COVID-19 pandemic stress and cancer symptom burden

Objectives In a sample of patients with cancer (n=1145) who were assessed during the height of the COVID-19 pandemic, latent profile analysis was used to identify subgroups of patients with distinct stress profiles and to evaluate for differences in demographic and clinical characteristics and symptom severity scores among these subgroups. Methods Patients completed measures of cancer-specific and COVID-19 stress, global stress, social isolation, loneliness, depression, state and trait anxiety, morning and evening fatigue, morning and evening energy, sleep disturbance, cognitive function, and pain. Latent profile analysis was used to identify subgroups of patients with distinct stress profiles. Differences among the subgroups in study measures were evaluated using parametric and non-parametric tests. Results Using clinically meaningful cut-off scores for the stress measures, four distinct stress profiles were identified (ie, none class (51.3%); low stress and moderate loneliness class (24.4%), high stress and moderate loneliness class (14.0%), and very high stress and moderately high loneliness class (high, 10.3%)). Risk factors associated with membership in the high class included: younger age, lower annual household income, lower functional status and higher comorbidity burden. The two worst stress profiles reported clinically meaningful levels of all of the common symptoms associated with cancer and its treatments. Conclusion Findings from this study, obtained prior to the availability of COVID-19 vaccines and anti-viral medications, provide important ‘benchmark data’ to evaluate for changes in stress and symptom burden in patients with cancer in the postvaccine era and in patients with long COVID-19.

[1]  F. Jardin,et al.  Posttraumatic Stress Symptoms in Patients With Cancer During the COVID-19 Pandemic: A One-Year Longitudinal Study. , 2023, Journal of the National Comprehensive Cancer Network : JNCCN.

[2]  T. Tabuchi,et al.  Changes in social isolation and loneliness prevalence during the COVID-19 pandemic in Japan: The JACSIS 2020–2021 study , 2023, Frontiers in Public Health.

[3]  J. Haro,et al.  The Association of Social Support and Loneliness with Symptoms of Depression, Anxiety, and Posttraumatic Stress during the COVID-19 Pandemic: A Meta-Analysis , 2023, International journal of environmental research and public health.

[4]  S. Ganesan,et al.  Evaluation of Inequities in Cancer Treatment Delay or Discontinuation Following SARS-CoV-2 Infection , 2023, JAMA network open.

[5]  Yong Q. Zhang,et al.  Social isolation and the brain: effects and mechanisms , 2022, Molecular Psychiatry.

[6]  Carly M. Goldstein,et al.  Screening for Psychological Distress and Risk of Cardiovascular Disease and Related Mortality , 2022, Journal of cardiopulmonary rehabilitation and prevention.

[7]  Ali I. Al-Gareeb,et al.  Pathophysiology of Post-COVID syndromes: a new perspective , 2022, Virology Journal.

[8]  Yu Hong,et al.  The Central Nervous Mechanism of Stress-Promoting Cancer Progression , 2022, International journal of molecular sciences.

[9]  D. Poli,et al.  A Comprehensive Review on Multifaceted Mechanisms Involved in the Development of Breast Cancer Following Adverse Childhood Experiences (ACEs) , 2022, International journal of environmental research and public health.

[10]  Robin I. M. Dunbar,et al.  Social isolation and the brain in the pandemic era , 2022, Nature Human Behaviour.

[11]  Q. Ain,et al.  Loneliness and mental health related impacts of COVID-19: a narrative review , 2022, International journal of adolescent medicine and health.

[12]  Y. Conley,et al.  Distinct sleep disturbance and cognitive dysfunction profiles in oncology outpatients receiving chemotherapy , 2022, Supportive Care in Cancer.

[13]  E. Koca,et al.  Psychological impacts of COVID-19 pandemic in cancer patients on active treatment , 2022, Heliyon.

[14]  N. Pai,et al.  The physical and mental health consequences of social isolation and loneliness in the context of COVID-19 , 2022, Current opinion in psychiatry.

[15]  A. Kirby,et al.  Counting the social, psychological, and economic costs of COVID-19 for cancer patients , 2022, Supportive Care in Cancer.

[16]  Y. Conley,et al.  Oncology Outpatients With Worse Anxiety and Sleep Disturbance Profiles Are at Increased Risk for a Higher Symptom Burden and Poorer Quality of Life , 2022, Cancer nursing.

[17]  Y. Conley,et al.  Oncology outpatients with worse depression and sleep disturbance profiles are at increased risk for a higher symptom burden and poorer quality of life outcomes. , 2022, Sleep medicine.

[18]  Y. Conley,et al.  Distinct Worst Pain Profiles in Oncology Outpatients Undergoing Chemotherapy , 2022, Cancer nursing.

