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"Fritzler, Jason"
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Validation of Vetscan Imagyst®, a diagnostic test utilizing an artificial intelligence deep learning algorithm, for detecting strongyles and Parascaris spp. in equine fecal samples
2024
Background
Current methods for obtaining fecal egg counts in horses are often inaccurate and variable depending on the analyst’s skill and experience. Automated digital scanning of fecal sample slides integrated with analysis by an artificial intelligence (AI) algorithm is a viable, emerging alternative that can mitigate operator variation compared to conventional methods in companion animal fecal parasite diagnostics. Vetscan Imagyst is a novel fecal parasite detection system that uploads the scanned image to the cloud where proprietary software analyzes captured images for diagnostic recognition by a deep learning, object detection AI algorithm. The study describes the use and validation of Vetscan Imagyst in equine parasitology.
Methods
The primary objective of the study was to evaluate the performance of the Vetscan Imagyst system in terms of diagnostic sensitivity and specificity in testing equine fecal samples (
n
= 108) for ova from two parasites that commonly infect horses, strongyles and
Parascaris
spp., compared to reference assays performed by expert parasitologists using a Mini-FLOTAC technique. Two different fecal flotation solutions were used to prepare the sample slides, NaNO
3
and Sheather’s sugar solution.
Results
Diagnostic sensitivity of the Vetscan Imagyst algorithm for strongyles versus the manual reference test was 99.2% for samples prepared with NaNO
3
solution and 100.0% for samples prepared with Sheather’s sugar solution. Sensitivity for
Parascaris
spp. was 88.9% and 99.9%, respectively, for samples prepared with NaNO
3
and Sheather’s sugar solutions. Diagnostic specificity for strongyles was 91.4% and 99.9%, respectively, for samples prepared with NaNO
3
and Sheather’s sugar solutions. Specificity for
Parascaris
spp. was 93.6% and 99.9%, respectively, for samples prepared with NaNO
3
and Sheather’s sugar solutions. Lin’s concordance correlation coefficients for VETSCAN IMAGYST eggs per gram counts versus those determined by the expert parasitologist were 0.924–0.978 for strongyles and 0.944–0.955 for
Parascaris
spp., depending on the flotation solution.
Conclusions
Sensitivity and specificity results for detecting strongyles and
Parascaris
spp. in equine fecal samples showed that Vetscan Imagyst can consistently provide diagnostic accuracy equivalent to manual evaluations by skilled parasitologists. As an automated method driven by a deep learning AI algorithm, VETSCAN IMAGYST has the potential to avoid variations in analyst characteristics, thus providing more consistent results in a timely manner, in either clinical or laboratory settings.
Graphical Abstract
Journal Article
Amelioration of Cryptosporidium parvum Infection In Vitro and In Vivo by Targeting Parasite Fatty Acyl-Coenzyme A Synthetases
by
Xiang, Lixin
,
Guo, Fengguang
,
Mead, Jan R.
in
Animals
,
Biochemistry
,
Biological and medical sciences
2014
Background. Cryptosporidium is emerging as 1 of the 4 leading diarrheal pathogens in children in developing countries. Its infections in patients with AIDS can be fatal, whereas fully effective treatments are unavailable. The major goal of this study is to explore parasite fatty acyl-coenzyme A synthetase (ACS) as a novel drug target. Methods. A colorimetric assay was developed to evaluate biochemical features and inhibitory kinetics of Cryptosporidium parvum ACSs using recombinant proteins. Anticryptosporidial efficacies of the ACS inhibitor triacsin C were evaluated both in vitro and in vivo. Results. Cryptosporidium ACSs displayed substrate preference toward long-chain fatty acids. The activity of parasite ACSs could be specifically inhibited by triacsin C with the inhibition constant Ki in the nanomolar range. Triacsin C was highly effective against C. parvum growth in vitro (median inhibitory concentration, 136 nmol/L). Most importantly, triacsin C effectively reduced parasite oocyst production up to 88.1% with no apparent toxicity when administered to Cryptosporidium-infected interleukin 12 knockout mice at 8-15 mg/kg/d for 1 week. Conclusions. The findings of this study not only validated Cryptosporidium ACS (and related acyl-[acyl-carrierprotein]-ligases) as pharmacological targets but also indicate that triacsin C and analogues can be explored as potential new therapeutics against the virtually untreatable cryptosporidial infection in immunocompromised patients.
