Individual quality of life in spousal ALS patient-caregiver dyads

Amyotrophic lateral sclerosis in Argentina: unveiling the burden of treatment through patient and caregiver perspectives

PURPOSE

To examine the burden of treatment (BoT) experienced by people with Amyotrophic Lateral Sclerosis (ALS) in Argentina.

METHODS

Qualitative methodological design based on semi-structured interviews. Nineteen semi-structured interviews were conducted (PwALS = 7, informal caregivers= 12). The interview guides were designed based on the literature and BoT theory. Data were analysed following a framework analysis approach.

RESULTS

The research highlighted the arduous journey toward obtaining a diagnosis, marked by delays influenced by healthcare system inefficiencies, lack of disease awareness and pandemic-related anxiety. Receiving the diagnosis was a destabilising experience, triggering the need to reframe self-identity, a new reality. As the disease progressed, patients encountered significant challenges in their daily activities and basic tasks, affecting their ability to work, communicate, and manage personal care. The burden extended beyond the patients to their primary caregivers. Access to specialised care, bureaucratic complexities in securing treatment, and the financial impact of managing the disease posed substantial challenges.

CONCLUSION

The findings offer valuable insights into the experiences of PwALS and their caregivers in Argentina. They underscore the need for increased disease awareness, improved access to specialised care, and enhanced support networks to alleviate the burdens PwALS and their families face.

Accessing and Receiving Speech-Language Pathology Services at the Multidisciplinary Amyotrophic Lateral Sclerosis Clinic: An Exploratory Qualitative Study of Patient Experiences and Needs

PURPOSE

This study sought to explore how patients with amyotrophic lateral sclerosis (ALS) presenting with coexisting bulbar and cognitive impairments and their caregivers experienced the speech-language pathologist (SLP) services provided in multidisciplinary ALS clinics in Canada and identified their perceived needs for bulbar symptom management.

METHOD

This qualitative study was informed by interpretive description. Seven interviews were conducted with patients with severe bulbar dysfunction or severe bulbar and cognitive dysfunction due to ALS or ALS-frontotemporal dementia, respectively, and/or their caregivers. Purposive sampling was used to recruit individuals with severe bulbar or bulbar and cognitive disease. Thematic analysis was used to analyze interview data.

RESULTS

Patients and caregivers reported difficulties with accessing and receiving SLP services at the multidisciplinary ALS clinic. These difficulties were further exacerbated in those with severe cognitive disease. Participants expressed a need for more specific (i.e., disease and service-related) information and personalized care to address their changing needs and preferences. Engaging caregivers earlier in SLP appointments was perceived as vital to support care planning and provide in-time caregiver education.

CONCLUSIONS

This study highlighted the challenges experienced by patients and caregivers in accessing and receiving SLP services. There is a pressing need for a more person-centered approach to ALS care and a continuing need for education of SLPs on care provision in cases of complex multisymptom diseases within a multidisciplinary ALS clinic.

SUPPLEMENTAL MATERIAL

https://doi.org/10.23641/asha.24069222.

A Model-Based Economic Evaluation of Hypothetical Treatments for Amyotrophic Lateral Sclerosis in the UK: Implications for Pricing of New and Emerging Health Technologies

BACKGROUND

Amyotrophic lateral sclerosis (ALS) is a devastating disease which leads to loss of muscle function and paralysis. Historically, clinical drug development has been unsuccessful, but promising disease-modifying therapies (DMTs) may be on the horizon.

OBJECTIVES

The aims of this study were to estimate survival, quality-adjusted life-years (QALYs) and costs under current care, and to explore the conditions under which new therapies might be considered cost effective.

METHODS

We developed a health economic model to evaluate the cost effectiveness of future ALS treatments from a UK National Health Service and Personal Social Services perspective over a lifetime horizon using data from the ALS-CarE study. Costs were valued at 2021/22 prices. Two hypothetical interventions were evaluated: a DMT which delays progression and mortality, and a symptomatic therapy which improves utility only. Sensitivity analysis was conducted to identify key drivers of cost effectiveness.

