Hand-Foot Syndrome

手足综合征
  • 文章类型: Journal Article
    目的:甲磺酸乐伐替尼(LEN)是一种口服酪氨酸激酶抑制剂,用于治疗各种癌症,包括肝细胞癌(HCC)。用LEN治疗HCC与非常高的不良事件发生率相关。本研究旨在通过分析LEN治疗的HCC患者的临床实验室数据,调查LEN诱导的掌侧种植红质感觉综合征(PPES)的发生率及其与患者人口统计学的关系。
    方法:这是一个单中心,2018年4月19日至2020年9月30日期间接受LEN治疗的HCC患者的回顾性研究.观察期为LEN给药前1周至给药结束后1个月。
    结果:总体而言,纳入75例HCC患者。LEN诱导的PPES占48.0%(36/75例)。在这些患者中,碱性磷酸酶(ALP),γ-谷氨酰转肽酶(γ-GTP)和单核细胞(MONO)显着升高(ALP:p=1.32×10-3,γ-GTP:p=4.25×10-3和MONO:p=0.013)。ALP的截止值,LEN诱导的PPES的γ-GTP和MONO估计为573U/L,89U/L,和310计数/μL,分别。在多变量分析中,γ-GTP和MONO是LEN诱导PPES的独立危险因素。
    结论:高γ-GTP和高MONO是LEN诱导的PPES的危险因素。
    OBJECTIVE: Lenvatinib mesylate (LEN) is an oral tyrosine kinase inhibitor used to treat various cancers, including hepatocellular carcinoma (HCC). HCC treatment with LEN is associated with a very high incidence of adverse events. This study was aimed at investigating the incidence of LEN-induced palmar-planter erythrodysesthesia syndrome (PPES) and its relationship with patient demographics by analyzing clinical laboratory data of LEN-treated patients with HCC.
    METHODS: This was a single-centre, retrospective study of patients with HCC who received LEN between April 19, 2018, and September 30, 2020. The observation period was from 1 week before the start of LEN administration to 1 month after the end of administration.
    RESULTS: Overall, 75 patients with HCC were enrolled. LEN-induced PPES was found in 48.0% (36/75 patients). In these patients, alkaline phosphatase (ALP), γ-Glutamyl transpeptidase (γ-GTP) and monocytes (MONO) were significantly high (ALP: p = 1.32 × 10-3, γ-GTP: p = 4.25 × 10-3 and MONO: p = 0.013). The cut off values of ALP, γ-GTP and MONO for LEN-induced PPES were estimated at 573 U/L, 89 U/L, and 310 counts/μL, respectively. In the multivariate analysis, γ-GTP and MONO were independent risk factors for LEN-induced PPES.
    CONCLUSIONS: High γ-GTP and high MONO were risk factors for LEN-induced PPES.
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  • 文章类型: Case Reports
    该病例突出了由于使用抗代谢药物组而导致的手足综合征的发生,卡培他滨,用于一名被诊断为直肠乙状结肠癌的56岁男性患者的化疗。患者于2个月前诊断为直肠乙状结肠癌,行腹腔镜下下段前切除术和结直肠吻合术。随后,患者开始联合使用奥沙利铂和卡培他滨进行化疗.病人在过去三天里向我们提出了大便松散的投诉,手掌变色,鞋底,舌头被记录并接受活检,揭示了与慢性,非特异性皮炎。卡培他滨对这种掌-足红肿感觉的发生尚待广泛研究。
    This case highlights the occurrence of hand-foot syndrome due to the use of an antimetabolite group of drugs, capecitabine, which was used in the chemotherapy of a 56-year-old male patient who was diagnosed with rectosigmoid carcinoma. The patient was diagnosed with rectosigmoid carcinoma two months ago and underwent laparoscopic lower anterior resection and colorectal anastomosis. Subsequently, the patient commenced chemotherapy treatment with a combination of oxaliplatin and capecitabine. The patient presented to us with complaints of loose stools for the past three days, and discoloration of the palms, soles, and tongue was noted and subjected to a biopsy, which revealed features compatible with chronic, nonspecific dermatitis. The occurrence of such palmar-plantar erythrodysesthesia with capecitabine is yet to be extensively studied.
