antibiotics treatment

  • 文章类型: Letter
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  • 文章类型: Journal Article
    评估急性荨麻疹(AU)的疾病严重程度对于患者的适当治疗至关重要。然而,这种评估没有可靠的生物标志物.在我们部门,我们观察到重度AU患者血浆D-二聚体水平升高.因此,本研究的目的是更详细地调查重度AU患者的D-二聚体水平升高.纳入了诊断为严重AU的139名医院患者。从电子病历中收集临床实验室数据。117名患者的血浆D-二聚体水平升高。与正常组相比,升高组的女性患者比例明显更高,年轻,发热,院前时间较短(P<0.05)。单因素回归分析显示,中性粒细胞百分比,C反应蛋白(CRP),乳酸脱氢酶(LDH)水平随着D-二聚体水平的升高而升高,而院前时间则表现出相反的趋势。使用多元回归分析评估CRP和LDH对D-二聚体水平的同时影响。对额外抗生素治疗有反应的患者D-二聚体水平较高。D-二聚体水平高度升高的组需要更高的每日最大剂量的糖皮质激素(GC)来控制AU的症状。总之,重度AU患者血浆D-二聚体水平升高,与CRP和LDH水平呈正相关。D-二聚体水平显著升高的严重AU患者可能需要更高剂量的每日GCs和抗生素来缓解症状。D-二聚体可能是评估AU严重程度和指导治疗的合理指标。
    Evaluation of the disease severity of acute urticaria (AU) is essential for adequate treatment of patients. However, there are no reliable biomarkers for such an evaluation. In our department, we observed patients with severe AU having elevated plasma D-dimer levels. Thus, the objective of this study was to investigate the elevated D-dimer levels in patients with severe AU in more detail. One hundred and thirty-nine hospital patients diagnosed with severe AU were enrolled. Clinical laboratory data were collected from electronic medical records. One hundred and seventeen of the patients presented with elevated plasma D-dimer levels. Compared to the normal group, the elevated group had a significantly higher proportion of patients who were female, younger, febrile, and had a shorter prehospital time (P < 0.05). Univariate regression analysis showed that neutrophil percentage, C-reactive protein (CRP), and lactate dehydrogenase (LDH) levels increased as D-dimer levels increased, while prehospital time showed the opposite trend. Multiple regression analysis was used to estimate the simultaneous effects of CRP and LDH on D-dimer levels. Patients who responded to additional antibiotic treatment had higher levels of D-dimer. The group with highly elevated D-dimer levels required a higher maximum dose of daily glucocorticoids (GCs) to control the symptoms of AU. In conclusion, patients with severe AU might have elevated plasma D-dimer levels, which are positively correlated with CRP and LDH levels. Patients with severe AU with dramatically elevated D-dimer levels might need a higher dose of daily GCs and antibiotics to relieve symptoms. D-dimer may be a reasonable marker to evaluate the severity of AU and guide treatment.
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  • 文章类型: Journal Article
    背景:在2019年冠状病毒病(COVID-19)大流行期间,我们科室采用了急性非复杂性阑尾炎(AUA)的抗生素治疗方案.我们的研究旨在确定非手术治疗(NOT)的可行性和安全性,与前腹腔镜阑尾切除术(LA)相比,大流行期间儿童的AUA。
    方法:我们的前瞻性比较研究于2020年5月1日至2021年1月31日进行。患者选择标准包括:年龄≥5岁,腹痛持续时间≤48h,超声(US)/AUA的计算机断层扫描确认,美国阑尾直径6-11毫米,无穿孔/脓肿收集特征,无包石。不是病人,静脉注射抗生素24~48h,随后口服10天疗程.在父母选择不选择进行阑尾切除术的患者之间进行了比较。主要结果是在初次入院时没有成功,早期和晚期的失败率直到27个月。次要结果是并发症发生率的差异,住院时间(LOS)和组间费用。
    结果:共招募了77例患者:43例(55.8%)患者选择了LA,34例(44.2%)患者选择了LA。非索引入院成功率为90.7%(39/43)。总的来说,27个月随访时NOT失败率为37.2%(16/43)。在非失败中,1个阑尾在组织学上是正常的,而只有1个穿孔。除了晚期NOT失败的LOS外,两组之间的次要结局没有显着差异。洛杉矶的前期成本几乎是NOT的三倍。
    结论:在危机情况下,我们严格的COVID方案以及与父母共同的决策是一种安全可行的治疗选择。
    方法:治疗研究,二级。
    BACKGROUND: During the Coronavirus disease 2019 (COVID-19) pandemic, a protocol was adopted by our department on antibiotics treatment for Acute Uncomplicated Appendicitis (AUA). Our study aimed to determine the feasibility and safety of non-operative treatment (NOT), compared to upfront laparoscopic appendectomy (LA), for AUA in children during the pandemic.
