Evidence map›Paper›PMID 42909836›Full record

ArticlePulmonary therapy2026

Sequential Pleural Fluid and Serum Biomarker Measurements in Patients Undergoing Medical Thoracoscopy for Persistently Undiagnosed Pleural Effusion: A Pilot Study from a TB-Endemic Tertiary Centre.

Gurmeet Singh, Ray Bryan Charles Rattu, Lisnawati Rachmadi, Cleopas Martin Rumende, Yayi Dwina Billianti, Dewi Wulandari, Najib Ali, Sanny Kusuma Sary, Belinda Magdalena, Dicky Levenus Tahapary and 4 more

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Article in Pulmonary therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06159179 (Medical Thoracoscopy for Undiagnosed Transudative and Exudative Pleural Effusion), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06159179 naunknown statusnot on this map

Medical Thoracoscopy for Undiagnosed Transudative and Exudative Pleural Effusion

TypeinterventionalSponsorDr Cipto Mangunkusumo General HospitalRan2022 to 2024Enrolled124ConditionsMedical ThoracoscopyArmsMedical thoracoscopy
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Gurmeet SinghDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia. gurmeetsingh10@yahoo.com.ORCID http://orcid.org/0000-0002-0734-0660
Ray Bryan Charles RattuDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Lisnawati RachmadiDepartment of Anatomical Pathology, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Cleopas Martin RumendeDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Yayi Dwina BilliantiDepartment of Anatomical Pathology, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Dewi WulandariDepartment of Clinical Pathology, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Najib AliDepartment of Clinical Pathology, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Sanny Kusuma SaryDepartment of Clinical Pathology, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Belinda MagdalenaDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Dicky Levenus TahaparyDivision of Endocrinology, Metabolism, and Diabetes, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Steffi Cong Andi NataDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Aziza HarrisDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Muhammad Rizki TrionoDivision of Respirology and Critical Care, Department of Internal Medicine, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo National Hospital, Jakarta, Indonesia.
Melvin Chee Kiang TayDepartment of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPleural effusion remains diagnostically challenging when standard thoracentesis does not establish an aetiology. This pilot analysis described sequential biomarker measurements in patients proceeding to medical thoracoscopy and explored their associations and discrimination across final diagnostic classifications.

methodsProspectively collected data from a single-centre tertiary referral cohort were analysed. Pleural-fluid adenosine deaminase (ADA) and serum complement components 3 and 4 (C3 and C4) were obtained on day 1, whereas pleural-fluid cancer antigen 125 (CA125) and lactate dehydrogenase (LDH) were obtained at the day 7/thoracoscopy evaluation. Final classifications were based on a composite reference standard integrating thoracoscopy, histopathology, microbiology, cytology, imaging, and clinical follow-up. Analyses were exploratory.

resultsAmongst 75 patients, 6 (8.0%) were classified as tuberculous pleural effusion (TB-PE), 33 (44.0%) as malignant pleural effusion (MPE) and 36 (48.0%) as other non-tuberculous, non-malignant pleural effusions. ADA differed across groups (Kruskal-Wallis P = 0.002; Benjamini-Hochberg q = 0.010) and showed exploratory discrimination for TB-PE (area under the curve [AUC] 0.934; bootstrap 95% confidence interval [CI] 0.855-0.995). At the conventional ≥ 40 U/L threshold, sensitivity was 83.3%, specificity 93.4%, positive predictive value (PPV) 55.6%, negative predictive value (NPV) 98.3%, positive likelihood ratio (LR+) 12.7, and negative likelihood ratio (LR-) 0.18. CA125, LDH, C3 and C4 did not show significant omnibus group differences after reanalysis. In a post hoc sensitivity analysis excluding 26 patients retained as non-specific pleuritis (n = 49), ADA remained significantly different across groups (P = 0.004; q = 0.022).

conclusionsIn this selected thoracoscopy cohort, day 1 pleural-fluid ADA showed the clearest exploratory signal, including after exclusion of non-specific pleuritis, but estimates were based on only six TB-PE cases and do not establish stand-alone utility or a role in avoiding thoracoscopy. The remaining biomarkers showed no robust aetiology-specific signal.

trial registrationClinicalTrials.gov NCT06159179.

Indexed as

Malignant pleural effusionMedical thoracoscopyPleural effusionTuberculous pleural effusion

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.