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  • 文章类型: Journal Article
    目的:本研究的目的是评估两种多激酶抑制剂治疗期间手足综合征(HFS)的临床影响,索拉非尼和乐伐替尼,在一大群晚期甲状腺癌患者中。此外,我们寻找HFS发生与临床和病理特征之间可能的关联.
    方法:我们回顾性评估了239例晚期甲状腺癌患者:165例接受lenvatinib治疗,74例接受索拉非尼治疗。进行统计分析以验证哪些特征可能与HFS发展相关。
    结果:在35/74(47.4%)和43/165(26.7%)接受索拉非尼或乐伐替尼治疗的患者中观察到HFS,分别。从药物开始和HFS出现的中位潜伏期为索拉非尼27天,乐伐替尼2.9个月。在16/35(45.7%)接受索拉非尼治疗的患者中观察到G3/G4毒性,仅在3/43(7%)接受乐伐替尼治疗的患者中观察到。使用索拉非尼和乐伐替尼治疗的19/74(25.7%)和3/165(1.8%)患者由于HFS需要减少药物剂量,分别。两组HFS的发生与治疗持续时间的延长显着相关。
    结论:在乐伐替尼和索拉非尼治疗期间,HFS是常见的不良事件,在索拉非尼治疗期间具有更高的频率和毒性等级。HFS是索拉非尼治疗患者减少或停药的最常见原因。HFS的早期诊断对于早期干预很重要。可能在多学科环境中,为了避免治疗中断,这与获得系统治疗的最大有效性高度相关。
    UNASSIGNED: The aim of this study was to assess the clinical impact of hand-foot syndrome (HFS) during treatment with two multikinase inhibitors, sorafenib and lenvatinib, in a large group of patients with advanced thyroid cancer. Moreover, we looked for possible associations between HFS occurrence and clinical and pathological features.
    UNASSIGNED: We retrospectively evaluated 239 patients with advanced thyroid cancer: 165 treated with lenvatinib and 74 with sorafenib. Statistical analyses were performed to verify which features could be correlated with HFS development.
    UNASSIGNED: HFS was observed in 35/74 (47.4%) and in 43/165 (26.7%) patients treated with sorafenib or lenvatinib, respectively. The median latency from the drug beginning and HFS appearance was 27 days for sorafenib and 2.9 months for lenvatinib. G3/G4 toxicity was observed in 16/35 (45.7%) patients treated with sorafenib and only in 3/43 (7%) treated with lenvatinib. Drug dose reduction due to HFS was required in 19/74 (25.7%) and 3/165 (1.8%) patients treated with sorafenib and lenvatinib, respectively. HFS occurrence was significantly associated with a longer duration of therapy in both groups.
    UNASSIGNED: HFS was a frequent adverse event during both lenvatinib and sorafenib therapy, with a higher frequency and toxicity grade during sorafenib treatment. HFS was the most frequent reason for drug reduction or discontinuation in patient treated with sorafenib. Early diagnosis of HFS is important to allow early intervention, possibly in a multidisciplinary setting, and to avoid treatment discontinuation, which is highly relevant to obtain the maximum effectiveness of systemic therapy.
