Skip to main content
Erschienen in: Journal of Cancer Survivorship 5/2023

26.02.2022

Functional aging trajectories of older cancer survivors: a latent growth analysis of the US Health and Retirement Study

verfasst von: Ashly C. Westrick, Kenneth M. Langa, Marisa Eastman, Monica Ospina-Romero, Megan A. Mullins, Lindsay C. Kobayashi

Erschienen in: Journal of Cancer Survivorship | Ausgabe 5/2023

Einloggen, um Zugang zu erhalten

Abstract

Purpose

We aimed to identify prototypical functional aging trajectories of US cancer survivors aged 50 and older, overall and stratified by sociodemographic and health-related characteristics.

Methods

Data were from 2986 survivors of a first incident cancer diagnosis (except non-melanoma skin cancer) after age 50 in the population representative U.S. Health and Retirement Study from 1998–2016. Cancer diagnoses, episodic memory function, and activity of daily living (ADL) limitations were assessed at biennial study interviews. Using time of cancer diagnosis as the baseline, we used group-based trajectory modeling to identify trajectories of memory function and ADL limitations following diagnosis.

Results

We identified five memory loss trajectories (high: 8.4%; medium–high: 18.3%; medium–low: 21.5%; low: 25.5%; and, very low: 26.2%), and four ADL limitation trajectories (high/increasing limitations: 18.7%; medium limitations: 18.7%; low limitations: 8.14%; no limitations: 60.0). The high memory loss and high/increasing ADL limitation trajectories were both characterized by older age, being female (52% for memory, 58.9% for ADL), having lower pre-cancer memory scores, and a higher prevalence of pre-cancer comorbidities including stroke (30.9% for memory and 29.7% for ADL), hypertension (64.7% for memory and 69.8 for ADL), and depressive symptoms. In joint analyses, we found that generally those with higher memory were more likely to have fewer ADL limitations and vice versa.

Conclusion

Older cancer survivors experience heterogeneous trajectories of functional aging that are largely characterized by comorbidities prior to diagnosis.

