaling pathway in atopic dermatitis","authors":"Maoxin Huang ,&nbsp;Liping Dong ,&nbsp;Yue He ,&nbsp;Xinying Cai ,&nbsp;Yun Lu ,&nbsp;Jinlei Xu ,&nbsp;Fengli Xiao","doi":"10.1016/j.alit.2025.04.005","DOIUrl":"10.1016/j.alit.2025.04.005","url":null,"abstract":"<div><h3>Background</h3><div>YTHDF1, a critical regulator of cellular processes, has attracted attention for its involvement in some inflammatory diseases. However, its specific association with atopic dermatitis (AD) remains unclear. The objective is to investigate the functional roles and underlying mechanisms of YTHDF1 in AD.</div></div><div><h3>Methods</h3><div>The expression of YTHDF1 was investigated by bioinformatics analysis and skin lesions of AD patients. The functional role and upstream and downstream regulatory mechanisms of YTHDF1 were examined through a series of <em>in vitro</em> and <em>in vivo</em> experiments. Adeno-associated virus (AAV)-mediated delivery of YTHDF1 in the AD mouse model was evaluated for its therapeutic potential.</div></div><div><h3>Results</h3><div>Bioinformatics analysis revealed that the <em>YTHDF1</em> mRNA level in the skin lesions of AD was significantly higher than that in healthy people. YTHDF1 expression was significantly elevated in AD skin lesions, the DNCB-induced AD mouse model, and primary human keratinocytes and HaCaT cells stimulated with interleukin (IL)-4/IL-13, compared to controls. Both <em>in vitro</em> and <em>in vivo</em> experiments revealed that upregulation of YTHDF1 in AD exacerbated cell proliferation and inhibited keratinization by activating the PI3K/AKT pathway, which was modulated via the IL-4/IL-13/STAT3 axis. Moreover, topical application of AAV-YTHDF1 significantly improved AD-like lesions in the mouse model.</div></div><div><h3>Conclusions</h3><div>This study identifies YTHDF1 as a contributor to AD pathogenesis by influencing keratinocyte proliferation and differentiation. It also suggests that YTHDF1 could be a potential therapeutic target for AD treatment.</div></div>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":"74 4","pages":"Pages 591-604"},"PeriodicalIF":6.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144250394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Factors associated with egg aversion after a negative oral food challenge result in children with egg allergies: A multicenter questionnaire survey in Japan 在日本进行的一项多中心问卷调查显示,在负面的口腔食物挑战后,与鸡蛋厌恶相关的因素导致了儿童鸡蛋过敏。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-10-01 DOI: 10.1016/j.alit.2025.05.005
Naoko Fusayasu , Tomoyuki Asaumi , Ken-Ichi Nagakura , Kyohei Takahashi , Noriyuki Yanagida , Sakura Sato , Shigehito Emura , Akiko Murano , Hisashi Konno , Yasuko Shibukawa , Makoto Suzuki , Motohiro Ebisawa

Background

Many children with egg allergies experience aversion, which hinders reintroduction after a negative oral food challenge (OFC). We aimed to assess factors associated with egg aversion in children after negative egg OFCs.

Methods

We conducted a multicenter questionnaire survey between January and December 2018 and retrospectively collected background data from the medical records. Children aged 3–18 years with a history of an immediate reaction to eggs more than 6 months after a negative OFC to half of a heated whole egg were included. We defined “aversion” as a dislike of eating eggs or processed egg products.

Results

We included 140 children (median age: 6.7 years) who passed OFCs at the median age of 3.3 years and had a median specific-IgE (sIgE) to egg white of 10.0 kUA/L. Overall, 57 (41 %) children had an egg aversion. “Disliking the food texture or taste” (61 %) was the most frequent reason for an aversion. The associated factor in the multivariate analysis was older age during a negative OFC (adjusted odds ratio: 1.24, 95 % confidence interval: 1.04–1.49). The aversion frequency depended on the type of cooking methods, where 68 % had an aversion to boiled egg whites, and less than 5 % had an aversion to egg-containing deep-fried chicken.