RESULTS

Starting from King's stage 2, patients receiving current care accrue an estimated 2.27 life-years, 0.75 QALYs and lifetime costs of £68,047. Assuming a 50% reduction in progression rates and a UK-converted estimate of the price of edaravone, the incremental cost-effectiveness ratio for a new DMT versus current care is likely to exceed £735,000 per QALY gained. Symptomatic therapies may be more likely to achieve acceptable levels of cost effectiveness.

CONCLUSIONS

Regardless of efficacy, DMTs may struggle to demonstrate cost effectiveness, even at a low price. The cost effectiveness of DMTs is likely to be strongly influenced by drug price, the magnitude and durability of relative treatment effects, treatment starting/stopping rules and any additional utility benefits over current care.

Quality of life, cognitive and behavioural impairment in people with motor neuron disease: a systematic review

PURPOSE

Motor neuron disease (MND) is a neurodegenerative disease, progressively impacting function and self-perceived quality of life (QoL). Up to 50% of people with MND can present with cognitive and behavioural impairment, with an associated increase in caregiver burden or strain. However, there has been no systematic exploration of the relationship between QoL and cognitive or behavioural impairment in MND. The aim was to determine if there is a relationship between QoL and cognitive/behavioural impairment in MND, while also supplementarily looking to determine the types of cognitive/behavioural and QoL measures utilised in these studies.

METHODS

A systematic search was performed across multiple databases (PsychINFO, Embase, Medline, AMED) for research published up to the date of February 22, 2023. Studies utilising quantitative methods of measuring QoL, cognitive/behavioural functioning/impairment were included. Findings examining relationships between QoL-cognitive/behavioural impairment were extracted and synthesised.

RESULTS

A total of 488 studies were identified, with 14 studies included in the systematic review. All 14 studies were observational (11 cross-sectional, 3 longitudinal). 13 studies utilised MND non-specific measures, particularly in relation to QoL and cognitive impairment. Of 8 studies measuring behavioural impairment 62.5% (N = 5) found either a lower QoL difference or association. Only 33.3% (N = 4) of 12 studies measuring cognitive impairment found a lower QoL difference or association.

CONCLUSIONS

This systematic review shows that behavioural impairment may have an impact on QoL in MND. There is variability in types of assessments used to measure QoL and also cognitive/behavioural impairment, most of which are disease-non-specific. Recommendations for future research are to use comprehensive disease-specific, multidomain measures to further elucidate the QoL-cognitive/behavioural impairment relationship.

Incidence of amyotrophic lateral sclerosis-associated genetic variants: a clinic-based study

OBJECTIVE

This study is to determine the incidence of genetic forms of amyotrophic lateral sclerosis (ALS) in clinic-based population.

METHODS

Next-generation sequencing (NGS) of whole exome sequencing (WES) was conducted among a total of 374 patients with definite or probable ALS to identify ALS-associated genes based on ALSoD database ( https://alsod.ac.uk ) [2023-07-01].

RESULTS

Variants of ALS-associated genes were detected in 54.01% (202/374) ALS patients, among which 8.29% (31/374) were pathogenic/likely pathogenic (P/LP). The detection rates of P/LP variants were significantly higher in familial ALS than sporadic ALS (42.31% vs 5.75%, p < 0.001), while VUS mutations were more commonly detected in sporadic ALS (23.07% vs 47.13%, p = 0.018). There is no significant difference in detection rate between patients with and without early onset (8.93% vs 7.77%), rapid progression (9.30% vs 8.91%), cognitive decline (15.00% vs 7.93%), and cerebellar ataxia (20.00% vs 8.15%) (p > 0.05).

CONCLUSION

Over half of our ALS patients carried variants of ALS-related genes, most of which were variants of uncertain significance (VUS). Family history of ALS could work as strong evidence for carrying P/LP variants regarding ALS. There was no additionally suggestive effect of indicators including early onset, progression rate, cognitive decline, or cerebellar ataxia on the recommendation of genetic testing in clinical practice.

[Psychologically guided group meetings for family caregivers of ALS patients]

BACKGROUND

The course of amyotrophic lateral sclerosis (ALS,) associated with progressive physical limitations, is a challenge to the patients themselves and also to their family caregivers, who have to deal with psychosocial, socio-medical and organizational issues. Caregivers are often closely involved and heavily burdened themselves, which is why specific support is recommended. The aim of this study was to investigate the feasibility and acceptance of psychologically guided supportive group meetings for family caregivers in a specialist ALS outpatient clinic.