Journal Article
Genomic Characterization of Fecal Escherichia coli Isolates with Reduced Susceptibility to Beta-Lactam Antimicrobials from Wild Hogs and Coyotes
2023
This study was carried out to determine the antimicrobial resistance (AMR) genes and mobile genetic elements of 16 Escherichia coli isolates—with reduced susceptibility to ceftazidime and imipenem—that were recovered from the fecal samples of coyotes and wild hogs from West Texas, USA. Whole-genome sequencing data analyses revealed distinct isolates with a unique sequence type and serotype designation. Among 16 isolates, 4 isolates were multidrug resistant, and 5 isolates harbored at least 1 beta-lactamase gene (blaCMY-2, blaCTX-M-55, or blaCTX-M-27) that confers resistance to beta-lactam antimicrobials. Several isolates carried genes conferring resistance to tetracyclines (tet(A), tet(B), and tet(C)), aminoglycosides (aac(3)-IId, ant(3″)-Ia, aph(3′)-Ia, aph(3″)-lb, aadA5, and aph(6)-ld), sulfonamides (sul1, sul2, and sul3), amphenicol (floR), trimethoprim (dfrA1 and dfrA17), and macrolide, lincosamide, and streptogramin B (MLSB) agents (Inu(F), erm(B), and mph(A)). Nine isolates showed chromosomal mutations in the promoter region G of ampC beta-lactamase gene, while three isolates showed mutations in gyrA, parC, and parE quinolone resistance-determining regions, which confer resistance to quinolones. We also detected seven incompatibility plasmid groups, with incF being the most common. Different types of virulence genes were detected, including those that enhance bacterial fitness and pathogenicity. One blaCMY-2 positive isolate (O8:H28) from a wild hog was also a Shiga toxin-producing E. coli and was a carrier of the stx2A virulence toxin subtype. We report the detection of blaCMY-2, blaCTX-M-55, and blaCTX-M-27 beta-lactamase genes in E. coli from coyotes for the first time. This study demonstrates the importance of wildlife as reservoirs of important multi-drug-resistant bacteria and provides information for future comparative genomic analysis with the limited literature on antimicrobial resistance dynamics in wildlife such as coyotes.
Journal Article
Fecal Microbial Diversity of Coyotes and Wild Hogs in Texas Panhandle, USA
by
Rahman, Md. Kaisar
,
Daniel, Ian
,
Boggan, SaraBeth
in
16S sequencing
,
Alloprevotella
,
Animal populations
2023
The ecology of infectious diseases involves wildlife, yet the wildlife interface is often neglected and understudied. Pathogens related to infectious diseases are often maintained within wildlife populations and can spread to livestock and humans. In this study, we explored the fecal microbiome of coyotes and wild hogs in the Texas panhandle using polymerase chain reactions and 16S sequencing methods. The fecal microbiota of coyotes was dominated by members of the phyla Bacteroidetes, Firmicutes, and Proteobacteria. At the genus taxonomic level, Odoribacter, Allobaculum, Coprobacillus, and Alloprevotella were the dominant genera of the core fecal microbiota of coyotes. While for wild hogs, the fecal microbiota was dominated by bacterial members of the phyla Bacteroidetes, Spirochaetes, Firmicutes, and Proteobacteria. Five genera, Treponema, Prevotella, Alloprevotella, Vampirovibrio, and Sphaerochaeta, constitute the most abundant genera of the core microbiota of wild hogs in this study. Functional profile of the microbiota of coyotes and wild hogs identified 13 and 17 human-related diseases that were statistically associated with the fecal microbiota, respectively (p < 0.05). Our study is a unique investigation of the microbiota using free-living wildlife in the Texas Panhandle and contributes to awareness of the role played by gastrointestinal microbiota of wild canids and hogs in infectious disease reservoir and transmission risk. This report will contribute to the lacking information on coyote and wild hog microbial communities by providing insights into their composition and ecology which may likely be different from those of captive species or domesticated animals. This study will contribute to baseline knowledge for future studies on wildlife gut microbiomes.
