Figures
Abstract
Introduction
The potential role of pathogens, particularly vector-transmitted infectious agents, as a cofactor or cause of neoplasia has not been intensively investigated. We previously reported a potential link between Bartonella spp. bacteremia and splenic hemangiosarcoma (HSA) in dogs living in the United States. The purpose of this study was to: 1/ further determine the prevalence of Bartonella spp. DNA in dogs with splenic HSA from throughout the United States; 2/ assess the impact of sample preservation methods on Bartonella spp. DNA amplification using characterized tissue samples from dogs diagnosed with HSA.
Methods
In a blinded manner, we determined the presence of Bartonella spp. DNA in scrolls from biorepository formalin-fixed paraffin-embedded (FFPE) spleens from dogs living in three distant locations geographically transecting the United States. DNA extracted from non-lesional spleens (n = 249), nodular lymphoid hyperplasia spleens (n = 248), and splenic HSA (n = 330) were tested by quantitative polymerase chain reaction (qPCR), and droplet digital PCR (ddPCR). Subsequently, Bartonella PCR results from FFPE tissues and formalin-fixed tissues were compared using previously tested fresh frozen tissues from an additional 48 dogs with HSA.
Results
There was no significant difference in the proportion of Bartonella PCR positive FFPE tissues from dogs diagnosed with an alesional spleen, nodular lymphoid hyperplasia, and splenic HSA. Regardless of the histological diagnosis, the most common Bartonella species identified was B. henselae (32/38). Bartonella spp. DNA was detected in a significantly larger proportion of fresh frozen tissues compared to FFPE tissues, when tested by qPCR (22/48 versus 1/48; p <0.0001) or ddPCR (19/48 versus 1/48; p <0.0001). Using ddPCR, Bartonella DNA was more often amplified from formalin-fixed tissues compared to FFPE tissues (15/39 versus 1/39; p <0.0001). The sensitivity of qPCR on FFPE samples and formalin-fixed samples, when comparing to fresh frozen samples as the reference standard, was 4.5% and 11.8%, respectively.
Conclusion
Due to decreased DNA amplification efficiency, FFPE scrolls should not be used for the detection of Bartonella infection in spleen samples from dogs with HSA. PCR testing of fresh frozen tissues substantially improves the detection of Bartonella spp. infection. If fresh frozen tissues are not available, formalin-fixed tissues should be tested with digital PCR to enhance Bartonella DNA detection.
Citation: Robveille C, Maggi RG, Lashnits E, Donovan TA, Linder KE, Regan DP, et al. (2025) Molecular detection of Bartonella spp. DNA in dogs with hemangiosarcoma. PLoS ONE 20(4): e0321806. https://doi.org/10.1371/journal.pone.0321806
Editor: Dina Aboelsoued, National Research Centre, EGYPT
Received: January 6, 2025; Accepted: March 9, 2025; Published: April 22, 2025
Copyright: © 2025 Robveille et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: This research was supported by the American Kennel Club Canine Health Foundation (CHF Grant No. 02519, EBB and MB, http://www.akcchf.org/) and the State of North Carolina. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: In conjunction with Dr. S. Sontakke and North Carolina State University, Edward B. Breitschwerdt holds US Patent 7,115,385 Media and Methods for Cultivation of Microorganisms, which was issued on October 3rd, 2006. He is a co-founder, shareholder and Chief Scientific Officer for Galaxy Diagnostics, a company that provides advanced diagnostic testing for the detection of Bartonella spp. infections. Ricardo G. Maggi is a co-founder and the Chief Technical Officer for Galaxy Diagnostics Inc. All other authors declare no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Introduction
Bartonella spp. are facultative intracellular, potentially zoonotic, Gram-negative bacteria, that are most often transmitted by arthropod vectors or animal bites and scratches [1]. To date, more than 50 species have been described. In dogs, these pathogens have resulted in granulomatous inflammation [2], and non-neoplastic vasoproliferative diseases, such as peliosis hepatis [3] and cutaneous angiomatosis [4]. Angiogenetic factors, like vascular endothelial growth factor, play a role in the pathogenesis of these diseases [5]. In addition, Bartonella DNA has been amplified from canine cancers, specifically perivascular wall tumors [5] and hemangiosarcoma (HSA) [6]. The latter is a common neoplasm in dogs, likely originating from hematopoietic stem cells or endothelial progenitor cells [7]. It generally affects middle-aged and neutered dogs, with German Shepherd Dogs, Golden Retrievers and Labrador Retrievers being overrepresented [8]. Common primary sites include the spleen, right atrium/auricle, liver, and skin/subcutis [9]. The prognosis of visceral HSA is poor because of a high rate of early and widespread metastases via hematogenous spread and local seeding after tumor rupture [10].
