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Infection route influence the consequences of Nocardia farcinica infection in BALB/c mice
BMC Infectious Diseases volume 24, Article number: 1016 (2024)
Abstract
Background
Nocardia, a rare but potentially fatal pathogen, can induce systemic infections with diverse manifestations. This study aimed to investigate the tissue and organ damage caused by Nocardia farcinica (N. farcinica) in mice via different infection routes, evaluate the resulting host immune responses, and assess its invasiveness in brain tissue.
Methods
BALB/c mice were infected with N. farcinica through intranasal, intraperitoneal, and intravenous routes (doses: 1 × 10^8, 1 × 10^7, 1 × 10^7 CFU in 50 µl PBS). Over a 7-day period, body temperature, weight, and mortality were monitored, and samples were collected for histopathological analysis and bacterial load assessment. Serum was isolated for cytokine detection via ELISA. For RNA-seq analysis, mice were infected with 1 × 107 CFU through three infection routes, after which brain tissue was harvested.
Results
Intraperitoneal and intravenous N. farcinica infections caused significant clinical symptoms, mortality, and neural disruption in mice, resulting in severe systemic infection. Conversely, intranasal infection primarily affected the lungs without causing significant damage to other organs. Intraperitoneal and intravenous infections significantly increased serum cytokines, particularly TNF-α and IFN-γ. RNA-seq analysis of brains from intravenously infected mice revealed significant differential gene expression, whereas the intranasal and intraperitoneal routes showed limited differences (only three genes). The enriched Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways in the intravenous group were primarily related to immune processes.
Conclusion
The study demonstrated that intravenous N. farcinica infection induces significant clinical symptoms, triggers an inflammatory response, damages multiple organs, and leads to systemic infections.
Introduction
Nocardia, a Gram-positive pathogenic bacterium, is widely distributed in the environment, including soil, dust, water, and organic materials of animal origin [1]. Nocardia farcinica (N. farcinica) is widely distributed in the United States and also is the most common Nocardia species in China. It is considered one of the most common causative agents among Nocardia spp [2]. N. farcinica can invade the lungs destructively, leading to pulmonary abscesses, necrotizing pneumonia, and other pulmonary diseases [3]. It can disseminate through the bloodstream upon entering the host organism, affecting various organs, including the joints, eyes, heart, kidneys, and central nervous system (CNS) [4]. Therefore, N. farcinica is considered the most pathogenic species within the Nocardia genus due to its high morbidity, invasiveness, and variable resistance to antimicrobial agents [5].
The main route of Nocardia infection is through the respiratory tract [6], and it also has a propensity to disseminate hematogenously [7]. A systematic review of Nocardia bacteremia found that 29% of patients had intravascular device [8]. Additionally, intraperitoneal infection is another pathway for various bacteria to invade the body [9]. Nocardia can enter peritoneal cavity via a peritoneal dialysis catheter instead of the bloodstream, leading to peritonitis [10]. Gastrointestinal colonization has rarely been reported, typically the due to the inhalation of spores or swallowing of sputum [11]. There is no conclusive evidence of person-to-person transmission of Nocardia infections [11]. The extent of host damage caused by pathogens varies depending on the infection route [12]. For example, in adult mouse models of leptospirosis, factors such as serotype, inoculation dose, and route of infection significantly influence the disease progression kinetics [13]. In addition, Michelle Nelson et al. indicates that the therapeutic effectiveness of Co-Trimoxazole in treating melioidosis depends on the infection route [14]. Therefore, understanding how different infection routes of Nocardia affect organisms, as studied through mouse models, is crucial for comprehending and preventing Nocardiosis. Despite its relatively low prevalence, Nocardia should not be overlooked due to its potential to be fatal in immunosuppressed patients [15]. A thorough understanding of Nocardia infection mechanisms is essential for developing guidelines to control the diseases it can cause.
Reports have confirmed the susceptibility of Nocardia to the CNS [16]. Nocardia can be isolated in the early stages after brain tissue invasion but becomes undetectable beyond 12 days post-infection (dpi). However, symptoms resembling motor dysfunction, similar to those in Parkinson’s disease, persist and can last throughout the lifespan of most mice [17]. It remains unconfirmed whether all infection routes induce CNS symptoms. Furthermore, the pathogenic mechanisms of Nocardia in the brain have not been systematically elucidated in previous studies.
