Journal of Shandong University (Health Sciences) ›› 2024, Vol. 62 ›› Issue (10): 115-124.doi: 10.6040/j.issn.1671-7554.0.2024.0260

• Clinical Medicine • Previous Articles    

Comparison of different diaphragmatic ultrasound functional indices in predicting pulmonary complications after abdominal surgery

LI Hongmei1,2, CAI Min2, ZHOU Li1, YAO Xinyu1, LIU Li1   

  1. 1. Department of Anesthesiology, The Affiliated Hospital, Southwest Medical University, Luzhou 646000, Sichuan, China;
    2. Department of Anesthesiology, Chengdu Fifth Peoples Hospital, Chengdu 611130, Sichuan, China
  • Published:2024-10-12

Abstract: Objective To compare different diaphragmatic ultrasound functional indices, diaphragmatic excursion during quiet breathing(DE-QB), diaphragmatic excursion during deep breathing(DE-DB), thickening fraction of diaphragm(TFdi), in predicting postoperative pulmonary complications(PPCs)after abdominal surgery. Methods A total of 154 patients scheduled for elective laparoscopic abdominal surgery under general anesthesia were selected. DE-QB, DE-DB, and TFdi were measured by bedside ultrasound before and 24 hours after surgery. Postoperative pulmonary complications were recorded for 7 days. Patients were divided into two groups according to the occurrence of pulmonary complications: the pulmonary complications group(PPCs group, n=48)and the non-pulmonary complications group(n-PPCs group, n=106). The differences in diaphragm function indices between the two groups were compared, and those with significant differences were selected to plot ROC curves. The ROC curves were compared to assess the predictive value of three ultrasound diaphragmatic functional indices for postoperative pulmonary complications after abdominal surgery. A predictive model for postoperative pulmonary complications was created using Lasso Logistic regression analysis and compared with individual diaphragmatic functional indices. Results The differences in preoperative DE-QB, DE-DB, and TFdi between the two groups were not statistically significant(P>0.05). However, the postoperative DE-QB, DE-DB, and TFdi in the PPCs group were lower than those in the n-PPCs group, with statistically significant differences(P<0.001). The areas under the ROC curve(AUC)for postoperative DE-QB, DE-DB, and TFdi were 0.780, 0.779, and 0.713, respectively, with no significant differences. Patients were divided into high-risk PPCs and low-risk PPCs groups according to the optimal cut-off value of the ROC curves of the three functional indices. When patients were differentiated by postoperative DE-QB(optimal cut-off value of 0.93 cm), the incidence of pulmonary complications differed between the high-risk and the low-risk groups(14.1% vs. 61.8%, P<0.001); when patients were differentiated by postoperative DE-DB(optimal cut-off value of 2.41 cm), there was a difference in the incidence of pulmonary complications between the high-risk and the low-risk groups(13.3% vs. 56.3%, P<0.001); when patients were differentiated by postoperative TFdi(optimal cut-off value of 0.23), there was a difference in the incidence of pulmonary complications between the high-risk and the low-risk groups(16.5% vs. 52.4%, P<0.001). By Lasso Logistic regression analysis, the final risk factors included in the prediction model were age, smoking history, duration of surgery, DE-QB(postoperative), and DE-DB(postoperative), and the Lasso Logistic regression model(AUC=0.851)outperformed any single index of diaphragm function. Conclusion The DE-QB, DE-DB and TFdi measured at 24h post-operatively alone can predict the occurrence of post-operative pulmonary complications(PPCs)to some extent when used individually, however the measurement of diaphragmatic excursion(DE)provided better predictive value for PPCs than TFdi. The predictive model established by Lasso Logistic regression can better predict the incidence of PPCs than any single diaphragm function index.

Key words: Diaphragm excursion, Fraction of diaphragm thickening, Abdominal surgery, Ultrasound, Pulmonary complications

CLC Number: 