In a previous study performed in North Carolina, Bartonella spp. DNA was amplified more commonly from dogs with HSA (13/50; 26%) compared to nodular lymphoid hyperplasia (NLH) (5/50; 10%) and histologically unremarkable spleen from specific-pathogen free dogs (0/8; 0%) [11]. In that study, Bartonella spp. DNA was detected using conventional and real-time quantitative PCR from approximately 25 mg of splenic tissue manually excised from formalin-fixed paraffin-embedded (FFPE) surgical biopsy samples. A more recent study showed 32% (24/74) of fresh frozen biopsy samples from splenic HSA in dogs were Bartonella spp. PCR positive [6]. The use of FFPE tissue blocks has become widely used in molecular studies, as it represents the most frequently available resource for retrospective studies requiring prior histologic examination. Nevertheless, formalin induces DNA fragmentation, cytosine deamination, and cross-linking, that may negatively affect molecular analyses [12].
The aim of this study was to assess the proportion of dogs with Bartonella spp. DNA in splenic HSA versus non-neoplastic splenic specimens from three institutional-based pathology repositories. Given the generated results, we also evaluated the impact of sample preservation methods on Bartonella spp. detection in dogs with HSA, by comparing fresh frozen tissue, formalin-fixed tissue, and FFPE tissue from each dog. In addition to quantitative polymerase chain reaction (qPCR), we used droplet digital PCR (ddPCR). This technique is based on partitioning of a single sample into 20,000 water-in-oil droplets, then each droplet undergoes a PCR simultaneously. It allows for absolute quantitation of target DNA molecules using binomial Poisson statistics, without the requirement for a standard curve [13].
Materials and methods
Sample collection
Formalin-fixed paraffin-embedded canine splenic samples were retrieved from pathology archive storage facilities, using the database from three veterinary institutions across the United States: The Schwarzman Animal Medical Center in New York (samples processed between 2006 and 2018), Colorado State University (samples containing at least 70% of viable tissue and processed between 2009 and 2019), and University of California at Davis. Samples were composed of alesional spleen (n = 249), NLH (n = 248), and HSA (n = 330). A single block was available per dog, and an H&E section from each block was independently reviewed by a board-certified pathologist (KEL) to confirm the histologic diagnosis. Demographic information and travel history were not obtained.
Given the generated results, tissues from 48 dogs diagnosed with HSA banked by the biospecimen repository of the Canine Comparative Oncology and Genomics Consortium were selected based on previously published Bartonella molecular results using fresh tissues snap-frozen in liquid nitrogen [6,14]. We randomly chose 26 dogs positive by qPCR and/or ddPCR, and 22 dogs negative by qPCR and ddPCR. Matched formalin-fixed tissue (stored in ethanol) and FFPE tissue were tested by qPCR and ddPCR. Formalin-fixed tissues were no longer available for 9 dogs.
