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Record W4389258268 · doi:10.1182/blood-2023-189367

Burden of Illness of Alpha- and Beta-Thalassemia: A Qualitative Study

2023· article· en· W4389258268 on OpenAlexaff
Sujit Sheth, Alexander Glaros, Mona L. Martin, Cristina Abel, William R. Lenderking, Susan Morris, Keely Gilroy, Kevin H.M. Kuo

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsMedicineThalassemiaQuality of life (healthcare)Beta thalassemiaDiseaseBlood transfusionDisease burdenInternal medicinePediatrics

Abstract

fetched live from OpenAlex

CONCLUSION Alpha (α)- and beta (β)-thalassemia are inherited red blood cell disorders with a wide spectrum of symptoms, functional manifestations, and disease burden. The standard of care for α- and -β-thalassemia major is regular transfusions and iron chelation therapy. However, symptoms may persist despite treatment. Patients with non-transfusion dependent (NTD) thalassemia are historically considered to have less severe disease than patients who are transfusion-dependent (TD), yet they may experience considerable disease burden negatively affecting their health-related quality of life (HRQoL). Additionally, little is known about the HRQoL of α- thalassemia patients, of whom a majority are NTD. This qualitative research study sought to understand the patient perspective of disease burden experienced with these disorders and explore any differences that might be related to genotype of thalassemia (α or β) or transfusion requirements. Twenty-six adult participants (13 α, 13 β) who have made no changes to their thalassemia treatment for at least 6 months were interviewed about symptoms, impact, quality of life, and transfusion-dependence in a cross-sectional, non-interventional qualitative study. There were 8 males and 18 females; 18 were TD (5 α and 13 β) and 8 were NTD (all α). Symptoms and their impact were elicited via open-ended, semi-structured interviews. Symptom severity and bothersomeness were rated by participants on a 0-10 numerical rating scale (NRS) with 0 meaning no severity or bothersomeness, and 10 meaning extreme severity or bothersomeness. Frequency of participants reporting each symptom during the interview were calculated as a percent of the total participants in each group. Mean symptom severity and bothersomeness among participants reporting the symptom were calculated from responses to the 0-10 NRS. The results were then presented for α- and β-thalassemia, and for TD and NTD groupings of the 26 participants.All participants provided informed consent and all interviews were audio recorded and transcribed for analysis. The most frequently reported symptoms among all participants were fatigue (100%), weakness (73%), shortness of breath (69%) and difficulty focusing (73%). Mean severity and bothersomeness scores for these 4 symptoms were generally similar across genotype and transfusion status, with mean severity scores for all participants ranging from 6.6 to 7.8, and mean bothersomeness scores ranging from 6.9 to 8.0 (Figures 1 and 2). Pain was reported by all groups but more frequently by TD than NTD (72% vs 50%) and β- compared to α-thalassemia participants (77% vs 54%). Pain bothersome ratings ranged from 6.4 to 8.7 indicating many of these patients are bothered or distressed by the symptom. Other frequently described and bothersome symptoms included difficulty with focused attention and memory (6 to 7.5 across all subgroups), as well as headaches (>6 across all subgroups) Nearly half of the participants (12/26, 46%) reported considerable impact on their function and daily activities regardless of transfusion status or genotype, and a majority (14/26, 54%) reported having to make lifestyle changes because of their thalassemia. The most frequently reported limitations were physical activities, along with interference in sport and leisure activities. More than half of participants (18/26, 69%) reported emotional challenges (including being stigmatized) and having difficulty getting quality sleep. Patients with α-NTDT and α-TD reported a similar degree of symptoms and impact on their HRQoL as patients with β-TDT, despite a historical perception of α-thalassemia as a more benign disease. The fact that many symptoms were commonly reported and were similarly severe and bothersome in both NTDT and TDT, and in both α- and β-thalassemia, suggests that patients with thalassemia are negatively impacted by their disease, regardless of transfusion dependency and genotype. Although the small sample size of this qualitative study precludes any statistical inference, the findings describe the patient experience of thalassemia and helps to inform the development of patient-relevant endpoints for future clinical trials. Additional research is needed to explore the relationship between these symptoms/HRQoL impact and clinical/pathophysiologic correlates.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0060.006
Scholarly communication0.0030.004
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.316
Teacher spread0.298 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations2
Published2023
Admission routes1
Has abstractyes

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