Patryk Aftanas’s research while affiliated with Sunnybrook Health Sciences Centre and other places

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Publications (21)


SARS-CoV-2 Illumina GeNome Assembly Line (SIGNAL), a Snakemate workflow for rapid and bulk analysis of Illumina sequencing of SARS-CoV-2 genomes
  • Article

December 2024

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12 Reads

NAR Genomics and Bioinformatics

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Finlay Maguire

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Kendrick M Smith

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[...]

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Andrew G McArthur

The incorporation of sequencing technologies in frontline and public health healthcare settings was vital in developing virus surveillance programs during the Coronavirus Disease 2019 (COVID-19) pandemic caused by transmission of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, increased data acquisition poses challenges for both rapid and accurate analyses. To overcome these hurdles, we developed the SARS-CoV-2 Illumina GeNome Assembly Line (SIGNAL) for quick bulk analyses of Illumina short-read sequencing data. SIGNAL is a Snakemake workflow that seamlessly manages parallel tasks to process large volumes of sequencing data. A series of outputs are generated, including consensus genomes, variant calls, lineage assessments and identified variants of concern (VOCs). Compared to other existing SARS-CoV-2 sequencing workflows, SIGNAL is one of the fastest-performing analysis tools while maintaining high accuracy. The source code is publicly available (github.com/jaleezyy/covid-19-signal) and is optimized to run on various systems, with software compatibility and resource management all handled within the workflow. Overall, SIGNAL illustrated its capacity for high-volume analyses through several contributions to publicly funded government public health surveillance programs and can be a valuable tool for continuing SARS-CoV-2 Illumina sequencing efforts and will inform the development of similar strategies for rapid viral sequence assessment.


Figure 1. Overview of mobile VIM genomic analysis results. A The annotated VIM-bearing plasmids assembled from each of the isolates. The VIM gene is highlighted in orange and identified integrons in the plasmids marked using a dark gray bar in the inner circle. B The alignment and comparison of the three VIM-bearing integrons. The vertical ribbons indicate genes with shared sequence identity between the integrons (as per the % identity scale bar). C A comparison of the VIM alleles in each taxa in the form of a truncated alignment showing all the sequence differences.
Utility of hybrid whole genome sequencing in assessing potential nosocomial VIM transmission
  • Article
  • Full-text available

August 2024

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16 Reads

Antimicrobial Stewardship & Healthcare Epidemiology

Narrative) Hybrid whole genome sequencing was used to investigate if nosocomial Verona integron-encoded metallo-β-lactamase (VIM) carbapenemase transmission occurred between two patients without epidemiological links or common pathogens. Challenges in genomic methodology and appropriate analytical depth for mobile carbapenemase outbreaks are described including how inappropriate choices can mislead results and impact infection control practices.

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Summary of diagnostic test characteristics of four C. auris screening methods
Cost-effectiveness analysis of various methods of C. auris screening, estimated laboratory cost in United States dollars per case detected
Verification, analytical sensitivity, cost-effectiveness, and comparison of four Candida auris screening methods

January 2024

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143 Reads

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2 Citations

Open Forum Infectious Diseases

In this verification study, we compare and contrast the performance characteristics of chromogenic agar culture, direct PCR, and broth enrichment followed by either culture or PCR, for the detection of C. auris colonization. We find that culture and PCR both offer excellent performance, with broth enrichment offering little performance advantage given its cost.