DNA extraction
FFPE tissues were deparaffinized using xylene and ethanol. DNA was extracted from three 50-μm sections of FFPE tissues and approximately 25 mg of formalin-fixed tissues using a Qiagen DNeasy® Blood and Tissue kit (Qiagen, Valencia, CA) following the manufacturer’s instructions. To prevent cross-contamination, a new sterile scalpel blade (for formalin-fixed tissues) or a new microtome blade (for FFPE tissues) was used for each sample. Empty paraffin blocks were included and analyzed as controls for potential DNA carryover, as well as negative extraction controls. DNA yield and quality was assessed by spectrophotometry (Nanodrop, Wilmington, DE). The DNA was stored at -20 °C until needed.
Molecular analyses
Both qPCR and ddPCR was performed in a blinded manner using primers targeting the 16S-23S rRNA intergenic transcribed spacer (ITS) region of Bartonella genus in conjunction with a BsppITS500 FAM-Taq Man® probe (5′ FAM-GTTAGAGCGCGCGCTTGATAAG -IABkFQ 3′; IDT® DNA Technology, NC, USA). Oligonucleotides BsppITS325s (5′ CTTCAGATGATGATCCCAAGCCTTCTGGCG 3′) and BsppITS543as (5′ AATTGGTGGGCCTGGGAGGACTTG 3′) were used as forward and reverse primers, respectively, as previously described [15]. Negative and positive controls were prepared using 5 μl of DNA from previously characterized healthy or positive dogs (clinical cases), respectively.
For qPCR, amplification was performed in a 25-μl final volume reaction containing 12.5 μl of SsoAdvanced™ Universal Probes Supermix (Bio-Rad, Hercules, CA, USA), 0.2 μl of 100 μM of each forward primer, reverse primer, and TaqMan probe (IDT® DNA Technology, Coralville, IA), 6.9 μl of molecular grade water (Genesee Scientific, San Diego, CA, USA), and 5 μl of DNA from each sample tested. Quantitative PCR was performed in an CFX96® (Bio-Rad, Hercules, CA) under the following conditions: a single hot-start cycle at 95 °C for 3 min followed by 45 cycles of denaturing at 94 °C for 10 s, annealing at 68 °C for 10 s, and extension at 72 °C for 10 s. Amplification was completed by an additional cycle at 72 °C for 30 s. Positive amplification was assessed by analysis of detectable fluorescence signal vs cycle threshold values. Sequencing of all positive samples was performed at GENEWIZ Inc. (Research Triangle Park, NC, USA). Bacterial species and strain were defined by comparing similarities with other sequences deposited in the GenBank database using BLAST version 2.0.
The 20 µL final ddPCR reaction consisted of 5 µL of ddPCR™ Multiplex Supermix (Bio-Rad, Hercules, CA, USA), 0.2 µL of 100 µM of each forward primer, reverse primer, and TaqMan probe (IDT® DNA Technology, Coralville, IA, USA), 8.1 µL of molecular–grade water, 5 µL of sample DNA, 0.3 µL of 300 mM Dithiothreitol (DTT), and 1 µL of HindIII DNA restriction enzyme. The ddPCR analysis was performed using a QX One Droplet Digital PCR (Bio-Rad, Hercules, CA, USA) system under the following amplification conditions: a single hot-start cycle at 95 °C for 10 min followed by 40 cycles of denaturing at 94 °C for 30 s and annealing at 62.9 °C for 1 min. A final extension at 98 °C was performed for 5 min. Fluorescent droplet detection and distribution readings were recorded in channel 1. Due to instrument design limitations, digital PCR droplets are not able to be sequenced.
For the second part of the study, digital PCR amplification of the dog housekeeping gene BRAF was performed as amplifiable DNA internal control using the oligonucleotides CaFeBRAF-15s (5′-TCAYGAAGACCTCACAGTAAAAATAGGT-3′) and CaFeBRAF-110as (5′-GATCCAGACAACTGTTCAAACTGATG-3′) as forward and reverse primers, respectively, and oligonucleotides CaFeBRAF-50 (5′-Cy5.5-GTCTAGCCACAGTGAAATCTCGATG-BHQ_3–3′) as fluorescent probe (IDT® DNA Technology, NC, USA) [16]. Partitions were recorded in the orange channel.