    METHODS: Our prospective comparative study was conducted from May 1, 2020 to January 31, 2021. Patient selection criteria included: age ≥5 years, abdominal pain duration ≤48 h, ultrasound (US)/Computered Tomography scan confirmation of AUA, US appendiceal diameter 6-11 mm with no features of perforation/abscess collection and no faecolith. For NOT patients, intravenous antibiotics were administered for 24-48 h followed by oral for 10-day course. Comparison was performed between patients whose parents preferred NOT to those who opted for up-front appendectomy. Primary outcomes were NOT success at index admission, early and late NOT failure rates till 27 months. Secondary outcomes were differences in complication rate, hospital length of stay (LOS) and cost between groups.
    RESULTS: 77 patients were recruited: 43 (55.8%) underwent NOT while 34 (44.2%) patients opted for LA. Success of NOT at index admission was 90.7% (39/43). Overall, NOT failure rate at 27 months\' follow-up was 37.2% (16/43). Of the NOT failures, 1 appendix was normal on histology while only 1 was perforated. There were no significant differences in secondary outcomes between both groups except for LOS of late NOT failure. Cost for upfront LA was nearly thrice that of NOT.
    CONCLUSIONS: Our stringent COVID protocol together with shared decision-making with parents is a safe and feasible treatment option during a crisis situation.
    METHODS: Treatment study, Level II.
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  • 文章类型: Journal Article
    背景:综合征方法是在资源匮乏的国家中管理性传播感染的一种简单且负担得起的策略。然而,由于缺乏特异性和准确性,过度使用和滥用抗生素的风险非常高。这里,与目前用于3种常见性传播病原体综合征病例管理的算法相比,我们提出了一种更具体,更准确的算法,并将其精度与实验室检测进行了比较.
    目的:本研究旨在比较主流医院现行的综合征病例管理指南的准确性,照顾非病毒性性传播感染的病人,关于一种涉及我们实验室制定的替代算法的方法,然后进行聚合酶链反应测试。
    方法:这是一项观察性研究,根据诊断准确性和治疗方法比较了两个类别之间的数据。在第一类中,根据现有的国家艾滋病控制组织和国家艾滋病控制计划指南对感染症状进行评分,患者在检测前接受聚合酶链反应治疗。在第二类中,根据国家艾滋病控制组织和国家艾滋病控制计划指南以及其他替代综合征病例管理参数招募患者.所有样本均通过聚合酶链反应检测沙眼衣原体,淋病奈瑟菌,和阴道毛滴虫和临床相关的治疗前。
    结果:在第一类中,在646例有症状感染的妇女中,只有46(7.82%)通过聚合酶链反应检测至少一种病原体呈阳性,和600(92.87%)的3种病原体中的任何一种的感染测试均为阴性。抗生素过度使用和误用的总估计百分比分别为92.87%和8.69%,分别。与国家艾滋病控制计划指南相比,根据实验室结果进行的正确和完整的治疗为46例(91.30%)中的42例。估计阿奇霉素和头孢克肟(灰色试剂盒)的过度使用为29.69%,多西环素组合的估计过度使用,头孢克肟,甲硝唑(黄色试剂盒)为29.87%,以及多西环素组合的估计过度使用,头孢克肟,甲硝唑,阿奇霉素(灰色黄色试剂盒)为11.45%。在第二类中,其中患者使用替代综合征方法和聚合酶链反应诊断进行治疗,319例患者中有243例(76.15%)感染了两种病原体(沙眼衣原体,淋病奈瑟菌,和阴道毛滴虫),而319例患者中有76例(23.82%)3种病原体均为阴性.在243名感染患者中,243人中有99人(40.74%)感染了单一病原体,而243人中有144人(59.20%)共感染。在144名合并感染的患者中,沙眼衣原体+淋病奈瑟菌感染率最高(51.38%),其次是与所有3种病原体合并感染(30%)。沙眼衣原体+阴道毛滴虫共感染9.72%,淋病奈瑟菌+阴道毛滴虫合并感染率为9.03%。估计抗生素的过度使用仅为23.82%。
    结论:提出的综合征病例管理替代策略可以将滥用和过度使用抗生素的百分比从92.87%降低到23.82%。此外,仅综合征病例管理不足以进行疾病管理.