Figure 3. Maximum likelihood phylogenetic tree of the complete SARS-CoV-2 genomes isolated from white-tailed deer (WTD) and mule deer Phylogeny was reconstructed using IQ-TREE under the GTR+F+I + R4 substitution model. The three high-coverage samples from Qué bec WTD are labeled on the tree. Branches of the phylogenetic tree are colored by the country of origin and the leaf markers are colored by the state or province of the sequence record origin. The tree is rooted to the outgroup sequence, Wuhan-Hu-1, MN908947.3 (not shown). Ultrafast bootstrap support values are shown at the node of the Qué bec WTD clade.
Figure 4. RNAseq analysis of white-tailed deer (WTD) nasopharyngeal swabs comparing uninfected WTD with SARS-CoV-2 infected WTD (4055 and 4249) (A) Relative expression levels of significant (adjusted p value <0.05) differentially expressed genes with an absolute fold change greater than 3. WTD genes with human orthologs annotated with the Gene Ontology ''innate immune response'' term indicated underneath. (B) Volcano plot of the DESeq2 differential gene expression analysis results. Where possible, genes were labeled with their inferred human ortholog gene name. The upper interferon induced transmembrane protein 1 (IFITM1) is associated with LOC110149600 and the lower IFITM1 is associated with LOC110149612 in the WTD genome. (C) Gene Ontology function enrichment of the significant up and down-differentially expressed genes against a WTD genome background with DAVID. Only terms from biological processes (black dots) and molecular functions (gray dots) are displayed. See also Figures S3 and S4 and Tables S3, S4, S5, S6, and S7.
Read mapping statistics from nf-core/viralrecon analysis for four SARS-CoV-2 positive white-tailed deer nasal swab samples from southern Qué bec, Canada, November 6-8 2021
Genomic and transcriptomic characterization of Delta SARS-CoV-2 infection in free-ranging white-tailed deer (Odocoileus virginianus)

October 2023

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133 Reads

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9 Citations

iScience

White-tailed deer (WTD) are susceptible to SARS-CoV-2 and represent an increasingly important species for surveillance. Samples from WTD (n=258) collected in November 2021 from Québec, Canada were analyzed for SARS-CoV-2 RNA. We employed viral genomics and host transcriptomics to further characterize infection and investigate host response. We detected Delta SARS-CoV-2 (B.1.617.2) in WTD from the Estrie region; sequences clustered with human sequences from October 2021 from Vermont, USA, which borders this region. Mutations in the S-gene and a deletion in ORF8 were detected. Host expression patterns in SARS-CoV-2 infected WTD were associated with the innate immune response, including signalling pathways related to anti-viral, pro- and anti-inflammatory signalling, and host damage. We found limited correlation between genes associated with innate immune response from human and WTD nasal samples, suggesting differences in response to SARS-CoV-2 infection. Our findings provide preliminary insights into host response to SARS-CoV-2 infection in naturally infected WTD.


Use of whole genome sequencing to identify low‐frequency mutations in SARS‐CoV‐2 patients treated with remdesivir

September 2023

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30 Reads

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2 Citations

Background Remdesivir (RDV) has been shown to reduce hospitalization and mortality in COVID‐19 patients. Resistance mutations caused by RDV are rare and have been predominantly reported in patients who are on prolonged therapy and immunocompromised. We investigate the effects of RDV treatment on intra‐host SARS‐CoV‐2 diversity and low‐frequency mutations in moderately ill hospitalized COVID‐19 patients and compare them to patients without RDV treatment. Methods From March 2020 to April 2022, sequential collections of nasopharyngeal and mid‐turbinate swabs were obtained from 14 patients with and 30 patients without RDV treatment. Demographic and clinical data on all patients were reviewed. A total of 109 samples were sequenced and mutation analyses were performed. Results Previously reported drug resistant mutations in nsp12 were not identified during short courses of RDV therapy. In genes encoding and surrounding the replication complex (nsp6‐nsp14), low‐frequency minority variants were detected in 7/14 (50%) and 18/30 (60%) patients with and without RDV treatment, respectively. We did not detect significant differences in within‐host diversity and positive selection between the RDV‐treated and untreated groups. Conclusions Minimal intra‐host variability and stochastic low‐frequency variants detected in moderately ill patients suggests little selective pressure in patients receiving short courses of RDV. The barrier to RDV resistance is high in patients with moderate disease. Patients undergoing short regimens of RDV therapy should continue to be monitored.


