Evidence map›Paper›PMID 42012197›Full record

ArticleJournal of clinical microbiology2026

Evaluation of standard and modified two-tiered testing algorithms using well-characterized early Lyme disease samples.

Elizabeth J Horn, Barry Menefee, Anna M Schotthoefer, George Dempsey, Matt McArdle, Allison F Weber, Cathy De Luca, Bobbi S Pritt, John A Branda

Abstract readEvaluation Study
In one paragraph

Article in Journal of clinical microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Elizabeth J HornLyme Disease Biobank, Portland, Oregon, USA.ORCID 0000-0001-5928-9652
Barry MenefeeGold Standard Diagnostics, Davis, California, USA.
Anna M SchotthoeferMarshfield Clinic Research Institute, Marshfield, Wisconsin, USA.ORCID 0000-0002-0675-719X
George DempseyEast Hampton Family Medicine, East Hampton, New York, USA.
Matt McArdleLyme Disease Biobank, Portland, Oregon, USA.
Allison F WeberLyme Disease Biobank, Portland, Oregon, USA.ORCID 0009-0003-0253-273X
Cathy De LucaStony Brook University, Stony Brook, New York, USA.
Bobbi S PrittMayo Clinic, Rochester, Minnesota, USA.ORCID 0000-0003-0261-1326
John A BrandaMassachusetts General Hospital, Boston, Massachusetts, USA.ORCID 0000-0002-6929-1219

Funding

Anonymous DonorBay Area Lyme FoundationLymeX Innovation Accelerator, U.S. Department of Health & Human Services (HHS)Steven and Alexandra Cohen Foundation
6 · The paper itself

Abstract

Current laboratory testing for Lyme disease (LD) relies on serology. We evaluated the performance of standard two-tiered testing (STTT) and modified two-tiered testing (MTTT) algorithms using samples obtained from well-characterized patients with early LD in the U.S. East Coast and Upper Midwest. Participants with signs and symptoms of early LD (cases) and controls were enrolled by Lyme Disease Biobank. We compared the performance of four FDA-cleared STTT or MTTT algorithms using serum samples from 251 participants (107 cases, 69 with a convalescent draw; 144 endemic controls). At the initial blood draw, algorithm sensitivity ranged from 22% to 36%, with specificity ranging from 98% to 100%. MTTT algorithms showed higher sensitivity compared with STTT algorithms ( IMPORTANCE: This study confirms that two-tiered serologic testing algorithms are insensitive in early Lyme disease, particularly within the first 2 weeks after symptom onset or when erythema migrans is not accompanied by constitutional symptoms. It also demonstrates that seroconversion is rare after antibiotic treatment. These results highlight the need for novel diagnostics for early Lyme disease that do not rely on serologic testing.

Indexed as

AlgorithmsLyme DiseaseSerologic TestsAdolescentAdultAgedAntibodies, BacterialBorrelia burgdorferiFemaleHumansMaleMiddle AgedSensitivity and SpecificityYoung AdultAntibodies, Bacterialbiobankbiorepositorydiagnostic algorithmsLyme diseaseMTTTseroconversionserologySTTTtwo-tiered testing

Identifiers

PMID42012197
PMCPMC13170176

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.