  • R572
[1] Patel Z, Franz CK, Bharat A, et al. Diaphragm and phrenic nerve ultrasound in COVID-19 patients and beyond: imaging technique, findings, and clinical applications[J]. J Ultrasound Med, 2022, 41(2): 285-299.
[2] 陈颖, 易杰. 膈肌超声在麻醉管理中的应用进展[J]. 中国医学科学院学报,2022, 44(5): 891-898. CHEN Ying, YI Jie. Advances of diaphragm ultrasound in anesthesia management [J]. Academiae Medicinae Sinicae, 2022, 44(5): 891-898.
[3] Huang YT, Lin YJ, Hung CH, et al. The fully engaged inspiratory muscle training reduces postoperative pulmonary complications rate and increased respiratory muscle function in patients with upper abdominal surgery: a randomized controlled trial[J]. Ann Med, 2022, 54(1): 2222-2232.
[4] Kim SH, Na S, Choi JS, et al. An evaluation of diaphragmatic movement by M-mode sonography as a predictor of pulmonary dysfunction after upper abdominal surgery[J]. Anesth Analg, 2010, 110(5): 1349-1354.
[5] Laghlam D, Naudin C, Srour A, et al. Persistent diaphragm dysfunction after cardiac surgery is associated with adverse respiratory outcomes: a prospective observational ultrasound study[J]. Can J Anaesth, 2023, 70(2): 228-236.
[6] 岳红,王小文, 李林峻, 等. 膈肌移动度与肺切除术后肺部并发症及近期预后的关系[J]. 临床超声医学杂志, 2021, 23(4): 276-279. YUE Hong, WANG Xiaowen, LI Linjun, et al. Relationship between diaphragmatic excursion and pulmonary complications and short-term prognosis after pneumonectomy [J]. Journal of Clinical Ultrasound in Medicine, 2021, 23(4): 276-279.
[7] Laghi FA, Saad M, Shaikh H. Ultrasound and non-ultrasound imaging techniques in the assessment of diaphragmatic dysfunction[J]. BMC Pulm Med, 2021, 21(1): 85.
[8] Kilaru D, Panebianco N, Baston C. Diaphragm ultrasound in weaning from mechanical ventilation[J]. Chest, 2021, 159(3): 1166-1172.
[9] Boon AJ, Sekiguchi H, Harper CJ, et al. Sensitivity and specificity of diagnostic ultrasound in the diagnosis of phrenic neuropathy[J]. Neurology, 2014, 83(14): 1264-1270.
[10] Haaksma ME, Smit JM, Boussuges A, et al. Expert consensus On Diaphragm UltraSonography in the critically ill(EXODUS): a Delphi consensus statement on the measurement of diaphragm ultrasound-derived parameters in a critical care setting[J]. Crit Care, 2022, 26(1): 99.
[11] 陈梦, 王白冰, 王丹丹, 等. 超声评估膈肌功能的应用进展[J]. 临床超声医学杂志, 2022, 24(5): 378-381. CHEN Meng, WANG Baibing, WANG Dandan, et al. Application progress of ultrasound evaluation of diaphragm function. [J]. Journal of Clinical Ultrasound in Medicine, 2022, 24(5): 378-381.
[12] Thilen SR, Weigel WA, Todd MM, et al. 2023 American society of anesthesiologists practice guidelines for monitoring and antagonism of neuromuscular blockade: a report by the American society of anesthesiologists task force on neuromuscular blockade[J]. Anesthesiology, 2023, 138(1): 13-41.
[13] Spadaro S, Grasso S, Dres M, et al. Point of care ultrasound to identify diaphragmatic dysfunction after thoracic surgery[J]. Anesthesiology, 2019, 131(2): 266-278.
[14] Goligher EC, Dres M, Fan E, et al. Mechanical ventilation-induced diaphragm atrophy strongly impacts clinical outcomes[J]. Am J Respir Crit Care Med, 2018, 197(2): 204-213.
[15] Summerhill EM, El-Sameed YA, Glidden TJ, et al. Monitoring recovery from diaphragm paralysis with ultrasound[J]. Chest, 2008, 133(3): 737-743.
[16] Jammer I, Wickboldt N, Sander M, et al. Standards for definitions and use of outcome measures for clinical effectiveness research in perioperative medicine: European perioperative clinical outcome(EPCO)definitions: a statement from the ESA-ESICM joint taskforce on perioperative outcome measures[J]. Eur J Anaesthesiol, 2015, 32(2): 88-105.
[17] Katayama H, Kurokawa Y, Nakamura K, et al. Extended Clavien-Dindo classification of surgical complications: Japan clinical oncology group postoperative complications criteria[J]. Surg Today, 2016, 46(6): 668-685.
[18] Corbellini C, Boussuges A, Villafañe JH, et al. Diaphragmatic mobility loss in subjects with moderate to very severe COPD may improve after in-patient pulmonary rehabilitation[J]. Respir Care, 2018, 63(10): 1271-1280.
