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The anemia impact measure (AIM): development and content validation of a patient-reported outcome measure of anemia symptoms and symptom impacts in cancer patients receiving chemotherapy

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Abstract

Purpose

To develop a patient-reported outcome instrument for measuring anemia symptoms and their impact in patients with chemotherapy-induced anemia (CIA).

Methods

Qualitative research was conducted using six focus groups and 24 interviews with 46 CIA patients, eight interviews in patients receiving chemotherapy with no CIA history and two interviews in patients successfully treated for CIA. Atlas.ti 5.0 was used to organize key concepts. Cognitive interviews with 16 CIA patients and assessment of relevance of each item to CIA by 10 clinicians were also conducted to evaluate content validity.

Results

Most CIA patients were white (76%) and female (83%), and the average age was 60 years. The most common cancer types were breast cancer (54%) and lung cancer (17%). Tiredness was the most prevalent symptom and rated as the most important by 83% of CIA patients; weakness, shortness of breath, lightheadedness, and dizziness were ranked next in importance. The final anemia impact measure (AIM) contains: (1) daily CIA symptom diary (9 items), and (2) impact of CIA-related tiredness (29 items covering daily living activities, social activities, cognitive function, and emotions). Cognitive interviews found that the AIM was relevant and easy to understand.

Conclusions

The AIM assesses important patient-perceived CIA symptoms and their impact and was developed using extensive patient qualitative data.

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Abbreviations

ADLs:

Activities of Daily Living

AIM:

Anemia Impact Measure

CIA:

Chemotherapy-Induced Anemia

ePDA:

Electronic Personal Digital Assistant

FACT-An:

Functional Assessment of Cancer Therapy-Anemia

FACT-Fatigue:

Functional Assessment of Cancer Therapy-Fatigue

FDA:

Food and Drug Administration

Hb:

Hemoglobin

HRQOL:

Health-Related Quality of Life

IADLs:

Instrumental Activities of Daily Life

MCS:

Mental Component Summary Score

NIH:

National Institutes of Health

PCS:

Physical Component Summary Score

PDA:

Personal Digital Assistant

PRO:

Patient-Reported Outcomes

SD:

Standard Deviation

References

  1. Groopman, J. E., & Itri, L. M. (1999). Chemotherapy-induced anemia in adults: Incidence and treatment. Journal of the National Cancer Institute, 91(19), 1616–1634.

    Article  PubMed  CAS  Google Scholar 

  2. Knight, K., Wade, S. & Balducci, L. (2004). Prevalence and outcomes of anemia in cancer: A systematic review of the literature. Am J Med, 116(Suppl 7A), 11S–26S.

    Google Scholar 

  3. Merli, F., Bertini, M., Luminari, S., Mozzana, R., Berte, R., Trottini, M., et al. (2004). Quality of life assessment in elderly patients with aggressive non-Hodgkin’s Lymphoma treated with anthracycline-containing regimens. Report of a prospective study by the Intergruppo Italiano Linfomi. Haematologica, 89(8), 973–978.

    PubMed  Google Scholar 

  4. Pujade-Lauraine, E. & Gascon, P. (2004). The burden of anaemia in patients with cancer. Oncology, 67(Suppl 1), 1–4.

    Google Scholar 

  5. Bokemeyer, C. & Foubert, J. (2004). Anemia impact and management: focus on patient needs and the use of erythropoietic agents. Semin Oncol, 31(3 Suppl 8), 4–11.

    Google Scholar 

  6. Boccia, R., Lillie, T., Tomita, D., & Balducci, L. (2007). The effectiveness of darbepoetin alfa administered every 3 weeks on hematologic outcomes and quality of life in older patients with chemotherapy-induced anemia. Oncologist, 12(5), 584–593.

    Article  PubMed  CAS  Google Scholar 

  7. Berndt, E., Crown, W., Kallich, J., Long, S., Song, X., & Lyman, G. H. (2005). The impact of anaemia and its treatment on employee disability and medical costs. Pharmacoeconomics, 23(2), 183–192.

    Article  PubMed  Google Scholar 

  8. Kallich, J. D., Tchekmedyian, N. S., Damiano, A. M., Shi, J., Black, J. T. & Erder, M. H. (2002). Psychological outcomes associated with anemia-related fatigue in cancer patients. Oncology (Williston Park), 16(9 Suppl 10), 117–124.

    Google Scholar 

  9. Littlewood, T. J., Kallich, J. D., San Miguel, J., Hendricks, L., & Hedenus, M. (2006). Efficacy of darbepoetin alfa in alleviating fatigue and the effect of fatigue on quality of life in anemic patients with lymphoproliferative malignancies. Journal of Pain and Symptom Management, 31(4), 317–325.

