Evidence map›Paper›PMID 41781688›Full record

ArticleMicrobial ecology2026

Heterogeneity Primer Spacers Improve the Performance of Massively Parallel Amplicon Sequencing of the V3-V4 Region of the 16 S rDNA as well as the 18 S Region for Blastocystis Subtyping.

Ondrej Cinek, Klára Hubáčková, Karolína Litošová, Lucie Hlináková

Abstract read
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Article in Microbial ecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

4 authors.

Ondrej CinekDepartment of Medical Microbiology, Second Faculty of Medicine, Charles University, University Hospital Motol, V Úvalu 84, Prague 5, Prague, Czechia, CZ-15006, Czechia. ondrej.cinek@Lfmotol.cuni.cz.
Klára HubáčkováDepartment of Medical Microbiology, Second Faculty of Medicine, Charles University, University Hospital Motol, V Úvalu 84, Prague 5, Prague, Czechia, CZ-15006, Czechia.
Karolína LitošováDepartment of Medical Microbiology, Second Faculty of Medicine, Charles University, University Hospital Motol, V Úvalu 84, Prague 5, Prague, Czechia, CZ-15006, Czechia.
Lucie HlinákováDepartment of Medical Microbiology, Second Faculty of Medicine, Charles University, University Hospital Motol, V Úvalu 84, Prague 5, Prague, Czechia, CZ-15006, Czechia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Illumina MiSeq and NextSeq instruments are workhorses for many low- to medium-throughput amplicon sequencing applications in microbiology; however, their performance is highly sensitive to decreased diversity of libraries. Here, we present a systematic, algorithm-driven approach to designing heterogeneity spacers for amplification primers and demonstrate their use in two marker gene profiling applications. Heterogeneity spacers were designed to balance the sequencing signal, ensuring that no sequencing cycle contained more than 60% of a single dominant base. Additional bases were inserted into the first-round amplification primer adjacent to the target-specific portion. A simple script was written to remove the heterogeneity spacers from the reads, and verify equal representation of primer combinations. We designed sixteen staggered primer variants for profiling the V3-V4 regions of the 16S bacterial rDNA gene and sixteen for bidirectional profiling of the 18S rDNA region informative for Blastocystis subtypes. The effectiveness of our design was evident from the increased heterogeneity of the sequencing signal, with no primer combination predominating. The method was tested against classical primer design and has successfully been applied to several thousand samples to date. Inserting heterogeneity spacers before the target-specific portion of the first-round PCR primers is a simple and reliable way to increase the diversity of marker gene amplicons. The multiplexed reactions produce amplicons that can be easily sequenced on Illumina platforms, eliminating the need for high concentrations of balancing PhiX library.

Indexed as

BlastocystisDNA PrimersHigh-Throughput Nucleotide SequencingDNA, BacterialDNA, RibosomalRNA, Ribosomal, 16SRNA, Ribosomal, 18SSequence Analysis, DNADNA, BacterialDNA PrimersDNA, RibosomalRNA, Ribosomal, 16SRNA, Ribosomal, 18SAmplicon profilingBacteriomeHeterogeneityStaggering

Identifiers

PMID41781688
PMCPMC13009126

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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.