[19] Dubé BP, Dres M, Mayaux J, et al. Ultrasound evaluation of diaphragm function in mechanically ventilated patients: comparison to phrenic stimulation and prognostic implications[J]. Thorax, 2017, 72(9): 811-818.
[20] Goligher EC, Laghi F, Detsky ME, et al. Measuring diaphragm thickness with ultrasound in mechanically ventilated patients: feasibility, reproducibility and validity[J]. Intensive Care Med, 2015, 41(4): 734.
[21] Boussuges A, Gole Y, Blanc P. Diaphragmatic motion studied by m-mode ultrasonography: methods, reproducibility, and normal values[J]. Chest, 2009, 135(2): 391-400.
[22] 曹延祥, 刘朝阳, 程芮. 老年肝胆外科手术患者术后肺部并发症与膈肌功能的相关性[J]. 中华老年多器官疾病杂志, 2023, 22(2): 110-113. CAO Yanxiang, LIU Chaoyang, CHENG Rui. Correlation between postoperative pulmonary complications and diaphragm function in elderly patients undergoing hepatobiliary surgery [J]. Chinese Journal of Multiple Organ Dis eases in the Elderly, 2023, 22(2): 110-113.
[23] Cavayas YA, Eljaiek R, Rodrigue É, et al. Preoperative diaphragm function is associated with postoperative pulmonary complications after cardiac surgery[J]. Crit Care Med, 2019, 47(12): e966-e974.
[24] Poulard T, Bachasson D, Fossé Q, et al. Poor correlation between diaphragm thickening fraction and transdiaphragmatic pressure in mechanically ventilated patients and healthy subjects[J]. Anesthesiology, 2022, 136(1): 162-175.
[25] Tralhão A, Cavaleiro P, Arrigo M, et al. Early changes in diaphragmatic function evaluated using ultrasound in cardiac surgery patients: a cohort study[J]. J Clin Monit Comput, 2020, 34(3): 559-566.
[26] Ticinesi A, Meschi T, Narici MV, et al. Muscle ultrasound and sarcopenia in older individuals: a clinical perspective[J]. J Am Med Dir Assoc, 2017, 18(4): 290-300.
[27] Bordoni B, Morabito B, Simonelli M. Ageing of the diaphragm muscle[J]. Cureus, 2020, 12(1): e6645.
[28] Kokotovic D, Degett TH, Ekeloef S, et al. The ARISCAT score is a promising model to predict postoperative pulmonary complications after major emergency abdominal surgery: an external validation in a Danish cohort[J]. Eur J Trauma Emerg Surg, 2022, 48(5): 3863-3867.
[29] 王芳, 朱晓素, 王丽华. 胃癌术后患者肺部并发症风险预测logistic回归模型的建立[J]. 中国医药导报, 2023, 20(5): 116-119. WANG Fang, ZHU Xiaosu, WANG Lihua. Establishment of logistic regression model for predicting the risk of pulmonary complications in patients with gastric cancer after operation[J]. China Medical Herald, 2023, 20(5): 116-119.
[30] 任慧敏, 韩树池, 薛乾隆, 等.内质网应激在吸烟COPD模型小鼠膈肌细胞凋亡中的作用及机制研究[J]. 中国免疫学杂志, 2023, 39(1): 22-26. REN Huimin, HAN Shuchi, XUE Qianlong, et al. Effect and mechanism of endoplasmic reticulum stress in apoptosis of diaphragm cells in smoking induced COPD model mice [J]. Chinese Journal of Immunology, 2023, 39(1): 22-26.
[31] 曹雁, 陈雪, 刘胡青, 等. Aldrete评分、Steward评分、OAA/S评分在日间胸腔镜手术全麻术后苏醒的应用价值对比[J]. 国际麻醉学与复苏杂志, 2022, 43(9): 944-949. CAO Yan, CHEN Xue, LIUHuqing, et al. Comparison of the application value of aldrete score, steward score, and observers assessment of alterness/sedation score in recovery after daytime thoracoscopic surgery under general anesthesia [J]. Journal of Anesthesia and Resuscitation, 2022, 43(9): 944-949.
[32] Kim K, Jang DM, Park JY, et al. Changes of diaphragmatic excursion and lung compliance during major laparoscopic pelvic surgery: a prospective observational study[J]. PLoS One, 2018, 13(11): e0207841.
[33] Daniel M, Lang E, Huynh TM, et al. Prevalence and time-course of diaphragmatic dysfunction following lung resection: a repeated ultrasonic assessment[J]. Anaesth Crit Care Pain Med, 2022, 41(2): 101024.
[34] Boden I, Skinner EH, Browning L, et al. Preoperative physiotherapy for the prevention of respiratory complications after upper abdominal surgery: pragmatic, double blinded, multicentre randomised controlled trial[J]. Bmj, 2018, 360: j5916. doi:10.1136/bmj.j5916.
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