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  • 文章类型: Journal Article
    手足综合征(HFS)是多西他赛的常见且需要治疗的不良反应。我们先前报道了全身性地塞米松(DEX)以剂量依赖性方式预防其他多西他赛诱导的不良炎症反应。本研究旨在评估全身DEX在降低接受多西他赛的乳腺癌患者的HFS中的剂量依赖性疗效。接受多西他赛(75mg/m2)方案的乳腺癌患者(n=111)分为4和8mg/天DEX组,在第2-4天给予每种DEX剂量,并进行回顾性分析。在所有治疗周期中,所有级别HFS的发展在8mg组(50.0%)明显低于4mg组(73.0%,P=0.03),与主要终点成就。此外,8mg组第一个周期的发展也低于4mg组。这些结果在倾向得分匹配的人群中得到证实。Logistic回归分析表明,较高的DEX剂量是独立的预防因素(所有周期的校正比值比为0.35;95%置信区间为0.14-0.86,P=0.02;第一个周期为0.26,0.11-0.63,P=0.003)。我们的研究表明,在现实世界中,全身性DEX以剂量依赖性方式预防多西他赛诱导的乳腺癌患者HFS的发生。
    Hand-foot syndrome (HFS) is a frequently occurring and treatment-requiring adverse effect of docetaxel. We previously reported that systemic dexamethasone (DEX) prevents the other docetaxel-induced adverse inflammatory effects in a dose-dependent manner. This study aimed to evaluate the dose-dependent efficacy of systemic DEX in attenuating HFS in patients with breast cancer receiving docetaxel. Patients with breast cancer receiving docetaxel (75 mg/m2)-containing regimens (n = 111) were divided into 4 and 8 mg/day DEX groups, with each DEX dose administered on days 2-4, and analyzed retrospectively. Development of all-grade HFS in all treatment cycles was significantly lower in the 8 mg group (50.0%) than in the 4 mg group (73.0%, P = 0.03), with primary endpoint accomplishment. Moreover, its development in the first cycle was also lower in the 8 mg group than in the 4 mg group. These results were confirmed in a propensity score-matched population. Logistic regression analysis suggested higher DEX dosage as an independent preventive factor (adjusted odds ratio 0.35; 95% confidence interval 0.14-0.86, P = 0.02 for all cycles; 0.26, 0.11-0.63, P = 0.003 for the first cycle). Our study suggests that systemic DEX prevents the occurrence of docetaxel-induced HFS in patients with breast cancer in a dose-dependent manner in a real-world setting.
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  • 文章类型: Case Reports
    子宫内膜癌是最常见的妇科肿瘤。lenvatinib和pembrolizumab的组合已显示出作为晚期EC的二线治疗的疗效,在无进展生存期(PFS)和总生存期方面具有显着的益处,但不良事件(AE)情况复杂.与治疗相关的AE可以代表对该组合的限制。这里,我们报道了一名38岁女性患者在其他地方诊断为IV期EC的病例,他的疾病在一线治疗后进展,并被转诊到马斯喀特的一个专门的癌症中心,阿曼,2021年。我们用lenvatinib和pembrolizumab联合治疗她。在治疗过程中,患者出现手足综合征III级和甲状腺功能减退II级.AE采用支持性药物治疗,剂量中断,剂量减少和多学科护理,允许继续治疗。患者获得了良好的部分反应和超过12个月的持续PFS。
    Endometrial cancer (EC) is the most common gynaecological cancer. The combination of lenvatinib and pembrolizumab has exhibited efficacy as the second line treatment for advanced EC, with a significant benefit in terms of progression free survival (PFS) and overall survival, but the adverse events (AE) profile is complex. AEs associated with the treatment may represent a limitation to this combination. Here, we report the case of a 38-year-old female patient diagnosed with stage IV EC elsewhere, whose disease progressed after the first line of treatment and was referred to a specialised cacncer centre in Muscat, Oman, in 2021. We treated her with the combination of lenvatinib and pembrolizumab. During the course of the treatment, she developed hand-foot syndrome grade III and hypothyroidism grade II. The AEs were managed with supportive medications, dose interruptions, dose reductions and multidisciplinary care, which allowed the continuation of the treatment. The patient achieved a good partial response and an ongoing PFS of more than 12 months.