Fig. 1. L. Orale colonies on Brucella agar with Hemin and Vitamin K (HK) in anaerobic condition.
Lachnoanaerobaculum orale Bacteremia in a Patient With Acute Myeloid Leukemia and Stomatitis: An Emerging Pathogen

July 2023

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34 Reads

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2 Citations

IDCases

Background: Lachnoanaerobaculum orale is a newly described, obligately anaerobic gram-positive bacillus. The first report of invasive disease caused by L. orale was described in a patient with acute lymphocytic leukemia following systematic chemotherapy. Here we describe another case of L. orale bacteremia in a patient with a hematologic malignancy following chemotherapy-induced neutropenia. Methods: We present a case of a 46-year-old woman with a recent diagnosis of AML who presented to Sunnybrook Health Sciences Center with febrile neutropenia following induction chemotherapy with daunorubicin-cytarabine (3 +7 regimen) with Gemtuzumab and Ozogamycin. Despite being on intravenous pipercillin-tazobactam she remained febrile. Following our clinical assessment and investigations, potential sources of infection included a swollen digit and severe mucositis. Results: One blood culture from admission grew Lachnoanaerobaculum orale in the anaerobic bottle, identified by Matrix-Assisted Laser Desorption Ionization-Time of Flight (MALDI-TOF). The isolate also underwent whole-genome sequencing using methods that have been described previously. Results demonstrated the organism was susceptible to cefoxitin, clindamycin, meropenem, metronidazole, penicillin, and piperacillin-tazobactam. We concluded that the source of this patient's bloodstream infection to be chemotherapy-induced stomatitis. Conclusion: With the increasing use of intensive immunosuppressive regimens and hematopoietic stem cell transplantation for patients with hematologic malignancies, there has been an increase in the incidence and detection of bloodstream infections due to anaerobic organisms. This is only the second case report of L. orale bacteremia, highlighting its emerging role as an opportunistic pathogen in immunocompromised patients.



Figure 2. Absolute difference in number of total consensus and low-frequency mutations (including 5
Use of whole genome sequencing to identify low-frequency mutations in COVID-19 patients treated with remdesivir

November 2022

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62 Reads

Background: We investigate the effects of remdesivir (RDV) treatment on intra-host SARS-CoV-2 diversity and low-frequency mutations in moderately ill hospitalized COVID-19 patients and compare them to patients without RDV treatment. Methods: Sequential collections of nasopharyngeal and mid-turbinate swabs were obtained from 16 patients with and 31 patients without RDV treatment. A total of 113 samples were sequenced and mutation analyses were performed. Results: We did not identify any drug resistant mutations during RDV therapy. In genes encoding and associated with the replication complex, low-frequency minority variants that do not reach fixation within the sampling period were detected in 6/16 (37.5%) and 14/31 (45%) patients with and without RDV treatment respectively. We did not detect significant differences in within-host diversity and positive selection between the RDV-treated and untreated groups. Conclusions: Minimal intra-host variability and stochastic low-frequency variants detected in moderately ill patients suggests little selective pressure in patients receiving short courses of RDV. Patients undergoing short regimens of RDV therapy should continue to be monitored.


Divergent SARS-CoV-2 variant emerges in white-tailed deer with deer-to-human transmission

November 2022

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422 Reads

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150 Citations

Nature Microbiology

Wildlife reservoirs of broad-host-range viruses have the potential to enable evolution of viral variants that can emerge to infect humans. In North America, there is phylogenomic evidence of continual transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) from humans to white-tailed deer (Odocoileus virginianus) through unknown means, but no evidence of transmission from deer to humans. We carried out an observational surveillance study in Ontario, Canada during November and December 2021 (n = 300 deer) and identified a highly divergent lineage of SARS-CoV-2 in white-tailed deer (B.1.641). This lineage is one of the most divergent SARS-CoV-2 lineages identified so far, with 76 mutations (including 37 previously associated with non-human mammalian hosts). From a set of five complete and two partial deer-derived viral genomes we applied phylogenomic, recombination, selection and mutation spectrum analyses, which provided evidence for evolution and transmission in deer and a shared ancestry with mink-derived virus. Our analysis also revealed an epidemiologically linked human infection. Taken together, our findings provide evidence for sustained evolution of SARS-CoV-2 in white-tailed deer and of deer-to-human transmission.