Conclusions

About half of the children after negative OFC had an egg aversion, and it was associated with older age during negative OFC. Careful follow-up and guidance with consideration of less aversive cooking methods are important in older age groups.
背景:许多有鸡蛋过敏的儿童经历厌恶,这阻碍了口服食物挑战(OFC)后的重新引入。我们的目的是评估卵子OFCs阴性后儿童厌恶鸡蛋的相关因素。方法:于2018年1月至12月进行多中心问卷调查,回顾性收集病历背景资料。研究对象为3-18岁的儿童,在对半个加热的全蛋的OFC呈阴性反应超过6个月后,对鸡蛋有立即反应史。我们将“厌恶”定义为不喜欢吃鸡蛋或加工过的蛋制品。结果:我们纳入了140名儿童(中位年龄:6.7岁),他们在中位年龄3.3岁时通过OFCs,中位蛋白特异性ige (sIgE)为10.0 kUA/L。总体而言,57名(41%)儿童厌恶鸡蛋。“不喜欢食物的质地或味道”(61%)是最常见的厌恶原因。多变量分析中的相关因素是OFC阴性时的年龄较大(校正优势比:1.24,95%可信区间:1.04-1.49)。厌恶的频率取决于烹饪方法的类型,其中68%的人讨厌煮蛋清,不到5%的人讨厌含鸡蛋的炸鸡。结论:OFC阴性后约有一半的儿童厌恶鸡蛋,并且与OFC阴性期间的年龄有关。仔细的后续行动和指导,考虑较少令人厌恶的烹饪方法,对老年群体很重要。
{"title":"Factors associated with egg aversion after a negative oral food challenge result in children with egg allergies: A multicenter questionnaire survey in Japan","authors":"Naoko Fusayasu ,&nbsp;Tomoyuki Asaumi ,&nbsp;Ken-Ichi Nagakura ,&nbsp;Kyohei Takahashi ,&nbsp;Noriyuki Yanagida ,&nbsp;Sakura Sato ,&nbsp;Shigehito Emura ,&nbsp;Akiko Murano ,&nbsp;Hisashi Konno ,&nbsp;Yasuko Shibukawa ,&nbsp;Makoto Suzuki ,&nbsp;Motohiro Ebisawa","doi":"10.1016/j.alit.2025.05.005","DOIUrl":"10.1016/j.alit.2025.05.005","url":null,"abstract":"<div><h3>Background</h3><div>Many children with egg allergies experience aversion, which hinders reintroduction after a negative oral food challenge (OFC). We aimed to assess factors associated with egg aversion in children after negative egg OFCs.</div></div><div><h3>Methods</h3><div>We conducted a multicenter questionnaire survey between January and December 2018 and retrospectively collected background data from the medical records. Children aged 3–18 years with a history of an immediate reaction to eggs more than 6 months after a negative OFC to half of a heated whole egg were included. We defined “aversion” as a dislike of eating eggs or processed egg products.</div></div><div><h3>Results</h3><div>We included 140 children (median age: 6.7 years) who passed OFCs at the median age of 3.3 years and had a median specific-IgE (sIgE) to egg white of 10.0 kU<sub>A</sub>/L. Overall, 57 (41 %) children had an egg aversion. “Disliking the food texture or taste” (61 %) was the most frequent reason for an aversion. The associated factor in the multivariate analysis was older age during a negative OFC (adjusted odds ratio: 1.24, 95 % confidence interval: 1.04–1.49). The aversion frequency depended on the type of cooking methods, where 68 % had an aversion to boiled egg whites, and less than 5 % had an aversion to egg-containing deep-fried chicken.</div></div><div><h3>Conclusions</h3><div>About half of the children after negative OFC had an egg aversion, and it was associated with older age during negative OFC. Careful follow-up and guidance with consideration of less aversive cooking methods are important in older age groups.</div></div>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":"74 4","pages":"Pages 616-621"},"PeriodicalIF":6.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144295166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Black-box optimization in immunology and beyond: A practical guide to algorithms and future directions 黑箱优化在免疫学和超越:算法和未来方向的实用指南。
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-10-01 DOI: 10.1016/j.alit.2025.08.006
Takanori Kawabata , Taku Tsuzuki , Tsuyoshi Tatsukawa , Kota Matsui , Eiryo Kawakami
The immune system presents some of the most complex challenges in biology, encompassing nonlinear interactions, high-dimensional regulatory mechanisms, and substantial variability across individuals and contexts. As a result, traditional model-driven approaches often fall short in optimizing experimental conditions or therapeutic strategies. Black-box optimization methods—particularly Bayesian optimization (BO) and evolutionary algorithms (EAs)—offer powerful tools for guiding biological discovery when mechanistic understanding is incomplete or intractable. These algorithms iteratively propose informative experiments by learning from noisy, expensive, and sparse data, enabling efficient exploration of vast experimental spaces. In this review, we provide a comprehensive overview of black-box optimization methodologies and their applications in life science, with a particular focus on immunology and allergy research. We detail how black-box optimization is transforming various stages of biomedical R&D, from molecular design (e.g., antibodies, peptides) and gene circuit tuning to culture protocol optimization and patient-specific dose