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Published in: Health and Quality of Life Outcomes 1/2021

Open Access 01-12-2021 | Esophagus Resection | Research

Responsiveness and convergent validity of QLU-C10D and EQ-5D-3L in assessing short-term quality of life following esophagectomy

Authors: Norma B. Bulamu, Ravi Vissapragada, Gang Chen, Julie Ratcliffe, Louise A. Mudge, B. Mark Smithers, Elizabeth A. Isenring, Lorelle Smith, Glyn G. Jamieson, David I. Watson, The Australian Immunonutrition Study Group

Published in: Health and Quality of Life Outcomes | Issue 1/2021

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Abstract

Aim

This study assessed the responsiveness and convergent validity of two preference-based measures; the newly developed cancer-specific EORTC Quality of Life Utility Measure-Core 10 dimensions (QLU-C10D) relative to the generic three-level version of the EuroQol 5 dimensions (EQ-5D-3L) in evaluating short-term health related quality of life (HRQoL) outcomes after esophagectomy.

Methods

Participants were enrolled in a multicentre randomised controlled trial to determine the impact of preoperative and postoperative immunonutrition versus standard nutrition in patients with esophageal cancer. HRQoL was assessed seven days before and 42 days after esophagectomy. Standardized Response Mean and Effect Size were calculated to assess responsiveness. Ceiling effects for each dimension were calculated as the proportion of the best level responses for that dimension at follow-up/post-operatively. Convergent validity was assessed using Spearman’s correlation and the level of agreement was explored using Bland–Altman plots.

Results

Data from 164 respondents (mean age: 63 years, 81% male) were analysed. HRQoL significantly reduced on both measures with large effect sizes (> 0.80), and a greater mean difference (0.29 compared to 0.16) on QLU-C10D. Both measures had ceiling effects (> 15%) on all dimensions at baseline. Following esophagectomy, ceiling effects were observed with self-care (86%), mobility (67%), anxiety/depression (55%) and pain/discomfort (19%) dimensions on EQ-5D-3L. For QLU-C10D ceiling effects were observed with emotional function (53%), physical function (16%), nausea (35%), sleep (31%), bowel problems (21%) and pain (20%). A strong correlation (r = 0.71) was observed between EQ-5D-3L anxiety and QLU-C10D emotional function dimensions. Good agreement (3.7% observations outside the limits of agreement) was observed between the utility scores.