Study size
With a sample size of 240 samples per group (alesional spleen, NLH, and HSA), assuming based on previous literature [11] that >25% of HSA samples contained Bartonella spp. DNA, this study had 80% power to detect a statistically significant difference (alpha = 0.05) if the proportion of each control group containing Bartonella DNA was <15%.
When comparing sample preservation methods, assuming >50% of [reference group] contained Bartonella spp. DNA, this study had 80% power to detect a statistically significant difference (alpha = 0.05) if the proportion of [comparison group] containing Bartonella DNA was <20%.
Statistical methods
The proportion of FFPE spleen samples from each diagnosis group (alesional, NLH, HSA) that had Bartonella spp. DNA amplified by qPCR or ddPCR was calculated; those proportions were compared using a chi-squared test of independence. The proportions of samples from each preservation method (fresh frozen, formalin-fixed, and FFPE) that had Bartonella spp. DNA amplified by qPCR or ddPCR was calculated; those proportions were compared using a chi-squared test of independence (or Fisher’s exact test for small sample sizes). To compare the proportions of samples that were Bartonella PCR positive across geographic locations, we used chi-squared tests for each diagnosis group (alesional spleen, NLH, HSA) for qPCR and ddPCR. A Bonferroni correction for multiple comparisons was used, so for these comparisons statistical significance was set at p < 0.00833. To determine agreement between tests on two different samples from the same dog, the kappa statistic was calculated [17]. Statistical significance was set at p ≤ 0.05. All statistical analysis was performed in R v. 4.3.2 (R Core Team 2023).
Ethics statement
Ethical approval was not required as this is a retrospective study using canine tissues either submitted for diagnostic pathology services to the Schwarzman Animal Medical Center, Colorado State University, and University of California, or from the biospecimen repository of the Canine Comparative Oncology and Genomics Consortium.
Results
The proportion of FFPE tissues Bartonella spp. qPCR positive did not differ significantly between non-lesional spleen (13/249; 5.2%), NLH (14/248; 5.6%), and splenic HSA (11/330; 3.3%) (p = 0.359754) (Table 1). A similar trend with slightly higher proportion of positive samples was obtained with ddPCR (10.4%, 9.7%, and 11.2%, respectively, Table 1) (p = 0.836694). For each microscopic diagnosis, there was a statistically significant difference in the proportion of samples Bartonella spp. PCR positive between geographical locations, based on the locations of the submitting veterinary institutions, with ddPCR (p = 0.0004 for alesional spleens, p = 0.0005 for NLH, and p = 0.0009 for HSA) but not qPCR (p = 0.0606 for alesional spleens, p = 0.3879 for NLH, and p = 0.1020 for HSA).
Regardless of the histological diagnosis, based upon DNA sequence analyses, the most common Bartonella species identified was B. henselae (32/38, including 1 co-infection with B. quintana-like in HSA). Other Bartonella species included: B. quintana in 1 alesional spleen and 1 NLH, B. koehlerae in 1 NLH, and B. chomelii in 1 HSA. Bartonella species could not be determined for 1 NLH and 1 HSA.
The molecular prevalence of Bartonella spp. was significantly higher in fresh frozen tissues compared to FFPE tissues, with both qPCR (22/48 versus 1/48; p <0.0001) and ddPCR (19/48 versus 1/48; p <0.0001), and in formalin-fixed tissues compared to FFPE tissues with ddPCR (15/39 versus 1/39; p <0.0001) (Table 2). There was qPCR amplification of Bartonella DNA in FFPE tissues spiked with Bartonella henselae (results not shown), supporting the absence of an inhibitor of DNA amplification. The sensitivity of qPCR on FFPE samples, when comparing to fresh frozen samples as the reference standard, was 4.5%. For dPCR, there was a larger number of partitions of the dog housekeeping gene (BRAFp) in the frozen samples compared to formalin-fixed tissues and FFPE tissues (results not shown).