Journal Article
A New Eimeriid (Apicomplexa) Species From Endangered Attwater's Prairie Chickens (Tympanuchus cupido attwateri) in Texas
2011
The Attwater's prairie chicken (APC; Tympanuchus cupido attwateri Bendire, 1894) has been a federally listed endangered species since 1967. Several captive propagation programs consisting of small populations are being used to keep this species from extinction. Fecal samples were collected from APCs in April 2007 and again in August 2008 from 2 separate captive propagation facilities in Texas after clinical signs of coccidiosis were observed. One Eimeria species was observed (Eimeria attwateri), which we describe as a putative new species. Sporulated oocysts are ellipsoidal, 30.0 × 18.4 (27.4–31.3 × 16.0–22.4) µm. Oocysts have a smooth wall 0.7 µm thick and lack both a micropyle and oocyst residuum, but 1 ellipsoidal polar granule is present, 2.3 × 1.9 (2.1–2.4 × 1.7–2.0) µm. Sporocysts have a nipple-like Stieda body with a rounded opposite end and are 14.0 × 7.1 (10.2–16.8 × 6.0–9.2) µm. The sporocysts contain a sporocyst residuum usually consisting of 2–4 dispersed globules, and each sporozoite contains 2 large posterior spheroid refractile bodies 3.4 µm wide. Nucleotide sequence amplified from the 18S rDNA does not match any DNA sequence information for publicly available Eimeria species, and phylogenetic reconstructions place this species with other eimerians from Galliformes. The discovery of a potentially pathogenic species of Eimeria in captive APCs is of great importance, and managers should be aware of the potential devastating effect(s) this parasite could have on the APC conservation programs.
Journal Article
Genomic Characterization of Fecal IEscherichia coli/I Isolates with Reduced Susceptibility to Beta-Lactam Antimicrobials from Wild Hogs and Coyotes
2023
This study was carried out to determine the antimicrobial resistance (AMR) genes and mobile genetic elements of 16 Escherichia coli isolates—with reduced susceptibility to ceftazidime and imipenem—that were recovered from the fecal samples of coyotes and wild hogs from West Texas, USA. Whole-genome sequencing data analyses revealed distinct isolates with a unique sequence type and serotype designation. Among 16 isolates, 4 isolates were multidrug resistant, and 5 isolates harbored at least 1 beta-lactamase gene (bla[sub.CMY-2] , bla[sub.CTX-M-55] , or bla[sub.CTX-M-27] ) that confers resistance to beta-lactam antimicrobials. Several isolates carried genes conferring resistance to tetracyclines (tet(A), tet(B), and tet(C)), aminoglycosides (aac(3)-IId, ant(3″)-Ia, aph(3′)-Ia, aph(3″)-lb, aadA5, and aph(6)-ld), sulfonamides (sul1, sul2, and sul3), amphenicol (floR), trimethoprim (dfrA1 and dfrA17), and macrolide, lincosamide, and streptogramin B (MLSB) agents (Inu(F), erm(B), and mph(A)). Nine isolates showed chromosomal mutations in the promoter region G of ampC beta-lactamase gene, while three isolates showed mutations in gyrA, parC, and parE quinolone resistance-determining regions, which confer resistance to quinolones. We also detected seven incompatibility plasmid groups, with incF being the most common. Different types of virulence genes were detected, including those that enhance bacterial fitness and pathogenicity. One bla[sub.CMY-2] positive isolate (O8:H28) from a wild hog was also a Shiga toxin-producing E. coli and was a carrier of the stx2A virulence toxin subtype. We report the detection of bla[sub.CMY-2] , bla[sub.CTX-M-55] , and bla[sub.CTX-M-27] beta-lactamase genes in E. coli from coyotes for the first time. This study demonstrates the importance of wildlife as reservoirs of important multi-drug-resistant bacteria and provides information for future comparative genomic analysis with the limited literature on antimicrobial resistance dynamics in wildlife such as coyotes.
Journal Article
Myositis with prominent B-cell aggregates causing shrinking lung syndrome in systemic lupus erythematosus: a case report
2022
Background
Shrinking lung syndrome (SLS) is a rare manifestation of systemic lupus erythematosus (SLE) characterized by decreased lung volumes and diaphragmatic weakness in a dyspneic patient. Chest wall dysfunction secondary to pleuritis is the most commonly proposed cause. In this case report, we highlight a new potential mechanism of SLS in SLE, namely diaphragmatic weakness associated with myositis with CD20 positive B-cell aggregates.
