Evidence map›Paper›PMID 41955710›Full record

ReviewThe Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases

Tri-layer microbiology for LMIC Hospitals: linking syndromic panels with reflex culture and targeted sequencing for real world care - a narrative review.

Tokeshwar Kumar Sahu, Jaishriram Rathored, Praful Patil

Abstract readReview
In one paragraph

Review in The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

3 authors.

Tokeshwar Kumar SahuDatta Meghe Institute of Higher Education & Research, Jawaharlal Nehru Medical College, Department of Microbiology, Sawangi Meghe, Wardha, India.
Jaishriram RathoredCentral Research Laboratory and Molecular Diagnostics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education & Research, Sawangi Meghe, Wardha, India; School of Allied Health Sciences, Datta Meghe Institute of Higher Education & Research, Sawangi Meghe, Wardha, India. Electronic address: jaishriram.rathod@dmiher.edu.in.
Praful PatilDatta Meghe Institute of Higher Education & Research, Jawaharlal Nehru Medical College, Department of Microbiology, Sawangi Meghe, Wardha, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rapid, syndromic molecular panels and high throughput sequencing have transformed the diagnostic landscape for sepsis, respiratory, gastrointestinal, and central nervous system infections, but their value in routine practice depends on how they are integrated with conventional microbiology and antimicrobial stewardship. This review synthesises recent high-quality evidence to propose a pragmatic three-tier hybrid framework. Tier 1 comprises syndrome specific rapid panels that provide organism and selected resistance markers within hours, primarily to accelerate early escalation or de-escalation rather than to replace culture. Tier 2 positions reflex culture and targeted adjunct tests as the non-negotiable specificity anchor, confirming molecular hits, distinguishing infection from colonisation or contamination, generating phenotypic susceptibility data and supplying isolates for infection prevention and public health surveillance. Tier 3 reserves targeted or metagenomic sequencing for a small, clinically critical subset of high suspicion, panel negative and culture negative cases, where additional breadth can realistically change management. Across sepsis/BSI, pneumonia, gastrointestinal infection and CNS disease, available data indicate that clinical benefit is driven less by any individual technology and more by disciplined implementation: clear indications, explicit reflex rules, close linkage to antimicrobial stewardship and systematic audit of key performance indicators such as time-to-targeted therapy, spectrum of antimicrobial use and cost per additional actionable diagnosis. The proposed tiered, syndrome wise algorithms provide a transferable conceptual scaffold that can be adapted to local resources, allowing laboratories in both high and low resource settings to introduce advanced diagnostics without abandoning culture-based anchors or stewardship accountability.

Indexed as

High-Throughput Nucleotide SequencingAntimicrobial StewardshipHumansMolecular Diagnostic TechniquesResource-Limited SettingsAntimicrobial stewardshipDiagnostic stewardshipMetagenomic next-generation sequencingRapid diagnostic testsReflex culture

Identifiers

PMID41955710
PMCPMC13091114

What OpenQuestion holds

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Registered trials

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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.