    Article  PubMed  CAS  Google Scholar 

  10. Cella, D., Kallich, J., McDermott, A., & Xu, X. (2004). The longitudinal relationship of hemoglobin, fatigue and quality of life in anemic cancer patients: results from five randomized clinical trials. Annals of Oncology, 15(6), 979–986.

    Article  PubMed  CAS  Google Scholar 

  11. Berndt, E., Kallich, J., McDermott, A., Xu, X., Lee, H., & Glaspy, J. (2005). Reductions in anaemia and fatigue are associated with improvements in productivity in cancer patients receiving chemotherapy. Pharmacoeconomics, 23(5), 505–514.

    Article  PubMed  Google Scholar 

  12. Lyman, G. H., Berndt, E. R., Kallich, J. D., Erder, M. H., Crown, W. H., Long, S. R., et al. (2005). The economic burden of anemia in cancer patients receiving chemotherapy. Value Health, 8(2), 149–156.

    Article  PubMed  Google Scholar 

  13. Seidenfeld, J., Piper, M., Bohlius, J., Weingart, O., Trelle, S., Engert, A., et al. (2006). Comparative effectiveness of epoetin and darbepoetin for managing anemia in patients undergoing cancer treatment. Comparative effectiveness review no. 3. (Prepared by Blue Cross and Blue Shield Association Technology Evaluation Center Evidence-based Practice Center under Contract No. 290-02-0026). Available at: http://www.effectivehealthcare.ahrq.gov/reports/final.cfm.

  14. Bamias, A., Aravantinos, G., Kalofonos, C., Timotheadou, N., Siafaka, V., Vlahou, I., et al. (2003). Prevention of anemia in patients with solid tumors receiving platinum-based chemotherapy by recombinant human Erythropoietin (rHuEpo): A prospective, open label, randomized trial by the Hellenic Cooperative Oncology Group. Oncology, 64(2), 102–110.

    Article  PubMed  CAS  Google Scholar 

  15. Boogaerts, M., Coiffier, B., & Kainz, C. (2003). Impact of epoetin beta on quality of life in patients with malignant disease. British Journal of Cancer, 88(7), 988–995.

    Article  PubMed  CAS  Google Scholar 

  16. Littlewood, T. J., Bajetta, E., Nortier, J. W., Vercammen, E., & Rapoport, B. (2001). Effects of epoetin alfa on hematologic parameters and quality of life in cancer patients receiving nonplatinum chemotherapy: Results of a randomized, double-blind, placebo-controlled trial. Journal of Clinical Oncology, 19(11), 2865–2874.

    PubMed  CAS  Google Scholar 

  17. de Castro, J., Ordonez, A., Isla, D., Sanchez, A., Arrivi, A., Manzano, J. L., et al. (2007). Early intervention with epoetin beta prevents severe anaemia in patients with solid tumours receiving platinum-based chemotherapy: Results of the NeoPrevent study. Cancer Chemotherapy and Pharmacology, 59(1), 35–42.

    Article  PubMed  CAS  Google Scholar 

  18. Gabrilove, J. L., Cleeland, C. S., Livingston, R. B., Sarokhan, B., Winer, E., & Einhorn, L. H. (2001). Clinical evaluation of once-weekly dosing of epoetin alfa in chemotherapy patients: improvements in hemoglobin and quality of life are similar to three-times-weekly dosing. Journal of Clinical Oncology, 19(11), 2875–2882.

    PubMed  CAS  Google Scholar 

  19. Glaspy, J., Vadhan-Raj, S., Patel, R., Bosserman, L., Hu, E., Lloyd, R. E., et al. (2006). Randomized comparison of every-2-week darbepoetin alfa and weekly epoetin alfa for the treatment of chemotherapy-induced anemia: the 20030125 Study Group Trial. Journal of Clinical Oncology, 24(15), 2290–2297.

    Article  PubMed  CAS  Google Scholar 

  20. Cella, D. (1997). The Functional Assessment of Cancer Therapy-Anemia (FACT-An) scale: A new tool for the assessment of outcomes in cancer anemia and fatigue. Semin Hematol, 34(3 Suppl 2), 13–19.

    Google Scholar 

  21. Yellen, S. B., Cella, D. F., Webster, K., Blendowski, C., & Kaplan, E. (1997). Measuring fatigue and other anemia-related symptoms with the Functional Assessment of Cancer Therapy (FACT) measurement system. Journal of Pain and Symptom Management, 13(2), 63–74.