METHODS

Over a period of two years, data were collected from a total of 26 caregivers of ALS patients in order to evaluate the relevance, usefulness and criticisms of open-topic meetings that took place every three months.

RESULTS

Topics discussed in the meetings included mainly psychosocial issues such as self-care, dealing with emotions or with conflicts with the patients and third parties, as well as practical and organizational matters. The meetings were predominantly rated as helpful, well understandable and personally relevant and the exchange in a "community of destiny" was perceived as emotionally relieving.

DISCUSSION

The ALS caregiver group meetings in the described format were easy to carry out and well accepted. Supportive interventions, such as the one reported here, might be a valuable component of ALS care, to relieve the highly burdened caregivers of ALS-patients by providing them with social, emotional and practical support. However, the quantitative verification of the intervention's effectiveness is challenging - both methodologically and due to the caregivers' complex life situation. Psychosocial support services for ALS caregivers are feasible with little effort and should be an integral part of the standard ALS care based on a multi-dimensional, palliative care concept.

Living beyond loss: a qualitative investigation of caregivers' experiences after the death of their relatives with amyotrophic lateral sclerosis

BACKGROUND

Caregivers of Amyotrophic Lateral Sclerosis (ALS) patients experience varying psychological responses following the patient's death, including sadness, loneliness, guilt, and a loss of purpose.

OBJECTIVES

This research aims to investigate the caregiver journey experienced from the time of diagnosis to the loss of a care recipient, with a specific focus on understanding the factors that contribute to improved coping with bereavement.

METHODS

The present study used the Interpretative Phenomenological Approach (IPA) to qualitatively explore the accounts of 41 Italian bereaved caregivers of people affected by ALS (Mean Age = 59.78; Female: 60.98%; Male: 39.02%).

RESULTS

Results revealed 5 overarching themes representing 5 macro areas that emerged from the analysis of the interviews ("Caregiver's perception of his/her life", "Caregiver's feelings", "Caregiver's life after patient's death", "Caregiver's disease description", "Caregiver's help resources"), these were further defined based on 12 main themes, which were, in turn, articulated into 30 subthemes. The transition from life before ALS ("a peaceful landscape") to caregiver life (compared to the color "black") was a "shock", during which caregivers had to change their needs. However, life after the person living with ALS' death was both characterized by a sense of "re-birth" and "emptiness", and a general need for "psychological assistance" and "social support".

CONCLUSIONS

Results emphasize the need to improve the psychological support offered to caregivers of person living with ALS after the patient's death, tailoring it to the specificity of the condition, to meet their emotional needs, reduce isolation and help them cope with practical challenges and plans.

Symptoms of anxiety and depression in patients with amyotrophic lateral sclerosis and their relatives during the disease trajectory

OBJECTS

The aim of this study was to describe the presence of anxiety and depression among patients with Amyotrophic Lateral Sclerosis (ALS) and their relatives from diagnosis and during the disease progression. An additional aim was to explore if the patient's physical function correlated with the patients' or relatives' anxiety and depression.

METHODS

A prospective and longitudinal study, including 33 patients with ALS and their relatives who filled out the Hospital Anxiety and Depression Scale (HADS) at the time of diagnosis and over a period of two years. The patient's physical function was measured with the revised Amyotrophic Lateral Sclerosis Functional and Rating Scale (ALS FRS-R).

RESULTS

The results showed that many patients (45%) and relatives (58%) had symptoms of anxiety and that 13% of the patients and 29% of the relatives had symptoms of depression soon after the patient had been diagnosed with ALS. The prevalence of anxiety decreased over time in the group of patients but remained stable in the group of relatives. Relatives had more symptoms of anxiety compared to patients. There was a correlation between the patient's physical function and HADS in the group of relatives; however, no correlation was found in the group of patients.

CONCLUSION

The results showed that many patients and relatives suffered from symptoms of anxiety quite soon after their diagnosis, and that many relatives had symptoms of anxiety during the disease trajectory. This highlights the need to continuously measure patients' anxiety/depression level but also to pay attention to symptoms among relatives.