Implication for Cancer Survivors

Results can help identify older cancer survivors at increased risk for accelerated functional decline.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
2.
Zurück zum Zitat Henderson TO, Ness KK, Cohen HJ. Accelerated aging among cancer survivors: from pediatrics to geriatrics. Am Soc Clin Oncol Educ Book. 2014;e423–430. Henderson TO, Ness KK, Cohen HJ. Accelerated aging among cancer survivors: from pediatrics to geriatrics. Am Soc Clin Oncol Educ Book. 2014;e423–430.
3.
Zurück zum Zitat Loescher LJ, Welch-McCaffrey D, Leigh SA, Hoffman B, Meyskens FL. Surviving adult cancers. Part 1: Physiologic effects. Ann Intern Med. 1989;111:411–32. Loescher LJ, Welch-McCaffrey D, Leigh SA, Hoffman B, Meyskens FL. Surviving adult cancers. Part 1: Physiologic effects. Ann Intern Med. 1989;111:411–32.
4.
Zurück zum Zitat Hardy SJ, Krull KR, Wefel JS, Janelsins M. Cognitive changes in cancer survivors. Am Soc Clin Oncol Educ Book. 2018;38:795–806.CrossRefPubMed Hardy SJ, Krull KR, Wefel JS, Janelsins M. Cognitive changes in cancer survivors. Am Soc Clin Oncol Educ Book. 2018;38:795–806.CrossRefPubMed
5.
Zurück zum Zitat Keating NL, Nørredam M, Landrum MB, Huskamp HA, Meara E. Physical and mental health status of older long-term cancer survivors. J Am Geriatr Soc. 2005;53:2145–52.CrossRefPubMed Keating NL, Nørredam M, Landrum MB, Huskamp HA, Meara E. Physical and mental health status of older long-term cancer survivors. J Am Geriatr Soc. 2005;53:2145–52.CrossRefPubMed
6.
Zurück zum Zitat Robb C, Haley WE, Balducci L, Extermann M, Perkins EA, Small BJ, et al. Impact of breast cancer survivorship on quality of life in older women. Crit Rev Oncol Hematol. 2007;62:84–91.CrossRefPubMed Robb C, Haley WE, Balducci L, Extermann M, Perkins EA, Small BJ, et al. Impact of breast cancer survivorship on quality of life in older women. Crit Rev Oncol Hematol. 2007;62:84–91.CrossRefPubMed
7.
Zurück zum Zitat Baker F, Haffer SC, Denniston M. Health-related quality of life of cancer and noncancer patients in Medicare managed care. Cancer. 2003;97:674–81.CrossRefPubMed Baker F, Haffer SC, Denniston M. Health-related quality of life of cancer and noncancer patients in Medicare managed care. Cancer. 2003;97:674–81.CrossRefPubMed
8.
Zurück zum Zitat Manton KG. A longitudinal study of functional change and mortality in the United States. J Gerontol. 1988;43:S153-161.CrossRefPubMed Manton KG. A longitudinal study of functional change and mortality in the United States. J Gerontol. 1988;43:S153-161.CrossRefPubMed
9.
Zurück zum Zitat Domenech-Cebrían P, Martinez-Martinez M, Cauli O. Relationship between mobility and cognitive impairment in patients with Alzheimer’s disease. Clin Neurol Neurosurg. 2019;179:23–9.CrossRefPubMed Domenech-Cebrían P, Martinez-Martinez M, Cauli O. Relationship between mobility and cognitive impairment in patients with Alzheimer’s disease. Clin Neurol Neurosurg. 2019;179:23–9.CrossRefPubMed
10.
Zurück zum Zitat Gill TM, Robison JT, Tinetti ME. Difficulty and dependence: two components of the disability continuum among community-living older persons. Ann Intern Med. 1998;128:96–101.CrossRefPubMed Gill TM, Robison JT, Tinetti ME. Difficulty and dependence: two components of the disability continuum among community-living older persons. Ann Intern Med. 1998;128:96–101.CrossRefPubMed
11.
Zurück zum Zitat Mandelblatt JS, Small BJ, Luta G, Hurria A, Jim H, McDonald BC, et al. Cancer-related cognitive outcomes among older breast cancer survivors in the thinking and living with cancer study. J Clin Oncol. 2018;JCO1800140. Mandelblatt JS, Small BJ, Luta G, Hurria A, Jim H, McDonald BC, et al. Cancer-related cognitive outcomes among older breast cancer survivors in the thinking and living with cancer study. J Clin Oncol. 2018;JCO1800140.
12.
Zurück zum Zitat Mandelblatt JS, Zhai W, Ahn J, Small BJ, Ahles TA, Carroll JE, et al. Symptom burden among older breast cancer survivors: the Thinking and Living With Cancer (TLC) study. Cancer. 2020;126:1183–92.CrossRefPubMed Mandelblatt JS, Zhai W, Ahn J, Small BJ, Ahles TA, Carroll JE, et al. Symptom burden among older breast cancer survivors: the Thinking and Living With Cancer (TLC) study. Cancer. 2020;126:1183–92.CrossRefPubMed
15.
Zurück zum Zitat Jung T, Wickrama KAS. An introduction to latent class growth analysis and growth mixture modeling. Soc Pers Psychol Compass. 2008;2(1):302–17.CrossRef Jung T, Wickrama KAS. An introduction to latent class growth analysis and growth mixture modeling. Soc Pers Psychol Compass. 2008;2(1):302–17.CrossRef
16.
