Sporadic late-onset nemaline myopathy with monoclonal paraprotein as a malignancy rather than disimmunity and treatment with chemotherapy-based approach.
Bibliographic record
Abstract
8545 Background: A subset of sporadic late-onset nemaline myopathy (SLONM) associated with monoclonal gammopathy of undetermined significance (MGUS) has more aggressive course, often fatal. Whether SLONM+MGUS is a malignancy or dysimmunity is unclear. Two approaches are used to treat SLONM+MGUS: 1) immunosuppression (IS) ± plasmapheresis/exchange; 2) chemotherapy (ChT) ± autologous stem cell transplantation (ASCT). Due to the rare occurrence of the disease the best treatment modality is not known. Methods: We conducted a literature search to identify previous treatment for patients with SLONM+MGUS using PubMed, Elsevier, Medline, and CINAHL databases from 1975 to 2019. All publications were carefully reviewed to remove “duplicate” patients. Overall, 28 reports were included for the final analysis. Results: 38 unique patients with SLONM+MGUS received either IS (n = 19) or ChT ± ASCT (n = 19). The median age was 48 years [24-75]. In the IT group 74% (n = 14) were males vs 53% (n = 10) in the ChT group. All patients had IgG monoclonal protein (MP): kappa in 57% (n = 11) in the IT, 42% (n = 8) in the ChT group. In the IT group MP values were 0.42 & 0.2 g/L (n = 2); in the ChT group median MP was 2.7 g/L [0.1-14, n = 14]. In the IT group 84% (n = 16) received steroids, 26% (n = 5) plasmapheresis, 53% (n = 10) non-steroid immunosuppressants, 11% (n = 2) rituximab, and 53% (n = 10) IVIG. Six patients (32%) had one IT modality; 13 (68%) had 2 or 3. In the ChT group 10 patients (53%) had ASCT; 6 patients (31%) had CyBorD or Lenalidomide+Dexamethasone + ASCT; 3 patients (16%) had chemotherapy without ASCT. 10 patients in IT group had neurological improvement (NI): 53% overall response (OR) with 16% (n = 3) complete remission (CR), and 37% (n = 7) partial response (PR). No improvement/progression had 9 patients (47%). In 2 patients (10%), neurological CR was associated with resolution of MP. Mean time to best response was 19 months. In ChT group 18 patients achieved NI: 94.7% OR with CR in 73.7% (n = 14) and PR in 21.0% (n = 4). Only one patient had no response to therapy. The best NI correlated with resolution of MP. Mean time to best response was 10 months. Conclusions: Our study with the most extensive cohort of patients with SLOMN+MGUS supports ChT ± consolidative ASCT aimed at complete elimination of the malignant plasma cell clone as the preferred treatment. Superior clinical benefits of ChT suggest that the presence of MP has clinical rather than undetermined significance, and SLOAN + MP should be considered as a malignancy rather than dysimmunity.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.008 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".