Nurses' challenges when supporting the family of patients with ALS in specialized palliative home care: A qualitative study

PURPOSE

Being a family member to someone who has amyotrophic lateral sclerosis (ALS) is demanding and often requires sacrificing a lot. Family members can experience fatigue, anxiety, guilt and need support. The aim was to explore registered nurses' (RNs') experiences of providing support to the families of patients with ALS within specialized palliative home care (SPHC).

METHODS

A qualitative explorative design. Interviews were conducted with RNs (n = 11) from five SPHCs in Sweden and analysed using qualitative content analysis.

RESULTS

The results emerged in the following categories:"To support in an increasingly difficult everyday life", based on the sub-categories: "Creating a trusting relationship", "Balancing between the needs of patients and their families", and "Sharing knowledge about dying to the families";"To support in emotionally challenging situations", based on the sub-categories: "Harbouring family members' difficult feelings", "Providing support even though the situation is unpleasant" and "Being able to give support by receiving confirmation and support from others".

CONCLUSIONS

RNs working in SPHC have an important role in providing support in several ways to the families of patients with ALS, through facilitating their everyday life and giving emotional support when needed, based on the needs of both patients and the families.

Distinct dyadic quality of life profiles among patient-caregiver dyads with advanced lung cancer: a latent profile analysis

PURPOSE

This study aimed to identify the heterogeneity of dyadic quality of life (QoL) profiles, determine whether these profiles differ in terms of demographic and medical factors, neuroticism, resilience, and family functioning, and explore the combined effect of patient and caregiver neuroticism, resilience, and family functioning on dyadic QoL profiles.

METHODS

A cross-sectional study was conducted with 304 advanced lung cancer patient-caregiver dyads. Self-report questionnaires were administered to patient-caregiver dyads to assess demographic and medical characteristics, neuroticism, resilience, family functioning, and QoL.

RESULTS

The latent profile analysis identified four subgroups of dyadic QoL: patient-low-caregiver-high profile (38.82%), patient-high-caregiver-high profile (22.37%), patient-high-caregiver-low profile (19.74%), and patient-low-caregiver-low profile (19.08%). Additionally, when both patients and their caregivers had a high level of neuroticism or low level of resilience and low family functioning, compared with only member having them, there was a higher risk of poorer dyadic QoL.

CONCLUSIONS

Our study identified the four heterogeneities of dyadic QoL profiles among advanced lung cancer patient-caregiver dyads. Future dyadic interventions should consider the heterogeneity of dyadic QoL in this population and prioritize patient-caregiver dyads at risk of poor dyadic QoL. Furthermore, when high neuroticism, low resilience, or family functioning coexist between patients and their caregivers, both parties exhibit much lower dyadic QoL.

Prospective study to evaluate quality of life in amyotrophic lateral sclerosis

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative rare disease characterized by symptoms and signs in the upper and lower motor neurons, leading to progressive neuro-degeneration and muscle atrophy. Our objective was to analyse the quality of life (QoL) in patients with ALS and compare with general population and with patients with cancer. Prospective study from consecutive ALS patients in one center. In order to assess quality of life, during the first visit three questionnaires were administered: Amyotrophic Lateral Sclerosis Functional Rating Scale (ALSFRS-R), Short Form-36 (SF-36) and EuroQoL 5D (EQ-5D). We compared SF-36 of ALS patients with a reference population (n = 9151), and we compared the EQ-5D index score of ALS patients versus patients with cancer in the same area and in the same period (2015-2018). Between June 2015 and September 2017, 23 were included. The mean age was 65.1 ± 12.6 years and 56.5% were women. Compared with the general population, patients with ALS showed lowest QoL (p < 0.05) in all the dimensions, with a very important impairment in physical function (median: 0; p25-75: 0-10) and physical role (median: 0; p25-75: 0-6.25). In EQ-5D questionnaire, patients with ALS presented an EQ-5D index score of 0.21 ± 0.39 (mean ± standard deviation) with a visual analog scale (VAS) score of 0.32 ± 0.24. Compared with an oncological population, patients with ALS had a worse EQ-5D index score both clinically and statistically (0.21 ± 0.39 vs. 0.77 ± 0.27; p < 0.05). We demonstrate a poorer quality of life in patients with ALS is poor, and clinically and statistically worse than in patients with cancer or general population. New studies need to evaluate the impact of strategies in this population to improve the quality of life.

