無創通氣失敗風險預測模型的研究進展_Chinese Journal of Respiratory and Critical Care Medicine

Authors：

劉春桃 ¹ , FU Min ² , CHEN Xi ¹ ,  YANG Bo ¹

1. ;
2. ;

Corresponding?author：

YANG Bo, Email: 503851@csu.edu.cn

Keywords：

DOI：

10.7507/1671-6205.202204056

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Citation： FU Min, CHEN Xi, YANG Bo. 無創通氣失敗風險預測模型的研究進展. Chinese Journal of Respiratory and Critical Care Medicine, 2022, 21(9): 678-684. doi: 10.7507/1671-6205.202204056 Copy

1.	Chandra D, Stamm JA, Taylor B, et al. Outcomes of noninvasive ventilation for acute exacerbations of chronic obstructive pulmonary disease in the United States, 1998-2008. Am J Respir Crit Care Med, 2012, 185(2): 152-159.
2.	Demoule A, Chevret S, Carlucci A, et al. Changing use of noninvasive ventilation in critically ill patients: trends over 15 years in francophone countries. Intensive Care Med, 2016, 42(1): 82-92.
3.	羅群, 陳榮昌. 無創正壓通氣臨床應用專家共識. 中華結核和呼吸雜志, 2009, 32(2): 86-98.
4.	張新超, 錢傳云, 張勁農, 等. 無創正壓通氣急診臨床實踐專家共識(2018). 臨床急診雜志, 2019, 20(1): 6-17.
5.	Davidson AC, Banham S, Elliott M, et al. BTS/ICS Guideline for the Ventilatory Management of Acute Hypercapnic Respiratory Failure in Adults. Thorax, 2016, 71 Suppl 2: ii1-35.
6.	Rochwerg B, Brochard L, Elliott MW, et al. Official ERS/ATS Clinical Practice Guidelines: Noninvasive Ventilation for Acute Respiratory Failure. Eur Respir J, 2017, 50(2): 1602426.
7.	Akashiba T, Ishikawa Y, Ishihara H, et al. The Japanese Respiratory Society Noninvasive Positive Pressure Ventilation (NPPV) Guidelines (second revised edition). Respir Investig, 2017, 55(1): 83-92.
8.	Moretti M, Cilione C, Tampieri A, et al. Incidence and causes of non-invasive mechanical ventilation failure after initial success. Thorax, 2000, 55(10): 819-825.
9.	Stefan MS, Priya A, Pekow PS, et al. The comparative effectiveness of noninvasive and invasive ventilation in patients with pneumonia. J Crit Care, 2018, 43: 190-196.
10.	Antonelli M, Conti G, Moro ML, et al. Predictors of failure of noninvasive positive pressure ventilation in patients with acute hypoxemic respiratory failure: a multi-center study. Intensive Care Med, 2001, 27(11): 1718-1728.
11.	Stefan MS, Nathanson BH, Lagu T, et al. Outcomes of noninvasive and invasive ventilation in patients hospitalized with asthma exacerbation. Ann Am Thorac Soc, 2016, 13(7): 1096-1104.
12.	Demoule A, Girou E, Richard JC, et al. Benefits and risks of success or failure of noninvasive ventilation. Intensive Care Med, 2006, 32(11): 1756-1765.
13.	Rodriguez A, Ferri C, Martin-Loeches I, et al. Risk factors for noninvasive ventilation failure in critically ill subjects with confirmed influenza infection. Respir Care, 2017, 62(10): 1307-1315.
14.	van Gemert JP, Brijker F. Intubation after noninvasive ventilation failure in chronic obstructive pulmonary disease: associated factors at emergency department presentation. Eur J Emerg Med, 2015, 22(1): 67-69.
15.	Pons-òdena M, Medina A, Modesto V, et al. ?Cuáles son los factores predictores de fracaso de ventilación no invasiva más fiables en una unidad de cuidados intensivos pediátricos? [What are the most reliable predictive factors of non-invasive ventilation failure in paediatric intensive care units?]. An Pediatr (Engl Ed), 2019, 91(5): 307-316.
