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Revelance of Gammaglobulin Levels at Diagnosis and during Disease Course in Chronic Lymphocytic Leukemia

2016· article· en· W2951802836 on OpenAlexaffabout
Erin Streu, Jayce Bi, Mandy DeSousa, Versha Banerji, Dhali H.S. Dhaliwal, Sara Beiggi, James B. Johnston

Bibliographic record

VenueBlood · 2016
Typearticle
Languageen
FieldMedicine
TopicChronic Lymphocytic Leukemia Research
Canadian institutionsResearch Institute in Oncology and HematologyUniversity of ManitobaCancerCare Manitoba
Fundersnot available
KeywordsMedicineHypogammaglobulinemiaChemoimmunotherapyChronic lymphocytic leukemiaLymphocytosisRituximabInternal medicineAlemtuzumabIGHV@BendamustineImmunologyPediatricsOncologyLeukemiaTransplantationAntibodyLymphoma

Abstract

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Abstract Introduction: Hypogammaglobulinemia is commonly observed in chronic lymphocytic leukemia (CLL), likely worsens over time and with chemoimmunotherapy, and eventually leads to infections which are a major cause of death in this disease. Unfortunately, newer therapies, such as ibrutinib, may not prevent the ongoing immunosuppression in CLL as a major cause of discontinuing this drug is increased infections. Nowadays, most patients present with early stage CLL, with an increasing number having monoclonal B cell lymphocytosis (MBL) and being followed for many years. CLL treatment is typically intensive, using chemoimmunotherapy with the therapeutic goal being to minimize tumor load. For these reasons, a reassessment of Ig levels in a CLL Clinic at diagnosis and during disease course in the 'real-life' setting has been carried out, along with an assessment of the need for Ig replacement. Methods: All CLL/SLL/MBL cases referred to the CLL clinic at CancerCare Manitoba, Winnipeg, Canada from 2007 to 2011 were included in this study. Immunoglobulin (Ig) levels (G, A, and M) were measured at the time of referral/diagnosis (baseline) and annually thereafter. Ig levels were correlated with patient characteristics (age at diagnosis, gender, comorbidities), CLL prognostic indicators (Rai stage, lymphocyte doubling time, creatinine, LDH, β2- microglobulin, IGHV mutational status, ZAP-70, CD38) and time to first treatment (TTFT). A subset analysis of patients treated with replacement gammaglobulin was also conducted. Results: There were 293 patents in this cohort with median age at diagnosis of 68 years. Of these, 62.5% were male, 38% had received treatment, and 24% died during the follow up time (median follow up of 71 months). Seventy percent of patients had CLL (of those 85% were diagnosed with Rai 0/I), 15% MBL and 15% SLL. At baseline, 41% had normal Ig levels while 59% had a reduced level of one or more Ig (32% had reduced levels of one Ig type, 18% two, and 9% all three). Overall, 53% of patients had low IgM, 24% low IgG and 17% low IgA. However, no consistent correlation was found between the Ig levels at diagnosis and any of the prognostic markers outlined above. Hypogammaglobulinemia (at least two consecutive values < normal) was associated with need for CLL treatment (HR 3.45, 95% CI 1.63-7.30, p=0.0012), while hypogammaglobinemia at diagnosis predicted a shorter TTFT (p=0.0008). Baseline IgA was also predictive of TTFT as well as overall survival, with patients with normal IgA having a longer TTFT, patients with high/low IgA a shorter TTFT (p=0.0012) and those with high IgA a shorter overall survival (p=0.0032). Furthermore, there was a positive correlation between baseline IgG and number of comorbidities (r=0.17, p = 0.0057) as measured by the Cumulative Index Rating Scale (CIRS) and β2-microglobulin levels. Eighteen patients (6.14%) required Ig replacement therapy, of those 13 (72%) were male and 13 (72%) had received chemotherapy. These patents also had a shorter overall survival than those not requiring IgG replacement therapy (p=0.0006). CLL cases with high baseline IgG are seven times more likely to require IgG replacement therapy (HR 6.92, 95% CI 1.78 - 29.91, p=0.0052) while cases with low baseline IgG are 5 times more likely (HR 4.99, 95% CI 1.59 - 9.43, p=0.0254) as compared to those with normal baseline IgG. Baseline IgA and IgM were not predictive of need for IgG replacement therapy. Interestingly, over a median follow-up of 4 years, one-third of patients with normal baseline IgG developed a low IgG and this was unrelated to receiving chemotherapy (Figure 1). Summary This study demonstrates that baseline Ig levels in CLL are informative of the underlying biology of this disease, and could provide valuable information regarding disease progression, survival and need for subsequent IgG replacement therapy or CLL treatment. Importantly, Ig levels may be elevated in CLL and this is associated with increased CIRS and a high β2-microglobulin level, suggesting that the increase is related to underlying comorbidities. Further studies are required to examine the cause for the progressive decline in Ig levels over time, despite an otherwise stable disease, and to determine whether this decline can be eliminated by earlier treatment with novel new therapies. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.

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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)0.001
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 score0.027
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.020
GPT teacher head0.288
Teacher spread0.268 · 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
Published2016
Admission routes2
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