Quality of Life in Amyotrophic Lateral Sclerosis Patients and Care Burden of Caregivers in Sardinia during COVID-19 Pandemic

Amyotrophic Lateral Sclerosis (ALS) is a rare neurogenerative disorder whose median survival ranges from 2 to 4 years after symptomatic onset. Therefore, the global Quality of Life (QoL) assessment in these patients should be carefully evaluated to guarantee an adequate care level, particularly during the COVID-19 pandemic period, given the increased social isolation and the pressure on healthcare services. Caregiving has been recognized as an important source of physical and psychological burden, with a possible QoL impairment. The purpose of this study was to evaluate the QoL of ALS patients and the burden of their caregivers across Sardinia, Italy. The ALS Specific QoL Instrument-Short Form (ALSSQOL-SF) and the Zarit Burden Inventory (ZBI) tools were used to assess patient's QoL and the burden on their caregivers, respectively. The questionnaires were supplemented with items specific for the COVID-19 period. Sixty-six family units of patients with advanced ALS were interviewed between June and August 2021 across Sardinia. Patients' psychological and social well-being were found to significantly affect the patients' QoL, regardless of their physical condition. In addition, the caregiver burden resulted as being inversely proportional to the patient's perceived QoL. Lack of adequate psychological support was reported among the caregivers during the emergency period. Providing adequate psychological and social support might be useful to improve QoL in middle and late stages of ALS patients and to decrease caregivers' perceived home care burden.

Navigating ALS: An overlooked disease

ABSTRACT

Amyotrophic lateral sclerosis (ALS) is a rare and serious disease affecting approximately 20,000 people in the US. This article details the signs, symptoms, and diagnosis of ALS and important management considerations.

Care, burden and self-described positive aspects of caring in amyotrophic lateral sclerosis: an exploratory, longitudinal, mixed-methods study

OBJECTIVES

To explore factors associated with care burden and the self-described positive aspects of caring for a person living with amyotrophic lateral sclerosis (ALS) over time.

DESIGN

Exploratory longitudinal mixed-methods study.

SETTING

A national multidisciplinary tertiary clinic in Dublin, Ireland.

PARTICIPANTS

Participants were informal caregivers of people living with ALS (plwALS) attending the national ALS/motor neuron disease Clinic Dublin. This study focuses on informal caregivers who completed five consecutive interviews (n = 17) as part of a larger multisite study, over the course of 2.5 years. Participants were over the age of 18. Formal paid caregivers were not included.

OUTCOME MEASURES

Data were collected on demographic and well-being measures and an open-ended question asked about positive aspects of caregiving. Relevant statistical analysis was carried out on quantitative data and qualitative data were analysed thematically.

RESULTS

The caregivers in this study were predominantly female and spouse/partners of the plwALS. Hours of care provided and self-assessed burden increased substantially over time, psychological distress reached clinical significance and quality of life remained relatively stable. Positive aspects identified were thematised as meaning in life and personal satisfaction and varied in relative frequency across phases of the caregiving trajectory.

CONCLUSIONS

The co-occurrence of negative and positive factors influences the experiences of informal caregivers in ALS. It is important to explore and acknowledge positive aspects, how they develop and are sustained in order to inform supportive services. The cyclical adaptation identified in this study provides evidence for time sensitive targeted supports.

Care partner support

Palliative care focuses on improving the quality of life of people living with serious illness and their family carers. However despite policy, clinical, and research evidence underpinning the importance of a family approach to care, as well as justification for early palliative care integration, systemic inadequacies have impeded the quality of family support. This chapter provides an overview of common concepts in caregiving, a framework through which carer well-being can be understood, and an overview of disease specific considerations for care partners. There are several main needs that are relevant to care partners across disease settings include (1) information and guidance to prepare them for the role; (2) how to alleviate discomfort for the person with illness; (3) enhancing skills for the physical tasks of the role; (4) strategies for managing the psychological, and financial implications of the care partner role; and (5) assistance in advance care planning and on preparing for the care recipient's death. Care partner coping is a result of complex interactions between stressors and mediators as they navigate chronic illness, but palliative providers with an understanding of these factors are well-positioned to address carer risk factors and provide appropriate support.

