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Rogge AA, Petersen MA, Aaronson NK, Conroy T, Dirven L, Fischer F, Habets E, Reijneveld JC, Rose M, Sleurs C, Taphoorn M, Tomaszewski KA, Vachon H, Young T, Groenvold M. Development and psychometric evaluation of item banks for memory and attention - supplements to the EORTC CAT Core instrument. Health Qual Life Outcomes 2023; 21:124. [PMID: 37968682 PMCID: PMC10647100 DOI: 10.1186/s12955-023-02199-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 10/11/2023] [Indexed: 11/17/2023] Open
Abstract
BACKGROUND Cancer patients may experience a decrease in cognitive functioning before, during and after cancer treatment. So far, the Quality of Life Group of the European Organisation for Research and Treatment of Cancer (EORTC QLG) developed an item bank to assess self-reported memory and attention within a single, cognitive functioning scale (CF) using computerized adaptive testing (EORTC CAT Core CF item bank). However, the distinction between different cognitive functions might be important to assess the patients' functional status appropriately and to determine treatment impact. To allow for such assessment, the aim of this study was to develop and psychometrically evaluate separate item banks for memory and attention based on the EORTC CAT Core CF item bank. METHODS In a multistep process including an expert-based content analysis, we assigned 44 items from the EORTC CAT Core CF item bank to the memory or attention domain. Then, we conducted psychometric analyses based on a sample used within the development of the EORTC CAT Core CF item bank. The sample consisted of 1030 cancer patients from Denmark, France, Poland, and the United Kingdom. We evaluated measurement properties of the newly developed item banks using confirmatory factor analysis (CFA) and item response theory model calibration. RESULTS Item assignment resulted in 31 memory and 13 attention items. Conducted CFAs suggested good fit to a 1-factor model for each domain and no violations of monotonicity or indications of differential item functioning. Evaluation of CATs for both memory and attention confirmed well-functioning item banks with increased power/reduced sample size requirements (for CATs ≥ 4 items and up to 40% reduction in sample size requirements in comparison to non-CAT format). CONCLUSION Two well-functioning and psychometrically robust item banks for memory and attention were formed from the existing EORTC CAT Core CF item bank. These findings could support further research on self-reported cognitive functioning in cancer patients in clinical trials as well as for real-word-evidence. A more precise assessment of attention and memory deficits in cancer patients will strengthen the evidence on the effects of cancer treatment for different cancer entities, and therefore contribute to shared and informed clinical decision-making.
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Affiliation(s)
- A A Rogge
- Charité Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
- CPCOR - Charité Center for patient-centered Outcomes Research, Charité - Universitätsmedizin Berlin, Berlin, Germany.
| | - M A Petersen
- Palliative Care Research Unit, Department of Geriatrics and Palliative Medicine GP, Bispebjerg & Frederiksberg Hospital, University of Copenhagen, Bispebjerg bakke 23B, Copenhagen, Denmark, 2400.
| | - N K Aaronson
- Division of Psychosocial Research & Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - T Conroy
- Medical Oncology Department, Institut de Cancérologie de Lorraine, Vandoeuvre-lès- Nancy, F-54519, France
- Université de Lorraine, APEMAC, équipe MICS, Nancy, F-54000, France
| | - L Dirven
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurology, Haaglanden Medical Center, PO Box 432, The Hague, 2501 CK, The Netherlands
| | - F Fischer
- Charité Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- CPCOR - Charité Center for patient-centered Outcomes Research, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Ejj Habets
- Department of Medical Psychology, Haaglanden Medical Center, PO Box 432, The Hague, 2501 CK, The Netherlands
| | - J C Reijneveld
- Department of Neurology & Brain Tumor Center Amsterdam, location VUmc of Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Department of Neurology, Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, the Netherlands
| | - M Rose
- Charité Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- CPCOR - Charité Center for patient-centered Outcomes Research, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - C Sleurs
- Department of Cognitive Neuropsychology, Tilburg University, Tilburg, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - M Taphoorn
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurology, Haaglanden Medical Center, PO Box 432, The Hague, 2501 CK, The Netherlands
| | - K A Tomaszewski
- Faculty of Medicine and Health Sciences, Andrzej Frycz Modrzewski Kraḱów University, Kraków, Poland
