Effect of Needle Size on Diagnosis of Sarcoidosis with Endobronchial Ultrasound-guided Transbronchial Needle Aspiration: Systematic Review and Meta-Analysis
Bibliographic record
Abstract
Abstract Background Sarcoidosis is a multisystem disease characterized by noncaseating granulomatous inflammation that most commonly involves the lungs. Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) has become an invaluable tool in the assessment of patients with mediastinal and/or hilar lymphadenopathy. Objective It has been hypothesized that use of the larger 19-gauge (G) needle with EBUS-TBNA improves diagnostic sensitivity in sarcoidosis. However, it is unclear whether the existing literature supports this supposition. Data Sources A literature search of Embase and Medline was performed by two reviewers. Included articles were evaluated for bias using the QUADAS-2 tool. Data Extraction For quantitative analysis, we performed a meta-analysis using a binary random-effects model to determine pooled sensitivity. Subgroup analysis was performed based on needle size, use of rapid on-site evaluation (ROSE), study design, and prevalence of sarcoidosis in study group. Synthesis Sixty-five studies with a total of 4,242 patients were included in the meta-analysis. Overall pooled sensitivity for diagnosis of sarcoidosis was 83.99% (95% confidence interval [CI], 81.22–86.53) among all studies. The 19G subgroup had a significantly higher sensitivity (93.73%; 95% CI, 89.72–97.74%; I 2 = 0.00%; P < 0.01) compared with the 21G subgroup (84.61%; 95% CI, 78.80–90.42%; I 2 = 69.83%), 22G subgroup (84.07%; 95% CI, 80.90–87.24%; I 2 = 85.21%) or unspecified 21G/22G subgroup (78.85%; 95% CI, 70.81–86.90%; I 2 = 84.47%). There were no significant differences with use of ROSE or prevalence of sarcoidosis or by study design. Conclusions The use of 19G needles during EBUS-TBNA had the highest diagnostic sensitivity based on available studies. Further randomized controlled trials using 19G needles should be considered in patients with suspected sarcoidosis.
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 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 | 0.016 | 0.045 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.023 | 0.045 |
| Bibliometrics | 0.006 | 0.007 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| 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".