目的 分析儿童大环内酯类耐药重症肺炎支原体肺炎(SMPP)的危险因素,构建列线图预测模型。 方法 回顾性收集2023年1月—2024年9月在广州医科大学附属番禺中心医院儿科住院治疗的1 121例大环内酯类耐药肺炎支原体肺炎患儿入院初期的临床资料。按7∶3比例将患儿资料随机分为训练集(784例)和验证集(337例)。采用R4.4.1软件使用10重交叉验证最小绝对收缩与选择算法(LASSO)回归分析进行单因素变量筛选,采用Logistics回归分析建立预测模型, 绘制可视化列线图。使用受试者操作特征曲线(ROC), 校准曲线、Hosmer-Lemeshow(HL)检验及临床决策曲线(DCA)分别评估模型的区分度、校准度和临床使用价值。 结果 在训练集中, LASSO回归结合Logistics回归分析结果显示,院前发热时间>5.5 d、谷丙转氨酶>14.5 U/L、乳酸脱氢酶>287.5 U/L、C反应蛋白>18.65 mg/L、肺实变、合并病毒感染是大环内酯类耐药SMPP发生的危险因素(P<0.05), 根据上述危险因素构建列线图预测模型。训练集和验证集ROC曲线下面积分别为0.847和0.822; 校准曲线和HL检验显示模型具有良好的校准度; DCA显示预测模型在风险阈值为0.05~0.95时预测性能最优。 结论 院前发热时间、谷丙转氨酶、乳酸脱氢酶、C反应蛋白、肺实变、合并病毒感染是大环内酯类耐药SMPP发生的影响因素, 基于以上因素构建的列线图模型具有较好的预测效能, 有利于早期识别耐药重症病例, 及早采取有效干预,改善患者预后。
Objective To explore the risk factors and to construct a nomogram prediction model for severe macrolide-resistant Mycoplasma pneumoniae pneumonia(MPP)in children.Methods The clinical data during the initial admission period of 1 121 children with macrolide-resistant MPP who were hospitalized in the Department of Pediatrics of the Affiliated Panyu Central Hospital of Guangzhou Medical University from January 2023 to September 2024 were retrospectively collected.The children data were randomly divided into a training set(n=784)and a validation set(n=337)at a ratio of 7∶3.With R language software(version 4.4.1), least absolute shrinkage and selection operator(LASSO)regression analysis with tenfold cross-validation was used to screen risk factors, Logistics regression analysis was used to establish prediction model, and a visualization of the risk variables was created using a nomogram.The receiver operating characteristic(ROC)curves, calibration curves, Hosmer-Lemeshow(HL)test and clinical decision curve analysis(DCA)were used to evaluate the discrimination, calibration and clinical application value of the model.Results In the training set, LASSO regression analysis combined with Logistics regression analysis showed that prehospital fever duration > 5.5 days, alanine aminotransferase level> 14.5 U/L, lactate dehydrogenase level> 287.5 U/L, C-reactive protein > 18.65 mg/L, lung consolidation, and co-infection with virus were risk factors for severe macrolide-resistant MPP(P<0.05).A nomogram prediction model was constructed based on the above risk factors.The area under the ROC curves of the training set and the validation set were 0.847 and 0.822, respectively.The calibration curves and HL test showed that the model had good calibration. The DCA curves showed that the prediction model had the best prediction performance when the risk threshold was between 0.05-0.95.Conclusions Prehospital fever duration, alanine aminotransferase level, lactate dehydrogenase level, C-reactive protein level, lung consolidation and co-infection with virus were risk factors for prediction of severe macrolide-resistant MPP.The nomogram model based on the above factors had a good prediction efficiency, which was conducive to early identification of severe cases with macrolide-resistant, and taking early effective interventions to improve the prognosis.
