Evidence map›Paper›PMID 40847349›Full record

ArticleCritical care (London, England)2025

Molecular diagnostic technology: beyond analytical accuracy.

Xiangquan Li, Juan Liu

Abstract read
In one paragraph

Article in Critical care (London, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
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

2 authors.

Xiangquan LiXuzhou Central Hospital, Southeast University Affiliated Xuzhou Central Hospital, Xuzhou , China.
Juan LiuDepartment of Critical Care Medicine, Nanjing Pukou People's Hospital, Liangjiang Hospital Southeast University, Nanjing, 211800, Jiangsu, China. liujuan198708@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Infectious diseases cause high morbidity and mortality, and early, effective antimicrobial therapy improves outcomes. However, conventional microbiology methods like culture are slow and insensitive. Emerging molecular diagnostics-such as multiplex PCR (mPCR), droplet digital PCR (ddPCR), and metagenomic next-generation sequencing (mNGS)-offer rapid, accurate pathogen identification. Challenges persist in result interpretation (e.g., setting positivity thresholds, low positive predictive value) and clinician trust. While molecular diagnostics excel in sensitivity, their real-world impact on specificity and patient prognosis - clinical accuracy -remains limited. Key hurdles include patient selection, timing, result interpretation, and pathogen relevance. Addressing these gaps is critical for standardizing these technologies and maximizing their clinical benefit.

Indexed as

Molecular Diagnostic TechniquesHigh-Throughput Nucleotide SequencingHumansMultiplex Polymerase Chain ReactionSensitivity and Specificity

Identifiers

PMID40847349
PMCPMC12374334

What OpenQuestion holds

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Registered trials

None linked

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.