16.	Ferreira JC, Medeiros PJr, Rego FM, et al. Risk factors for noninvasive ventilation failure in cancer patients in the intensive care unit: a retrospective cohort study. J Crit Care, 2015, 30(5): 1003-1007.
17.	Custodero C, Gandolfo F, Cella A, et al. Multidimensional prognostic index (MPI) predicts non-invasive ventilation failure in older adults with acute respiratory failure. Arch Gerontol Geriatr, 2021, 94: 104327.
18.	韓姍姍, 王瑾, 贠秀俐. 無創正壓通氣治療慢性阻塞性肺疾病合并呼吸衰竭失敗危險因素的Meta分析. 中國呼吸與危重監護雜志, 2021, 20(10): 694-702.
19.	Liu Y, An Z, Chen JQ, et al. Risk factors for noninvasive ventilation failure in patients with post-extubation acute respiratory failure after cardiac surgery. J Thorac Dis, 2018, 10(6): 3319-3328.
20.	Chawla R, Mansuriya J, Modi N, et al. Acute respiratory distress syndrome: predictors of noninvasive ventilation failure and intensive care unit mortality in clinical practice. J Crit Care, 2016, 31(1): 26-30.
21.	Jatoi S, Akhter S, Rizvi N, et al. Standard factors predicting success of non-invasive ventilation are useful in treating patients with POST Tuberculosis sequel. Pak Med Assoc, 2019, 69(8): 1146-1149.
22.	Liengswangwong W, Yuksen C, Thepkong T, et al. Early detection of non-invasive ventilation failure among acute respiratory failure patients in the emergency department. BMC Emerg Med, 2020, 20(1): 80.
23.	Ergan B, Nasi?owski J, Winck JC. How should we monitor patients with acute respiratory failure treated with noninvasive ventilation?. Eur Respir Rev, 2018, 27(148): 170101.
24.	Chawla RK, Yadav V, Banerjee S, et al. Predictors of success and failure of non-invasive ventilation use in type-2 respiratory failure. Indian J Tuberc, 2021, 68(1): 20-24.
25.	Duan J, Han XL, Bai LF, et al. Assessment of heart rate, acidosis, consciousness, oxygenation, and respiratory rate to predict noninvasive ventilation failure in hypoxemic patients. Intensive Care Med, 2017, 43(2): 192-199.
26.	Chen T, Bai LF, Hu WH, et al. Risk factors associated with late failure of noninvasive ventilation in patients with chronic obstructive pulmonary disease. Can Respir J, 2020, 2020: 8885464.
27.	任紅巖, 王月霞, 忽新剛, 等. 急性呼吸衰竭患者無創通氣治療失敗的影響因素分析. 中國實用醫刊, 2021, 48(8): 8-11.
28.	范小玉, 李秀. NPPV治療AECOPD合并重度呼吸性酸中毒失敗相關因素分析. 臨床肺科雜志, 2019, 24(5): 822-826.
29.	Nicolini A, Ferraioli G, Ferrari-Bravo M, et al. Early non-invasive ventilation treatment for respiratory failure due to severe community-acquired pneumonia. Clin Respir J, 2016, 10(1): 98-103.
30.	Bellani G, Laffey JG, Pham T, et al. Noninvasive ventilatio of patients with acute respiratory distress syndrome. Insights from the LUNG SAFE study. Am J Respir Crit Care Med, 2017, 195(1): 67-77.
31.	Hayek AJ, Scott V, Yau P, et al. Bedside risk stratification for mortality in patients with acute respiratory failure treated with noninvasive ventilation. Proc (Bayl Univ Med Cent), 2020, 33(2): 172-177.
32.	Park MJ, Cho JH, Chang Y, et al. Factors for predicting noninvasive ventilation failure in elderly patients with respiratory failure. J Clin Med, 2020, 9(7): 2116.
33.	Wang JR, Shang HM, Yang XY, et al. Procalcitonin, C-reactive protein, PaCO2, and noninvasive mechanical ventilation failure in chronic obstructive pulmonary disease exacerbation. Medicine (Baltimore), 2019, 98(17): e15171.
34.	Luo ZJ, Cao ZX. Risk factors for noninvasive ventilation failure in patients with acute cardiogenic pulmonary edema: a prospective, observational cohort study. J Crit Care, 2017, 40: 277-278.