Citations (16)


... Naquela ocasião, dois pacientes, ambos em corticoterapia, foram acometidos por esse fungo, sem evidências, porém, de qualquer mecanismo de multirresistência, fato provavelmente decorrente de a espécie ser recém-chegada ao país e não ter sido exposta suficientemente a antifúngicos (Almeida Júnior, Francisco, et al., 2021). Mesmo assim é motivo de preocupação global, pois muito do que é utilizado na metodologia laboratorial, bem como em sistemas automatizados de diagnóstico para identificação de fungos, ainda não são capazes de diferenciar essa nova espécie e a classificam erroneamente como outra (Pasqualotto et al., 2019), mas há perspectivas de métodos de cultura cromogênica e reação em cadeia da polimerase (PCR) auxiliarem no diagnóstico correto da espécie (Komorowski et al., 2024). Além disso, a antissepsia comumente usada nos hospitais é insuficiente para eliminar os biofilmes dessa espécie, que é passível de colonizar cabeceiras de cama, axila e termômetros axilares e, por isso, facilitar sua difusão hospitalar (Almeida Júnior, Brandão, et al., 2021). ...

Reference:

Perfil das infecções fúngicas no período pós-pandemia em um hospital dos Campos Gerais
Verification, analytical sensitivity, cost-effectiveness, and comparison of four Candida auris screening methods

Open Forum Infectious Diseases

... Surveillance studies in North America have detected a high prevalence of either viral RNA or specific anti-SARS-CoV-2 antibodies in both farmed and free-ranging WTD [1,2,6,[8][9][10][11][12][13][14][15][16][17][18][19]. Diverse viral lineages have been identified in free-ranging WTD populations across multiple states of the United States, including sublineages of variants of concern such as Alpha [14,16,17], Gamma [14,17], Delta [14,16,17], and Omicron [14]. ...

Genomic and transcriptomic characterization of Delta SARS-CoV-2 infection in free-ranging white-tailed deer (Odocoileus virginianus)

iScience

... Recent studies in non-immunocompromised patients treated with RDV, including a phase 3 clinical trial, reported minimal intra-host variability up to 30 days after the initiation of RDV treatment, a negligible change in RDV susceptibility, and stochastic low-frequency variants, which suggests little selective pressure and a high barrier to RDV resistance [37,38]. At the same time, the extent and pace of SARS-CoV-2 genomic evolution under RDV selection pressure across upper respiratory compartments are not fully understood. ...

Use of whole genome sequencing to identify low‐frequency mutations in SARS‐CoV‐2 patients treated with remdesivir
  • Citing Article
  • September 2023

... For example, two subnetworks within communities 2 and 9 are butyrate generators: one subnetwork has a hub taxon Butyricicoccus and other taxa, like Faecalibacterium, Blautia, Eubacterium, Dorea, Lachnospiraceae, and the other subnetwork includes Anaerostipes, Anaeromassilibacillus, and Pseudoflavonifractor, which possess the genetic pathways necessary for converting pyruvate and acetyl-CoA into butyrate (Medvecky et al., 2018). Another highlighted example is a subnetwork within community 1 that includes several oral and periodontal pathogens, including Porphyromonas, Peptostreptococcus, Parvimonas, Gemella, Tannerella, Lachnoanaerobaculum, and Solobacterium (Hampelska et al., 2020;Sabrie et al., 2023;Ternes et al., 2020;Zwezerijnen-Jiwa et al., 2023). In addition to capturing known taxonomic and functional similarities, the detected microbial communities also suggest several interesting observations. ...