    BACKGROUND: The syndromic approach is a simple and affordable strategy for the management of sexually transmitted infections in countries with low-resource settings. However, because of the lack of specificity and accuracy, the risk of overuse and misuse of antibiotics is very high. Here, we proposed a more specific and accurate algorithm compared with the current algorithm used for syndromic case management of 3 common sexually transmitted pathogens and compared its precision with laboratory-based tests.
    OBJECTIVE: This study aimed to report a comparative account of the accuracy of existing syndromic case management guidelines followed in mainstream hospitals, for taking care of patients with nonviral sexually transmitted infections, concerning an approach involving an alternative algorithm formulated in our laboratory followed by polymerase chain reaction testing.
    METHODS: This was an observational study that compared the data between 2 categories based on diagnostics accuracy and treatment. In category I, symptoms of infection were scored on the basis of the existing National AIDS Control Organization and National AIDS Control Programme guidelines, and patients were treated before testing by polymerase chain reaction. In category II, patients were recruited on the basis of the National AIDS Control Organization and National AIDS Control Programme guidelines with additional alternative syndromic case management parameters. All samples were tested by polymerase chain reaction for Chlamydia trachomatis, Neisseria gonorrhoeae, and Trichomonas vaginalis and clinically correlated before giving the treatment.
    RESULTS: In category I, among 646 women with symptomatic infection, only 46 (7.82%) tested positive by polymerase chain reaction assay for at least 1 of the pathogens, and 600 (92.87%) tested negative for infection by any of the 3 pathogens. The total estimated percentages of the overuse and misuse of antibiotics were 92.87% and 8.69%, respectively. Correct and complete treatment based on laboratory outcome compared with National AIDS Control Programme guidelines was 42 of 46 (91.30%). The estimated overuse of azithromycin and cefixime (Gray Kit) was 29.69%, the estimated overuse of a combination of doxycycline, cefixime, and metronidazole (Yellow Kit) was 29.87%, and the estimated overuse of a combination of doxycycline, cefixime, metronidazole, and azithromycin (Gray with Yellow Kit) was 11.45%. In category II, wherein patients were treated using an alternative syndromic approach and polymerase chain reaction diagnostics, 243 of 319 patients (76.15%) were infected with either of the pathogens (Chlamydia trachomatis, Neisseria gonorrhoeae, and Trichomonas vaginalis), whereas 76 of 319 patients (23.82%) were negative for any of the 3 pathogens. Among 243 patients with infection, 99 of 243 (40.74%) were infected with a single pathogen, whereas 144 of 243 (59.20%) were coinfected. Of 144 coinfected patients, the percentage of Chlamydia trachomatis + Neisseria gonorrhoeae infection was the highest (51.38%), followed by coinfection with all 3 pathogens (30%). Coinfection with Chlamydia trachomatis + Trichomonas vaginalis was 9.72%, and coinfection with Neisseria gonorrhoeae + Trichomonas vaginalis was 9.03%. The estimated overuse of antibiotics was found to be 23.82% only.
    CONCLUSIONS: The proposed alternative strategies of syndromic case management can reduce the percentage of misuse and overuse of antibiotics from 92.87% to 23.82%. Moreover, syndromic case management alone was insufficient for disease management.