Conclusion

The QLU-C10D is comparable to the more widely applied generic EQ-5D-3L, however, QLU-C10D was more sensitive to short-term utility changes following esophagectomy. Cognisant of requirements by policy makers to apply generic utility measures in cost effectiveness studies, the disease-specific QLU-C10D should be used alongside the generic measures like EQ-5D-3L.
Trial registration: The trial was registered with the Australian New Zealand Clinical Trial Registry (ACTRN12611000178943) on the 15th of February 2011.
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Literature
1.
go back to reference Huang J, Koulaouzidis A, Marlicz W, Lok V, Chu C, Ngai CH, Zhang L, Chen P, Wang S, Yuan J, Lao X-Q, Tse SLA, Xu W, Zheng Z-J, Xie S-H, Wong MCS. Global burden, risk factors, and trends of esophageal cancer: an analysis of cancer registries from 48 countries. Cancers. 2021;13(1):141.PubMedCentralCrossRef Huang J, Koulaouzidis A, Marlicz W, Lok V, Chu C, Ngai CH, Zhang L, Chen P, Wang S, Yuan J, Lao X-Q, Tse SLA, Xu W, Zheng Z-J, Xie S-H, Wong MCS. Global burden, risk factors, and trends of esophageal cancer: an analysis of cancer registries from 48 countries. Cancers. 2021;13(1):141.PubMedCentralCrossRef
2.
go back to reference Arnold M, Soerjomataram I, Ferlay J, Forman D. Global incidence of oesophageal cancer by histological subtype in 2012. Gut. 2015;64(3):381–7.PubMedCrossRef Arnold M, Soerjomataram I, Ferlay J, Forman D. Global incidence of oesophageal cancer by histological subtype in 2012. Gut. 2015;64(3):381–7.PubMedCrossRef
4.
go back to reference Kim TJ, Lee KH, Kim YH, Sung SW, Jheon S, Cho SK, Lee KW. Postoperative imaging of esophageal cancer: what chest radiologists need to know. Radiographics. 2007;27(2):409–29.PubMedCrossRef Kim TJ, Lee KH, Kim YH, Sung SW, Jheon S, Cho SK, Lee KW. Postoperative imaging of esophageal cancer: what chest radiologists need to know. Radiographics. 2007;27(2):409–29.PubMedCrossRef
5.
go back to reference Short MN, Aloia TA, Ho V. The influence of complications on the costs of complex cancer surgery. Cancer. 2014;120(7):1035–41.PubMedCrossRef Short MN, Aloia TA, Ho V. The influence of complications on the costs of complex cancer surgery. Cancer. 2014;120(7):1035–41.PubMedCrossRef
6.
go back to reference Khullar OV, Jiang R, Force SD, Pickens A, Sancheti MS, Ward K, Gillespie T, Fernandez FG. Transthoracic versus transhiatal resection for esophageal adenocarcinoma of the lower esophagus: a value-based comparison. J Surg Oncol. 2015;112(5):517–23.PubMedPubMedCentralCrossRef Khullar OV, Jiang R, Force SD, Pickens A, Sancheti MS, Ward K, Gillespie T, Fernandez FG. Transthoracic versus transhiatal resection for esophageal adenocarcinoma of the lower esophagus: a value-based comparison. J Surg Oncol. 2015;112(5):517–23.PubMedPubMedCentralCrossRef
7.
go back to reference Harris A, Bulfone L. Getting value for money: The Australian experience. In: Jost TS (ed) Health care coverage determinations: an international comparative study. Maidenhead: Open University Press, McGraw-Hill International. 2004 Harris A, Bulfone L. Getting value for money: The Australian experience. In: Jost TS (ed) Health care coverage determinations: an international comparative study. Maidenhead: Open University Press, McGraw-Hill International. 2004
8.
go back to reference National Institute for Health and Care Excellence. Guide to the methods of technology appraisal 2013. In NICE (Ed) 2013. National Institute for Health and Care Excellence. Guide to the methods of technology appraisal 2013. In NICE (Ed) 2013.
9.
go back to reference Lorgelly PK, Doble B, Rowen D, Brazier J. Condition-specific or generic preference-based measures in oncology? A comparison of the EORTC-8D and the EQ-5D-3L. Qual Life Res. 2017;26(5):1163–76.PubMedCrossRef Lorgelly PK, Doble B, Rowen D, Brazier J. Condition-specific or generic preference-based measures in oncology? A comparison of the EORTC-8D and the EQ-5D-3L. Qual Life Res. 2017;26(5):1163–76.PubMedCrossRef