35.	Frat JP, Ragot S, Coudroy R, et al. Predictors of intubation in patients with acute hypoxemic respiratory failure treated with a noninvasive oxygenation strategy. Crit Care Med, 2018, 46(1): 208-215.
36.	Joves-Sevi? B, Obradovi? D, Srdjan Stefanovi?, et al. General ward and pneumonia size as predictors of noninvasive ventilation failure. Srp Arh Celok Lek, 2016, 144(3-4): 142-145.
37.	Suttapanit K, Boriboon J, Sanguanwit P. Risk factors for non-invasive ventilation failure in influenza infection with acute respiratory failure in emergency department. Am J Emerg Med, 2021, 45: 368-373.
38.	李錄, 趙喆, 于鵬, 等. 急性高碳酸血癥呼吸衰竭老年患者無創通氣治療失敗風險評估模型研究. 中國臨床保健雜志, 2021, 24(1): 23-28.
39.	Steriade AT, Johari S, Sargarovschi N, et al. Predictors of outcome of noninvasive ventilation in severe COPD exacerbation. BMC Pulm Med, 2019, 19(1): 131.
40.	Thille AW, Contou D, Fragnoli C, et al. Non-invasive ventilation for acute hypoxemic respiratory failure: intubation rate and risk factors. Crit Care, 2013, 17(6): R269.
41.	Pilotto A, Ferrucci L, Franceschi M, et al. Development and validation of a multidimensional prognostic index for one-year mortality from comprehensive geriatric assessment in hospitalized older patients. Rejuvenation Res, 2008, 11(1): 151-161.
42.	Carrillo A, Lopez A, Carrillo L, et al. Validity of a clinical scale in predicting the failure of non-invasive ventilation in hypoxemic patients. J Crit Care, 2020, 60: 152-158.
43.	Shu WW, Guo SL, Yang FX, et al. Association between ARDS etiology and risk of noninvasive ventilation failure. Ann Am Thorac Soc, 2022, 19(2): 255-263.
44.	Quigley D, Jones S, Piccolo F, et al. Midland non-invasive ventilation score: a tool to predict non-invasive ventilation failure in people with acute hypercapnic respiratory failure. Intern Med J, 2020, 50(11): 1412-1415.
45.	Martinez-Urbistondo D, Alegre F, Carmona-Torre F, et al. Mortality prediction in patients undergoing non-invasive ventilation in intermediate care. PLoS One, 2015, 10(10): e0139702.
46.	Duan J, Wang SY, Liu P, et al. Early prediction of noninvasive ventilation failure in COPD patients: derivation, internal validation, and external validation of a simple risk score. Ann Intensive Care, 2019, 9(1): 108.
47.	Ding M, Han XL, Bai LF, et al. Impact of HACOR score on noninvasive ventilation failure in Non-COPD patients with acute-on-chronic respiratory failure. Can Respir J, 2021, 2021: 9960667.
48.	丁偉超, 許鐵, 燕憲亮, 等. AECOPD患者無創通氣成敗的危險因素評估. 中華災害救援醫學, 2021, 9(9): 1206-1210.
49.	Feng X, Pan S, Yan ML, et al. Dynamic prediction of late noninvasive ventilation failure in intensive care unit using a time adaptive machine model. Comput Methods Programs Biomed, 2021, 208: 106290.
50.	郭薇, 薛瀾. 互聯網醫療的現實定位與未來發展. 探索, 2016, (6): 142-148.
51.	Weng Y, Fang Y, Yan HY, et al. Bayesian non-parametric classification with tree-based feature transformation for NIPPV efficacy prediction in COPD patients. IEEE Access, 2019, 7: 177774-177783.
52.	Liang N, Wang CL, Duan J, et al. Efficacy prediction of noninvasive ventilation failure based on the stacking ensemble algorithm and autoencoder. BMC Med Inform Decis Mak, 2022, 22(1): 27.
53.	單夢田, 陳榮昌, 龐曉倩, 等. 無創通氣連接方式的研究進展. 中華結核和呼吸雜志, 2020, 43(10): 881-885.
54.	丁雅剛, 齊曉科, 趙元. 冠狀動脈旁路移植術風險預測模型的研究進展. 中國胸心血管外科臨床雜志, 2016, 23(12): 1177-1182.