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  • 文章类型: Journal Article
    目的:大肠埃希菌和拟杆菌是穿孔性阑尾炎腹水中最常见的种类,通常对头孢唑林或头孢美唑等非经验性头孢菌素敏感。然而,这种抗生素的单药治疗对于穿孔性阑尾炎大多是不够的。为了调查这个问题,本研究旨在比较穿孔和非穿孔阑尾炎腹水培养中的细菌菌群。
    方法:使用部门数据库分析穿孔和非穿孔阑尾炎病例的腹水培养结果。手术前症状的持续时间,术前白细胞计数,C反应蛋白值,术后住院时间,抗生素治疗的长度,还比较了二线抗生素的使用率或并发症。
    结果:共纳入非穿孔和穿孔性阑尾炎608例和72例。在这两种条件下,大肠杆菌和拟杆菌属都是优势细菌。然而,铜绿假单胞菌的总比例,硬化链球菌群,穿孔性阑尾炎和肠球菌组明显高于非穿孔性阑尾炎。
    结论:铜绿假单胞菌,硬化链球菌群,肠球菌对青霉素类经验性抗生素的敏感性优于头孢菌素类。这些细菌的丰度可能解释了为什么非经验性头孢菌素在穿孔性阑尾炎中无效以及基于青霉素的经验性抗生素的优越性。
    OBJECTIVE: Escherichia coli and Bacteroides species are the most frequently detected species in ascites in perforated appendicitis and are generally sensitive to non-empiric cephalosporins like cefazolin or cefmetazole. However, monotherapy with such antibiotics is mostly insufficient for perforated appendicitis. To investigate this issue, this study aimed to compare bacterial floras in ascites culture between perforated and non-perforated appendicitis.
    METHODS: Ascites culture results in perforated and non-perforated appendicitis cases were analyzed using a departmental database. The duration of symptoms before surgery, pre-surgical white blood cell count, C-reactive protein value, postsurgical length of stay, length of antibiotic treatment, and the rate of using second-line antibiotics or complications were also compared.
    RESULTS: A total of 608 and 72 cases of non-perforated and perforated appendicitis were included. Escherichia coli and Bacteroides species were the dominant bacteria in both conditions. However, the total proportions of Pseudomonas aeruginosa, Streptococcus anginosus group, and Enterococcus group were significantly higher in perforated appendicitis than in non-perforated appendicitis.
    CONCLUSIONS: Pseudomonas aeruginosa, Streptococcus anginosus group, and Enterococcus group have better susceptibility to penicillin-based empiric antibiotics than cephalosporins. The abundance of these bacteria might explain why non-empiric cephalosporins are not effective in perforated appendicitis and the superiority of penicillin-based empiric antibiotics.
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  • 文章类型: Systematic Review
    未经批准:自COVID-19大流行以来,许多临床急性表现患者的治疗方法不同.对病毒传播的恐惧以及短期的研究使患者推迟了住院时间,医生重新评估了某些急性情况的方法。这项研究旨在评估急性胆囊炎患者在COVID-19之前和期间的管理变化。
    未经评估:使用PubMed(MEDLINE)对文献进行系统回顾,Scopus,和ScienceDirect数据库一直执行到2021年9月1日。完全正确,包括两种研究,那些评估COVID-19期间急性胆囊炎管理的人,以及那些比较大流行之前和期间的时期的人。记录的结果包括管理方法,并发症,和平均逗留时间。
    UNASSIGNED:本研究纳入了15篇符合条件的文章。大流行期间,6项研究显示急性胆囊炎的治疗转向保守治疗,其中5项报告73%的患者选择了保守治疗.相反,所有研究的数据显示,只有29.2%的患者首选手术方式.此外,当比较之前的时期与在COVID-19期间,保守方法的报告分别为36.3%和43.2%。分别在COVID-19期间,而在COVID-19之前有62.5%的患者进行了手术干预,在大流行期间有55.3%的患者进行了手术干预.在大多数研究中,当选择非手术方法时,住院时间被延迟。并发症,主要按Clavien-Dindo量表分类,在大流行期间更高。
    未经评估:在大多数研究中观察到更保守方法的趋势,在大多数急性胆囊炎病例中逆转以前使用的手术方法。在COVID-19大流行期间的大多数检查病例中,抗生素治疗和经皮胆囊造口术更被考虑,甚至是首选.
    UNASSIGNED: Since the beginning of the COVID-19 pandemic, many patients with clinically acute presentations have been approached differently. The fear of viral transmission along with the short period of study made patients delay their hospital visits and doctors reassess the approach of certain acute situations. This study aimed to assess the changes in the management of patients with acute cholecystitis before and during COVID-19.