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  • 文章类型: Journal Article
    背景:手足综合征(HFS)显著影响接受卡培他滨治疗的癌症患者的生活质量。这项研究评估了卡培他滨相关的HFS患病率,它对化疗治疗的影响,并确定了多种族马来西亚患者的危险因素。
    方法:我们纳入了从2021年4月1日至2022年6月30日在沙捞越总医院接受卡培他滨治疗至少两个周期的成年癌症患者。HFS费率,到HFS的时间,并确定HFS相关治疗改变的比例。比较有和没有HFS的患者的特征,并使用多变量逻辑回归分析确定所有级别HFS和≥2级HFS的危险因素。
    结果:在369名患者中,185(50.1%)开发了HFS,14.6%的患者≥2级,21.6%(40/185)的患者接受了治疗修改。所有级别HFS的风险因素包括年龄较大(OR1.0395CI1.01,1.06),先前的化疗(OR2.0995CI1.22,3.58),更高的卡培他滨剂量(OR2.9695CI1.62,5.38),延长治疗(OR1.3695CI1.21,1.51),叶酸摄入量(OR3.2795CI1.45,7.35)和较低的中性粒细胞计数(OR0.7795CI0.66,0.89)。对于HFS等级≥2,年龄较大(OR1.0495CI1.01,1.08),女性(OR2.1095CI1.05,4.18),中国比赛(OR2.1095CI1.06,4.18),和更高的卡培他滨剂量(OR2.6295CI1.28,5.35)是显著的危险因素。使用钙通道阻滞剂与所有级别HFS(OR0.27,95CI0.12,0.60)和≥2级(OR0.2195CI0.06,0.78)的风险降低相关。
    结论:这项研究提供了马来西亚患者卡培他滨诱导的HFS的真实数据,并确定了可能为其理解和管理提供见解的风险因素。
    BACKGROUND: Hand-foot syndrome (HFS) significantly impacts quality of life in cancer patients undergoing capecitabine treatment. This study assessed capecitabine-associated HFS prevalence, its impacts on chemotherapy treatment, and identified risk factors in multiracial Malaysian patients.
    METHODS: We included adult cancer patients receiving capecitabine at Sarawak General Hospital for at least two cycles from April 1, 2021 to June 30, 2022. HFS rates, time to HFS, and proportions of HFS-related treatment modifications were determined. Characteristics between patients with and without HFS were compared and multivariable logistic regression was used to identify risk factors for all-grade HFS and grade ≥2.
    RESULTS: Among 369 patients, 185 (50.1%) developed HFS, with 14.6% experiencing grade ≥2 and 21.6% (40/185) underwent treatment modifications. Risk factors for all-grade HFS include older age (OR 1.03 95%CI 1.01, 1.06), prior chemotherapy (OR 2.09 95%CI 1.22, 3.58), higher capecitabine dose (OR 2.96 95%CI 1.62, 5.38), prolonged treatment (OR 1.36 95%CI 1.21, 1.51), folic acid intake (OR 3.27 95%CI 1.45, 7.35) and lower neutrophil count (OR 0.77 95%CI 0.66, 0.89). For HFS grade ≥2, older age (OR 1.04 95%CI 1.01, 1.08), female sex (OR 2.10 95%CI 1.05, 4.18), Chinese race (OR 2.10 95%CI 1.06, 4.18), and higher capecitabine dose (OR 2.62 95%CI 1.28, 5.35) are significant risk factors. Use of calcium channel blockers were associated with reduced risks of all-grade HFS (OR 0.27, 95%CI 0.12, 0.60) and grade ≥2 (OR 0.21 95%CI 0.06, 0.78).
    CONCLUSIONS: This study provides real-world data on capecitabine-induced HFS in Malaysian patients and identifies risk factors that may offer insights into its understanding and management.