目的 探究肺炎支原体(MP)感染大叶性肺炎患儿常规通气、脉冲振荡肺功能特点。方法 将2022年5月—2023年5月广州市妇女儿童医疗中心收治的90例MP感染大叶性肺炎患儿为观察组,通气体检健康儿童50例为对照组,依据病变将累及多肺叶作为观察A组(10例),累及单肺叶作为观察B组(80例)。均接受常规通气与脉冲振荡肺功能测定,观察测定结果,以此为基础,分析肺功能特点。结果 观察组各常规通气肺功能指标测定结果均低于对照组健康儿童,差异有统计学意义(P<0.05)。观察组R5、R20的实测值/预计值高于对照组,X5实测值低于对照组,差异有统计学意义(P<0.05)。气道阻力指标与肺功能呈负相关关系(P<0.05)。观察组两组最大肺活量(VCMAX)、呼气流量峰值(PEF)、用力肺活量(FVC)75%、FVC50%、FVC25%的实测值/预计值差异无统计学意义,观察A组患儿FVC、FEV1的实测值/预计值低于观察B组患儿,差异有统计学意义(P<0.05)。两组患儿脉冲振荡肺功能对比差异无统计学意义(P>0.05)。90例患儿中,常规通气异常患儿12例,患儿治疗前后VCMAX、FVC75%、FVC50%的实测值/预计值差异无统计学意义,患儿治疗前FVC、FEV1、PEF、FVC25%的实测值/预计值均低于治疗后,差异有统计学意义(P<0.05)。结论 常规通气与脉冲振荡相关性良好,气道阻力对VCMAX及FVC具有反向作用,MP感染大叶性肺炎主要表现为小气道通气功能受损,气道阻力升高。
Objective To explore the lung function characteristics of routine ventilation and pulse oscillation in children with lobar pneumonia infected with Mycoplasma pneumoniae(MP).Methods Ninety children with MP infected lobar pneumonia admitted to Guangzhou Women and Children's Medical Center from May 2022 to May 2023 were selected as the observation group,and 50 healthy children undergoing ventilation examination were selected as the control group.Based on the lesion,cases with multi lobar involvement were selected as the observation group A(10 cases),cases with single lobar involvement were selected as the observation group B(80 cases).All patients underwent routine ventilation and pulse oscillation received pulmonary function measurement,and the measurement results were observed.Based on this,the characteristics of lung function were analyzed.Results The results of routine ventilation lung function indicators in the observation group were lower than those in the control group,and the difference was statistically significant(P<0.05).The measured/expected values of R5 and R20 in the observation group were higher than those in the control group,while the measured values of X5 were lower than those in the control group,with statistical significance(P<0.05).There is a negative correlation between airway resistance indicators and lung function(P<0.05).The measured/predicted values of vital capacity max(VCMAX),peak expiratory flow(PEF),forced vital capacity(FVC)75%,FVC50%,and FVC25% in the observation group were not with statistically significant difference.The measured/predicted values of FVC and FEV1 in the observation group A were lower than those in the observation group B,and the difference was statistically significant(P<0.05).There was no statistically significant difference in pulmonary function between the two groups of pediatric patients with pulse oscillation(P>0.05).Among the 90 patients,12 had abnormal conventional ventilation.The measured/predicted values of VCMAX,FVC75%,and FVC50% before and after treatment were not significantly different.The measured/predicted values of FVC,FEV1,PEF,and FVC25% before treatment were lower than those after treatment,and the difference was statistically significant(P<0.05).Conclusions There is good correlation between conventional ventilation and pulse oscillation.Airway resistance has a reverse effect on VCMAX and FVC.MP infected lobar pneumonia is mainly characterized by impaired small airway ventilation function and increased airway resistance.