Zurück zum Zitat Wu Z, Phyo AZZ, Al-Harbi T, Woods RL, Ryan J. Distinct cognitive trajectories in late life and associated predictors and outcomes: a systematic review. J Alzheimers Dis Rep. 2020;4:459–78.CrossRefPubMedPubMedCentral Wu Z, Phyo AZZ, Al-Harbi T, Woods RL, Ryan J. Distinct cognitive trajectories in late life and associated predictors and outcomes: a systematic review. J Alzheimers Dis Rep. 2020;4:459–78.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Sonnega A, Faul JD, Ofstedal MB, Langa KM, Phillips JWR, Weir DR. Cohort Profile: the Health and Retirement Study (HRS). Int J Epidemiol. 2014;43:576–85.CrossRefPubMedPubMedCentral Sonnega A, Faul JD, Ofstedal MB, Langa KM, Phillips JWR, Weir DR. Cohort Profile: the Health and Retirement Study (HRS). Int J Epidemiol. 2014;43:576–85.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Wu Q, Tchetgen Tchetgen EJ, Osypuk TL, White K, Mujahid M, Maria GM. Combining direct and proxy assessments to reduce attrition bias in a longitudinal study. Alzheimer Dis Assoc Disord. 2013;27:207–12.CrossRefPubMedPubMedCentral Wu Q, Tchetgen Tchetgen EJ, Osypuk TL, White K, Mujahid M, Maria GM. Combining direct and proxy assessments to reduce attrition bias in a longitudinal study. Alzheimer Dis Assoc Disord. 2013;27:207–12.CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Jorm AF. A short form of the Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE): development and cross-validation. Psychol Med. 1994;24:145–53.CrossRefPubMed Jorm AF. A short form of the Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE): development and cross-validation. Psychol Med. 1994;24:145–53.CrossRefPubMed
21.
Zurück zum Zitat Jorm AF, Scott R, Cullen JS, MacKinnon AJ. Performance of the Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE) as a screening test for dementia. Psychol Med. 1991;21:785–90.CrossRefPubMed Jorm AF, Scott R, Cullen JS, MacKinnon AJ. Performance of the Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE) as a screening test for dementia. Psychol Med. 1991;21:785–90.CrossRefPubMed
22.
Zurück zum Zitat Jorm AF, Christensen H, Korten AE, Jacomb PA, Henderson AS. Informant ratings of cognitive decline in old age: validation against change on cognitive tests over 7 to 8 years. Psychol Med. 2000;30:981–5.CrossRefPubMed Jorm AF, Christensen H, Korten AE, Jacomb PA, Henderson AS. Informant ratings of cognitive decline in old age: validation against change on cognitive tests over 7 to 8 years. Psychol Med. 2000;30:981–5.CrossRefPubMed
23.
Zurück zum Zitat Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged The index of ADL: a Standardized measure of biological and psychosocial function. JAMA. 1963;185:914–9.CrossRefPubMed Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged The index of ADL: a Standardized measure of biological and psychosocial function. JAMA. 1963;185:914–9.CrossRefPubMed
25.
Zurück zum Zitat Turvey CL, Wallace RB, Herzog R. A revised CES-D measure of depressive symptoms and a DSM-based measure of major depressive episodes in the elderly. Int Psychogeriatr. 1999;11:139–48.CrossRefPubMed Turvey CL, Wallace RB, Herzog R. A revised CES-D measure of depressive symptoms and a DSM-based measure of major depressive episodes in the elderly. Int Psychogeriatr. 1999;11:139–48.CrossRefPubMed
26.
Zurück zum Zitat Nagin DS, Jones BL, Passos VL, Tremblay RE. Group-based multi-trajectory modeling. Stat Methods Med Res. 2018;27(7):2015–23.CrossRefPubMed Nagin DS, Jones BL, Passos VL, Tremblay RE. Group-based multi-trajectory modeling. Stat Methods Med Res. 2018;27(7):2015–23.CrossRefPubMed
27.
Zurück zum Zitat StataCorp. Stata Statistical Software: Release 16. College Station, TX: StataCorp LLC.; 2019. StataCorp. Stata Statistical Software: Release 16. College Station, TX: StataCorp LLC.; 2019.
28.
Zurück zum Zitat Han L, Allore H, Murphy T, Gill T, Peduzzi P, Lin H. Dynamics of functional aging based on latent-class trajectories of activities of daily living. Ann Epidemiol. 2013;23:87–92.CrossRefPubMedPubMedCentral Han L, Allore H, Murphy T, Gill T, Peduzzi P, Lin H. Dynamics of functional aging based on latent-class trajectories of activities of daily living. Ann Epidemiol. 2013;23:87–92.CrossRefPubMedPubMedCentral
29.
30.
Zurück zum Zitat Jonkman NH, Del Panta V, Hoekstra T, Colpo M, van Schoor NM, Bandinelli S, et al. Predicting trajectories of functional decline in 60- to 70-year-old people. Gerontology. 2018;64:212–21.CrossRefPubMed Jonkman NH, Del Panta V, Hoekstra T, Colpo M, van Schoor NM, Bandinelli S, et al. Predicting trajectories of functional decline in 60- to 70-year-old people. Gerontology. 2018;64:212–21.CrossRefPubMed
31.
Zurück zum Zitat Yu J, Feng Q, Yu J, Zeng Y, Feng L. Late-life cognitive trajectories and their associated lifestyle factors. J Alzheimers Dis. 2020;73:1555–63.CrossRefPubMed Yu J, Feng Q, Yu J, Zeng Y, Feng L. Late-life cognitive trajectories and their associated lifestyle factors. J Alzheimers Dis. 2020;73:1555–63.CrossRefPubMed
32.
Zurück zum Zitat Yaffe K, Peltz CB, Ewing SK, McCulloch CE, Cummings SR, Cauley JA, et al. Long-term cognitive trajectories and mortality in older women. J Gerontol A Biol Sci Med Sci. 2016;71:1074–80.CrossRefPubMedPubMedCentral Yaffe K, Peltz CB, Ewing SK, McCulloch CE, Cummings SR, Cauley JA, et al. Long-term cognitive trajectories and mortality in older women. J Gerontol A Biol Sci Med Sci. 2016;71:1074–80.CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Ahles TA, Root JC, Ryan EL. Cancer- and cancer treatment-associated cognitive change: an update on the state of the science. J Clin Oncol. 2012;30:3675–86.CrossRefPubMedPubMedCentral Ahles TA, Root JC, Ryan EL. Cancer- and cancer treatment-associated cognitive change: an update on the state of the science. J Clin Oncol. 2012;30:3675–86.CrossRefPubMedPubMedCentral
34.
