Evidence map›Paper›PMID 41286048›Full record

ArticleScientific reports2025

First report using near-infrared spectroscopy to age-grade Phlebotomus papatasi [Scopoli, 1786] sand flies.

Catherine M Flanley, Taina N Ferreira, Douglas A Shoue, Floyd E Dowell, Caroline J Isemann, Michelle S Huang, Fernando A Genta, Mary Ann McDowell

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

8 authors.

Catherine M FlanleyDepartment of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, 46556, USA.
Taina N FerreiraLaboratório de Bioquímica e Fisiologia de Insetos, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Pavilhão Leônidas Deane, Sala 207, Rio de Janeiro, CEP 21.040-900, Brazil.
Douglas A ShoueDepartment of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, 46556, USA.
Floyd E DowellStored Product Insect and Engineering Research, United States Department of Agriculture, Center for Grain and Animal Health Research, Manhattan, KS, 66502, USA.
Caroline J IsemannDepartment of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, 46556, USA.
Michelle S HuangDepartment of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, 46556, USA.
Fernando A GentaLaboratório de Bioquímica e Fisiologia de Insetos, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Pavilhão Leônidas Deane, Sala 207, Rio de Janeiro, CEP 21.040-900, Brazil.
Mary Ann McDowellDepartment of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, 46556, USA. mcdowell.11@nd.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vector age and survival directly influence vectorial capacity and disease transmission potential. Current age-grading techniques for phlebotomine sand flies are time-intensive and destructive as they require dissection by highly skilled laboratory personnel that groups hematophagous females as young or old depending on parity status. This study examined the potential of near-infrared spectroscopy (NIRS) to age-grade Phlebotomus papatasi sand flies, a primary vector of Leishmania major, a causative agent of cutaneous leishmaniasis. Female (n = 746) and male (n = 497) adult P. papatasi were collected 7, 14, and 21 days post-emergence. The NIR spectra from individual sand flies were used to develop a partial least squares regression model using a leave one out cross-validation approach. Independent test sets of P. papatasi were used to test the model prediction accuracy. When categorized as < 7 or ≥ 7 days old, the overall predictive accuracy was 85% for females and 87% for males. Sand flies reared in slightly cooler insectary conditions were also predicted with greater than 80% accuracy on average. For the first time, this study validates the use of NIRS as a non-destructive and rapid age-grading technique for P. papatasi.

Indexed as

Insect VectorsPhlebotomusAnimalsFemaleMaleSpectroscopy, Near-InfraredAge-gradingNear-infrared spectroscopyPhlebotomus papatasi

Identifiers

PMID41286048
PMCPMC12647755

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.