10.
go back to reference Teckle P, Peacock S, McTaggart-Cowan H, van der Hoek K, Chia S, Melosky B, Gelmon K. The ability of cancer-specific and generic preference-based instruments to discriminate across clinical and self-reported measures of cancer severities. Health Qual Life Outcomes. 2011;9:106–106.PubMedPubMedCentralCrossRef Teckle P, Peacock S, McTaggart-Cowan H, van der Hoek K, Chia S, Melosky B, Gelmon K. The ability of cancer-specific and generic preference-based instruments to discriminate across clinical and self-reported measures of cancer severities. Health Qual Life Outcomes. 2011;9:106–106.PubMedPubMedCentralCrossRef
11.
go back to reference King MT, Costa DS, Aaronson NK, Brazier JE, Cella DF, Fayers PM, Grimison P, Janda M, Kemmler G, Norman R, Pickard AS, Rowen D, Velikova G, Young TA, Viney R. QLU-C10D: a health state classification system for a multi-attribute utility measure based on the EORTC QLQ-C30. Qual Life Res. 2016;25(3):625–36.PubMedCrossRef King MT, Costa DS, Aaronson NK, Brazier JE, Cella DF, Fayers PM, Grimison P, Janda M, Kemmler G, Norman R, Pickard AS, Rowen D, Velikova G, Young TA, Viney R. QLU-C10D: a health state classification system for a multi-attribute utility measure based on the EORTC QLQ-C30. Qual Life Res. 2016;25(3):625–36.PubMedCrossRef
12.
go back to reference Rowen D, Brazier J, Young T, Gaugris S, Craig BM, King MT, Velikova G. Deriving a preference-based measure for cancer using the EORTC QLQ-C30. Value Health J Int Soc Pharmacoecon Outcomes Res. 2011;14(5):721–31.CrossRef Rowen D, Brazier J, Young T, Gaugris S, Craig BM, King MT, Velikova G. Deriving a preference-based measure for cancer using the EORTC QLQ-C30. Value Health J Int Soc Pharmacoecon Outcomes Res. 2011;14(5):721–31.CrossRef
13.
go back to reference Brazier J, Ratcliffe J, Salomon AJ, Tsuchiya A. Methods for obtaining health state values: generic preference based measures of health and the alternatives. In Measuring and valuing health benefits for economic evaluation (pp 175–256). New York: Oxford University Press. 2007 Brazier J, Ratcliffe J, Salomon AJ, Tsuchiya A. Methods for obtaining health state values: generic preference based measures of health and the alternatives. In Measuring and valuing health benefits for economic evaluation (pp 175–256). New York: Oxford University Press. 2007
14.
go back to reference Norman R, Viney R, Aaronson NK, Brazier JE, Cella D, Costa DS, Fayers PM, Kemmler G, Peacock S, Pickard AS, Rowen D, Street DJ, Velikova G, Young TA, King MT. Using a discrete choice experiment to value the QLU-C10D: feasibility and sensitivity to presentation format. Qual Life Res. 2016;25(3):637–49.PubMedCrossRef Norman R, Viney R, Aaronson NK, Brazier JE, Cella D, Costa DS, Fayers PM, Kemmler G, Peacock S, Pickard AS, Rowen D, Street DJ, Velikova G, Young TA, King MT. Using a discrete choice experiment to value the QLU-C10D: feasibility and sensitivity to presentation format. Qual Life Res. 2016;25(3):637–49.PubMedCrossRef
15.
go back to reference Rowen D, Young T, Brazier J, Gaugris S. Comparison of generic, condition-specific, and mapped health state utility values for multiple myeloma cancer. Value Health. 2012;15(8):1059–68.PubMedCrossRef Rowen D, Young T, Brazier J, Gaugris S. Comparison of generic, condition-specific, and mapped health state utility values for multiple myeloma cancer. Value Health. 2012;15(8):1059–68.PubMedCrossRef
16.
go back to reference Mudge LA, Watson DI, Smithers BM, Isenring EA, Smith L, Jamieson GG. Multicentre factorial randomized clinical trial of perioperative immunonutrition versus standard nutrition for patients undergoing surgical resection of oesophageal cancer. Br J Surg. 2018;105(10):1262–72.PubMedCrossRef Mudge LA, Watson DI, Smithers BM, Isenring EA, Smith L, Jamieson GG. Multicentre factorial randomized clinical trial of perioperative immunonutrition versus standard nutrition for patients undergoing surgical resection of oesophageal cancer. Br J Surg. 2018;105(10):1262–72.PubMedCrossRef
