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Clinical Progression and Outcome of Patients with Monoclonal Lymphocytosis of Undetermined Significance.

2005· article· en· W2551183227 on OpenAlexaff
Sarah S. Fung, Kortney L. Hillier, Linda M. Vickars, Chantal S. Leger, Paul F. Galbraith, Charles Li, Heather A. Leitch

Bibliographic record

VenueBlood · 2005
Typearticle
Languageen
FieldMedicine
TopicChronic Lymphocytic Leukemia Research
Canadian institutionsSt. Paul's HospitalUniversity of British Columbia
Fundersnot available
KeywordsLymphocytosisOrganomegalyMedicineChronic lymphocytic leukemiaInternal medicineGastroenterologyImmunophenotypingLymphocyteMonoclonalLeukocytosisImmunologyLeukemiaAntigenMonoclonal antibodyPolyneuropathyAntibody

Abstract

fetched live from OpenAlex

Abstract Monoclonal Lymphocytosis of Undetermined Significance (MLUS) is a clonal lymphoproliferation, usually of B-cells. MLUS has the immunophenotype of Chronic Lymphocytic Leukemia (CLL) but an absolute lymphocyte count of 10 X 109/L or less and no lymphadenopathy, organomegaly, cytopenias, or symptoms attributable to the lymphoproliferation. There is little published information as to whether the clinical course of MLUS differs significantly from that of CLL. We performed a retrospective analysis of 335 consecutive patients with clonal lymphocytosis seen at St. Paul’s Hospital diagnosed between January 1969 and July 2005. Patients were identified by a search of the practice database and clinical and pathological data were abstracted by chart review. MLUS was present in 106 patients and CLL in 229. All MLUS were of B-cell phenotype and 227 patients had B-CLL. Median age at diagnosis was 64.5 (range 33–86) y for MLUS and 65 (30–94) y for CLL (p<0.83). 45% of MLUS pts were male vs. 58% of CLL pts (p<0.036). ECOG Performance Status was 0 in 307 pts and was not analyzed further. Lymphocyte count at diagnosis was 7 (range 3–10) x 109/L for MLUS and 14 (range 3–394) x 109/L for CLL (p<0.0001). Lymphocyte doubling time (LDT) ≤12 mo (to an absolute value >50 X 109/L) occurred in 14% of MLUS and 11% of CLL (p<0.84) pts. Rai CLL stage 0, 1, 2, 3 and 4 were 111 pts, 48, 47, 3 and 6 respectively. Immunophenotyping was available in 202 pts; 173 were CD5+ CD19+, 2 were CD5− and 29 were CD19−. Analysis for CD38 was available in 50 pts. At a median follow-up of 49 (0–229) mo for MLUS and 64 (0–369) mo for CLL, 15 (15%) of MLUS pts required treatment, as did 96 (42%) of pts with CLL (p<0.0001). The median time to treatment (TTT) for the whole group was 35 (0–243) mo. Median TTT was 65 (0–202) mo for MLUS and 26 (0–243) mo for CLL; there was no significant difference in progression to active disease as measured by TTT between MLUS and CLL either for the whole groups (p<0.29) or according to age (p<0.54), gender (p<0.91), LDT (p<0.29) or CD38 status (p<0.26). Median OS for all patients was 191 (0–369) mo, for MLUS 218 (0–225) mo, and for CLL 165 (0–369) mo (p<0.04). There was a significant difference in OS favoring female MLUS pts over CLL, but not for males; median OS for females not reached at 225 mo for MLUS and median 153 (0–259) mo for CLL (p<0.02, see Table). There was no significant difference in OS between MLUS and CLL according to age, gender, LDT or CD38 status. One pt with MLUS underwent transformation to aggressive disease (Richter’s transformation) as compared to 15 pts with CLL (8 Richter’s and 7 prolymphocytic, p<0.025). Characteristic OS at 10 years (%) P (log-rank) MLUS CLL Age ≤65 68 81 0.07 >65 59 45 0.59 Gender M 38 68 0.47 F 100 76 0.02 LDT ≤12 mo 47 74 0.10 >12 mo 80 47 0.93 CD38 negative 90 73 0.60 (positive ≥ 30% of cells) 3 of 3 0 of 2 0.32 Transformation events n=1 n=15 0.025 In conclusion, in this series of 335 patients with clonal lymphoproliferation, MLUS pts had significantly better OS than did pts with CLL, a difference which was seen in female MLUS pts in particular. Significantly fewer MLUS pts required treatment over their course than did pts with CLL. In CLL pts, there appeared to be an increased rate of transformation to aggressive non-Hodgkin's lymphoma or PLL.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.030
GPT teacher head0.354
Teacher spread0.324 · 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
Published2005
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