目的 分析儿童肺炎支原体肺炎(MPP)合并EB病毒(EBV)感染的临床表现及危险因素,以期进一步提升疾病预防及治疗有效率。方法 分析2020年4月—2022年4月间于我院进行入院治疗的MPP合并EBV感染患儿基本资料,选择84例进行研究,另选择单一EBV感染患儿作为对照组,对比两组患儿临床表现差异及各项指标,分析合并感染的危险因素。结果 一般资料上,研究组患儿低体质量、免疫力低下、流行病接触史占比均高于对照组,数据差异存在统计学意义(P<0.05);临床表现上,研究组患儿高热、发热时间≥10 d、呼吸困难、胸腔积液、侵犯多肺叶占比及白细胞、淋巴细胞指标均高于对照组,血小板、Hb低于对照组,数据差异存在统计学意义(P<0.05);经多因素分析发现,低体质量、免疫力低下、流行病接触史、高热、发热时间≥10 d、呼吸困难、胸腔积液、侵犯多肺叶、白细胞、血小板、Hb、淋巴细胞是MPP合并EBV感染的重要危险因素(P<0.05)。结论 儿童MPP合并EBV感染临床病症表现明显,且相较于单一EBV感染症状更为严重,医务人员需要根据患儿表现及相关危险因素及时予以准确诊断,对患儿实施针对性有效治疗,提升疾病治疗有效率。
目的 观察广州花都地区新冠疫情发生前后呼吸道肺炎支原体(MP)感染的流行病学特征,分析2018年—2019年(疫情前)和2020年—2021年(疫情后)期间的流行病学特点,为降低本地区的MP感染提供预防医学依据。方法 收集2018年1月—2021年12月于广州市中西医结合医院就诊的呼吸道感染患者51 005例,采用胶体金法检测血Mp- IgM抗体,对疫情前后年度、季节、性别和年龄段MP感染情况进行回顾性分析。结果 51 005例呼吸道感染患者中,MP感染总阳性率12.03%(6 134/5 1005),新冠疫情发生前(2018—2019)阳性率为19.11%(5 161/27 010),高于新冠疫情后(2020—2021)MP阳性率为4.06%(973/23 995)(χ2=2 721.32,P<0.001)。2018年和2019年(疫情前)不同季节MP检出率分别为:春季11.87%和17.76%,夏季13.26%和22.21%,秋季17.93%和24.59%,冬季14.20%和14.47%,以夏秋季阳性率高于春季和冬季;疫情后两年四季MP感染率均低于疫情前(P<0.001),春季和冬季阳性率略高于夏秋季节。4年来呼吸道感染患者中MP感染率男性(13.87%)与女性(14.09%)比较差异无统计学意义。且疫情前(18.91%,19.28%)显著高于疫情后(2.49%,2.69%),同时期不同性别阳性率比较差异无统计学意义。婴幼儿组(0~6岁),学龄儿童组(>6~14岁),青少年组(>14~30岁),中青年组(>30~60岁)及老年组(>60岁)MP阳性检出率分别为20.89%、29.98%、9.29%、5.55%和4.57%,不同年龄组间MP感染率差异有统计学意义(P<0.05),以学龄期儿童多见,其次为婴幼儿。结论 新冠疫情前后4年MP感染流行特点为:新冠疫情前后MP感染无性别差异;学龄期儿童和婴幼儿是高发人群;一年四季均可发病,疫情前两年夏秋季高发,疫情后两年四季发病率均较低且差异变小;新冠疫情下广州花都地区MP感染率显著低于疫情前,2019-nCov防控措施(佩戴口罩等)也减少了MP感染。
目的 探讨肺炎支原体核糖核酸恒温扩增技术(MP RNA-SAT)对儿童社区获得性肺炎(CAP)诊治的价值。方法 选择310例CAP的临床资料进行回顾性分析,其中肺炎支原体肺炎(MPP)和非肺炎支原体肺炎各155例,比较这两组的MP RNA-SAT和MP-IgM的检测结果。结果 以临床诊断为标准,RNA-SAT的特异度(97.4%)及阳性预测值(92.2%)高于IgM(分别为72.3%、74.4%),而敏感度(30.3%)及阴性预测值(58.3%)则低于IgM(分别为80.6%、78.9%),差异有统计学意义(P<0.05);年龄>3岁、检测前不使用大环内酯类药物以及选择肺泡灌洗液作为检测标本均能提高RNA-SAT的检出率(P<0.05)。结论 RNA-SAT能特异度识别出MP的活动性感染,联合使用RNA-SAT和IgM检测,能更加快速、准确地诊断MP感染,对儿童肺炎的诊治具有较高的价值。尽量在使用大环内酯类药物治疗前进行RNA-SAT检测,必要时可选择肺泡灌洗液作为检测标本以提高检出率。
Objective To investigate the value of Mycoplasma pneumoniae RNA simultaneous amplification and testing(MP RNA-SAT)in the diagnosis and treatment of community acquired pneumonia(CAP) in children. Methods The clinical data of 310 children with CAP were selected for retrospective analysis,including 155 Mycoplasma pneumonia pneumonia(MPP)and 155 non-MPP,and the results of MP RNA-SAT and MP-IgM in both groups were compared. Results With the results of clinical diagnosis as reference, the specificity (97.4%)or positive predictive value (92.2%)by RNA-SAT was higher than that by IgM (72.3% and 74.4%, respectively), while the sensitivity (30.3%)or negative predictive value (58.3%)was lower than that by IgM (80.6% and 78.9%, respectively).The difference was statistically significant (P<0.05). Age>3 years, no macrolide treatment before testing, or choosing bronchoalveolar lavage fluid as testing samples, that can improve the detection rate of RNA-SAT(P<0.05). Conclusion RNA-SAT may specifically identify active infection of MP, and the combined use of RNA-SAT and IgM test may more quickly and accurately diagnose infection of MP.It has high value for the diagnosis and treatment of community acquired pneumonia in children. RNA-SAT should be performed before the application of macrolide treatment as early as possible. If necessary, bronchoalveolar lavage fluid could be chosen as testing samples to improve the detection rate of RNA-SAT.
