Development of the Propal-COPD tool to identify patients with COPD for proactive palliative care

International Journal of COPD

Volumn 12, Issue , 2017, Pages 2121-2128

  Duenk, R G ^a   Verhagen, C ^a   Bronkhorst, E M ^a   Djamin, R S ^b   Bosman, G J ^c   Lammers, E ^d   Dekhuijzen, P N R ^a   Vissers, K C P ^a   Engels, Y ^a   Heijdra, Y ^a  

^a RADBOUD UNIVERSITY MEDICAL CENTER   (Netherlands)

^b AMPHIA HOSPITAL   (Netherlands)

^c SLINGELAND HOSPITAL   (Netherlands)

^d GELRE HOSPITALS   (Netherlands)

Author keywords

COPD; Exacerbation; Mortality; Proactive palliative care; Prognosis

Indexed keywords

AGED; AREA UNDER THE CURVE; ARTICLE; BODY MASS; CHRONIC OBSTRUCTIVE LUNG DISEASE; CLINICAL COPD QUESTIONNAIRE; COMORBIDITY; CONTROLLED STUDY; DIAGNOSTIC TEST ACCURACY STUDY; DISEASE EXACERBATION; FEMALE; HOSPITALIZATION; HUMAN; MAJOR CLINICAL STUDY; MALE; MEDICAL HISTORY; MEDICAL RESEARCH COUNCIL DYSPNEA QUESTIONNAIRE; MORTALITY RATE; NETHERLANDS; OUTCOME ASSESSMENT; PALLIATIVE THERAPY; PREDICTION; PROACTIVE PALLIATIVE CARE; PROGNOSIS; PROPAL COPD TOOL; RECEIVER OPERATING CHARACTERISTIC; RESPIRATORY TRACT DISEASE ASSESSMENT; SENSITIVITY AND SPECIFICITY; CLINICAL DECISION MAKING; CLINICAL TRIAL; DECISION SUPPORT SYSTEM; FORCED EXPIRATORY VOLUME; GENERAL HOSPITAL; HOSPITAL READMISSION; LUNG; MIDDLE AGED; MORTALITY; MULTICENTER STUDY; MULTIVARIATE ANALYSIS; PATHOPHYSIOLOGY; PATIENT SELECTION; PREDICTIVE VALUE; QUESTIONNAIRE; RISK ASSESSMENT; RISK FACTOR; STATISTICAL MODEL; TIME FACTOR; TREATMENT OUTCOME;

AGED; AREA UNDER CURVE; BODY MASS INDEX; CLINICAL DECISION-MAKING; COMORBIDITY; DECISION SUPPORT TECHNIQUES; FEMALE; FORCED EXPIRATORY VOLUME; HOSPITALS, GENERAL; HUMANS; LOGISTIC MODELS; LUNG; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; NETHERLANDS; PALLIATIVE CARE; PATIENT READMISSION; PATIENT SELECTION; PREDICTIVE VALUE OF TESTS; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; RISK ASSESSMENT; RISK FACTORS; ROC CURVE; SURVEYS AND QUESTIONNAIRES; TIME FACTORS; TREATMENT OUTCOME;

EID: 85026396887     PISSN: 11769106     EISSN: 11782005     Source Type: Journal    
DOI: 10.2147/COPD.S140037     Document Type: Article

References (36)