[19]  C. D’Arcy,et al.  Prevalence of loneliness and social isolation among older adults during the COVID-19 pandemic: A systematic review and meta-analysis , 2022, International Psychogeriatrics.

[20]  Çiğdem Ökten,et al.  The Insomnia and Loneliness of Elderly Individuals and Affecting Factors During the COVID-19 Pandemic in Turkey , 2022, Social work in public health.

[21]  Walter N Orr,et al.  The Impact of Isolation During COVID-19 on Chronic Musculoskeletal Pain in the Geriatric Population: A Narrative Review. , 2022, Pain physician.

[22]  Y. Conley,et al.  Identification of Distinct Symptom Profiles in Cancer Patients Using a Pre-Specified Symptom Cluster. , 2022, Journal of pain and symptom management.

[23]  Y. Conley,et al.  A high stress profile is associated with severe pain in oncology patients receiving chemotherapy. , 2022, European journal of oncology nursing : the official journal of European Oncology Nursing Society.

[24]  É. Kállay,et al.  On top of that all, now Covid-19, too. A scoping review of specificities and correlates of fear of cancer recurrence in breast cancer patients during COVID-19 , 2022, The Breast.

[25]  D. Lai,et al.  Chronic Stress Effects on Tumor: Pathway and Mechanism , 2021, Frontiers in Oncology.

[26]  A. Ellis,et al.  Psychological impacts of coronavirus disease 2019 on people with asthma, allergic rhinitis, and food allergy , 2021, Annals of Allergy, Asthma & Immunology.

[27]  Joshua A. Hicks,et al.  Mental health inequalities increase as a function of COVID-19 pandemic severity levels , 2021, Social Science & Medicine.

[28]  C. Ndumele,et al.  Fatigue in Persons with Heart Failure: A Systematic Literature Review and Meta-Synthesis Using the Biopsychosocial Model of Health. , 2021, Journal of cardiac failure.

[29]  N. Pai,et al.  COVID-19 and loneliness: A rapid systematic review , 2021, The Australian and New Zealand journal of psychiatry.

[30]  W. Bickel,et al.  Chronic pain and COVID-19: The association of delay discounting with perceived stress and pain severity. , 2021, Experimental and clinical psychopharmacology.

[31]  E. Grunfeld,et al.  The Impact of COVID-19 Outbreak on Emotional and Cognitive Vulnerability in Iranian Women With Breast Cancer , 2021, Frontiers in Psychology.

[32]  N. Berger,et al.  Risk, Racial Disparity, and Outcomes Among Patients With Cancer and COVID-19 Infection-Reply. , 2021, JAMA oncology.

[33]  M. Seven,et al.  Experiences of breast cancer survivors during the COVID-19 pandemic: a qualitative study , 2021, Supportive Care in Cancer.

[34]  Stacey A. Kenfield,et al.  Loneliness and symptom burden in oncology patients during the COVID‐19 pandemic , 2021, Cancer.

[35]  Mogesie Necho,et al.  Prevalence of anxiety, depression, and psychological distress among the general population during the COVID-19 pandemic: A systematic review and meta-analysis , 2021, The International journal of social psychiatry.

[36]  V. Paudyal,et al.  Cancer Services During the COVID-19 Pandemic: Systematic Review of Patient’s and Caregiver’s Experiences , 2021, medRxiv.

[37]  F. Ashbury COVID-19 and supportive cancer care: key issues and opportunities. , 2021, Current opinion in oncology.

[38]  M. Hammer,et al.  Experiences of people affected by cancer during the outbreak of the COVID-19 pandemic: an exploratory qualitative analysis of public online forums , 2021, Supportive Care in Cancer.

[39]  G. Saini,et al.  Disentangling the Coronavirus Disease 2019 Health Disparities in African Americans: Biological, Environmental, and Social Factors , 2021, Open forum infectious diseases.

[40]  Á. Monterrosa-Castro,et al.  Perceived Loneliness and Severe Sleep Disorders in Adult Women during the Covid-19 Quarantine: A Cross-Sectional Study in Colombia , 2021, Journal of primary care & community health.

[41]  A. Gloster,et al.  Impact of COVID-19 pandemic on mental health: An international study , 2020, PloS one.

[42]  N. Berger,et al.  Analyses of Risk, Racial Disparity, and Outcomes Among US Patients With Cancer and COVID-19 Infection. , 2020, JAMA oncology.

[43]  Camille Blais-Rochette,et al.  Prevalence of symptoms of depression, anxiety, insomnia, posttraumatic stress disorder, and psychological distress among populations affected by the COVID-19 pandemic: A systematic review and meta-analysis , 2020, Psychiatry Research.