    Article  PubMed  CAS  Google Scholar 

  22. Levin, T. T., Riskind, J. H., & Li, Y. (2007). Looming threat-processing style in a cancer cohort. General Hospital Psychiatry, 29(1), 32–38.

    Article  PubMed  Google Scholar 

  23. Manser, R. L., Wright, G., Byrnes, G., Hart, D., Conron, M., Carter, R., et al. (2006). Validity of the Assessment of Quality of Life (AQoL) utility instrument in patients with operable and inoperable lung cancer. Lung Cancer, 53(2), 217–229.

    Article  PubMed  Google Scholar 

  24. Witzig, T. E., Silberstein, P. T., Loprinzi, C. L., Sloan, J. A., Novotny, P. J., Mailliard, J. A., et al. (2005). Phase III, randomized, double-blind study of epoetin alfa compared with placebo in anemic patients receiving chemotherapy. Journal of Clinical Oncology, 23(12), 2606–2617.

    Article  PubMed  CAS  Google Scholar 

  25. Food and Drug Administration (FDA). (2009). Guidance for industry on patient-reported outcome measures: Use in medical product development to support labeling claims. Federal Register, 74(235), 65132–65133.

    Google Scholar 

  26. Revicki, D. A., Osoba, D., Fairclough, D., Barofsky, I., Berzon, R., Leidy, N. K., et al. (2000). Recommendations on health-related quality of life research to support labeling and promotional claims in the United States. Quality of Life Research, 9(8), 887–900.

    Article  PubMed  CAS  Google Scholar 

  27. Patrick, D. L., Burke, L. B., Powers, J. H., Scott, J. A., Rock, E. P., Dawisha, S., et al. (2007). Patient-reported outcomes to support medical product labeling claims: FDA perspective. Value Health, 10(Suppl 2), S125–137.

    Google Scholar 

  28. Marquis, P., Arnould, B., Acquadro, C., & Roberts, W. M. (2006). Patient-reported outcomes and health-related quality of life in effectiveness studies: pros and cons. Drug Development Research, 67, 193–201.

    Article  CAS  Google Scholar 

  29. Leidy, N. K., Revicki, D. A., & Geneste, B. (1999). Recommendations for evaluating the validity of quality of life claims for labeling and promotion. Value Health, 2(2), 113–127.

    Article  PubMed  CAS  Google Scholar 

  30. Willke, R. J., Burke, L. B., & Erickson, P. (2004). Measuring treatment impact: a review of patient-reported outcomes and other efficacy endpoints in approved product labels. Controlled Clinical Trials, 25(6), 535–552.

    Article  PubMed  Google Scholar 

  31. Kahneman, D., Krueger, A. B., Schkade, D. A., Schwarz, N., & Stone, A. A. (2004). A survey method for characterizing daily life experience: The day reconstruction method. Science, 306(5702), 1776–1780.

    Article  PubMed  CAS  Google Scholar 

  32. Ware, J. E., Kosinski, M., & Keller, S. D. (1995). SF-12: How to score the SF-12 physical and mental health summary scales. Boston, MA: The Health Institute, New England Medical Center.

    Google Scholar 

  33. Gandek, B., Ware, J. E., Aaronson, N. K., Apolone, G., Bjorner, J. B., Brazier, J. E., et al. (1998). Cross-validation of item selection and scoring for the SF-12 health survey in nine countries: Results from the IQOLA project international quality of life assessment. Journal of Clinical Epidemiology, 51(11), 1171–1178.

    Article  PubMed  CAS  Google Scholar 

  34. World Health Organization. (1993). Indicators and strategies for iron deficiency and anemia programmes (pp. 6–10). Report of the WHO/UNICEF/UNU Consultation. Geneva, Switzerland.

  35. Woolf, N. (2007). Best practices: a little structure in your codes. Atlas.ti Newsletter. Available at: http://www.atlasti.com/downloads/ATLASti_Newsletter_2007_01.pdf.

  36. Hays, R. D., & Revicki, D. A. (2005). Reliability and validity, including responsiveness. In P. Fayers & R. D. Hays (Eds.), Assessing quality of life in clinical trials. New York: Oxford University Press.

    Google Scholar 

  37. McColl, E. (2005). Developing questionnaires. In P. Fayers & R. Hays (Eds.), Assessing quality of life in clinical trials (pp. 9–23). New York: Oxford University Press.

    Google Scholar 

  38. Willis, G., Reeve, B., & Barofsky, I. (2004). The use of cognitive interviewing techniques in quality-of-life and patient-reported outcomes assessment. In J. Lipscomb, C. Gotay, & C. Synder (Eds.), Outcomes assessment in cancer: measures, methods and applications. Cambridge, UK: Cambridge University Press.