    UNASSIGNED: A systematic review of the literature using PubMed (MEDLINE), Scopus, and ScienceDirect databases was performed until 01 September 2021. Totally, two kinds of studies were included, those assessing the management of acute cholecystitis during COVID-19 and those comparing the periods before and during the pandemic. The outcomes recorded include management approaches, complications, and mean length of stay.
    UNASSIGNED: A number of 15 eligible articles were included in the study. During the pandemic, six studies revealed a shift toward conservative management of acute cholecystitis and five of them reported that conservative management was opted in 73% of the patients. On the contrary, data from all studies revealed that the surgical approach was preferred in only 29.2% of patients. Furthermore, when comparing the periods before vs. during COVID-19, the conservative approach was reported in 36.3 and 43.2% before vs. during COVID-19, respectively, whereas surgical intervention was performed in 62.5% of patients before COVID-19 and 55.3% during the pandemic. The length of stay was delayed when a non-surgical approach was selected in most studies. Complications, mainly classified by the Clavien-Dindo scale, were higher in the pandemic period.
    UNASSIGNED: A tendency toward more conservative approaches was observed in most studies, reversing the previously used surgical approach in most cases of acute cholecystitis. In most of the examined cases during the COVID-19 pandemic, antibiotic treatment and percutaneous cholecystostomy were much more considered and even preferred.
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  • 文章类型: Journal Article
    目的:在许多(非)药物研究和治疗中,关于症状改善或恶化的预期是症状进展和治疗结果(症状缓解或症状改善)的可靠预测因子。这项研究检查了莱姆病引起的持续症状的抗菌治疗后症状改善的预测因素,假设特别是治疗前对症状改善的预期是预测性的。
    方法:对治疗前和治疗后的个体特征进行了预测性研究,包括预期,以及与身体和心理健康相关的生活质量(HRQoL),克拉霉素-羟氯喹,或安慰剂后2周静脉注射头孢曲松。在治疗结束(试验开始后14周)和随访(52周),231名和170名(最初的280名)患者的完整数据,这些患者在时间上与偏头痛红斑病史或以其他方式确认的症状莱姆病有关,或伴有B.burgdorferiIgG或IgM抗体,通过分层回归分析进行了检验。
    结果:除了治疗前的HRQoL,治疗前对症状改善的预期与治疗结束和随访时更强的身体和精神HRQoL改善相关(95%CI范围:.09;.54,p<.01~.27;.92,p<.001).关于接受抗生素的治疗后预期与安慰剂与治疗结束时更多的HRQoL改善相关,但未随访(95%CI-范围1.00;4.75,p=0.003至-7.34;-2.22,p<.001)。
    结论:本研究表明,除了治疗前的功能,患者治疗前和治疗后对莱姆病持续症状改善的预期与更有益的症状过程有关。患者的期望可能与解释和潜在改善患者结果相关(例如,通过优化关于治疗成功的沟通)。
    背景:ClinicalTrials.gov,NCT01207739(注册日期:23-09-2010)要点•由于目前对于许多由莱姆病引起的持续症状的患者没有足够的症状缓解或症状改善,了解哪些因素决定症状进展和预测治疗反应的异质性是相关的.•除了预处理功能,在短期和长期抗菌治疗后,对症状改善和接受抗菌研究药物的预期与更有益的症状病程相关.•Expectanciesarerelevanttoconsiderintreatmentstudiesandmaybeusefulinclinicalsettingstoimprovesympiccourseandtreatmentresults(e.e.通过优化关于治疗成功的沟通)。
    OBJECTIVE: Expectancies about symptom improvement or deterioration are reliable predictors of symptom progression and treatment outcomes (symptom resolution or symptomatic improvement) in many (non-)pharmacological studies and treatments. This study examined predictors of symptom improvement after antimicrobial therapy for persistent symptoms attributed to Lyme disease, hypothesizing particularly pre-treatment expectancies regarding symptom improvement to be predictive.