Bartonella spp. DNA was amplified by qPCR from a significantly higher proportion of fresh frozen tissues compared to formalin-fixed tissues (17/39 versus 5/39; p = 0.0025), but not when tested by ddPCR (15/39 for both; p = 1). The sensitivity of qPCR on formalin-fixed samples, when comparing to fresh frozen samples as the reference standard, was 11.8%.
For qPCR results, there was slight agreement between results on samples from the same dog when comparing FFPE and fresh frozen tissue samples (kappa = 0.05, 95% CI -0.04–0.14) or formalin-fixed and fresh frozen tissue samples (kappa = -0.02, 95% CI -0.25–0.21). The proportion of samples that did agree (0.56 and 0.538, respectively) was not significantly higher than would be expected by chance alone (0.54, p = 0.2719; 0.548, p = 0.8624). For ddPCR results, there was slight agreement between results on samples from the same dog when comparing FFPE and fresh frozen tissue samples (kappa = -0.04, 95% CI -0.14–0.06). The proportion of samples that did agree (0.58) was not significantly higher than would be expected by chance alone (0.60, p = 0.4134). There was fair agreement between results on samples from the same dog when comparing formalin-fixed and fresh frozen tissue samples (kappa = 0.35, 95% CI 0.036–0.664). The proportion of samples that did agree (0.692) was significantly higher than would be expected by chance alone (0.527, p = 0.0288).
Discussion
Antemortem diagnosis of bartonellosis remains challenging due to the bacteria’s fastidious and slow-growing nature, low and intermittent bacteremia, and the lack of sensitivity of serological techniques currently available. These limitations have proven to be substantial when assessing Bartonella spp. infection in dogs with histological confirmation of HSA [6,14]. Also, due to current limitations with imaging modalities of Bartonella spp. with In Situ Hybridization and immunofluorescence, diagnosis of bartonellosis in surgical biopsy or postmortem tissue most often requires molecular testing [18–20]. Currently, despite known detrimental effects on PCR amplification sensitivity, many clinical, surgical and diagnostic workflows place ante- or post-mortem tissues solely into formalin for histologic evaluation, without consideration of the adverse effect in detection of microbial pathogens. As documented in this study, qPCR and ddPCR from FFPE tissues lowers Bartonella PCR sensitivity.
In this study, the proportion of samples with Bartonella positive qPCR from dogs diagnosed with splenic HSA or NLH from the three institutions was unexpectedly much lower compared to a previous study using FFPE tissues involving dogs with HSA from North Carolina [11]. As Bartonella infection in dogs appears to be ubiquitous across the United States [6], in retrospect, this discrepancy was likely related to differences in methodology between studies. While FFPE tissues were used in both studies, paraffin scrolls (150 µm thick) instead of histologically selected core punches (25 mg) were used in this study, which resulted in a decreased tissue quantity per sample extraction. Thus, the quantity of extracted DNA (host and pathogen) potentially resulted in an underestimation of the actual proportion of Bartonella FFPE positive tissues. Because of DNA fragmentation in FFPE tissues, the use of amplification products smaller than 120–150 bp is recommended to maximize the number of templates to be used for PCR [21, 22]. Targeting Bartonella ITS gene sequences, we identified Bartonella henselae as the most common Bartonella species, as previously reported, including one study using fresh frozen samples [6,11]. As the generated amplicon for this species is around 140 bp, a minimal effect of DNA fragmentation for its detection is expected. Considering the rare flea infestations in Colorado, finding the highest proportion of samples Bartonella spp. ddPCR positive in the Colorado State University was surprising. Their samples had a short duration of fixation (≤ 24 hours) that could have positively impacted microbial detection.