目的 了解龙川地区肺炎支原体耐药情况,以便临床合理运用抗生素。方法 收集2014年—2015年间疑似肺炎支原体感染住院小儿患者的咽分泌物标本2 666例,同时作Mp培养及IgM检查,同为阳性者共149例进行耐药性统计分析。结果 在2 666例疑似感染患者中,培养肺炎支原体阳性149例,阳性率为5.59%,学龄前儿童(≤3岁)患者阳性率2.06%,学龄儿童(4~15岁)阳性率9.79% ,学龄儿童感染肺炎支原体与学龄前儿童比较有显著差异(P<0.05)。其中红霉素、阿奇霉素、罗红霉素、克林霉素、依托红霉素、克拉霉素、乙酰螺旋霉、交沙霉素、加替沙星、莫西沙星、环丙沙星、左氧氟沙星、多西环素、米诺环素耐药率分别为2%、12.4%、4%、22% 、2%、1%、80%、44%、2%、15%、10%、1%、61%、44%。冬季感染与在其他季节比较有差异(P<0.05)。结论 阿奇霉素,红霉素为代表大环内脂类抗生素仍可以作为临床一线经验用药,乙酰螺旋霉、交沙霉素耐药率大于40%,不建议作为经验药物使用。喹诺酮类抗生素耐药率一般小于15%,可作为肺炎支原体治疗的第二选择。四环素类抗生素在本地区耐药性高,不建议作为经验药物使用。要加强预防冬季肺炎支原体感染。
目的 探究支气管镜联合雾化吸入药物对肺炎支原体肺炎患儿症状持续时间及肺部影像学好转情况。方法 选取94例肺炎支原体肺炎患儿为研究对象,以随机数字表法分为A组、B组,各47例,分别实施布地奈德雾化吸入治疗、支气管镜肺泡灌洗联合布地奈德雾化吸入治疗,比较两组症状持续时间、治疗后肺部影像改善情况、炎症指标水平及不良反应发生率。结果 B组体温恢复时间(2.73±0.51)d、咳嗽消失时间(5.98±1.24)d、住院时间(10.96±3.36)d,A组分别为(3.14±0.83)(7.06±2.33)(13.27±3.18)d,B组较A组短(t=2.885、2.809、3.423,均P<0.05);治疗后B组40.43%阴影完全消失、34.04%阴影显著缩小、23.40%阴影有所缩小、2.13%阴影改善不明显,A组分别为21.28%、36.17%、25.53%、17.02%,B组肺部阴影改善情况优于A组(Z=8.311,P<0.05);治疗前B组白细胞计数(WBC)、超敏C-反应蛋白(hs-CRP)、降钙素原(PCT)水平与A组相近(P>0.05);治疗后B组WBC(7.71±1.94)×109 /L、hs-CRP(4.96±1.44)mg/L、PCT(84.32±21.40)pg/mL,A组分别为(9.05±2.48)×109 /L、(6.17±1.85)mg/L、(105.46±34.02)pg/mL,B组水平较A组低(t=2.918、3.538、3.606,均P<0.05);B组不良反应发生率为8.52%,A组为4.26%,B与A组相近(χ 2 =0.178,P>0.05)。结论 对肺炎支原体肺炎患儿实施支气管镜联合雾化吸入药物治疗,可缩短康复时间,促进肺部阴影消退,降低其炎症指标水平,且未增加不良反应发生率。
Objective To investigate the effect of bronchoscopy combined with nebulized inhalation of medication on the duration of symptoms and pulmonary imaging conversion in children with Mycoplasma pneumoniae pneumonia(MPP).Methods A total of 94 children with MPP were selected as the research subjects and randomly divided into Group A and Group B using a random number table,with 47 cases in each group.They were treated with budesonide nebulization inhalation therapy and bronchoalveolar lavage combined with budesonide nebulization inhalation therapy,respectively.The duration of symptoms,improvement of lung imaging before and after treatment,levels of inflammatory indicators,and incidence of adverse reactions were compared between the two groups.The results showed that the temperature recovery time was(2.73±0.51)days,cough disappearance time was(5.98±1.24)days,and hospitalization time was(10.96±3.36)days in Group B,(3.14±0.83)days,(7.06±2.33)days,and(13.27±3.18)days in Group A,respectively.Durpation in Group B was shorter than Group A(t=2.885,2.809,3.423,all P<0.05). After treatment,40.43% of the shadows in Group B completely disappeared,34.04% of the shadows significantly reduced,23.40% of the shadows reduced,and 2.13% of the shadows showed no significant improvement,better than 21.28%,36.17%,25.53%,and 17.02% in Group A(Z=8.311,P<0.05). Before treatment,the white blood cell count(WBC),high-sensitivity C-reactive protein(hs CRP),and procalcitonin(PCT)levels in group B were similar to those in Group A(P>0.05).After treatment,the WBC(7.71±1.94)×109 /L,hs CRP(4.96±1.44)mg/L,and PCT(84.32±21.40)pg/mL in Group B were lower than those in Group A(9.05±2.48)×109 /L,(6.17±1.85)mg/L,and(105.46±34.02)pg/mL,respectively(t=2.918,3.538,3.606,all P<0.05).The incidence of adverse reactions in Group B was 8.52%,while in Group A it was 4.26%.The incidence of adverse reactions in group B was similar to that in group A(χ 2 =0.178,P>0.05).Conclusions Bronchoscopy combined with nebulized inhalation therapy for children with MPP can shorten the recovery time,promote the disappearance of lung shadows,reduce their inflammatory index levels,and without increasing the incidence of adverse reactions.