Materials and methods
Animal
Pathogen-free female BALB/c mice (6–8 weeks of age) were purchased from SPF Biotechnology Co., Ltd. (Beijing, China). Before the experiments, the mice were provided food and water ad libitum for 5 to 7 days in a sterile environment to acclimate to the microisolator cages.
Bacteria and infection of mice
N. farcinica IFM 10,152 was sourced from the German Resource Centre for Biological Materials (Brunswick, Germany). N. farcinica was cultured to the exponential phase in BHI broth (Oxoid Ltd, Hants, UK) at 37 °C before infection experiments. At the time of the experiment, the mice were 7–9 weeks old and had body weights of 18.9 ± 0.9 g (mean ± SD). The mice were divided into three groups: intranasal infection, intraperitoneal injection, and intravenous injection, with 40 mice in each group. Each group was further subdivided into a PBS control group and 1, 3, and 7 dpi groups, with 10 mice in each subgroup. The intranasal, intraperitoneal, and tail vein groups received a uniform bacterial suspension containing approximately1 × 108, 1 × 107, and 1 × 107 colony-forming units (CFU) in 50 µl via intranasal administration, intraperitoneal injection, and intravenous injection, respectively. Control groups received an equal volume of sterile PBS via the same routes. The 7-day post-infection groups were also assessed for mortality, body temperature, and weight changes. During the intranasal infection procedure, mice were anesthetized with sodium pentobarbital at a dose of 1 to 1.2 mg per mouse. At the designated time point, mice were euthanized via cervical dislocation, and relevant tissues and serum samples were collected.
For transcriptomics research, mice were infected with 1 × 107 CFU through three routes. Brain tissues were collected at 7 dpi. Based on clinical symptom observations, it can be deduced that the control groups for all three infection routes had no significant impact on the mice. Consequently, histopathological examination and transcriptomic study employed intraperitoneal infection of the same volume of PBS as the control group.
Body temperature and weight
Body temperature and weight were serially quantified every day for 7 dpi with N. farcinica IFM 10,152, and the initial values were also measured. Mice were weighed to the nearest thousandth of a gram, and body temperature was measured using an Animal Thermometer (KEW, Nanjing, China) with rectal readings accurate to 0.1 °C.
Bacteria burden detection in tissues
For each infection route, 10 mice were sacrificed at 1, 3, and 7 dpi. The heart, liver, spleen, lung, kidney, eye, brain, and rectum tissue were collected and homogenized in 1 ml of PBS. To quantify the N. farcinica bacterial load in tissues, serial dilutions of the homogenized samples were plated on Brain Heart Infusion (BHI) agar and incubated at 37 °C for 48 h.
Histopathology
The tissues were fixed in 4% paraformaldehyde and embedded in paraffin. The samples were sectioned at 5 μm, stained with hematoxylin and eosin, and imaged using a biomicroscope (Nikon, Eclipse Ci-L, Japan) according to the manufacturer’s instructions. Pathological analysis was conducted on the images.
ELISA detection
For serum cytokine detection, blood was obtained at 1, 3, and 7 dpi. Serum was collected after centrifugation and stored at − 80 °C until testing. Cytokine concentrations (IL-4, IL-6, IL-10, TNF-α, IFN-γ) were measured by quantitative ELISA (BD OptEIA™, San Diego, CA, USA) according to the manufacturer’s instructions.
Extraction of total RNA from infected animals
Total brain RNA was isolated at 7 dpi from N. farcinica-infected mice and PBS controls (three replicates per group) using TRIzol reagent (Invitrogen, USA). RNA concentration, RIN, and size were assessed using an Agilent 2100 Bioanalyzer (Agilent, Palo Alto, CA, USA), and purity was measured with a NanoPhotometer (Thermo Fisher, Waltham, MA, USA).