The unexpectedly low amplification of Bartonella DNA from FFPE samples motivated our investigation of the impact of storage sample conditions in Bartonella spp. detection, using a previously characterized sample set [6]. Test results for matched FFPE and fresh tissues from 48 dogs, with a histological diagnosis of HSA, were compared for qPCR and ddPCR sensitivity. Among the 22 Bartonella qPCR+ dogs using fresh frozen tissues, only 1 dog remained qPCR+ using scrolls of FFPE tissue. Consequently, PCR using DNA extracted from paraffin scrolls does not appear suitable for Bartonella molecular testing. The sensitivity limitation of scrolls has been described for the detection of another intracellular pathogen, Mycobacterium tuberculosis [23]. Using this dog sample set, the molecular prevalence of Bartonella spp. was significantly lower in formalin-fixed tissues compared to fresh frozen tissues with qPCR, but did not significantly differ with ddPCR. This result could be explained by the higher sensitivity, especially in case of low bacterial load [14,24,25] and higher inhibitor tolerance of the ddPCR compared to qPCR [26]. Indeed, the ratio between target DNA to PCR reagents is substantially higher in ddPCR compared to qPCR. ddPCR has already shown its utility in the accurate quantitation of bacteria [27, 28]. It is worth noting that the template DNA volume, as well as the primers and probe sequences and concentrations, were identical for qPCR and ddPCR to avoid biases to the extent possible when comparing quantification of both assays. Obviously, by necessity, a different aliquot of extracted DNA had to be used for each comparative PCR reaction.
Interestingly, 6 of 15 dogs that were ddPCR+ in formalin-fixed tissues were previously ddPCR- in fresh frozen tissues. This finding was likely related to the low quantity and dispersed distribution of Bartonella within tissues, as well as testing only a single sample for each storage condition per animal. Using fresh frozen tissues, Lashnits et al. documented that Bartonella spp. DNA was ddPCR amplified from one of the two biopsy samples tested in 76% of bacteremic dogs with HSA, suggesting an increased diagnostic sensitivity of molecular testing when the latter is performed on multiple samples [14]. Similarly, sequential testing of human blood samples (obtaining 3 vs 1 sample) also increased the molecular detection of Bartonella spp. [29]. When attempting to confirm infection with a Bartonella sp., taking steps to optimize sensitivity of DNA detection should include testing multiple tissue locations and using duplicate from each tissue to accurately assess the prevalence.
FFPE DNA damage is influenced by many factors during processing and storage. Limitations in this study include unknown fixation time and duration between resection and formalin fixation, the variation in age of the paraffin blocks and storage parameters, all of which could have influenced the DNA quality and molecular results [30]. Different freezing methods were not assessed, as only samples snap-frozen in liquid nitrogen (subsequently stored at -80° C) were available. Also, despite testing matched samples, the quantity and distribution of Bartonella likely varied among tissues selected for DNA extraction, as reported previously in cats with endomyocarditis-left ventricular endocardial fibrosis and Bartonella spp. infections [31].
In conclusion, FFPE scrolls should not be used for the detection of Bartonella infection in spleen samples from dogs with HSA. PCR testing of fresh frozen tissues substantially improves the detection of Bartonella spp. infection. If fresh frozen tissues are not available, testing core formalin-fixed tissues with droplet digital PCR should improve sensitivity over testing FFPE tissues.
Acknowledgments
We thank Dr. Toni Richardson and Chance Liedig for their assistance in generating the molecular results in the Intracellular Pathogens Research Laboratory, North Carolina State University.