Quality of life and mental health in the locked-in-state-differences between patients with amyotrophic lateral sclerosis and their next of kin

For both patients with amyotrophic lateral sclerosis (ALS) and their next of kin (NOK), the maintenance of quality of life (QoL) and mental health is particularly important. First studies suggest significant discrepancies between QoL reports by patients and NOK, but little is known for advanced ALS stages. To address this issue, we screened 52 ALS patients in incomplete locked-in state (iLIS). Final results were obtained for 15 couples of iLIS patients and NOK. We assessed patients' and NOK's subjective QoL, depression and anxiety and NOK's caregiver burden. Gaze controlled questionnaires allowed direct assessment of patients. Patients and NOK self-reported comparable, mostly moderate to high levels of QoL. Of note, NOK indicated stronger anxiety symptoms. Higher anxiety levels in NOK were associated with stronger caregiver burden and reduced QoL. No significant misjudgment of patient's QoL by the NOK was evident, while patients overestimated NOK's global QoL. However, NOK with severe caregiver burden and depression symptoms gave poorer estimations of patients' QoL. This relationship is relevant, considering NOK's impact on life critical treatment decisions. While the daily time NOK and patient spend together was positively correlated with NOK's QoL and mental health, this was not reversely found for the patients. Our results suggest that NOK adapt less successfully to the disease and concomitant experience of loss and point to an urgent need for specialized psychosocial support. The findings emphasize the importance of direct psychological wellbeing assessment of both patients and NOK in clinical practice, enabled by eye-tracking technology for patients in iLIS.

Burden and benefit-A mixed methods study of informal Amyotrophic Lateral Sclerosis caregivers in Ireland and the Netherlands

OBJECTIVES

Amyotrophic Lateral Sclerosis (ALS) is a systemic and terminal disorder of the central nervous system which causes paralysis of limbs, respiratory and bulbar muscles, impacting on physical, communication, cognitive and behavioural functioning. Informal caregivers play a key role in the care of people with ALS. This study aimed to explore experiences of burden along with any beneficial aspects of caregiving in ALS. An understanding of both burden and benefit is important to support the informal caregiver and the person with ALS.

METHODS/DESIGN

This exploratory mixed methods study characterizes two groups of informal caregivers in Ireland (n = 76) and the Netherlands (n = 58). In a semi-structured interview, quantitative data were collected in the form of standardized measures assessing psychological distress, quality of life and burden. Qualitative data were collected from an open ended question, in which caregivers identified positive aspects in their caregiving experience. These data types were purposefully mixed in the analysis and interpretation stages, to provide a greater depth of evidence through diverse research lenses.

RESULTS

The caregiver cohorts were predominantly female (69%) and spouse/partners (84%) of the person with ALS. Greater levels of self-assessed burden were found among the caregivers in the Netherlands (p < 0.05), and higher levels of quality of life among the cohort from Ireland (p < 0.05). Themes generated through qualitative analysis identified caregiver satisfaction, ability to meet the patient's needs and the (re) evaluation of meaning and existential aspects of life as positive aspects of caregiving. Existential factors were identified frequently by the caregivers in Ireland, and personal satisfaction and meeting their care recipient's needs by caregivers in the Netherlands. Three percent of all respondents reported there was nothing positive about caregiving.

CONCLUSIONS

Based on our findings, we suggest that both burden and the presence of positive factors should be evaluated and monitored. The possibility of concurrent positive and challenging experiences should be considered in the design and delivery of supportive interventions for informal caregivers.