Library construction and RNA sequencing
After confirming RNA quality, magnetic beads with Oligo(dT) were used for mRNA enrichment and purification. mRNA was reverse transcribed into cDNA using random primers. The resulting cDNA fragments were then end-repaired, A-tailed, and ligated to sequencing adapters. Target fragments were purified with magnetic beads and then amplified by PCR, completing the library preparation. Preliminary quantification of the library was performed using Qubit 3.0. The sequencing strategy used was PE150.
Read mapping and analysis
Raw sequencing data (Raw Reads) from the Illumina platform were processed to obtain high-quality sequences (Clean Reads) by removing low-quality reads, adapter contamination, and reads with an N ratio greater than 5%. All subsequent analyses were performed based on the Clean Reads. All subsequent analyses were based on the Clean Reads. HISAT2, HTSeq, RSEM, and DESeq2 were used for reference genome alignment, gene expression quantification, and differential gene expression analysis, respectively.
qRT–PCR
Total RNA from repeated infection brain samples was used for qRT-PCR. qRT-PCR was performed with SYBR Premix Ex Taq II reagents (TaKaRa, Japan) on a QuantGene 9600 real-time PCR analyzer (Hangzhou Bori Technology Co., Ltd, Hangzhou, China). The housekeeping gene β-actin was used to normalize gene expression levels. Fold changes in gene expression were calculated using the 2(−∆∆Ct) method.
Statistical analysis and data visualization
Matlab software (MathWorks, Natick, MA) was used for data analysis and visualization. Statistical results were presented as mean ± standard deviation. Analysis of variance was performed on serum cytokines in Fig. 3. Student’s t-test was conducted between each experimental group and the control group, assuming homogeneity of variance and normal distribution. Differential transcriptome and functional enrichment analyses were performed using the Annocloud platform (https://c.solargenomics.com/), and Gene Ontology (GO) and KEGG charts were generated. The protein-protein interaction network was visualized using STRING (https://string-db.org) and Cytoscape software.
Result
Mice infected with N. Farcinica via intravenous route exhibit more severe clinical symptoms
Given that the intraperitoneal route is commonly used in lethal dose studies of pathogens, this research employed a concentration of 1 × 108 to infect mice as a positive control. Partial mortality was observed in mice at this concentration. Figure 1A shows the mortality assessment over a 7-day period. Mice in the intraperitoneal infection group exhibited messy, dull fur and reduced food and water intake after infection. At 2 dpi, the anus was blocked by excrement, resulting in suppuration and difficulty in defecation (Supplementary Fig. 1a). On the third day, increased ocular secretion made it difficult for the mice to open their eyes (Supplementary Fig. 1b). Some mice exhibited neurological symptoms during the experiment, such as head tilting and circling when their tails were lifted. Weight decreased from 1 to 5 dpi and then stabilized, while in the control group, it increased from 1 to 4 dpi and then fluctuated slightly. Body temperature increased from 1 to 3 dpi, followed by a gradual return to normal. Two mice experienced a sudden drop in body temperature at 1 and 4 dpi, respectively, and died at the next day. In contrast, the control group remained stable throughout (Fig. 1B).
Similar to the intraperitoneal infection group, mice in the intravenous infection group also displayed ocular and neurological symptoms. Notably, some mice in the intravenous infection group experienced a sharp drop in body temperature accompanied by neurological symptoms and died the next day. Some mice experienced a decline in body temperature, which later recovered, but neurological symptoms persisted throughout the experiment. Body temperature and weight changes in other mice are shown in Fig. 1C.
Mice in the intranasal infection group did not exhibit significant clinical symptoms during infection. Body temperature rose at 2 dpi and then decreased to normal level. Weight dropped at 2 dpi, then rose and approached that of the control group. The control group for intranasal infection was similar to the other two control groups (Fig. 1D).
Mice infected with N. Farcinica via intravenous route exhibit a more severe bacterial burden in tissues
As shown in Fig. 2, intranasal infection caused a high bacterial burden only in the lungs. Bacterial burdens in the spleen, lung, and rectum were higher in intraperitoneal infection compared to intravenous infection, while other tissues had lower burdens. Intravenous infection resulted in a higher bacterial load in the brain compared to the other two infection routes. In summary, bacterial burdens in all tissues of mice infected via different routes peaked at 1 dpi. An exception was the kidneys in the intravenous infection group, where the bacterial burden continued to rise from 1 to 7 dpi.