1. Chandra D, Stamm JA, Taylor B, et al. Outcomes of noninvasive ventilation for acute exacerbations of chronic obstructive pulmonary disease in the United States, 1998-2008. Am J Respir Crit Care Med, 2012, 185(2): 152-159.
2. Demoule A, Chevret S, Carlucci A, et al. Changing use of noninvasive ventilation in critically ill patients: trends over 15 years in francophone countries. Intensive Care Med, 2016, 42(1): 82-92.
3. 羅群, 陳榮昌. 無創正壓通氣臨床應用專家共識. 中華結核和呼吸雜志, 2009, 32(2): 86-98.
4. 張新超, 錢傳云, 張勁農, 等. 無創正壓通氣急診臨床實踐專家共識(2018). 臨床急診雜志, 2019, 20(1): 6-17.
5. Davidson AC, Banham S, Elliott M, et al. BTS/ICS Guideline for the Ventilatory Management of Acute Hypercapnic Respiratory Failure in Adults. Thorax, 2016, 71 Suppl 2: ii1-35.
6. Rochwerg B, Brochard L, Elliott MW, et al. Official ERS/ATS Clinical Practice Guidelines: Noninvasive Ventilation for Acute Respiratory Failure. Eur Respir J, 2017, 50(2): 1602426.
7. Akashiba T, Ishikawa Y, Ishihara H, et al. The Japanese Respiratory Society Noninvasive Positive Pressure Ventilation (NPPV) Guidelines (second revised edition). Respir Investig, 2017, 55(1): 83-92.
8. Moretti M, Cilione C, Tampieri A, et al. Incidence and causes of non-invasive mechanical ventilation failure after initial success. Thorax, 2000, 55(10): 819-825.
9. Stefan MS, Priya A, Pekow PS, et al. The comparative effectiveness of noninvasive and invasive ventilation in patients with pneumonia. J Crit Care, 2018, 43: 190-196.
10. Antonelli M, Conti G, Moro ML, et al. Predictors of failure of noninvasive positive pressure ventilation in patients with acute hypoxemic respiratory failure: a multi-center study. Intensive Care Med, 2001, 27(11): 1718-1728.
11. Stefan MS, Nathanson BH, Lagu T, et al. Outcomes of noninvasive and invasive ventilation in patients hospitalized with asthma exacerbation. Ann Am Thorac Soc, 2016, 13(7): 1096-1104.
12. Demoule A, Girou E, Richard JC, et al. Benefits and risks of success or failure of noninvasive ventilation. Intensive Care Med, 2006, 32(11): 1756-1765.
13. Rodriguez A, Ferri C, Martin-Loeches I, et al. Risk factors for noninvasive ventilation failure in critically ill subjects with confirmed influenza infection. Respir Care, 2017, 62(10): 1307-1315.
14. van Gemert JP, Brijker F. Intubation after noninvasive ventilation failure in chronic obstructive pulmonary disease: associated factors at emergency department presentation. Eur J Emerg Med, 2015, 22(1): 67-69.
15. Pons-òdena M, Medina A, Modesto V, et al. ?Cuáles son los factores predictores de fracaso de ventilación no invasiva más fiables en una unidad de cuidados intensivos pediátricos? [What are the most reliable predictive factors of non-invasive ventilation failure in paediatric intensive care units?]. An Pediatr (Engl Ed), 2019, 91(5): 307-316.
16. Ferreira JC, Medeiros PJr, Rego FM, et al. Risk factors for noninvasive ventilation failure in cancer patients in the intensive care unit: a retrospective cohort study. J Crit Care, 2015, 30(5): 1003-1007.
17. Custodero C, Gandolfo F, Cella A, et al. Multidimensional prognostic index (MPI) predicts non-invasive ventilation failure in older adults with acute respiratory failure. Arch Gerontol Geriatr, 2021, 94: 104327.