1. Vestbo J, Hurd SS, Agusti AG, et al. Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med. 2013;187(4): 347–365.
2. Vermylen JH, Szmuilowicz E, Kalhan R. Palliative care in COPD: an unmet area for quality improvement. Int J Chron Obstruct Pulmon Dis. 2015;10:1543–1551.
3. World Health Organization (WHO) [webpage on the Internet]. WHO Definition of Palliative Care; 2012. Available from: http://www.who. int/cancer/palliative/definition/en/. Accessed December 15, 2016.
4. Patel K, Janssen DJ, Curtis JR. Advance care planning in COPD. Respirology. 2012;17(1):72–78.
5. Beernaert K, Cohen J, Deliens L, et al. Referral to palliative care in COPD and other chronic diseases: a population-based study. Respir Med. 2013;107(11):1731–1739.
6. Giacomini M, DeJean D, Simeonov D, Smith A. Experiences of living and dying with COPD: a systematic review and synthesis of the qualitative empirical literature. Ont Health Technol Assess Ser. 2012; 12(13):1–47.
7. Maas EA, Murray SA, Engels Y, Campbell C. What tools are available to identify patients with palliative care needs in primary care: a systematic literature review and survey of European practice. BMJ Support Palliat Care. 2013;3(4):444–451.
8. Dalgaard KM, Bergenholtz H, Nielsen ME, Timm H. Early integration of palliative care in hospitals: a systematic review on methods, barriers, and outcome. Palliat Support Care. 2014;12(6):495–513.
9. Dijk WD, Bemt L, Haak-Rongen S, et al. Multidimensional prognostic indices for use in COPD patient care. A systematic review. Respir Res. 2011;12:151.
10. Marin JM, Alfageme I, Almagro P, et al. Multicomponent indices to predict survival in COPD: the COCOMICS study. Eur Respir J. 2013; 42(2):323–332.
11. Coventry PA, Grande GE, Richards DA, Todd CJ. Prediction of appropriate timing of palliative care for older adults with non-malignant life-threat-ening disease: a systematic review. Age Ageing. 2005;34(3):218–227.
12. Epiphaniou E, Shipman C, Harding R, et al. Coordination of end-of-life care for patients with lung cancer and those with advanced COPD: are there transferable lessons? A longitudinal qualitative study. Prim Care Respir J. 2014;23(1):46–51.
13. Crawford EJ, Moudgil H, Srinivasan K, Naicker T, Ahmad N. Coordination of end-of-life care for patients with lung cancer and those with advanced COPD: a letter of response. NPJ Prim Care Respir Med. 2014;24:14030.
14. Kendall M, Buckingham S, Ferguson S, Hewitt N, Pinnock H. We need to stop looking for something that is not there. NPJ Prim Care Respir Med. 2014;24:14031.
15. Epiphaniou E, Shipman C, Harding R, et al. Avoid ‘prognostic paralysis’ – just get ahead and plan and co-ordinate care. NPJ Prim Care Respir Med. 2014;24:14085.
16. Steer J, Gibson GJ, Bourke SC. Predicting outcomes following hospitalization for acute exacerbations of COPD. QJM. 2010;103(11): 817–829.
17. Singanayagam A, Schembri S, Chalmers JD. Predictors of mortality in hospitalized adults with acute exacerbation of chronic obstructive pulmonary disease. Ann Am Thorac Soc. 2013;10(2):81–89.
18. Duenk RG, Heijdra Y, Verhagen SC, Dekhuijzen RP, Vissers KC, Engels Y. PROLONG: a cluster controlled trial to examine identification of patients with COPD with poor prognosis and implementation of proactive palliative care. BMC Pulm Med. 2014;14:54.
19. Burge S, Wedzicha JA. COPD exacerbations: definitions and classifications. Eur Respir J Suppl. 2003;41:46s–53s.
20. Lieberman D, Lieberman D, Gelfer Y, et al. Pneumonic vs nonpneu-monic acute exacerbations of COPD. Chest. 2002;122(4):1264–1270.
21. Chu CM, Chan VL, Lin AW, Wong IW, Leung WS, Lai CK. Readmission rates and life threatening events in COPD survivors treated with non-invasive ventilation for acute hypercapnic respiratory failure. Thorax. 2004;59(12):1020–1025.
22. Curtis JR. Palliative and end-of-life care for patients with severe COPD. Eur Respir J. 2008;32(3):796–803.
23. Murray S, Boyd K. Using the ‘surprise question’ can identify people with advanced heart failure and COPD who would benefit from a palliative care approach. Palliat Med. 2011;25(4):382.
24. Divo M, Cote C, de Torres JP, et al; BODE Collaborative Group. Comorbidities and risk of mortality in patients with chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2012;186(2):155–161.
25. Kocks JW, van den Berg JW, Kerstjens HA, et al. Day-to-day measurement of patient-reported outcomes in exacerbations of chronic obstructive pulmonary disease. Int J Chron Obstruct Pulmon Dis. 2013;8: 273–286.
26. Tsimogianni AM, Papiris SA, Stathopoulos GT, Manali ED, Roussos C, Kotanidou A. Predictors of outcome after exacerbation of chronic obstructive pulmonary disease. J Gen Intern Med. 2009;24(9):1043–1048.
27. Bestall JC, Paul EA, Garrod R, Garnham R, Jones PW, Wedzicha JA. Usefulness of the Medical Research Council (MRC) dyspnoea scale as a measure of disability in patients with chronic obstructive pulmonary disease. Thorax. 1999;54(7):581–586.
28. van der Molen T, Willemse BW, Schokker S, ten Hacken NH, Postma DS, Juniper EF. Development, validity and responsiveness of the Clinical COPD Questionnaire. Health Qual Life Outcomes. 2003;1:13.
29. Tibshirani R. The lasso method for variable selection in the Cox model. Stat Med. 1997;16(4):385–395.
30. Steyerberg E. Clinical Prediction Models, A Practical Approach to Development, Validation, and Updating. New York, NY: Springer; 2009.
31. Almagro P, Calbo E, Ochoa de Echaguen A, et al. Mortality after hospitalization for COPD. Chest. 2002;121(5):1441–1448.
32. Martinez-Rivera C, Portillo K, Munoz-Ferrer A, et al. Anemia is a mortality predictor in hospitalized patients for COPD exacerbation. COPD. 2012;9(3):243–250.
33. Gomez-Batiste X, Martinez-Munoz M, Blay C, et al. Utility of the NECPAL CCOMS-ICO(c) tool and the Surprise Question as screening tools for early palliative care and to predict mortality in patients with advanced chronic conditions: a cohort study. Palliat Med. Epub 2016 Nov 4.
34. Duenk RG, Verhagen SC, Janssen MA, et al. Consistency of medical record reporting of a set of indicators for proactive palliative care in patients with chronic obstructive pulmonary disease: a pilot study. Chron Respir Dis. 2017;14(1):63–71.
35. Almagro P, Soriano JB, Cabrera FJ, et al; Working Group on COPD, Spanish Society of Internal Medicine. Short- and medium-term prognosis in patients hospitalized for COPD exacerbation: the CODEX index. Chest. 2014;145(5):972–980.
36. Royston P, Altman DG, Sauerbrei W. Dichotomizing continuous predictors in multiple regression: a bad idea. Stat Med. 2006;25(1): 127–141.