    Google Scholar 

  39. Cella, D., Lai, J. S., Chang, C. H., Peterman, A., & Slavin, M. (2002). Fatigue in cancer patients compared with fatigue in the general United States population. Cancer, 94(2), 528–538.

    Article  PubMed  Google Scholar 

  40. Harper, P. & Littlewood, T. (2005). Anaemia of cancer: impact on patient fatigue and long-term outcome. Oncology, 69(Suppl 2), 2–7.

    Google Scholar 

  41. Brown, D. J., McMillan, D. C., & Milroy, R. (2005). The correlation between fatigue, physical function, the systemic inflammatory response, and psychological distress in patients with advanced lung cancer. Cancer, 103(2), 377–382.

    Article  PubMed  Google Scholar 

  42. Mancuso, A., Migliorino, M., De Santis, S., Saponiero, A., & De Marinis, F. (2006). Correlation between anemia and functional/cognitive capacity in elderly lung cancer patients treated with chemotherapy. Annals of Oncology, 17(1), 146–150.

    Article  PubMed  CAS  Google Scholar 

  43. Vogelzang, N. J., Breitbart, W., Cella, D., Curt, G. A., Groopman, J. E., Horning, S. J., et al. (1997). Patient, caregiver, and oncologist perceptions of cancer-related fatigue: results of a tripart assessment survey. The fatigue coalition. Seminars in Hematology, 34(3 Suppl 2), 4–12.

    Google Scholar 

  44. Hedenus, M., Adriansson, M., San Miguel, J., Kramer, M. H., Schipperus, M. R., Juvonen, E., et al. (2003). Efficacy and safety of darbepoetin alfa in anaemic patients with lymphoproliferative malignancies: A randomized, double-blind, placebo-controlled study. British Journal Haematology, 122(3), 394–403.

    Article  CAS  Google Scholar 

  45. Vansteenkiste, J., Pirker, R., Massuti, B., Barata, F., Font, A., Fiegl, M., et al. (2002). Double-blind, placebo-controlled, randomized phase III trial of darbepoetin alfa in lung cancer patients receiving chemotherapy. Journal of the National Cancer Institute, 94(16), 1211–1220.

    Article  PubMed  CAS  Google Scholar 

  46. Pirker, R., Ramlau, R. A., Schuette, W., Zatloukal, P., Ferreira, I., Lillie, T., et al. (2008). Safety and efficacy of darbepoetin alpha in previously untreated extensive-stage small-cell lung cancer treated with platinum plus etoposide. Journal of Clinical Oncology, 26(14), 2342–2349.

    Article  PubMed  CAS  Google Scholar 

  47. Cella, D., Lai, J. S., & Stone, A. (2010). Self-reported fatigue: One dimension or more? Lessons from the Functional Assessment of Chronic Illness Therapy-Fatigue (FACIT-F) questionnaire. Support Care Cancer.

  48. Lai, J.-S., & Chen, W.-H. (2006). Fatigue archival analysis report prepared for: The PROMIS SCC analysis team. Available at: http://www.nihpromis.org/Data%20Analysis/FatigueArchivalAnalysisReport.doc.

  49. Ryan, J. L., Carroll, J. K., Ryan, E. P., Mustian, K. M., Fiscella, K. & Morrow, G. R. (2007). Mechanisms of cancer-related fatigue. Oncologist, 12(Suppl 1), 22–34.

    Google Scholar 

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Acknowledgments

The authors thank Mona Martin, RN, MPA, and the research group at Health Research Associates, Inc. for an independent analysis of the data and comments on an earlier draft. The authors thank both Joel Kallich at Amgen Inc. for reviews of the protocol and manuscript and Linda Runft at Amgen Inc. for editorial assistance on the manuscript. The authors also wish to extend their acknowledgment to David Henry, MD; Heinz Ludwig, MD; Barbara Piper, DNSc, RN, AOCN, FAAN, and Lee Schwartzberg, MD, who served as members of the expert panel for their extensive input during the conceptualization and implementation of the instrument development study. Panel members participated in meetings with the authors during protocol development and during the study to discuss the recording and graduation of anemia symptoms and the difficulties in discriminating anemia symptoms from symptoms due to cancer and cancer therapy.

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Correspondence to Dennis A. Revicki.

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Kleinman, L., Benjamin, K., Viswanathan, H. et al. The anemia impact measure (AIM): development and content validation of a patient-reported outcome measure of anemia symptoms and symptom impacts in cancer patients receiving chemotherapy. Qual Life Res 21, 1255–1266 (2012). https://doi.org/10.1007/s11136-011-0034-1

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