18. 韓姍姍, 王瑾, 贠秀俐. 無創正壓通氣治療慢性阻塞性肺疾病合并呼吸衰竭失敗危險因素的Meta分析. 中國呼吸與危重監護雜志, 2021, 20(10): 694-702.
19. Liu Y, An Z, Chen JQ, et al. Risk factors for noninvasive ventilation failure in patients with post-extubation acute respiratory failure after cardiac surgery. J Thorac Dis, 2018, 10(6): 3319-3328.
20. Chawla R, Mansuriya J, Modi N, et al. Acute respiratory distress syndrome: predictors of noninvasive ventilation failure and intensive care unit mortality in clinical practice. J Crit Care, 2016, 31(1): 26-30.
21. Jatoi S, Akhter S, Rizvi N, et al. Standard factors predicting success of non-invasive ventilation are useful in treating patients with POST Tuberculosis sequel. Pak Med Assoc, 2019, 69(8): 1146-1149.
22. Liengswangwong W, Yuksen C, Thepkong T, et al. Early detection of non-invasive ventilation failure among acute respiratory failure patients in the emergency department. BMC Emerg Med, 2020, 20(1): 80.
23. Ergan B, Nasi?owski J, Winck JC. How should we monitor patients with acute respiratory failure treated with noninvasive ventilation?. Eur Respir Rev, 2018, 27(148): 170101.
24. Chawla RK, Yadav V, Banerjee S, et al. Predictors of success and failure of non-invasive ventilation use in type-2 respiratory failure. Indian J Tuberc, 2021, 68(1): 20-24.
25. Duan J, Han XL, Bai LF, et al. Assessment of heart rate, acidosis, consciousness, oxygenation, and respiratory rate to predict noninvasive ventilation failure in hypoxemic patients. Intensive Care Med, 2017, 43(2): 192-199.
26. Chen T, Bai LF, Hu WH, et al. Risk factors associated with late failure of noninvasive ventilation in patients with chronic obstructive pulmonary disease. Can Respir J, 2020, 2020: 8885464.
27. 任紅巖, 王月霞, 忽新剛, 等. 急性呼吸衰竭患者無創通氣治療失敗的影響因素分析. 中國實用醫刊, 2021, 48(8): 8-11.
28. 范小玉, 李秀. NPPV治療AECOPD合并重度呼吸性酸中毒失敗相關因素分析. 臨床肺科雜志, 2019, 24(5): 822-826.
29. Nicolini A, Ferraioli G, Ferrari-Bravo M, et al. Early non-invasive ventilation treatment for respiratory failure due to severe community-acquired pneumonia. Clin Respir J, 2016, 10(1): 98-103.
30. Bellani G, Laffey JG, Pham T, et al. Noninvasive ventilatio of patients with acute respiratory distress syndrome. Insights from the LUNG SAFE study. Am J Respir Crit Care Med, 2017, 195(1): 67-77.
31. Hayek AJ, Scott V, Yau P, et al. Bedside risk stratification for mortality in patients with acute respiratory failure treated with noninvasive ventilation. Proc (Bayl Univ Med Cent), 2020, 33(2): 172-177.
32. Park MJ, Cho JH, Chang Y, et al. Factors for predicting noninvasive ventilation failure in elderly patients with respiratory failure. J Clin Med, 2020, 9(7): 2116.
33. Wang JR, Shang HM, Yang XY, et al. Procalcitonin, C-reactive protein, PaCO2, and noninvasive mechanical ventilation failure in chronic obstructive pulmonary disease exacerbation. Medicine (Baltimore), 2019, 98(17): e15171.
34. Luo ZJ, Cao ZX. Risk factors for noninvasive ventilation failure in patients with acute cardiogenic pulmonary edema: a prospective, observational cohort study. J Crit Care, 2017, 40: 277-278.
35. Frat JP, Ragot S, Coudroy R, et al. Predictors of intubation in patients with acute hypoxemic respiratory failure treated with a noninvasive oxygenation strategy. Crit Care Med, 2018, 46(1): 208-215.