References
- 1. Breitschwerdt EB. Bartonellosis, One Health and all creatures great and small. Vet Dermatol. 2017;28(1):96-e21. pmid:28133871
- 2. Pappalardo BL, Brown T, Gookin JL, Morrill CL, Breitschwerdt EB. Granulomatous disease associated with Bartonella infection in 2 dogs. J Vet Intern Med. 2000;14(1):37–42. pmid:10668815
- 3. Kitchell BE, Fan TM, Kordick D, Breitschwerdt EB, Wollenberg G, Lichtensteiger CA, et al. Peliosis hepatis in a dog infected with Bartonella henselae. J Am Vet Med Assoc. 2000;216(4):519–23, 517. pmid:10687006
- 4. Yager JA, Best SJ, Maggi RG, Varanat M, Znajda N, Breitschwerdt EB. Bacillary angiomatosis in an immunosuppressed dog. Vet Dermatol. 2010;21(4):420–8. pmid:20374571
- 5. Beerlage C, Varanat M, Linder K, Maggi RG, Cooley J, Kempf VAJ, et al. Bartonella vinsonii subsp. berkhoffii and Bartonella henselae as potential causes of proliferative vascular diseases in animals. Med Microbiol Immunol. 2012;201(3):319–26. pmid:22450733
- 6. Lashnits E, Neupane P, Bradley JM, Richardson T, Thomas R, Linder KE, et al. Molecular prevalence of Bartonella, Babesia, and hemotropic Mycoplasma species in dogs with hemangiosarcoma from across the United States. PLoS One. 2020;15(1):e0227234. pmid:31923195
- 7. Kakiuchi-Kiyota S, Obert LA, Crowell DM, Xia S, Roy MD, Coskran TM, et al. Expression of Hematopoietic Stem and Endothelial Cell Markers in Canine Hemangiosarcoma. Toxicol Pathol. 2020;48(3):481–93. pmid:31918642
- 8. Robinson KL, Bryan ME, Atkinson ES, Keeler MR, Hahn AW, Bryan JN. Neutering is associated with developing hemangiosarcoma in dogs in the Veterinary Medical Database: An age and time-period matched case-control study (1964-2003). Can Vet J. 2020;61(5):499–504. pmid:32355348
- 9. Pearson GR, Head KW. Malignant haemangioendothelioma (angiosarcoma) in the dog. J Small Anim Pract. 1976;17(11):737–45. pmid:1034853
- 10. Oksanen A. Haemangiosarcoma in dogs. J Comp Pathol. 1978;88(4):585–95. pmid:568633
- 11. Varanat M, Maggi RG, Linder KE, Breitschwerdt EB. Molecular prevalence of Bartonella, Babesia, and hemotropic Mycoplasma sp. in dogs with splenic disease. J Vet Intern Med. 2011;25(6):1284–91. pmid:22092618
- 12. Do H, Dobrovic A. Sequence artifacts in DNA from formalin-fixed tissues: causes and strategies for minimization. Clin Chem. 2015;61(1):64–71. pmid:25421801
- 13. Hindson CM, Chevillet JR, Briggs HA, Gallichotte EN, Ruf IK, Hindson BJ, et al. Absolute quantification by droplet digital PCR versus analog real-time PCR. Nat Methods. 2013;10(10):1003–5. pmid:23995387
- 14. Lashnits E, Neupane P, Bradley JM, Richardson T, Maggi RG, Breitschwerdt EB. Comparison of Serological and Molecular Assays for Bartonella Species in Dogs with Hemangiosarcoma. Pathogens. 2021;10(7):794. pmid:34201572
- 15. Maggi RG, Richardson T, Breitschwerdt EB, Miller JC. Development and validation of a droplet digital PCR assay for the detection and quantification of Bartonella species within human clinical samples. J Microbiol Methods. 2020;176:106022. pmid:32795640
- 16. Maggi R, Breitschwerdt EB, Qurollo B, Miller JC. Development of a Multiplex Droplet Digital PCR Assay for the Detection of Babesia, Bartonella, and Borrelia Species. Pathogens. 2021;10(11):1462. pmid:34832618
- 17. McHugh ML. Interrater reliability: the kappa statistic. Biochem Med (Zagreb). 2012;22(3):276–82. pmid:23092060