Lachnoanaerobaculum orale Bacteremia in a Patient With Acute Myeloid Leukemia and Stomatitis: An Emerging Pathogen

IDCases

... The detected variant has 76 residue substitutions (including 37 mutations related to non-human hosts). This study concluded potential evidence for SARS-CoV-2 evolution in white-tailed deer [250]. ...

Publisher Correction: Divergent SARS-CoV-2 variant emerges in white-tailed deer with deer-to-human transmission

Nature Microbiology

... WTD are important reservoirs for tick-borne pathogens throughout their range [3,4] and serve as sentinels for mosquito-borne arboviruses [5,6]. WTD have also been implicated in the enzootic transmission of SARS-CoV-2 [7,8]. The intimate association of deer keds with WTD warrants further investigation of these ectoparasites to perpetuate pathogen transmission. ...

Divergent SARS-CoV-2 variant emerges in white-tailed deer with deer-to-human transmission

Nature Microbiology

... Following the continuous mutation of the COVID-19 SARS-CoV-2 virus, Beta, Delta, Omicron BA.2, Omicron BA4/5, and Omicron BF.7 have been the dominant mutant strains [6]. A previous study reported that serum protection efficacy against the Delta and Omicron strains 8 weeks after vaccination decreases 1.47-and 11.65-fold, respectively [7]. ...

Immunogenicity of convalescent and vaccinated sera against clinical isolates of ancestral SARS-CoV-2, Beta, Delta, and Omicron variants

Med

... This mutation N501T was first detected in humans in the early stages of the pandemic, before being detected in SARS-CoV-2 outbreaks in their respective animal hosts [12]. Additionally, the characterization of this change in other animal hosts, such as white-tailed deer, indicates a potential relation among this change and animal infection [42]. ...

Highly divergent white-tailed deer SARS-CoV-2 with potential deer-to-human transmission

... In general, the NtAb response was reduced against the other variants tested, where the NtAbs titers against BA.1, BA2, BA.2.12.1, BA.4 and BA.5 were reduced by 3.3-, 2.9-, 4.9-, 12.0-, and 6.3-fold compared to the ancestral SARS-CoV-2, respectively. This decreasing pattern of NtAb response is in line with studies reported in other populations such as healthcare workers, healthy vaccinated adults and adolescents and immunocompromised patients [29][30][31][32][33][34][35]. No statistically significant difference in the titer of NtAbs was observed between male/female participants, in males and females with chronic disease, smoking or vaping or among those volunteers with all three characteristics. ...

Immunogenicity of Convalescent and Vaccinated Sera Against Clinical Isolates of Ancestral SARS-CoV-2, Beta, Delta, and Omicron Variants
  • Citing Article
  • January 2022

SSRN Electronic Journal

... Experimental infection of WTD with SARS-CoV-2 causes a subclinical infection, elicits SARS-CoV-2 antibody, and produces infectious virus that is transmissible among WTD via social contacts, through feces, and bodily secretions (Chandler et al., 2021, Palmer et al., 2021, Vandegrift et al., 2022. Surveillance studies across North America have reported SARS-CoV-2 infections among WTD in Canada and the northwest, midwest, southwest, and northeast regions of the United States, thus suggesting that SARS-CoV-2 infection in WTD was occurring nationally , Chandler et al., 2021, Cool et al., 2022, Feng et al., 2023, Hale et al., 2022, Kotwa et al., 2022, Kuchipudi et al., 2022, Palermo et al., 2022, Palmer et al., 2021, Roundy et al., 2022, Vandegrift et al., 2022. Reverse transcriptase polymerase chain reaction (RT-qPCR) methods have been utilized to detect WTD SARS-CoV-2 infections but are limited by a short viral detection window (Hale et al., 2022, Pickering et al., 2022. ...

First detection of SARS-CoV-2 infection in Canadian wildlife identified in free-ranging white-tailed deer ( Odocoileus virginianus ) from southern Québec, Canada