36. Joves-Sevi? B, Obradovi? D, Srdjan Stefanovi?, et al. General ward and pneumonia size as predictors of noninvasive ventilation failure. Srp Arh Celok Lek, 2016, 144(3-4): 142-145.
37. Suttapanit K, Boriboon J, Sanguanwit P. Risk factors for non-invasive ventilation failure in influenza infection with acute respiratory failure in emergency department. Am J Emerg Med, 2021, 45: 368-373.
38. 李錄, 趙喆, 于鵬, 等. 急性高碳酸血癥呼吸衰竭老年患者無創通氣治療失敗風險評估模型研究. 中國臨床保健雜志, 2021, 24(1): 23-28.
39. Steriade AT, Johari S, Sargarovschi N, et al. Predictors of outcome of noninvasive ventilation in severe COPD exacerbation. BMC Pulm Med, 2019, 19(1): 131.
40. Thille AW, Contou D, Fragnoli C, et al. Non-invasive ventilation for acute hypoxemic respiratory failure: intubation rate and risk factors. Crit Care, 2013, 17(6): R269.
41. Pilotto A, Ferrucci L, Franceschi M, et al. Development and validation of a multidimensional prognostic index for one-year mortality from comprehensive geriatric assessment in hospitalized older patients. Rejuvenation Res, 2008, 11(1): 151-161.
42. Carrillo A, Lopez A, Carrillo L, et al. Validity of a clinical scale in predicting the failure of non-invasive ventilation in hypoxemic patients. J Crit Care, 2020, 60: 152-158.
43. Shu WW, Guo SL, Yang FX, et al. Association between ARDS etiology and risk of noninvasive ventilation failure. Ann Am Thorac Soc, 2022, 19(2): 255-263.
44. Quigley D, Jones S, Piccolo F, et al. Midland non-invasive ventilation score: a tool to predict non-invasive ventilation failure in people with acute hypercapnic respiratory failure. Intern Med J, 2020, 50(11): 1412-1415.
45. Martinez-Urbistondo D, Alegre F, Carmona-Torre F, et al. Mortality prediction in patients undergoing non-invasive ventilation in intermediate care. PLoS One, 2015, 10(10): e0139702.
46. Duan J, Wang SY, Liu P, et al. Early prediction of noninvasive ventilation failure in COPD patients: derivation, internal validation, and external validation of a simple risk score. Ann Intensive Care, 2019, 9(1): 108.
47. Ding M, Han XL, Bai LF, et al. Impact of HACOR score on noninvasive ventilation failure in Non-COPD patients with acute-on-chronic respiratory failure. Can Respir J, 2021, 2021: 9960667.
48. 丁偉超, 許鐵, 燕憲亮, 等. AECOPD患者無創通氣成敗的危險因素評估. 中華災害救援醫學, 2021, 9(9): 1206-1210.
49. Feng X, Pan S, Yan ML, et al. Dynamic prediction of late noninvasive ventilation failure in intensive care unit using a time adaptive machine model. Comput Methods Programs Biomed, 2021, 208: 106290.
50. 郭薇, 薛瀾. 互聯網醫療的現實定位與未來發展. 探索, 2016, (6): 142-148.
51. Weng Y, Fang Y, Yan HY, et al. Bayesian non-parametric classification with tree-based feature transformation for NIPPV efficacy prediction in COPD patients. IEEE Access, 2019, 7: 177774-177783.
52. Liang N, Wang CL, Duan J, et al. Efficacy prediction of noninvasive ventilation failure based on the stacking ensemble algorithm and autoencoder. BMC Med Inform Decis Mak, 2022, 22(1): 27.
53. 單夢田, 陳榮昌, 龐曉倩, 等. 無創通氣連接方式的研究進展. 中華結核和呼吸雜志, 2020, 43(10): 881-885.
54. 丁雅剛, 齊曉科, 趙元. 冠狀動脈旁路移植術風險預測模型的研究進展. 中國胸心血管外科臨床雜志, 2016, 23(12): 1177-1182.

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