Plain English Summary
Background and study aims
Most studies on tiredness (fatigue) in patients with cancer investigate its factors on a group level. Recent research focuses on the possibility that development of fatigue may differ widely in subgroups of patients.
This study aims to identify these subgroups of patients with clinically different patterns of fatigue, during a 6-month period of chemotherapy for colorectal cancer. Fatigue is a multifactorial concept which can be defined physically as far as psychologically. Our goal is to define the psychosocial determiners of fatigue patterns, based on a theoretical framework in health psychology (Bruchon-Schweitzer, 2002, 2014).
Who can participate?
Adults aged over 18 years with colorectal cancer
What does the study involve?
Participants meet a psychologist researcher at the start of the study and indicate their level of fatigue. This is recorded every two weeks for 6 months using a measurement scale from 0 to 10 (visual analog scale). Participants also complete a questionnaire at the start, 2 months, 4 months and 6 months.
What are the possible benefits and risks of participating?
This study is observational, there are no risks for participants to take part in this study. This study engages patients to be interviewed every two weeks and they are invited to discuss about their symptoms, which is more a benefit than an inconvenience.
Where is the study run from?
1. Montpellier Cancer Institute (France)
2. Sainte-Catherine Institute (France)
3. Cancer Cancer of Montpellier (France)
When is the study starting and how long is it expected to run for?
January 2015 to January 2019
Who is funding the study?
Institut National Du Cancer (France)
Who is the main contact?
Ms Louise Baussard (Scientific)
Ms Louise Baussard
Rue du Pr. Henri Serre
Psychological determiners of distincts fatigue trajectories in colorectal patients undergoing chemotherapy: a latent class analysis
Three trajectories will be highlighted.
1. Low/moderate initial level of fatigue, stable over time
2. Low to moderate initial level of fatigue increasing over time
3. High initial level of fatigue, mostly stable over time
It is expected that anxiety, depressive symptoms, emotional coping strategies, a causal internal attribution and lack of control over the illness, as well as a low social support, will have an impact on the trajectories of fatigue symptom.
National Commission for Data Protection and Liberties (CNIL France), 30/12/2015, ref: DR-2015-730.
Observational prospective longitudinal study
Primary study design
Secondary study design
Quality of life
Patient information sheet
Not available in web format, please use the contact details below to request a patient information sheet
Metastatic colorectal cancer
Participants meet a psychologist-researcher at T0 and indicate their level of fatigue on a visual analog scale (VAS) every two weeks during 6 months. They also fill in questionnaires for psychological variables assessment at T0, but also at 2 months (T1), 4 months (T2) and 6 months (T3).
Demographic and clinical variables (age, gender, level of education, and relationship status are measured. Information regarding clinical variables is retrieved from the hospital registry.
Fatigue is assessed every two weeks using a standardized visual analog scale, developed and published elsewhere (Baussard et al., 2017). The Daily Fatigue Cancer Scale (DFCS) consists of three questions measuring fatigue at time t (‘How tired you are?’, ‘How much you are lacking energy?’, ‘How weary do you feel?’). Patients indicate their rate using a cursor from “not at all” 0 to “extremely” 10. The sensitivity and diagnostic quality of the DFCS is evidenced by ROC curves, which confirms it as a good diagnostic test and highlights the fact that the best item is “I lack energy”. Caregivers have only a 3% chance of misdiagnosing fatigue when the physical item “I lack energy”(VAS) is greater than 5.5 cm (2.16 inches). Additionally, a high VAS did not necessarily correspond to a state of intense fatigue, whereas a less than 5.5 cm (2.16 inches) VAS excluded a state of fatigue at the time of evaluation. Another item allows the assessment of psychological fatigue : "I feel weary".
Latent class analysis is conducted using lcmm Package on R free software, version 3.2.3 (Proust-lima, et al.,) to identify subgroups of patients with similar CRF profiles. Latent class analysis is a data-driven approach that aims to obtain the smallest number of groups with similar profiles based on a categorical latent variable (Magidson and Vemunt, 2004).
The following criteria are applied to choose the best fitting models: first, the Bayesian information criterion (BIC), the Akaike information criteria (AIC) and the sample-adjusted BIC (sabic) are inspected, with lower values indicating better fit. We also consider the entropy values, where values closer to one indicating good separation of trajectories and accurate classification of individuals within those trajectories (Ram & Grimm, 2009). The probability of belonging to a trajectory (postprob), define the discriminating power of classes. Respondents are assigned to the class for which the posterior probability is highest. The factors that discriminate the identified classes are determined using multinomial logistic regression. Differences in the psychological variables (mean scores) between identified CRF classes are determined with t test. All tests are two-sided and significant if p <0.05.
Demographic and clinical characteristics are analyzed as descriptors of fatigue trajectories using mean values for continuous descriptors and frequencies for categorical descriptors, both weighted by the estimated individual trajectory membership probabilities.
Primary outcome measure
1. Fatigue is assessed using the Daily Cancer Fatigue Scale (DFCS), a VAS with two single items questions: "I lack energy" and "I feel weary" to assess both physical and psychological Cancer Related Fatigue at baseline and every two weeks for 6 months.
Secondary outcome measures
1. Fatigue measured using the Multidimensional Fatigue Inventory MFI (validated by Gentile et al., 2003)
2. Anxiety and Depression is measured using the Hospital Anxiety and Depression Scale HADS (developed by Zigmond and Snaith, 1983)
3. Coping strategy is measured using the Ways of Coping Checklist WCC-21 (validated by Cousson-Gélie et al., 2010)
4. Perceived control is assessed using the Cancer Locus of Control Scale CLCS (validated by Cousson-Gélie et al., 2005)
5. Social support is measured using the Social Support Questionnaire SSQ (validated by Segrestan, Rascle, Cousson-Gélie, & Trouette, 2007).
All secondary data is collected at baseline, 2 months, 4 months and 6 months.
Overall trial start date
Overall trial end date
Reason abandoned (if study stopped)
Participant inclusion criteria
1. Age > 18 years
2. Colorectal cancer with metastasis
3. Chemotherapy intravenous (d1-d14) for at least 2 months
Target number of participants
Participant exclusion criteria
1. Younger than 18 years
2. Not able to understand french and those with cognitive impairment
3. Psychiatric disorder
Recruitment start date
Recruitment end date
Countries of recruitment
Trial participating centre
Montpellier Cancer Institute
208 Avenue des Apothicaires 34298 Montpellier Cedex
Trial participating centre
250 Chemin de Baigne Pieds 84918 Avignon
Trial participating centre
Cancer Cancer of Montpellier
25, Rue de Clémentville 34 000 Montpellier
National Cancer Institute
avenue André Morizet
92513 Boulogne Billancourt Cedex
Institut National Du Cancer
The French National Cancer Institute, INCa
Funding Body Type
private sector organisation
Funding Body Subtype
Research institutes and centers
Results and Publications
Publication and dissemination plan
Planned publication in a high impact peer-reviewed journal. Data analysis will be conducted April to June 2018, the paper will be written in September 2018 with intended publication in December 2018.
IPD sharing statement:
The datasets generated during and analysed during the current study will be available upon request from Baussard Louise (firstname.lastname@example.org). Please note that data are:
- raw data and dataframe
- available in 2019 (for 5 years)
- available for replication or meta-analysis authors
Protocol and statistical analysis will be available on request, in a french form document (at email@example.com)
Intention to publish date
Participant level data
Available on request
Basic results (scientific)