18.
go back to reference Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC, et al. The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993;85(5):365–76.PubMedCrossRef Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC, et al. The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993;85(5):365–76.PubMedCrossRef
19.
go back to reference Viney R, Norman R, King MT, Cronin P, Street DJ, Knox S, Ratcliffe J. Time trade-off derived EQ-5D weights for Australia. Value Health. 2011;14(6):928–36.PubMedCrossRef Viney R, Norman R, King MT, Cronin P, Street DJ, Knox S, Ratcliffe J. Time trade-off derived EQ-5D weights for Australia. Value Health. 2011;14(6):928–36.PubMedCrossRef
20.
go back to reference Gerlinger C, Bamber L, Leverkus F, Schwenke C, Haberland C, Schmidt G, Endrikat J. Comparing the EQ-5D-5L utility index based on value sets of different countries: impact on the interpretation of clinical study results. BMC Res Notes. 2019;12(1):18.PubMedPubMedCentralCrossRef Gerlinger C, Bamber L, Leverkus F, Schwenke C, Haberland C, Schmidt G, Endrikat J. Comparing the EQ-5D-5L utility index based on value sets of different countries: impact on the interpretation of clinical study results. BMC Res Notes. 2019;12(1):18.PubMedPubMedCentralCrossRef
21.
go back to reference Roudijk B, Donders ART, Stalmeier PFM. Cultural Values: Can They Explain Differences in Health Utilities between Countries? Med Decis Making. 2019;39(5):605–16.PubMedPubMedCentralCrossRef Roudijk B, Donders ART, Stalmeier PFM. Cultural Values: Can They Explain Differences in Health Utilities between Countries? Med Decis Making. 2019;39(5):605–16.PubMedPubMedCentralCrossRef
22.
go back to reference StataCorp. Stata Statistical Software: Release 15. College Station, TX: StataCorp LLC; 2017. StataCorp. Stata Statistical Software: Release 15. College Station, TX: StataCorp LLC; 2017.
23.
go back to reference Pickard AS, Neary MP, Cella D. Estimation of minimally important differences in EQ-5D utility and VAS scores in cancer. Health Qual Life Outcomes. 2007;5:70.PubMedPubMedCentralCrossRef Pickard AS, Neary MP, Cella D. Estimation of minimally important differences in EQ-5D utility and VAS scores in cancer. Health Qual Life Outcomes. 2007;5:70.PubMedPubMedCentralCrossRef
24.
go back to reference Kvam AK, Fayers PM, Wisloff F. Responsiveness and minimal important score differences in quality-of-life questionnaires: a comparison of the EORTC QLQ-C30 cancer-specific questionnaire to the generic utility questionnaires EQ-5D and 15D in patients with multiple myeloma. Eur J Haematol. 2011;87(4):330–7.PubMedCrossRef Kvam AK, Fayers PM, Wisloff F. Responsiveness and minimal important score differences in quality-of-life questionnaires: a comparison of the EORTC QLQ-C30 cancer-specific questionnaire to the generic utility questionnaires EQ-5D and 15D in patients with multiple myeloma. Eur J Haematol. 2011;87(4):330–7.PubMedCrossRef
25.
go back to reference Beaton DE, Bombardier C, Katz JN, Wright JG. A taxonomy for responsiveness. J Clin Epidemiol. 2001;54(12):1204–17.PubMedCrossRef Beaton DE, Bombardier C, Katz JN, Wright JG. A taxonomy for responsiveness. J Clin Epidemiol. 2001;54(12):1204–17.PubMedCrossRef
26.
go back to reference Ferguson CJ. An effect size primer: a guide for clinicians and researchers. 2016. Ferguson CJ. An effect size primer: a guide for clinicians and researchers. 2016.
27.
go back to reference Cohen J. Statistical power analysis for the behavioral sciences. London: Academic press; 2013.CrossRef Cohen J. Statistical power analysis for the behavioral sciences. London: Academic press; 2013.CrossRef
28.
go back to reference Taylor TH. Ceiling effect. In: Salkind NJ, editor. Encyclopedia of research design. Thousand Oaks: SAGE Publications Inc; 2010. p. 133–4. Taylor TH. Ceiling effect. In: Salkind NJ, editor. Encyclopedia of research design. Thousand Oaks: SAGE Publications Inc; 2010. p. 133–4.