Mice infected with Nocardia through intravenous infection exhibited more severe inflammatory responses
As seen in Fig. 3, IL-4 and IL-6 concentrations were significantly higher in all three infection routes compared to the control group. IL-10 expression was upregulated in the intraperitoneal and intravenous infection groups but downregulated in the intranasal group. TNF-α levels significantly increased in the intraperitoneal infection group and dramatically increased in the intravenous infection group at 3 dpi. No significant difference in expression was observed in the intranasal group. IFN-γ was significantly upregulated in the intraperitoneal infection group at 1 and 3 dpi and significantly increased at 1 dpi via intravenous infection. In the intranasal group, IFN-γ expression levels showed only minor changes.
Histopathological analysis
Histopathological analysis revealed no obvious abnormalities or inflammation in the control group tissues. The tissue pathological changes of the main invaded organs in mice caused by N. farcinica with specific pathological changes are detailed in Fig. 4.
Lung
The lungs showed mild lymphocyte infiltration in multiple alveolar walls at 1 and 3 dpi (Fig. 4A, black arrow), with mild hemorrhage around local blood vessels at 7 dpi in the intraperitoneal infection group (Fig. 4A, yellow arrow). In the intravenous group, large areas of alveolar wall thickening were observed, accompanied by granulocyte infiltration (Fig. 4A, black arrow) and local hemorrhage (Fig. 4B, red arrow). No pathological changes were observed in the lungs at 1 dpi following intranasal infection; however, lymphocyte infiltration and alveolar expansion were noted at 3 and 7 dpi (Fig. 4C, yellow arrow).
Eye
The anterior corneal epithelium became thinner, with some epithelial cell nuclei shrinking and deep staining observed at 1 dpi following intraperitoneal infection. The number of corneal stromal fibroblasts increased at 1 dpi (Fig. 4A, black arrow), with punctate infiltration of lymphocytes and neutrophils appearing on the third day (Fig. 4A, yellow arrow), all of which returned to normal by day 7. At 1 day and 3 days after intravenous infection, eosinophilic reticular structures (Fig. 4B, green arrows) were observed on the cornea, with cytoplasmic loosening and slight staining (Fig. 4B, black arrow), which later returned to normal without further abnormalities. No pathological changes were observed in ocular tissue following intranasal infection.
Brain
A large number of neurons in the brain tissue shrank, with deeper staining and unclear nucleus and cytoplasm at 1 dpi following intraperitoneal infection (Fig. 4A, black arrow). Local punctate infiltration of lymphocytes and neutrophils was observed on day 3 (Fig. 4A, yellow arrow), with a small amount of neuronal degeneration on day 7. Following intravenous infection, brain tissue showed only a small amount of granulocyte infiltration at 1 dpi (Fig. 4B, black arrow) and bleeding at 3 dpi (Fig. 4B, green arrow). By day 7, focal necrosis of cortical neurons and fragmentation and dissolution of nuclei were observed (Fig. 4B, black arrow). From day 1 after intranasal infection, neurons in the brain cortex and CA3 and DG areas of the hippocampus shrank, with deeper cell staining and unclear nuclear-cytoplasmic boundaries (Fig. 4C, black arrow). This condition persisted until day 7.
Rectum
No obvious abnormalities were detected in the rectum at 1 and 3 dpi following intraperitoneal infection. Increased necrosis and dissolution of intestinal glands were observed in the local lamina propria at 7 dpi (Fig. 4A, yellow arrow). A small amount of connective tissue hyperplasia was accompanied by mild lymphocyte infiltration (Fig. 4A, red arrow). At 3 dpi following intravenous infection, intestinal tissue exhibited significant glandular dilation (Fig. 4B, red arrows) with granulocytes present within the glands (Fig. 4B, green arrows). Mild connective tissue hyperplasia in the mucosal layer, accompanied by a small amount of lymphocyte infiltration (Fig. 4B, black arrows), persisted until day 7. No pathological changes were observed in the rectum in the intranasal group.
These results suggest that intraperitoneal and intravenous infections can cause severe systemic infections in multiple organs. Histopathological analysis was also conducted on other tissues, including the heart, liver, spleen, and kidneys. Detailed results are provided in the supplementary file.