    METHODS: A predictive study was performed on pre-treatment and post-treatment individual characteristics, including expectancies, and physical and mental health-related quality of life (HRQoL) from the PLEASE-trial comparing randomized 12-weeks of doxycycline, clarithromycin-hydroxychloroquine, or placebo following 2 weeks of intravenous ceftriaxone. At end-of-treatment (14 weeks after trial start) and follow-up (52 weeks), complete data of 231 and 170 (of initial 280) patients with persistent symptoms temporally related to a history of erythema migrans or otherwise confirmed symptomatic Lyme disease, or accompanied by B. burgdorferi IgG or IgM antibodies, were examined through hierarchical regression analyses.
    RESULTS: In addition to pre-treatment HRQoL, pre-treatment expectancies regarding symptom improvement were consistently associated with stronger physical and mental HRQoL improvements at both end-of-treatment and follow-up (95% CI range: .09;.54, p < .01 to .27;.92, p < .001). Post-treatment expectancies regarding having received antibiotics vs. placebo was associated with more HRQoL improvement at end-of-treatment, but not at follow-up (95% CI-range 1.00;4.75, p = .003 to -7.34; -2.22, p < .001).
    CONCLUSIONS: The present study shows that, next to pre-treatment functioning, patients\' pre-treatment and post-treatment expectancies regarding improvement of persistent symptoms attributed to Lyme disease relate to a more beneficial symptom course. Expectancies of patients may be relevant to explain and potentially improve patient outcomes (e.g., by optimized communication about treatment success).
    BACKGROUND: ClinicalTrials.gov, NCT01207739 (Registration date: 23-09-2010) Key Points • As there is currently no sufficient symptom resolution or symptomatic improvement for many patients with persistent symptoms attributed to Lyme disease, it is relevant to know which factors determine symptom progression and predict heterogeneity in treatment response. • Next to pre-treatment functioning, expectancies regarding symptom improvement and having received antimicrobial study medication are associated with a more beneficial symptom course after both shorter-term and longer-term antimicrobial treatment. • Expectancies are relevant to consider in treatment studies and may be useful in clinical settings to improve symptom course and treatment outcome (e.g., by optimized communication about treatment success).
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  • 文章类型: Journal Article
    个体可能对相同的治疗有不同的反应,并且有必要了解这种异质性的因果个体治疗效果。我们提出并评估了一种建模方法,通过识别对治疗反应明显偏离的患者亚组,从观察性研究中更好地理解这种异质性。我们在急性鼻-鼻窦炎(ARS)康复的抗生素(AB)处方的初级保健案例研究中说明了这种方法。
    我们的方法包括四个阶段,并应用于24,392名怀疑患有ARS的患者的初级保健数据集中的大型数据集。我们首先确定治疗前变量,这些变量要么混淆治疗与结果之间的关系,要么是结果的危险因素。第二,基于治疗前变量,我们创建合成随机森林(SRF)模型来计算潜在结果,并随后计算因果个体治疗效应(ITE)估计.第三,我们使用ITE估计值作为结果进行亚组发现,以识别阳性和阴性应答者.第四,我们以两种方式评估已识别的亚组预测结果的预测性能:似然比检验,以及是否使用后向逐步变量选择通过Akaike信息准则(AIC)选择子组。我们通过10倍交叉验证来验证整个建模策略。
    基于20个预处理变量,确定了四个亚组(三个为阳性应答者,一个为阴性应答者).对数似然比检验显示各亚组均显著。使用AIC的变量选择保留了四个子组中的两个,一个是积极的反应者,一个是消极的反应者。至于整个建模策略的验证,所有报告的测量值(与结果相关的治疗前变量的数量,子组的数量,存活变量选择和覆盖的亚组数量)几乎没有变化。
    根据所提出的方法,我们确定了治疗阳性和阴性应答者的亚组,这些亚组明显偏离了平均应答.亚组显示出结果的累加预测价值。该建模方法策略在该数据集上显示出鲁棒性。因此,我们的方法能够从观察数据中发现可理解的亚组,这些亚组具有预测价值,临床用户可以考虑这些亚组,以深入了解谁对拟议的治疗有积极或消极的反应。
    Individuals may respond differently to the same treatment, and there is a need to understand such heterogeneity of causal individual treatment effects. We propose and evaluate a modelling approach to better understand this heterogeneity from observational studies by identifying patient subgroups with a markedly deviating response to treatment. We illustrate this approach in a primary care case-study of antibiotic (AB) prescription on recovery from acute rhino-sinusitis (ARS).
