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Record W4409016409 · doi:10.1016/j.clml.2025.03.012

Treatment Patterns and Clinical Outcomes of Patients With Systemic Light Chain Amyloidosis in the United States: Evidence From Real-World Clinical Practice

2025· article· en· W4409016409 on OpenAlexaff
Sophia S. Li, Anita D’Souza, Suzanne Lentzsch, Faiza Zafar, Irina Pivneva, Talissa Watson, Annie Guerin, Shaji Kumar

Bibliographic record

VenueClinical Lymphoma Myeloma & Leukemia · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicAmyloidosis: Diagnosis, Treatment, Outcomes
Canadian institutionsGroup for Research in Decision Analysis
FundersGenentech
KeywordsMedicineClinical PracticeImmunoglobulin light chainSystemic therapyAmyloidosisAL amyloidosisIntensive care medicineDermatologyInternal medicineFamily medicineImmunologyCancer

Abstract

fetched live from OpenAlex

BACKGROUND: This study described real-world treatment patterns and outcomes in patients with systemic light chain (AL) amyloidosis in the United States (US). METHODS: De-identified chart review data were obtained from 117 adult patients diagnosed with systemic AL amyloidosis (01/01/2014-12/31/2021) who initiated 1 L treatment, outside of a clinical trial setting, on or after January 1, 2014, and received ≥ 1 treatment at a US medical center. RESULTS: Among patients, (median age: 63.2 years; female: 50.4%; White: 73.5%; Black/African American: 14.5%), most patients received 2 or more lines of treatment (62.4%) with 30.8% receiving 2 lines of treatment, predominantly cyclophosphamide, bortezomib, and dexamethasone (CyBorD)-, daratumumab-, and dexamethasone-based regimens. In first-line, one third of patients had hematologic response (complete response [CR]: 31.6%; very good partial response (29.1%); for later lines, CR rates tended to decrease. By 57.5 months, ≥60% of patients were still alive (Kaplan-Meier rates - 12 months: 92.0%; 24 months: 84.4%). Median progression-free survival (41.4 months), event-free survival (24.4 months), and time to next treatment (43.2 months) were unexpectedly longest in second line. CONCLUSIONS: The study demonstrated that there was heterogeneity in the treatment of AL amyloidosis, and patients who receive treatment can survive for several years after diagnosis without progression.

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)0.002
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.026
GPT teacher head0.355
Teacher spread0.329 · 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 designObservational
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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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