Case presentation
A 51-year-old Caucasian woman was diagnosed with SLE and secondary Sjögren’s syndrome based on a history of pleuritis, constrictive pericarditis, polyarthritis, photosensitivity, alopecia, oral ulcers, xerophthalmia and xerostomia. Serologies were significant for positive antinuclear antibodies, anti-SSA, lupus anticoagulant and anti-cardiolopin. Blood work revealed a low C3 and C4, lymphopenia and thrombocytopenia. She was treated with with low-dose prednisone and remained in remission with oral hydroxychloroquine. Seven years later, she developed mild proximal muscle weakness and exertional dyspnea. Pulmonary function testing revealed a restrictive pattern with small lung volumes. Pulmonary imaging showed elevation of the right hemidiaphragm without evidence of interstitial lung disease. Diaphragmatic ultrasound was suggestive of profound diaphragmatic weakness and dysfunction. Based on these findings, a diagnosis of SLS was made. Her proximal muscle weakness was investigated, and creatine kinase (CK) levels were normal. Electromyography revealed fibrillation potentials in the biceps, iliopsoas, cervical and thoracic paraspinal muscles, and complex repetitive discharges in cervical paraspinal muscles. Biceps muscle biopsy revealed dense endomysial lymphocytic aggregates rich in CD20 positive B cells, perimysial fragmentation with plasma cell-rich perivascular infiltrates, diffuse sarcolemmal upregulation of class I MHC, perifascicular upregulation of class II MHC, and focal sarcolemmal deposition of C5b-9. Treatment with prednisone 15 mg/day and oral mycophenolate mofetil 2 g/day was initiated. Shortness of breath and proximal muscle weakness improved significantly.
Conclusion
Diaphragmatic weakness was the inaugural manifestation of myositis in this patient with SLE. The spectrum of myologic manifestations of myositis with prominent CD20 positive B-cell aggregates in SLE now includes normal CK levels and diaphragmatic involvement, in association with SLS.
Journal Article
Revisiting the link between oropharyngeal dysphagia and cancer in autoimmune myositis: a descriptive study
2025
Objectives
To explore the link between moderate to severe oropharyngeal dysphagia and cancer in autoimmune myositis (AIM) other than inclusion body myositis (IBM).
Methods
The medical records of patients with AIM seen in rheumatology in two university hospitals from January 2000 to December 2022 were retrospectively reviewed. Using an updated AIM subclassification, patients were classified by expert opinion as pure dermatomyositis (DM), immune-mediated necrotizing myopathy (IMNM), scleromyositis, lupomyositis, anti-MDA-5 syndrome, antisynthetase syndrome (ASyS) or polymyositis syndrome. Objective oropharyngeal dysphagia at myositis diagnosis was defined by an abnormal videofluoroscopic swallowing study and/or the need for percutaneous gastrojejunostomy. The presence of cancer within 3 years of myositis diagnosis was recorded.
Results
Pure DM accounted for 50% (
n
= 20/40) of the cases of objective oropharyngeal dysphagia, while anti-MDA-5 syndrome and ASyS together represented 8% (
n
= 3/40). Cancers occurred predominantly in pure DM (
n
= 27/33), and rarely in scleromyositis (
n
= 1/53), anti-MDA-5 syndrome and ASyS (
n
= 0/62). Among patients 50 years of age or older with pure DM (
n
= 50), cancer was present in 40% (
n
= 4/10) of patients with no muscle weakness, 45% (
n
= 10/22) in those with proximal weakness alone, 44% (
n
= 4/9) in those with moderate dysphagia and 100% of those with severe dysphagia (
n
= 9/9) (
p
= 0.02 by two-sided Fisher’s exact test).
Conclusion
Recognizing scleromyositis, anti-MDA-5 and ASyS as distinct from pure DM improves risk stratification for cancer screening. In patients ≥ 50 years with pure DM, severe oropharyngeal dysphagia is strongly associated with cancer, suggesting a paraneoplastic myopathy with an ineffective anticancer immune response.
Key messages
Objective oropharyngeal dysphagia is linked to cancer mostly in pure DM.
No cancer was seen in other AIM presenting with a DM rash such as scleromyositis, anti-MDA-5 syndrome and ASyS.
Differentiating pure DM from other AIM improves risk stratification for cancer screening.
Journal Article