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Record W4417009769 · doi:10.1182/blood-2025-2772

Reassessing bone marrow staging practices in limited-stage follicular lymphoma in the PET era

2025· article· en· W4417009769 on OpenAlexaffabout
Marissa Solow, Carolyn Owen, Colin C. Stewart, Jeffrey Cao, Alex Balogh, Sarah Perry, Mona Shafey, Lesley Street, Douglas A. Stewart, Robert Puckrin

Bibliographic record

VenueBlood · 2025
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsUniversity of AlbertaUniversity of Calgary
Fundersnot available
KeywordsFollicular lymphomaPositron emission tomographyBone marrowBiopsyLymphomaRetrospective cohort studyFine-needle aspiration

Abstract

fetched live from OpenAlex

Abstract Introduction: Bone marrow (BM) involvement is present in approximately 50% of patients with follicular lymphoma (FL) and is associated with an inferior prognosis. Although BM aspiration and biopsy (A&B) have traditionally been recommended as staging investigations for FL, emerging evidence indicates that routine BM A&B at diagnosis or follow-up rarely affects clinical management and may be safely omitted for most patients with advanced-stage disease. Nevertheless, international guidelines continue to recommend BM sampling alongside F-18 fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) imaging to confirm cases of suspected limited-stage FL, particularly when curative-intent treatment with radiation therapy (RT) is being considered. However, the diagnostic utility of routine BM A&B in patients with suspected limited-stage FL as defined by PET remains uncertain. Methods: This retrospective population-based study included consecutive patients with PET-defined limited-stage FL who underwent BM sampling in Alberta, Canada between 2017 and 2023. Provincial guidelines recommended BM A&B for confirming limited-stage disease or investigating unexplained cytopenias, although this decision was ultimately at the discretion of the treating physician. The primary objective of this study was to determine the diagnostic utility of BM A&B in the study population. Results: Among 1,209 patients diagnosed with FL during the study period, 295 (24%) presented with radiographically-defined limited-stage disease by PET (n=114) or CT (n=181). A staging BM A&B was performed in only 84 (28%) of suspected limited-stage cases, including 50/113 (44%) patients who received RT, largely reflecting variation in practice between physicians. A total of 60 patients with PET-defined limited-stage FL underwent BM aspiration (n=59) and/or biopsy (n=60) and were included in this study. The median age of these patients was 65 years (range 31-82). The PET-defined Lugano disease stage was I in 31 (52%), IE in 5 (8%), and II in 24 (40%) patients. Treatment strategies included 24-30 Gray of RT (n=44), active surveillance (n=11), chemoimmunotherapy (n=4), or rituximab monotherapy (n=1). The results of the BM A&B were negative for FL in 56 (93%) cases, including 3 (5%) patients who exhibited an unrelated low-level B-cell clone (e.g. monoclonal B-cell lymphocytosis) detected by flow cytometry of the BM aspirate. Only 4 (6%) patients had FL detected on BM aspirate (n=1), biopsy (n=1), or both (n=2), despite having no evidence of marrow involvement on PET. Notably, none of these 4 patients displayed abnormalities in routine bloodwork, including CBC, LDH, β2-microglobulin, or SPEP, other than a single patient with a monoclonal protein related to a plasma cell neoplasm. The calculated number of patients required to undergo BM A&B to identify one case of marrow involvement with FL was 15. Importantly, the positive findings from the BM A&B did not alter the clinical management of any of the 4 patients; specifically, 2 patients received RT despite their low-level BM involvement, while 2 patients were not planned to receive RT from the outset due to a concurrent plasma cell neoplasm or disease extending beyond a single radiation field. Conclusions: Despite provincial and international guidelines recommending staging BM A&B to confirm suspected cases of limited-stage FL, the findings of this study indicate that BM sampling is widely perceived by physicians to have limited value and is frequently omitted in routine clinical practice, including in over 50% of patients treated with curative-intent RT. Additionally, among the 60 patients in this cohort with PET-defined limited-stage disease, BM A&B identified unexpected marrow involvement in only 1 in 15 (6%) patients and did not lead to a change in clinical management for any individual. These results call into question the utility of routine BM A&B in PET-defined limited-stage FL, particularly given the associated healthcare costs, resource demands, and discomfort of this invasive procedure. These findings may assist patients and physicians in engaging in informed discussions regarding the utility of BM sampling in this setting.

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)0.003
metaresearch head score (Gemma)0.011
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 score0.111
Threshold uncertainty score0.220

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
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 head0.022
GPT teacher head0.307
Teacher spread0.285 · 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".

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Citations0
Published2025
Admission routes2
Has abstractyes

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