[44]  Genevieve Graaf,et al.  COVID-19, Social Determinants Past, Present, and Future, and African Americans’ Health , 2020, Journal of Racial and Ethnic Health Disparities.

[45]  N. Dailey,et al.  Loneliness during the first half-year of COVID-19 Lockdowns , 2020, Psychiatry Research.

[46]  R. Esteve,et al.  Chronic pain in the time of COVID-19: Stress aftermath and central sensitization. , 2020, British journal of health psychology.

[47]  M. Chasen,et al.  Systematic rapid living review of the impact of the COVID-19 pandemic on cancer survivors: update to August 27, 2020 , 2020, Supportive Care in Cancer.

[48]  S. Bastianini,et al.  Stress & sleep: A relationship lasting a lifetime , 2020, Neuroscience & Biobehavioral Reviews.

[49]  R. Stewart,et al.  Depression, anxiety, and suicidality in patients with prostate cancer: a systematic review and meta-analysis of observational studies , 2020, Prostate Cancer and Prostatic Diseases.

[50]  S. Pedersen,et al.  Loneliness, Social Isolation, and Chronic Disease Outcomes. , 2020, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[51]  F. Zhou,et al.  Epidemiology of mental health problems among patients with cancer during COVID-19 pandemic , 2020, Translational Psychiatry.

[52]  Roni Elran-Barak,et al.  One Month into the Reinforcement of Social Distancing due to the COVID-19 Outbreak: Subjective Health, Health Behaviors, and Loneliness among People with Chronic Medical Conditions , 2020, International journal of environmental research and public health.

[53]  J. Levine,et al.  Higher Levels of Stress Are Associated with a Significant Symptom Burden in Oncology Outpatients Receiving Chemotherapy. , 2020, Journal of pain and symptom management.

[54]  J. Wild,et al.  The impact of COVID‐19 on the cancer care of adolescents and young adults and their well‐being: Results from an online survey conducted in the early stages of the pandemic , 2020, Cancer.

[55]  R. Caruso,et al.  Living with cancer in the COVID‐19 pandemic: An Italian survey on self‐isolation at home , 2020, European journal of cancer care.

[56]  N. Salari,et al.  Prevalence of stress, anxiety, depression among the general population during the COVID-19 pandemic: a systematic review and meta-analysis , 2020, Globalization and Health.

[57]  M. Frey,et al.  Impact of the COVID-19 Pandemic on Quality of Life for Women with Ovarian Cancer , 2020, American Journal of Obstetrics and Gynecology.

[58]  C. Barry,et al.  Psychological Distress and Loneliness Reported by US Adults in 2018 and April 2020. , 2020, JAMA.

[59]  P. Filipe,et al.  Persistent SARS-CoV-2 infection and the risk for cancer , 2020, Medical Hypotheses.

[60]  M. Ikeda,et al.  Loneliness and social isolation during the COVID-19 pandemic , 2020, International Psychogeriatrics.

[61]  E. I. de la Fuente-Solana,et al.  Anxiety prevalence in lymphoma: A systematic review and meta-analysis. , 2020, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[62]  B. Rybarczyk,et al.  Loneliness and sleep: A systematic review and meta-analysis , 2020, Health psychology open.

[63]  H. Rafiemanesh,et al.  Prevalence of anxiety among breast cancer patients: a systematic review and meta-analysis , 2019, Breast Cancer.

[64]  J. Levine,et al.  DISTINCT STRESS PROFILES AMONG ONCOLOGY PATIENTS UNDERGOING CHEMOTHERAPY. , 2019, Journal of pain and symptom management.

[65]  S. Schabrun,et al.  The Role of Perceived Stress and Life Stressors in the Development of Chronic Musculoskeletal Pain Disorders: A Systematic Review. , 2019, The journal of pain : official journal of the American Pain Society.

[66]  Paul A. Harris,et al.  The REDCap consortium: Building an international community of software platform partners , 2019, J. Biomed. Informatics.

[67]  R. Feinn,et al.  Psychometric Evaluation of the Social Isolation Scale in Older Adults. , 2019, The Gerontologist.

[68]  A. Arnsten,et al.  Loss of Prefrontal Cortical Higher Cognition with Uncontrollable Stress: Molecular Mechanisms, Changes with Age, and Relevance to Treatment , 2019, Brain sciences.

[69]  A. Prather,et al.  Links Between Stress, Sleep, and Inflammation: Are there Sex Differences? , 2019, Current Psychiatry Reports.

[70]  J. Bower The role of neuro‐immune interactions in cancer‐related fatigue: Biobehavioral risk factors and mechanisms , 2019, Cancer.