adjustment. We highlight key algorithmic advances, including constrained, multi-objective, parallel and high-dimensional BO, as well as recent developments such as grey-box optimization and transfer learning. Practical considerations, such as software tools and reproducibility-enhancing checklists, are also discussed. By integrating black-box optimization with automated experimentation platforms and high-throughput biological systems, researchers can accelerate discovery, personalize interventions, and systematically optimize complex immunological processes. We argue that black-box optimization will become a foundational component of experimental design and decision-making in the life sciences, bridging computational strategies with biological insight in increasingly adaptive and interpretable ways.
免疫系统是生物学中一些最复杂的挑战,包括非线性相互作用,高维调节机制,以及个体和环境之间的巨大差异。因此,传统的模型驱动方法在优化实验条件或治疗策略方面往往存在不足。黑箱优化方法——尤其是贝叶斯优化(BO)和进化算法(ea)——在机制理解不完整或难以理解的情况下,为指导生物发现提供了强大的工具。这些算法通过从嘈杂、昂贵和稀疏的数据中学习,迭代地提出信息丰富的实验,从而能够有效地探索广阔的实验空间。本文综述了黑盒优化方法及其在生命科学中的应用,重点介绍了免疫学和过敏症研究。我们详细介绍了黑盒优化如何改变生物医学研发的各个阶段,从分子设计(例如,抗体,肽)和基因电路调整到培养方案优化和患者特异性剂量调整。我们强调了关键的算法进展,包括约束、多目标、并行和高维BO,以及最近的发展,如灰盒优化和迁移学习。还讨论了实际考虑因素,例如软件工具和增强再现性的检查表。通过将黑盒优化与自动化实验平台和高通量生物系统集成,研究人员可以加速发现,个性化干预,并系统地优化复杂的免疫过程。我们认为,黑箱优化将成为生命科学实验设计和决策的基础组成部分,以越来越适应和可解释的方式将计算策略与生物洞察力联系起来。
{"title":"Black-box optimization in immunology and beyond: A practical guide to algorithms and future directions","authors":"Takanori Kawabata ,&nbsp;Taku Tsuzuki ,&nbsp;Tsuyoshi Tatsukawa ,&nbsp;Kota Matsui ,&nbsp;Eiryo Kawakami","doi":"10.1016/j.alit.2025.08.006","DOIUrl":"10.1016/j.alit.2025.08.006","url":null,"abstract":"<div><div>The immune system presents some of the most complex challenges in biology, encompassing nonlinear interactions, high-dimensional regulatory mechanisms, and substantial variability across individuals and contexts. As a result, traditional model-driven approaches often fall short in optimizing experimental conditions or therapeutic strategies. Black-box optimization methods—particularly Bayesian optimization (BO) and evolutionary algorithms (EAs)—offer powerful tools for guiding biological discovery when mechanistic understanding is incomplete or intractable. These algorithms iteratively propose informative experiments by learning from noisy, expensive, and sparse data, enabling efficient exploration of vast experimental spaces. In this review, we provide a comprehensive overview of black-box optimization methodologies and their applications in life science, with a particular focus on immunology and allergy research. We detail how black-box optimization is transforming various stages of biomedical R&amp;D, from molecular design (e.g., antibodies, peptides) and gene circuit tuning to culture protocol optimization and patient-specific dose adjustment. We highlight key algorithmic advances, including constrained, multi-objective, parallel and high-dimensional BO, as well as recent developments such as grey-box optimization and transfer learning. Practical considerations, such as software tools and reproducibility-enhancing checklists, are also discussed. By integrating black-box optimization with automated experimentation platforms and high-throughput biological systems, researchers can accelerate discovery, personalize interventions, and systematically optimize complex immunological processes. We argue that black-box optimization will become a foundational component of experimental design and decision-making in the life sciences, bridging computational strategies with biological insight in increasingly adaptive and interpretable ways.</div></div>","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":"74 4","pages":"Pages 549-562"},"PeriodicalIF":6.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Artificial intelligence and big data: Reshaping allergy research and patient care 人工智能和大数据:重塑过敏研究和患者护理
IF 6.7 2区 医学 Q1 ALLERGY Pub Date : 2025-10-01 DOI: 10.1016/j.alit.2025.09.001
Eiryo Kawakami (Guest Editor, Allergology International)
{"title":"Artificial intelligence and big data: Reshaping allergy research and patient care","authors":"Eiryo Kawakami (Guest Editor, Allergology International)","doi":"10.1016/j.alit.2025.09.001","DOIUrl":"10.1016/j.alit.2025.09.001","url":null,"abstract":"","PeriodicalId":48861,"journal":{"name":"Allergology International","volume":"74 4","pages":"Pages 497-498"},"PeriodicalIF":6.7,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145236463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
期刊
Allergology International
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1