29.
go back to reference McHorney CA, Tarlov AR. Individual-patient monitoring in clinical practice: are available health status surveys adequate? Qual Life Res. 1995;4(4):293–307.PubMedCrossRef McHorney CA, Tarlov AR. Individual-patient monitoring in clinical practice: are available health status surveys adequate? Qual Life Res. 1995;4(4):293–307.PubMedCrossRef
30.
go back to reference Garin O. Ceiling effect. In: Michalos AC, editor. Encyclopedia of quality of life and well-being research. Dordrecht: Springer; 2014. p. 631–3.CrossRef Garin O. Ceiling effect. In: Michalos AC, editor. Encyclopedia of quality of life and well-being research. Dordrecht: Springer; 2014. p. 631–3.CrossRef
31.
go back to reference Obradovic M, Lal A, Liedgens H. Validity and responsiveness of EuroQol-5 dimension (EQ-5D) versus Short Form-6 dimension (SF-6D) questionnaire in chronic pain. Health Qual Life Outcomes. 2013;11:110.PubMedPubMedCentralCrossRef Obradovic M, Lal A, Liedgens H. Validity and responsiveness of EuroQol-5 dimension (EQ-5D) versus Short Form-6 dimension (SF-6D) questionnaire in chronic pain. Health Qual Life Outcomes. 2013;11:110.PubMedPubMedCentralCrossRef
32.
go back to reference Ravens-Sieberer U, Wille N, Badia X, Bonsel G, Burström K, Cavrini G, Devlin N, Egmar AC, Gusi N, Herdman M, Jelsma J, Kind P, Olivares PR, Scalone L, Greiner W. Feasibility, reliability, and validity of the EQ-5D-Y: results from a multinational study. Qual Life Res. 2010;19(6):887–97.PubMedPubMedCentralCrossRef Ravens-Sieberer U, Wille N, Badia X, Bonsel G, Burström K, Cavrini G, Devlin N, Egmar AC, Gusi N, Herdman M, Jelsma J, Kind P, Olivares PR, Scalone L, Greiner W. Feasibility, reliability, and validity of the EQ-5D-Y: results from a multinational study. Qual Life Res. 2010;19(6):887–97.PubMedPubMedCentralCrossRef
33.
go back to reference Bland JM, Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. The lancet. 1986;327(8476):307–10.CrossRef Bland JM, Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. The lancet. 1986;327(8476):307–10.CrossRef
34.
go back to reference Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Int J Nurs Stud. 2010;47(8):931–6.CrossRef Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Int J Nurs Stud. 2010;47(8):931–6.CrossRef
35.
go back to reference Tordrup D, Mossman J, Kanavos P. Responsiveness of the EQ-5D to clinical change: is the patient experience adequately represented? Int J Technol Assess Health Care. 2014;30(1):10–9.PubMedCrossRef Tordrup D, Mossman J, Kanavos P. Responsiveness of the EQ-5D to clinical change: is the patient experience adequately represented? Int J Technol Assess Health Care. 2014;30(1):10–9.PubMedCrossRef
36.
go back to reference Brazier JE, Harper R, Munro J, Walters SJ, Snaith ML. Generic and condition-specific outcome measures for people with osteoarthritis of the knee. Rheumatology (Oxford). 1999;38(9):870–7.CrossRef Brazier JE, Harper R, Munro J, Walters SJ, Snaith ML. Generic and condition-specific outcome measures for people with osteoarthritis of the knee. Rheumatology (Oxford). 1999;38(9):870–7.CrossRef
37.
go back to reference Krabbe PFM, Peerenboom L, Langenhoff BS, Ruers TJM. Responsiveness of the generic EQ-5D summary measure compared to the disease-specific EORTC QLQ C-30. Qual Life Res. 2004;13(7):1247–53.PubMedCrossRef Krabbe PFM, Peerenboom L, Langenhoff BS, Ruers TJM. Responsiveness of the generic EQ-5D summary measure compared to the disease-specific EORTC QLQ C-30. Qual Life Res. 2004;13(7):1247–53.PubMedCrossRef
38.
go back to reference Solberg TK, Olsen J-A, Ingebrigtsen T, Hofoss D, Nygaard ØP. Health-related quality of life assessment by the EuroQol-5D can provide cost-utility data in the field of low-back surgery. Eur Spine J. 2005;14(10):1000–7.PubMedCrossRef Solberg TK, Olsen J-A, Ingebrigtsen T, Hofoss D, Nygaard ØP. Health-related quality of life assessment by the EuroQol-5D can provide cost-utility data in the field of low-back surgery. Eur Spine J. 2005;14(10):1000–7.PubMedCrossRef