Differential gene expression statistical analysis
The selection of differentially expressed genes was primarily based on fold change values and q-values (padj values, adjusted P-values) as relevant indicators. Typically, differentially expressed genes with |log2 fold change| ≥ 1 and q < 0.05 were considered statistically significant. Brain transcriptome data from different infection routes were compared with the control group to identify differentially expressed genes. The total number of differentially expressed genes in each comparison group is shown in Table 1.
GO functional analysis of differentially expressed genes
GO enrichment analysis revealed that of the 30 enriched terms following intravenous infection, the primary activations were related to immune processes, including pathways like G-protein coupled receptor signaling and inflammatory response. This indicates strong immune activation at the cellular membrane level, as shown by the abundance of plasma membrane components (Fig. 5A). In contrast, GO analysis of intraperitoneal injection and intranasal infection showed only 26 enriched terms with a gene count greater than 2 for each, with no overlap with GO enrichment terms from intravenous infection. This suggests that without similar widespread gene expression changes following intraperitoneal and intranasal infections, the statistical power of the enrichment analysis is significantly reduced, resulting in enrichment with weaker biological and statistical significance, which were therefore excluded from the GO analysis.
Differential gene expression KEGG pathway analysis
KEGG pathway enrichment analysis of brain tissue following N. farcinica infection reveals significant activation of immune-related pathways (Fig. 5B). Notably, the “Cytokine-cytokine receptor interaction” and “Phagosome” pathways are highly enriched, indicating a robust immune response. Additional pathways, such as “Human cytomegalovirus infection,” “Epstein-Barr virus infection,” and “Tuberculosis,” suggest overlap with pathways involved in viral and bacterial infections. Moreover, immune signaling pathways, including “NOD-like receptor signaling” and “TNF signaling,” are significantly enriched, underscoring their role in the brain’s response to infection. No KEGG pathway enrichment was observed following intranasal infection, and only two pathways were enriched following intraperitoneal injection infection.
Verification of DEGs by qRT-PCR
Selected key genes from the “phagosome” and “NOD2” signaling pathways were assigned primers and subjected to qRT–PCR verification, assessing the concordance of their up- or downregulation trends with RNA-seq results. The qRT–PCR results aligned with the RNA-seq analysis, affirming the robustness of the RNA-seq data (Supplementary Fig. 4A, 4B).
Analysis of DEGs associated with nervous system disease
Transcriptomic analysis revealed that intravenous infection led to differential gene expression patterns associated with neurodegenerative conditions, including Parkinson’s and Alzheimer’s diseases. As shown in the figure, differentially expressed genes related to neurological disorders from RNA-seq analysis exhibited consistent up- or downregulation trends with qRT–PCR validation (Fig. 6). This confirmed the accuracy of the RNA-seq data, suggesting that N. farcinica infection via the intravenous route might induce neurological impairment and trigger neurodegenerative diseases. We analyzed differentially expressed genes related to neurodegenerative diseases and generated a heatmap (Fig. 7A). The heatmap highlighted the clustering of neurodegenerative disorders, such as Alzheimer’s and Parkinson’s diseases. Additionally, we conducted protein-protein interaction (PPI) analysis on differentially expressed genes associated with the nervous system and neurodegenerative diseases during N. farcinica infection (Fig. 7B). As shown in Fig. 7B, among the differentially expressed genes associated with neurological disorders and neurodegenerative diseases, IL1B, CSF1R, and SPI1 might play important roles in the progression of N. farcinica infection.