Zurück zum Zitat Loh KP, Janelsins MC, Mohile SG, Holmes HM, Hsu T, Inouye SK, et al. Chemotherapy-related cognitive impairment in older patients with cancer. J Geriatr Oncol. 2016;7:270–80.CrossRefPubMedPubMedCentral Loh KP, Janelsins MC, Mohile SG, Holmes HM, Hsu T, Inouye SK, et al. Chemotherapy-related cognitive impairment in older patients with cancer. J Geriatr Oncol. 2016;7:270–80.CrossRefPubMedPubMedCentral
35.
Zurück zum Zitat Small BJ, Bäckman L. Longitudinal trajectories of cognitive change in preclinical Alzheimer’s disease: a growth mixture modeling analysis. Cortex. 2007;43:826–34.CrossRefPubMed Small BJ, Bäckman L. Longitudinal trajectories of cognitive change in preclinical Alzheimer’s disease: a growth mixture modeling analysis. Cortex. 2007;43:826–34.CrossRefPubMed
36.
Zurück zum Zitat Pietrzak RH, Lim YY, Ames D, Harrington K, Restrepo C, Martins RN, et al. Trajectories of memory decline in preclinical Alzheimer’s disease: results from the Australian Imaging, Biomarkers and Lifestyle Flagship Study of ageing. Neurobiol Aging. 2015;36:1231–8.CrossRefPubMed Pietrzak RH, Lim YY, Ames D, Harrington K, Restrepo C, Martins RN, et al. Trajectories of memory decline in preclinical Alzheimer’s disease: results from the Australian Imaging, Biomarkers and Lifestyle Flagship Study of ageing. Neurobiol Aging. 2015;36:1231–8.CrossRefPubMed
37.
Zurück zum Zitat Kheloui S, Brouillard A, Rossi M, Marin M-F, Mendrek A, Paquette D, et al. Exploring the sex and gender correlates of cognitive sex differences. Acta Psychol (Amst). 2021;221:103452.CrossRefPubMed Kheloui S, Brouillard A, Rossi M, Marin M-F, Mendrek A, Paquette D, et al. Exploring the sex and gender correlates of cognitive sex differences. Acta Psychol (Amst). 2021;221:103452.CrossRefPubMed
38.
Zurück zum Zitat Vannorsdall TD. Cognitive changes related to cancer therapy. Med Clin North Am. 2017;101:1115.CrossRefPubMed Vannorsdall TD. Cognitive changes related to cancer therapy. Med Clin North Am. 2017;101:1115.CrossRefPubMed
39.
Zurück zum Zitat Mayeda ER, Tchetgen Tchetgen EJ, Power MC, Weuve J, Jacqmin-Gadda H, Marden JR, et al. A simulation platform for quantifying survival bias: an application to research on determinants of cognitive decline. Am J Epidemiol. 2016;184:378–87.CrossRefPubMedPubMedCentral Mayeda ER, Tchetgen Tchetgen EJ, Power MC, Weuve J, Jacqmin-Gadda H, Marden JR, et al. A simulation platform for quantifying survival bias: an application to research on determinants of cognitive decline. Am J Epidemiol. 2016;184:378–87.CrossRefPubMedPubMedCentral
40.
Zurück zum Zitat Liu H, Zhang Y, Burgard SA, Needham BL. Marital status and cognitive impairment in the United States: evidence from the National Health and Aging Trends Study. Ann Epidemiol. 2019;2019(38):28-34.e2.CrossRef Liu H, Zhang Y, Burgard SA, Needham BL. Marital status and cognitive impairment in the United States: evidence from the National Health and Aging Trends Study. Ann Epidemiol. 2019;2019(38):28-34.e2.CrossRef
41.
Zurück zum Zitat Bailey ZD, Krieger N, Agénor M, Graves J, Linos N, Bassett MT. Structural racism and health inequities in the USA: evidence and interventions. Lancet (London, England). 2017;389(10077):1453–63.CrossRefPubMed Bailey ZD, Krieger N, Agénor M, Graves J, Linos N, Bassett MT. Structural racism and health inequities in the USA: evidence and interventions. Lancet (London, England). 2017;389(10077):1453–63.CrossRefPubMed
42.
Zurück zum Zitat Cipriani G, Danti S, Picchi L, Nuti A, Fiorino MD. Daily functioning and dementia Dement Neuropsychol. 2020;14:93–102.CrossRefPubMed Cipriani G, Danti S, Picchi L, Nuti A, Fiorino MD. Daily functioning and dementia Dement Neuropsychol. 2020;14:93–102.CrossRefPubMed
43.
Zurück zum Zitat Fried TR, Bradley EH, Towle VR, Allore H. Understanding the treatment preferences of seriously ill patients. N Engl J Med. 2002;346:1061–6.CrossRefPubMed Fried TR, Bradley EH, Towle VR, Allore H. Understanding the treatment preferences of seriously ill patients. N Engl J Med. 2002;346:1061–6.CrossRefPubMed
44.
Zurück zum Zitat Mullins MA, Kler JS, Eastman MR, Kabeto M, Wallner LP, Kobayashi LC. Validation of self-reported cancer diagnoses using Medicare diagnostic claims in the U.S. Health and Retirement Study, 2000–2016. Cancer Epidemiol Biomarkers Prev. 2021;cebp.0835.2021. Mullins MA, Kler JS, Eastman MR, Kabeto M, Wallner LP, Kobayashi LC. Validation of self-reported cancer diagnoses using Medicare diagnostic claims in the U.S. Health and Retirement Study, 2000–2016. Cancer Epidemiol Biomarkers Prev. 2021;cebp.0835.2021.
45.
Zurück zum Zitat Lange M, Joly F, Vardy J, Ahles T, Dubois M, Tron L, et al. Cancer-related cognitive impairment: an update on state of the art, detection, and management strategies in cancer survivors. Ann Oncol. 2019;30:1925–40.CrossRefPubMed Lange M, Joly F, Vardy J, Ahles T, Dubois M, Tron L, et al. Cancer-related cognitive impairment: an update on state of the art, detection, and management strategies in cancer survivors. Ann Oncol. 2019;30:1925–40.CrossRefPubMed
Metadaten
Titel
Functional aging trajectories of older cancer survivors: a latent growth analysis of the US Health and Retirement Study
verfasst von
Ashly C. Westrick
Kenneth M. Langa
Marisa Eastman
Monica Ospina-Romero
Megan A. Mullins
Lindsay C. Kobayashi
Publikationsdatum
26.02.2022
Verlag
Springer US
Erschienen in
Journal of Cancer Survivorship / Ausgabe 5/2023
Print ISSN: 1932-2259
Elektronische ISSN: 1932-2267
DOI
https://doi.org/10.1007/s11764-022-01185-0