39.
go back to reference Krahn M, Bremner KE, Tomlinson G, Ritvo P, Irvine J, Naglie G. Responsiveness of disease-specific and generic utility instruments in prostate cancer patients. Qual Life Res. 2006;16(3):509.PubMedCrossRef Krahn M, Bremner KE, Tomlinson G, Ritvo P, Irvine J, Naglie G. Responsiveness of disease-specific and generic utility instruments in prostate cancer patients. Qual Life Res. 2006;16(3):509.PubMedCrossRef
40.
go back to reference Kaarlola A, Pettila V, Kekki P. Performance of two measures of general health-related quality of life, the EQ-5D and the RAND-36 among critically ill patients. Intensive Care Med. 2004;30(12):2245–52.PubMedCrossRef Kaarlola A, Pettila V, Kekki P. Performance of two measures of general health-related quality of life, the EQ-5D and the RAND-36 among critically ill patients. Intensive Care Med. 2004;30(12):2245–52.PubMedCrossRef
41.
go back to reference Kim SH, Kim HJ, Lee SI, Jo MW. Comparing the psychometric properties of the EQ-5D-3L and EQ-5D-5L in cancer patients in Korea. Qual Life Res. 2012;21(6):1065–73.PubMedCrossRef Kim SH, Kim HJ, Lee SI, Jo MW. Comparing the psychometric properties of the EQ-5D-3L and EQ-5D-5L in cancer patients in Korea. Qual Life Res. 2012;21(6):1065–73.PubMedCrossRef
42.
43.
go back to reference Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, Bonsel G, Badia X. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res Int J Qual Life Aspects Treat Care Rehabil. 2011;20(10):1727–36.CrossRef Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, Bonsel G, Badia X. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res Int J Qual Life Aspects Treat Care Rehabil. 2011;20(10):1727–36.CrossRef
44.
go back to reference Gamst-Klaussen T, Chen G, Lamu AN, Olsen JA. Health state utility instruments compared: inquiring into nonlinearity across EQ-5D-5L, SF-6D, HUI-3 and 15D. Qual Life Res. 2016;25(7):1667–78.PubMedCrossRef Gamst-Klaussen T, Chen G, Lamu AN, Olsen JA. Health state utility instruments compared: inquiring into nonlinearity across EQ-5D-5L, SF-6D, HUI-3 and 15D. Qual Life Res. 2016;25(7):1667–78.PubMedCrossRef
45.
46.
go back to reference McTaggart-Cowan H, Teckle P, Peacock S. Mapping utilities from cancer-specific health-related quality of life instruments: a review of the literature. Expert Rev Pharmacoecon Outcomes Res. 2013;13(6):753–65.PubMedCrossRef McTaggart-Cowan H, Teckle P, Peacock S. Mapping utilities from cancer-specific health-related quality of life instruments: a review of the literature. Expert Rev Pharmacoecon Outcomes Res. 2013;13(6):753–65.PubMedCrossRef
47.
go back to reference Brazier J, Ratcliffe J, Saloman J, Tsuchiya A. Alternatives to generic preference-based measures: mapping, condition-specific measures, bolt-ons, vignettes, direct utility assessment, and well-being. In: Measuring and valuing health benefits for economic evaluation (2nd ed) Oxford: Oxford University Press. 2016. Brazier J, Ratcliffe J, Saloman J, Tsuchiya A. Alternatives to generic preference-based measures: mapping, condition-specific measures, bolt-ons, vignettes, direct utility assessment, and well-being. In: Measuring and valuing health benefits for economic evaluation (2nd ed) Oxford: Oxford University Press. 2016.
Metadata
Title
Responsiveness and convergent validity of QLU-C10D and EQ-5D-3L in assessing short-term quality of life following esophagectomy
Authors
Norma B. Bulamu
Ravi Vissapragada
Gang Chen
Julie Ratcliffe
Louise A. Mudge
B. Mark Smithers
Elizabeth A. Isenring
Lorelle Smith
Glyn G. Jamieson
David I. Watson
The Australian Immunonutrition Study Group
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2021
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-021-01867-w

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