- 18. Saunders GK, Monroe WE. Systemic granulomatous disease and sialometaplasia in a dog with Bartonella infection. Vet Pathol. 2006;43(3):391–2. pmid:16672593
- 19. Caponetti GC, Pantanowitz L, Marconi S, Havens JM, Lamps LW, Otis CN. Evaluation of immunohistochemistry in identifying Bartonella henselae in cat-scratch disease. Am J Clin Pathol. 2009;131(2):250–6. pmid:19141385
- 20. Edouard S, Nabet C, Lepidi H, Fournier P-E, Raoult D. Bartonella, a common cause of endocarditis: a report on 106 cases and review. J Clin Microbiol. 2015;53(3):824–9. pmid:25540398
- 21. Funabashi KS, Barcelos D, Visoná I, e Silva MS, e Sousa MLAPO, de Franco MF, et al. DNA extraction and molecular analysis of non-tumoral liver, spleen, and brain from autopsy samples: the effect of formalin fixation and paraffin embedding. Pathol Res Pract. 2012;208(10):584–91. pmid:22920941
- 22. Hockney R, Orr CH, Waring GJ, Christiaens I, Taylor G, Cummings SP, et al. Formalin-Fixed Paraffin-Embedded (FFPE) samples are not a beneficial replacement for frozen tissues in fetal membrane microbiota research. PLoS One. 2022;17(3):e0265441. pmid:35298530
- 23. Heinmöller E, Renke B, Beyser K, Dietmaier W, Langner C, Rüschoff J. Piffalls in diagnostic molecular pathology--significance of sampling error. Virchows Arch. 2001;439(4):504–11. pmid:11710637
- 24. Cao Z, Wu W, Wei H, Gao C, Zhang L, Wu C, et al. Using droplet digital PCR in the detection of Mycobacterium tuberculosis DNA in FFPE samples. Int J Infect Dis. 2020;99:77–83. pmid:32738487
- 25. Doi H, Takahara T, Minamoto T, Matsuhashi S, Uchii K, Yamanaka H. Droplet digital polymerase chain reaction (PCR) outperforms real-time PCR in the detection of environmental DNA from an invasive fish species. Environ Sci Technol. 2015;49(9):5601–8. pmid:25850372
- 26. Yang R, Paparini A, Monis P, Ryan U. Comparison of next-generation droplet digital PCR (ddPCR) with quantitative PCR (qPCR) for enumeration of Cryptosporidium oocysts in faecal samples. Int J Parasitol. 2014;44(14):1105–13. pmid:25229177
- 27. Verhaegen B, De Reu K, De Zutter L, Verstraete K, Heyndrickx M, Van Coillie E. Comparison of Droplet Digital PCR and qPCR for the Quantification of Shiga Toxin-Producing Escherichia coli in Bovine Feces. Toxins (Basel). 2016;8(5):157. pmid:27213452
- 28. Witte AK, Fister S, Mester P, Schoder D, Rossmanith P. Evaluation of the performance of quantitative detection of the Listeria monocytogenes prfA locus with droplet digital PCR. Anal Bioanal Chem. 2016;408(27):7583–93. pmid:27558101
- 29. Pultorak EL, Maggi RG, Mascarelli PE, Breitschwerdt EB. Serial testing from a 3-day collection period by use of the Bartonella Alphaproteobacteria growth medium platform may enhance the sensitivity of Bartonella species detection in bacteremic human patients. J Clin Microbiol. 2013;51(6):1673–7. pmid:23486720
- 30. Guyard A, Boyez A, Pujals A, Robe C, Tran Van Nhieu J, Allory Y, et al. DNA degrades during storage in formalin-fixed and paraffin-embedded tissue blocks. Virchows Arch. 2017;471(4):491–500. pmid:28812131
- 31. Donovan TA, Balakrishnan N, Carvalho Barbosa I, McCoy T, Breitschwerdt EB, Fox PR. Bartonella spp. as a Possible Cause or Cofactor of Feline Endomyocarditis-Left Ventricular Endocardial Fibrosis Complex. J Comp Pathol. 2018;162:29–42. pmid:30060840