# High-throughput screening for tick-borne pathogens in Ixodid ticks collected through crowdsourcing in northern Sweden

**Authors:** Giulio Grandi, Seungeun Han, Karin Ullman, Ann Albihn, Sara Moutailler, Clémence Galon, Linnea Öborn, Phimphanit Choklikitumnuey, Ann Högberg, Galina Ganchenko, Anton de Jong, Anna Omazic

PMC · DOI: 10.1186/s13028-026-00854-9 · Acta Veterinaria Scandinavica · 2026-02-18

## TL;DR

This study used crowdsourced ticks from northern Sweden to detect tick-borne pathogens, showing how citizen science and microfluidic techniques can improve disease monitoring.

## Contribution

The study introduces a crowdsourcing and high-throughput screening approach for tick-borne pathogens in under-studied regions.

## Key findings

- Rickettsia helvetica was the most frequently detected pathogen in ticks from 2018 and 2019.
- Microfluidic techniques proved effective for large-scale screening and detecting low-prevalence pathogens.
- The study highlights the value of citizen science in monitoring tick-borne disease risks in northern Sweden.

## Abstract

Ticks are expanding in the northern hemisphere. Along with them, tick-borne pathogens can be introduced into new geographical areas and cause infection and disease in animals and humans. Monitoring the expansion of tick populations is challenging and in large areas such as northern Sweden it can be beneficial to take advantage of citizen science. Therefore, people living in northern Sweden were asked to submit ticks collected from their pets or from themselves during the tick seasons of 2018 (north of river Dalälven; n = 1087) and 2019 (from the four northernmost Swedish provinces; n = 514). Ticks were identified at the species level and further analysed with a microfluidic technique to detect carried tick-borne pathogens. Forty-eight PCR assays targeting an array of tick-borne bacteria, viruses and protozoa were performed per sample in the assay.

The most frequently detected pathogens were Rickettsia helvetica (15.6% in 2018 and 3.5% in 2019) followed by Borrelia garinii (5.9% in 2018 and 11.5% in 2019) and Borrelia afzelii (5.7% in 2018 and 1.2% in 2019).

This study provides data on tick-borne pathogens harbored by feeding ticks collected from a rather poorly investigated geographical area using a One Health perspective. Microfluidic techniques are confirmed to be an effective tool to screen large amounts of samples and to also find pathogens occurring at lower rates. This approach best supports the design of updated risk-maps and to find areas that deserve targeted tick sampling to obtain a more accurate risk assessment and achieve effective disease prevention.

The online version contains supplementary material available at 10.1186/s13028-026-00854-9.

## Full-text entities

- **Diseases:** infectious diseases (MESH:D003141), TBEV (MESH:D004675), Co-infections (MESH:D060085), N. mikurensis (MESH:C536108), relapsing fever (MESH:D012061), Infection (MESH:D007239), tick (MESH:D013985), babesiosis (MESH:D001404), Lyme disease (MESH:D008193), TBDs (MESH:D017282), rickettsiae (MESH:D012282)
- **Chemicals:** 6-carboxyfluorescein (MESH:C024098), 6-FAM (-), water (MESH:D014867), ethanol (MESH:D000431), DTT (MESH:D004229)
- **Species:** Ixodes persulcatus (taiga tick, species) [taxon 34615], Borrelia recurrentis (species) [taxon 44449], Equus caballus (domestic horse, species) [taxon 9796], Lepus (hares, genus) [taxon 9980], UUKV [taxon 2749936], Tick-borne encephalitis virus (no rank) [taxon 11084], Coxiella burnetii (species) [taxon 777], Borrelia miyamotoi (species) [taxon 47466], Rickettsia helvetica (species) [taxon 35789], Francisella tularensis (species) [taxon 263], Ixodida (ticks, order) [taxon 6935], Bartonella (genus) [taxon 773], Babesia venatorum (nom. ined.) (species) [taxon 171411], Hepatozoon (genus) [taxon 75741], Crimean-Congo hemorrhagic fever virus [taxon 1980519], Ixodes (genus) [taxon 6944], Uukuniemi virus (no rank) [taxon 11591], Borreliella bissettiae (species) [taxon 64897], Babesia divergens (species) [taxon 32595], Borreliella spielmanii (species) [taxon 88916], [Borrelia] lusitaniae (species) [taxon 100177], Hazara virus (no rank) [taxon 11596], Ehrlichia chaffeensis (species) [taxon 945], Borrelia duttonii (species) [taxon 40834], Felis catus (cat, species) [taxon 9685], Homo sapiens (human, species) [taxon 9606], Borreliella valaisiana (species) [taxon 62088], Omsk hemorrhagic fever virus (no rank) [taxon 12542], Neoehrlichia mikurensis (species) [taxon 89586], Babesia major (species) [taxon 127461], Rickettsia slovaca (species) [taxon 35794], African swine fever virus (no rank) [taxon 10497], Babesia vulpes (species) [taxon 1842980], Borreliella bavariensis (species) [taxon 664662], Anaplasma phagocytophilum (agent of human granulocytic ehrlichiosis, species) [taxon 948], Babesia microti (species) [taxon 5868], Toxoplasma gondii (species) [taxon 5811], Borreliella afzelii (Borrellia group VS461, species) [taxon 29518], Borreliella garinii (Borrelia genomic group 20047, species) [taxon 29519], Ixodes ricinus (castor bean tick, species) [taxon 34613], Borreliella burgdorferi (Lyme disease spirochete, species) [taxon 139], Escherichia coli (E. coli, species) [taxon 562], Eyach virus (no rank) [taxon 62352], Schmallenberg virus (no rank) [taxon 1133363], Canis lupus familiaris (dog, subspecies) [taxon 9615], Powassan virus (no rank) [taxon 11083], Ixodes trianguliceps (species) [taxon 347913], Louping ill virus (no rank) [taxon 11086]
- **Cell lines:** EDL933 — Homo sapiens (Human), Acute intermittent porphyria, Finite cell line (CVCL_4J15)

## Full text

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## Figures

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Source: https://tomesphere.com/paper/PMC12931012