[71]  Huimin Xiao,et al.  The risk factors for depression in cancer patients undergoing chemotherapy: a systematic review , 2018, Supportive Care in Cancer.

[72]  S. Kesler,et al.  Modifiable correlates of perceived cognitive function in breast cancer survivors up to 10 years after chemotherapy completion , 2018, Journal of Cancer Survivorship.

[73]  W. Caan,et al.  An overview of systematic reviews on the public health consequences of social isolation and loneliness. , 2017, Public health.

[74]  G. Shields,et al.  Lifetime Stress Exposure and Health: A Review of Contemporary Assessment Methods and Biological Mechanisms. , 2017, Social and personality psychology compass.

[75]  D. Weber,et al.  Cancer and Cancer-Related Fatigue and the Interrelationships With Depression, Stress, and Inflammation , 2016, Journal of evidence-based complementary & alternative medicine.

[76]  Timothy B. Smith,et al.  Loneliness and Social Isolation as Risk Factors for Mortality , 2015, Perspectives on psychological science : a journal of the Association for Psychological Science.

[77]  T. Ehring,et al.  Diagnostic Utility of the Impact of Event Scale–Revised in Two Samples of Survivors of War , 2013, PloS one.

[78]  Sheldon Cohen,et al.  Who's Stressed? Distributions of Psychological Stress in the United States in Probability Samples from 1983, 2006, and 2009 , 2012 .

[79]  David L Ronis,et al.  The Attentional Function Index—a self‐report cognitive measure , 2011, Psycho-oncology.

[80]  L. Hawkley,et al.  Loneliness Matters: A Theoretical and Empirical Review of Consequences and Mechanisms , 2010, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[81]  B. Muthén,et al.  Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study , 2007 .

[82]  S. Keir,et al.  Differential levels of stress in caregivers of brain tumor patients—observations from a pilot study , 2006, Supportive Care in Cancer.

[83]  C. Victora,et al.  Reliability and validity of the International Physical Activity Questionnaire (IPAQ). , 2004, Medicine and science in sports and exercise.

[84]  M. Liang,et al.  The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. , 2003, Arthritis and rheumatism.

[85]  Yoshiharu Kim,et al.  RELIABILIGY AND VALIDITY OF THE JAPANESE-LANGUAGE VERSION OF THE IMPACT OF EVENT SCALE-REVISED (IES-R-J): FOUR STUDIES OF DIFFERENT TRAUMATIC EVENTS , 2002, The Journal of nervous and mental disease.

[86]  B. Muthén,et al.  Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm , 1999, Biometrics.

[87]  G. Celeux,et al.  An entropy criterion for assessing the number of clusters in a mixture model , 1996 .

[88]  Kathryn A. Lee,et al.  Validity and reliability of a scale to assess fatigue , 1991, Psychiatry Research.

[89]  H P Godfrey,et al.  Some normative, reliability, and factor analytic data for the revised UCLA Loneliness Scale. , 1988, Journal of clinical psychology.

[90]  T. Kamarck,et al.  A global measure of perceived stress. , 1983, Journal of health and social behavior.

[91]  C. Cleeland,et al.  Development of the Wisconsin Brief Pain Questionnaire to assess pain in cancer and other diseases , 1983, Pain.

[92]  D. Russell,et al.  The revised UCLA Loneliness Scale: concurrent and discriminant validity evidence. , 1980, Journal of personality and social psychology.

[93]  L. Radloff The CES-D Scale , 1977 .

[94]  J. Holt-Lunstad,et al.  Loneliness and Social Isolation as Risk Factors for Mortality: A Loneliness and Social Isolation as Risk Factors for Mortality: A Meta-Analytic Review Meta-Analytic Review , 2021 .

[95]  Jae Warrander,et al.  Performance of Scale , 2013 .

[96]  Sheldon Cohen,et al.  Who ’ s Stressed ? Distributions of Psychological Stress in the United States in Probability Samples from 1983 , 2006 , and 20091 S , 2012 .

[97]  F. Sjöberg,et al.  Psychometric Properties of the Impact of Event Scale-Revised in Patients One Year After Burn Injury , 2010, Journal of burn care & research : official publication of the American Burn Association.

[98]  Helena Motlagh,et al.  Impact of Event Scale-revised. , 2010, Journal of physiotherapy.

[99]  B. Muthén BEYOND SEM: GENERAL LATENT VARIABLE MODELING , 2002 .

[100]  L. Radloff The CES-D Scale: A Self-Report Depression Scale for Research in the General Population — Source link , 2022 .

[101]  Martyn A. Frencha,et al.  in patients: a systematic review and meta-analysis with a , 2022 .