Discussion
Animal models that enable reproducible measurements of disease progression and pathology are essential for developing new therapies, vaccines, and diagnostic assays for nocardiosis. Using BALB/c mice, we measured empirical clinical signs of infection, such as weight loss and other metrics, to qualify and quantify pathological differences. Based on preliminary experiments, 1 × 107 CFU N. farcinica was selected for intravenous infection. This infection dose resulted in the death of some mice (approximately 2/10), accompanied by pronounced neurological symptoms, consistent with previous research [18]. As a positive control to simulate a similar mortality rate to intravenous infection, a dose of 1 × 108 CFU N. farcinica was used for intraperitoneal infection. Additionally, to compare the effects of intranasal infection with an equivalent dose to intravenous infection, 1 × 107 CFU was used for intranasal infection. The results showed that the N. farcinica inoculation route had a significant impact on the outcome in mice. Intravenous infection resulted in more pronounced clinical symptoms, inflammatory response, tissue lesions, higher mortality rate, and bacterial load compared to intranasal infection. After intranasal inoculation, mice exhibited increased body temperature and decreased body weight at 1 and 2 dpi. This infection route caused pronounced lung inflammation and significant pathological alterations, with relatively less damage to other organs. Although N. farcinica was not detected in the brain, minor pathological changes were observed. This discrepancy between histopathology and CFU count suggests that the clinical effect of infection is influenced more by the host immune response than by bacterial load alone [19]. Cytokine changes in serum showed that only IL-4 and IL-6 levels increased. It is speculated that the lower infection dose and lung-restricted infection in immunocompetent mice may hinder the development of disseminated infection and systemic symptoms. Consequently, no significant pathogenicity was observed in other organs [18]. This also suggests that IFN-γ and TNF-α were not significantly upregulated due to the mild inflammatory response.
Intravenous infection caused severe systemic infection with obvious clinical symptoms, including elevated body temperature, weight loss, and significant upregulation of cytokines (IL-4, IL-6, IL-10, TNF-α, IFN-γ). Extensive Nocardia spp. biofilm formation was observed on a central venous catheter in a cancer institution [20]. A case of catheter-related bloodstream infection caused by N. farcinica was also reported [21]. In this study, intravenous infection with N. farcinica invaded all organs, consistent with previous reports [22]. Some mice experienced elevated body temperature after infection, followed by a sudden drop accompanied by neurological symptoms, leading to death the next day. This suggests that the immune system struggles to combat N. farcinica infection, with bacterial replication outpacing the body’s clearance mechanisms. Since hypothermia is a significant sign of sepsis, it is speculated that the body progressed to sepsis at this point, leading to a drastic drop in rectal temperature and eventual death [23]. Additionally, it has been reported that intravenous inoculation of Nocardia asteroides in experimental animals leads to preferential invasion and proliferation in specific anatomical regions, particularly the brain [24]. In this study, N. farcinica invasion exhibited a similar pattern, with more severe neurological symptoms and higher bacterial loads in the brain observed in cases of intravenous infection compared to the other two infection routes. A notable observation was the increased bacterial burden in the kidneys. Histopathological examination of the kidney revealed worsening pathology from 1 to 7 dpi (Supplementary Fig. 1). A similar phenomenon was observed in mice infected with Serratia marcescens via intravenous injection [25]. This may result from the increased replication rate of N. farcinica in mice infected via the tail vein or the host’s inadequate immune clearance, leading to unchecked bacterial proliferation. The specific mechanisms underlying this phenomenon deserve further investigation. Although the inoculum dose was equivalent between the intranasal and tail vein infection routes, the number of N. farcinica that breach tissue and disseminate depends on the immune defense capability at each port of entry.
In this study, we found that the bacterial burden in the rectum was higher in intraperitoneal infection compared to the other two infection routes. Purulent secretion in the anus was observed, leading to defecation difficulty, and severe pathological changes in the tissue. To our knowledge, intestinal damage caused by Nocardia infection has not been previously reported. Ocular involvement by Nocardia spp. has been documented only in isolated cases and not confirmed by experimental research [26]. We found that N. farcinica could spread to the eye and multiply following both intravenous and intraperitoneal infection, manifesting clinical symptoms. Ji et al. reported that N. farcinica can quickly cross the blood-brain barrier and enter the brain parenchyma, causing CNS infection through intravenous injection, findings replicated in our study using intraperitoneal infection [18]. Similarly, our study replicated these findings using intraperitoneal infection, although it required a higher bacterial dose.