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  • 文章类型: Case Reports
    我们描述了一例罕见的卡培他滨诱导的掌足红肿感觉障碍(PPE),或手足综合征(HFS),涉及生殖器,用他克莫司治疗解决了,在接受新辅助化疗的cT3dN3期IIIc中分化近端直肠腺癌患者中。鉴于其对生活质量的严重影响,HFS通常需要独立的局部抗炎治疗和随后的剂量延迟和/或修改患者的化疗。我们相信,我们在本报告中的发现可以帮助临床医生早期识别和管理导致龟头炎的卡培他滨相关HFS。因为在这些患者中,及时治疗可以降低发病率并避免长期中断化疗。
    We describe a rare case of capecitabine-induced palmar-plantar erythrodysesthesia (PPE), or hand-foot syndrome (HFS), involving the genitals, which resolved with tacrolimus therapy, in a patient with cT3dN3 stage IIIc moderately differentiated proximal rectal adenocarcinoma who was undergoing neoadjuvant chemotherapy. Given its severe impact on the quality of life, HFS often requires independent local anti-inflammatory treatment and subsequent dose delay and/or modification of the patient\'s chemotherapy. We believe that our findings in this report can aid clinicians in the early recognition and management of capecitabine-associated HFS resulting in balanitis, as prompt treatment may reduce morbidity and avoid prolonged interruption of chemotherapy in these patients.
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  • 文章类型: Journal Article
    背景:Nintedanib是一种酪氨酸激酶抑制剂,在贝伐单抗耐药的结直肠癌模型中具有疗效。这项I/II期研究评估了尼达尼布和卡培他滨在难治性转移性结直肠癌中的推荐II期剂量和疗效。
    方法:关键合格标准包括难治性转移性结直肠癌和ECOG表现状态为1或更低。主要终点是18周无进展生存期(PFS)。单侧二项式检验(在α=1时)将观察到的18周PFS与.25的历史对照进行了比较。
    结果:纳入42例患者,包括39在推荐的II期剂量。推荐的II期剂量确定为每天两次口服尼达尼布200mg和每天两次口服卡培他滨1000mg/m2。对36例患者的疗效进行了评估。18周PFS为42%(15/36例;P=0.0209)。PFS中位数为3.4个月。中位总生存期为8.9mo。16例(44%)患者出现3/4级不良事件,最常见的疲劳(8%),掌足底红斑感觉障碍(8%),天冬氨酸转氨酶升高(6%),虚弱(6%),肺栓塞(6%),脱水(6%)。在第1周期,第1天和第3周期,第1天的骨桥蛋白水平以及ΔCCL2水平与18周时的疾病控制相关。
    结论:尼达尼布和卡培他滨的联合用药耐受性良好。临床疗效似乎优于regorafenib或盐酸替吡草胺单药治疗。有必要对类似组合进行进一步研究。
    背景:NCT02393755。
    BACKGROUND: Nintedanib is a tyrosine kinase inhibitor with efficacy in bevacizumab-resistant colorectal cancer models. This phase I/II study evaluated the recommended phase II dose and efficacy of nintedanib and capecitabine in refractory metastatic colorectal cancer.
    METHODS: Key eligibility criteria included refractory metastatic colorectal cancer and ECOG performance status of 1 or lower. The primary endpoint was 18-week progression-free survival (PFS). A 1-sided binomial test (at α = .1) compared the observed 18-week PFS with a historic control of .25.
    RESULTS: Forty-two patients were enrolled, including 39 at the recommended phase II dose. The recommended phase II dose was established to be nintedanib 200 mg by mouth twice daily and capecitabine 1000 mg/m2 by mouth twice daily. The protocol was evaluated for efficacy in 36 patients. The 18-week PFS was 42% (15/36 patients; P = .0209). Median PFS was 3.4 mo. Median overall survival was 8.9 mo. Sixteen (44%) patients experienced a grade 3/4 adverse event, most commonly fatigue (8%), palmoplantar erythrodysesthesia (8%), aspartate aminotransferase elevation (6%), asthenia (6%), pulmonary embolus (6%), and dehydration (6%). Osteopontin levels at cycle 1, day 1 and cycle 3, day 1 as well as ΔCCL2 levels correlated to disease control at 18 weeks.
    CONCLUSIONS: The combination of nintedanib and capecitabine is well tolerated. Clinical efficacy appears to be superior to regorafenib or tipiracil hydrochloride monotherapy. Further investigation of similar combinations is warranted.
    BACKGROUND: NCT02393755.