| | - H Vachon
- Center for Contextual Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - T Young
- Supportive Oncology Research Team, East & North Hertfordshire NHS Trust including Mount Vernon Cancer Centre, Northwood, UK
| | - M Groenvold
- Palliative Care Research Unit, Department of Geriatrics and Palliative Medicine GP, Bispebjerg & Frederiksberg Hospital, University of Copenhagen, Bispebjerg bakke 23B, Copenhagen, Denmark, 2400
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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Araújo N, Severo M, Lopes-Conceição L, Fontes F, Dias T, Branco M, Morais S, Cruz VT, Ruano L, Pereira S, Lunet N. Trajectories of cognitive performance over five years in a prospective cohort of patients with breast cancer (NEON-BC). Breast 2021; 58:130-137. [PMID: 34023557 PMCID: PMC8165446 DOI: 10.1016/j.breast.2021.05.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 04/08/2021] [Accepted: 05/13/2021] [Indexed: 12/20/2022] Open
Abstract
Purpose To identify trajectories of cognitive performance up to five years since diagnosis and their predictors, in a cohort of patients with breast cancer (BCa). Methods A total of 464 women with BCa admitted to the Portuguese Institute of Oncology, Porto, during 2012, were evaluated with the Montreal Cognitive Assessment (MoCA) before any treatment, and after one, three and five years. Probable cognitive impairment (PCI) at baseline was defined based on normative age- and education-specific reference values. Mclust was used to define MoCA trajectories. Receiver Operating Characteristic curves were used to assess the predictive accuracy for cognitive trajectories. Results Two trajectories were identified, one with higher scores and increasing overtime, and the other, including 25.9% of the participants, showing a continuous decline. To further characterize each trajectory, participants were also classified as scoring above or below the median baseline MoCA scores. This resulted in four groups: 1) highest baseline scores, stable overtime (0.0% with PCI); 2) lowest baseline scores (29.5% with PCI); 3) mid-range scores at baseline, increasing overtime (10.5% with PCI); 4) mid-range scores at baseline, decreasing overtime (0.0% with PCI). Adding the change in MoCA during the first year to baseline variables significantly increased the accuracy to predict the downward trajectory (area under the curve [AUC] = 0.732 vs. AUC = 0.841, P < 0.001). Conclusion Four groups of patients with BCa with different cognitive performance trends were identified. The assessment of cognitive performance before treatments and after one year allows for the identification of patients more likely to have cognitive decline in the long term. 5-year cognitive trajectories since diagnosis of breast cancer were identified. 25.9% of breast cancer survivors had a declining cognitive trajectory. Cognitive performance during the 1st year predicted the 5-year trajectory.
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Affiliation(s)
- Natália Araújo
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal
| | - Milton Severo
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319, Porto, Portugal
| | - Luisa Lopes-Conceição
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Instituto Português de Oncologia do Porto Francisco Gentil, Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Filipa Fontes
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319, Porto, Portugal; Instituto Português de Oncologia do Porto Francisco Gentil, Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Teresa Dias
- Instituto Português de Oncologia do Porto Francisco Gentil, Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Mariana Branco
- Centro Hospitalar de Entre Douro e Vouga, Rua Dr. Cândido de Pinho, 4520-211, Santa Maria da Feira, Portugal
| | - Samantha Morais
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319, Porto, Portugal
| | - Vítor Tedim Cruz
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Hospital Pedro Hispano, Unidade Local de Saúde de Matosinhos, Rua Dr. Eduardo Torres, 4464-513, Senhora da Hora, Portugal
| | - Luis Ruano
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319, Porto, Portugal; Centro Hospitalar de Entre Douro e Vouga, Rua Dr. Cândido de Pinho, 4520-211, Santa Maria da Feira, Portugal
| | - Susana Pereira
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Instituto Português de Oncologia do Porto Francisco Gentil, Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Nuno Lunet
- EPIUnit - Instituto de Saúde Pública, Universidade do Porto, Rua das Taipas, 135, 4050-600, Porto, Portugal; Laboratório para a Investigação Integrativa e Translacional em Saúde Populacional (ITR), Rua das Taipas, 135, 4050-600, Porto, Portugal; Departamento de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319, Porto, Portugal.
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