A Clinical Decision Support System for the Prediction of Quality of Life in ALS

Amyotrophic Lateral Sclerosis (ALS), also known as Motor Neuron Disease (MND), is a rare and fatal neurodegenerative disease. As ALS is currently incurable, the aim of the treatment is mainly to alleviate symptoms and improve quality of life (QoL). We designed a prototype Clinical Decision Support System (CDSS) to alert clinicians when a person with ALS is experiencing low QoL in order to inform and personalise the support they receive. Explainability is important for the success of a CDSS and its acceptance by healthcare professionals. The aim of this work isto announce our prototype (C-ALS), supported by a first short evaluation of its explainability. Given the lack of similar studies and systems, this work is a valid proof-of-concept that will lead to future work. We developed a CDSS that was evaluated by members of the team of healthcare professionals that provide care to people with ALS in the ALS/MND Multidisciplinary Clinic in Dublin, Ireland. We conducted a user study where participants were asked to review the CDSS and complete a short survey with a focus on explainability. Healthcare professionals demonstrated some uncertainty in understanding the system's output. Based on their feedback, we altered the explanation provided in the updated version of our CDSS. C-ALS provides local explanations of its predictions in a post-hoc manner, using SHAP (SHapley Additive exPlanations). The CDSS predicts the risk of low QoL in the form of a probability, a bar plot shows the feature importance for the specific prediction, along with some verbal guidelines on how to interpret the results. Additionally, we provide the option of a global explanation of the system's function in the form of a bar plot showing the average importance of each feature. C-ALS is available online for academic use.

Informal Caregivers in Amyotrophic Lateral Sclerosis: A Multi-Centre, Exploratory Study of Burden and Difficulties

Amyotrophic lateral sclerosis (ALS)/motor neuron disease (MND) is a systemic and fatal neurodegenerative condition for which there is currently no cure. Informal caregivers play a vital role in supporting the person with ALS, and it is essential to support their wellbeing. This multi-centre, mixed methods descriptive exploratory study describes the complexity of burden and self-defined difficulties as described by the caregivers themselves. Quantitative and qualitative data were collected during face-to-face interviews with informal caregivers from centres in the Netherlands, England, and Ireland. Standardised measures assessed burden, quality of life, and psychological distress; furthermore, an open-ended question was asked about difficult aspects of caregiving. Most caregivers were female, spouse/partners, and lived with the person with ALS for whom they provided care. Significant differences between national cohorts were identified for burden, quality of life, and anxiety. Among the difficulties described were the practical issues associated with the caregiver role and emotional factors such as witnessing a patient’s health decline, relationship change, and their own distress. The mixed-methods approach allows for a more nuanced understanding of the burden and difficulties experienced. It is important to generate an evidence base to support the psychosocial wellbeing and brain health of informal caregivers.

Prediction of caregiver quality of life in amyotrophic lateral sclerosis using explainable machine learning

Amyotrophic Lateral Sclerosis (ALS) is a rare neurodegenerative, fatal and currently incurable disease. People with ALS need support from informal caregivers due to the motor and cognitive decline caused by the disease. This study aims to identify caregivers whose quality of life (QoL) may be impacted as a result of caring for a person with ALS. In this study, we worked towards the identification of the predictors of a caregiver’s QoL in addition to the development of a model for clinical use to alert clinicians when a caregiver is at risk of experiencing low QoL. The data were collected through the Irish ALS Registry and via interviews on several topics with 90 patient and caregiver pairs at three time-points. The McGill QoL questionnaire was used to assess caregiver QoL—the MQoL Single Item Score measures the overall QoL and was selected as the outcome of interest in this work. The caregiver’s existential QoL and burden, as well as the patient’s depression and employment before the onset of symptoms were the features that had the highest impact in predicting caregiver quality of life. A small subset of features that could be easy to collect was used to develop a second model to use it in a clinical setting. The most predictive features for that model were the weekly caregiving duties, age and health of the caregiver, as well as the patient’s physical functioning and age of onset.

Family Caregiver Suffering in Caring for Patients with Amyotrophic Lateral Sclerosis in Korea

The purpose of this study was to describe the meaning of the suffering experience of Korean ALS family caregivers. This is a descriptive phenomenological study that included ten participants using convenience sampling with maximum variation in a tertiary hospital in Seoul, South Korea. Colaizzi's data analysis method was used to inductively determine themes and formulate meanings. The three main themes derived from analysis were: "frustration with seeing a patient suffering", "burnout at the cost of a life of dedication", and "desperate need for help". Caregivers experience high levels of suffering, which can come in various forms depending on the circumstances of the particular patient and family. Especially, distress from seeing a loved one suffering was another aspect of suffering in Korean ALS caregivers, reflecting strong family ties. At the same time, patients are in desperate need of help and support from their families. Thus, it is essential to provide care to lessen the causes of distress and meet the needs of not only patients, but also caregivers through family-centered care to improve overall quality of life for all involved.