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  • 文章类型: Journal Article
    背景:手足综合征,也被称为掌-足底红斑感觉障碍(PPE),是化疗引起的并发症.临床上,表现为手掌和脚的红斑和水肿,干燥和有鳞的皮肤,伴有紧绷和疼痛的感觉。极端病例有水疱和溃疡,可能需要住院治疗和/或暂停癌症治疗。它也可能伴随着感觉异常。考虑到特点,光生物调节(PBM)可能会降低PPE的影响。该方案的目的是评估PBM在减少卡培他滨和5-氟尿嘧啶化疗诱导的PPE中的功效。
    方法:这将是一个随机对照,双盲,双中心临床试验(乌拉圭国家研究所和乌拉圭国家研究所)。样本人群(40个人)将分为两组:第1组接受保湿霜加PBM治疗,第2组接受保湿霜加PBM假治疗,比例为1:1。PBM将在手和脚的掌plant区域(4J/cm2)每周两次以630nm进行,4周。将测量PPE程度和涉及化疗治疗计划的数据,在开始治疗之前的中间和结束。生活质量问卷将在试验开始时和治疗结束时应用。数据将基于意向治疗分析进行分析,并且α<0.05将被认为是统计学上显著的。
    背景:该方案由乌拉圭天主教大学研究伦理委员会(220316b)批准,SindicencialdelMédicodel乌拉圭(221989)和国家学院(2023-04)。招聘已经开始(2023年3月)。
    方法:V.2,2023年10月27日。
    背景:ClinicalTrials.gov注册表(NCT05337423)。
    BACKGROUND: Hand-foot syndrome, also known as palmar-plantar erythrodysesthesia (PPE), is a complication caused by chemotherapy. Clinically, it manifests as erythema and oedema on the palms of the hands and feet, dry and scaly skin, accompanied by a sensation of tightness and pain. Extreme cases have blisters and ulcerations that may require hospitalisation and/or pause in cancer treatment. It can also be accompanied by paraesthesia. Considering the characteristics, photobiomodulation (PBM) may reduce the PPE effects. The objective of this protocol will be to evaluate the efficacy of PBM in reducing PPE induced by capecitabine and 5-fluorouracil chemotherapy.
    METHODS: This will be a randomised controlled, double-blind, double-centre clinical trial (Centro Asistencial del Sindicato Médico del Uruguay and Instituto Nacional del Cáncer from Uruguay). The sample population (40 individuals) will be divided into two groups: group 1 will receive moisturising cream plus PBM treatment and group 2 moisturising cream plus PBM sham treatment, at the ratio of 1:1. PBM will be performed at 630 nm two times per week in palmoplantar areas of the hands and feet (4 J/cm2), for 4 weeks. The PPE degree and the data referring to the chemotherapy treatment plan will be measured, prior to the start of treatment in the middle and at the end of it. Quality of life questionnaires will be applied at the beginning of the trial and at the end of treatment. The data will be analysed based on the intention-to-treat analysis and α<0.05 will be considered statistically significant.
    BACKGROUND: The protocol was approved by the Research Ethics Committee of Universidad Católica del Uruguay (220316b), of Centro Asistencial del Sindicato Médico del Uruguay (221989) and of Instituto Nacional del Cáncer (2023-04). The recruitment has already started (March 2023).
    METHODS: V.2, 27 October 2023.
    BACKGROUND: ClinicalTrials.gov Registry (NCT05337423).