Weitere Artikel der Ausgabe 5/2023

Journal of Cancer Survivorship 5/2023 Zur Ausgabe

Labor, CT-Anthropometrie zeigen Risiko für Pankreaskrebs

13.05.2024 Pankreaskarzinom Nachrichten

Gerade bei aggressiven Malignomen wie dem duktalen Adenokarzinom des Pankreas könnte Früherkennung die Therapiechancen verbessern. Noch jedoch klafft hier eine Lücke. Ein Studienteam hat einen Weg gesucht, sie zu schließen.

Viel pflanzliche Nahrung, seltener Prostata-Ca.-Progression

12.05.2024 Prostatakarzinom Nachrichten

Ein hoher Anteil pflanzlicher Nahrung trägt möglicherweise dazu bei, das Progressionsrisiko von Männern mit Prostatakarzinomen zu senken. In einer US-Studie war das Risiko bei ausgeprägter pflanzlicher Ernährung in etwa halbiert.

Alter verschlechtert Prognose bei Endometriumkarzinom

11.05.2024 Endometriumkarzinom Nachrichten

Ein höheres Alter bei der Diagnose eines Endometriumkarzinoms ist mit aggressiveren Tumorcharakteristika assoziiert, scheint aber auch unabhängig von bekannten Risikofaktoren die Prognose der Erkrankung zu verschlimmern.

Darf man die Behandlung eines Neonazis ablehnen?

08.05.2024 Gesellschaft Nachrichten

In einer Leseranfrage in der Zeitschrift Journal of the American Academy of Dermatology möchte ein anonymer Dermatologe bzw. eine anonyme Dermatologin wissen, ob er oder sie einen Patienten behandeln muss, der eine rassistische Tätowierung trägt.

Update Onkologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.