    Our approach consists of four stages and is applied to a large dataset in primary care dataset of 24,392 patients suspected of suffering from ARS. We first identify pre-treatment variables that either confound the relationship between treatment and outcome or are risk factors of the outcome. Second, based on the pre-treatment variables we create Synthetic Random Forest (SRF) models to compute the potential outcomes and subsequently the causal individual treatment effect (ITE) estimates. Third, we perform subgroup discovery using the ITE estimates as outcomes to identify positive and negative responders. Fourth, we evaluate the predictive performance of the identified subgroups for predicting the outcome in two ways: the likelihood ratio test, and whether the subgroups are selected via the Akaike Information Criterion (AIC) using backward stepwise variable selection. We validate the whole modelling strategy by means of 10-fold-cross-validation.
    Based on 20 pre-treatment variables, four subgroups (three for positive responders and one for negative responders) were identified. The log likelihood ratio tests showed that the subgroups were significant. Variable selection using the AIC kept two of the four subgroups, one for positive responders and one for negative responders. As for the validation of the whole modelling strategy, all reported measures (the number of pre-treatment variables associated with the outcome, number of subgroups, number of subgroups surviving variable selection and coverage) showed little variation.
    With the proposed approach, we identified subgroups of positive and negative responders to treatment that markedly deviate from the mean response. The subgroups showed additive predictive value of the outcome. The modelling approach strategy was shown to be robust on this dataset. Our approach was thus able to discover understandable subgroups from observational data that have predictive value and which may be considered by the clinical users to get insight into who responds positively or negatively to a proposed treatment.
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  • 文章类型: Journal Article
    The intestinal pH can greatly influence the stability and absorption of oral drugs. Therefore, knowledge of intestinal pH is necessary to understand the conditions for drug delivery. This has previously been measured in humans and rats. However, information on intestinal pH in mice is insufficient despite these animals being used often in preclinical testing. In this study, 72 female ICR mice housed in SPF (specific pathogen-free) conditions were separated into nine groups to determine the intestinal pH under conditions that might cause pH fluctuations, including high-protein diet, ageing, proton pump inhibitor (PPI) treatment, several antibiotic treatment regimens and germ-free mice. pH was measured in samples collected from the ileum, cecum and colon, and compared to control animals. An electrode, 3 mm in diameter, enabled accurate pH measurements with a small amount of gastrointestinal content. Consequently, the pH values in the cecum and colon were increased by high-protein diet, and the pH in the ileum was decreased by PPI. Drastic alkalization was induced by antibiotics, especially in the cecum and colon. The alkalized pH values in germ-free mice suggested that the reduction in the intestinal bacteria caused by antibiotics led to alkalization. Alkalization of the intestinal pH caused by antibiotic treatment was verified in mice. We need further investigations in clinical settings to check whether the same phenomena occur in patients.
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  • 文章类型: Journal Article
    Management of tubo-ovarian abscesses (TOA) is often complex and may include antibiotics, image-guided drainage via interventional radiology (IR) or surgery. We aim to (i) identify clinical factors that prognosticate primary drainage and (ii) compare outcomes of each treatment regimen.
    This is a retrospective analysis on patients with TOA, admitted to KK Hospital, a tertiary women\'s hospital in Singapore from June 2016 to June 2017. Pregnant patients or patients who were discharged against medical advice were excluded. 102 patients were included in this study.
    85.3% patients received antibiotics only, while 14.7% patients received antibiotics with IR drainage or surgery (primary drainage) as initial treatment. Subsequently, 20.7% failed antibiotic treatment and required IR drainage or surgery (secondary drainage). Patients aged above 40 years, TOA diameter of larger than 7 cm and presence of fever were found to be predictive of antibiotic failure, requiring secondary drainage. However, patients with primary drainage had a longer length of stay by 2.69 days (95% CI 1.44-3.94, p value < 0.001), compared to patients successfully managed conservatively.
    Patients who are above 40 years, febrile and have a larger TOA are at a higher risk of medical treatment failure, and should, therefore, be recommended for primary drainage at presentation. Further prospective studies should be conducted with a larger sample size to compare the outcomes of conservative management versus drainage of TOA.
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