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  • 文章类型: Journal Article
    背景:早期发现不良事件及其管理对于改善抗癌治疗结果至关重要,倾听患者的主观意见(患者的声音)可以为改善安全管理做出重大贡献。深度学习技术的最新进展为基于患者生成的文本数据评估安全相关事件提供了各种新方法。但很少有研究关注改善患者个体的实时安全监测。此外,尚未进行任何研究来验证深度学习模型,以筛选需要医学干预的临床重要不良事件信号的患者叙述.在我们之前的工作中,已经开发了新的深度学习模型来检测手足综合征的不良事件信号或限制患者日常生活的不良事件,旨在最终将它们用作个体患者的安全监控支持工具。
    目的:本研究旨在评估我们的深度学习模型是否可以筛选需要医疗保健专业人员干预的临床重要不良事件信号。还评估了我们的深度学习模型对药房患者担忧数据的适用性。
    方法:社区药房的药学服务记录被用于评估我们的深度学习模型。记录遵循SOAP格式,由主观(S)组成,目标(O),评估(A),和计划(P)栏。由于患者在S栏的关注和药剂师的专业记录的独特组合,这被认为是适合本目的的数据.我们的深度学习模型被应用于癌症患者的S记录,并对提取的不良事件信号与医疗行为和处方药进行评估.
    结果:从2479名患者的30,784S记录中,至少有1种抗癌药物处方,我们的深度学习模型对手足综合征(n=152,91%)和限制患者日常生活的不良事件(n=157,80.1%)均有超过80%的准确率.深度学习模型还能够筛选需要医疗保健提供者进行医疗干预的不良事件信号。根据对处方抗癌药物的分析,提取的不良事件信号可以反映患者使用的抗癌药物的副作用。“疼痛或麻木”(n=57,36.3%),“发烧”(n=46,29.3%),和“恶心”(n=40,25.5%)是由该模型确定的限制患者日常生活的不良事件的真实不良事件信号中的常见症状.
    结论:我们的深度学习模型能够筛选需要对症状进行干预的临床重要不良事件信号。研究还证实,这些深度学习模型可以应用于药剂师日常工作中积累的药物护理记录中记录的患者主观信息。
    BACKGROUND: Early detection of adverse events and their management are crucial to improving anticancer treatment outcomes, and listening to patients\' subjective opinions (patients\' voices) can make a major contribution to improving safety management. Recent progress in deep learning technologies has enabled various new approaches for the evaluation of safety-related events based on patient-generated text data, but few studies have focused on the improvement of real-time safety monitoring for individual patients. In addition, no study has yet been performed to validate deep learning models for screening patients\' narratives for clinically important adverse event signals that require medical intervention. In our previous work, novel deep learning models have been developed to detect adverse event signals for hand-foot syndrome or adverse events limiting patients\' daily lives from the authored narratives of patients with cancer, aiming ultimately to use them as safety monitoring support tools for individual patients.
    OBJECTIVE: This study was designed to evaluate whether our deep learning models can screen clinically important adverse event signals that require intervention by health care professionals. The applicability of our deep learning models to data on patients\' concerns at pharmacies was also assessed.
    METHODS: Pharmaceutical care records at community pharmacies were used for the evaluation of our deep learning models. The records followed the SOAP format, consisting of subjective (S), objective (O), assessment (A), and plan (P) columns. Because of the unique combination of patients\' concerns in the S column and the professional records of the pharmacists, this was considered a suitable data for the present purpose. Our deep learning models were applied to the S records of patients with cancer, and the extracted adverse event signals were assessed in relation to medical actions and prescribed drugs.
    RESULTS: From 30,784 S records of 2479 patients with at least 1 prescription of anticancer drugs, our deep learning models extracted true adverse event signals with more than 80% accuracy for both hand-foot syndrome (n=152, 91%) and adverse events limiting patients\' daily lives (n=157, 80.1%). The deep learning models were also able to screen adverse event signals that require medical intervention by health care providers. The extracted adverse event signals could reflect the side effects of anticancer drugs used by the patients based on analysis of prescribed anticancer drugs. \"Pain or numbness\" (n=57, 36.3%), \"fever\" (n=46, 29.3%), and \"nausea\" (n=40, 25.5%) were common symptoms out of the true adverse event signals identified by the model for adverse events limiting patients\' daily lives.
    CONCLUSIONS: Our deep learning models were able to screen clinically important adverse event signals that require intervention for symptoms. It was also confirmed that these deep learning models could be applied to patients\' subjective information recorded in pharmaceutical care records accumulated during pharmacists\' daily work.
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