Transcriptome analysis revealed that only intravenous infection through the tail vein enriched multiple differentially expressed genes. Biological Process (BP) enrichment highlighted significant involvement of innate and adaptive immune responses, consistent with research on the brain’s complex immune regulatory mechanisms [27]. Cellular Component (CC) enrichment points to specific subcellular compartments and organelles involved in immune responses, while Molecular Function (MF) enrichment emphasizes the dynamic molecular interactions underlying immune regulation in the brain, consistent with immune cell activation [28, 29]. Furthermore, terms such as “cellular response to type II interferon” and “neutrophil chemotaxis” suggest the activation of immune signaling pathways and cell recruitment, consistent with their roles in neuroinflammation [30, 31].
KEGG pathway enrichment analysis highlighted the involvement of multiple immune response pathways, emphasizing the central role of immune cell communication and activation in response to N. farcinica infection [32]. Pathways such as “Tuberculosis,” “Graft − versus − host disease,” and “Type I diabetes mellitus” suggest a possible link between N. farcinica-induced neuroinflammation and broader systemic immune responses [33, 34]. Pathways such as the “NOD − like receptor signaling pathway” and “Antigen processing and presentation” imply the activation of innate immune mechanisms and antigen recognition within the brain [35]. Interestingly, the enrichment of pathways related to neutrophil functions may indicate the involvement of neutrophils in N. farcinica-induced neuroinflammatory processes [36]. These findings illustrate the complexity of the brain’s immune microenvironment and its potential impact on neurological and systemic health following intravenous N. farcinica infection.
Among the 187 DEGs identified from transcriptomic analysis, 31 genes associated with neurological disorders were selected for constructing heatmaps and protein-protein interaction networks. PPI analysis and heatmap visualization suggest that N. farcinica infection in mice can induce neurodegenerative disorders. Their central positions within the PPI network highlight their potential significance as key regulators in the complex interplay of factors driving N. farcinica-induced neurological diseases. The involvement of these genes in neurodegenerative disorders has also been documented [37,38,39]. Elucidating the in-depth pathogenic mechanisms will be the focus of our future research.
Conclusion
This study highlights the significant impact of infection routes on the pathogenicity of N. farcinica in BALB/c mice. Of the tested routes, intravenous infection was the most severe, as reflected in the extent of infection, tissue colonization, and inflammation within the host. This study provides a theoretical foundation for understanding the pathogenicity of N. farcinica across different infection routes and offers critical insights for developing targeted clinical interventions and improving nocardiosis management.
Data availability
Data is provided within the manuscript or supplementary information files.
References
Roussel X, Daguindau E, Berceanu A, Desbrosses Y, Saas P, Ferrand C, et al. Altered thymic CD4 + T-cell recovery after allogeneic hematopoietic stem cell transplantation is critical for nocardiosis. Curr Res Transl Med. 2019;67:135–43.
Hashemzadeh M, Dezfuli AAZ, Khosravi AD, Savari M, Jahangirimehr F. Genotypic and phenotypic prevalence of Nocardia species in Iran: first systematic review and meta-analysis of data accumulated over years 1992–2021. PLoS ONE. 2021;16:e0254840.
Nakamura I, Nagakura T, Fujita H, Fukusima S, Gonoi T. Nocardia elegans infection: a case report and literature review. Int J Infect Dis. 2017;54:15–7.
Inamadar AC, Palit A. Primary cutaneous nocardiosis: a case study and review. Indian J Dermatol Venereol Leprol. 2003;69:386–91.
Huang L, Chen X, Xu H, Sun L, Li C, Guo W, et al. Clinical features, identification, antimicrobial resistance patterns of Nocardia species in China: 2009–2017. Diagn Microbiol Infect Dis. 2019;94:165–72.
Peleg AV, Husain S, Qureshi ZA, Silveira FP, Sarumi M, Shutt KA, et al. Risk factors, clinical characteristics, and outcome of Nocardia infection in organ transplant recipients: a matched case-control study. Clin Infect Dis. 2007;44:1307–14.
Restrepo A, Clark NM. Nocardia infections in solid organ transplantation: guidelines from the infectious diseases Community of Practice of the American Society of Transplantation. Clin Transpl. 2019;33:e13509.
Williams E, Jenney AW, Spelman DW. Nocardia bacteremia: a single-center retrospective review and a systematic review of the literature. Int J Infect Dis. 2020;92:197–207.
Spoleti MJ, Vidal ME, Ruiz F. Intra-abdominal infections in pediatrics. Int J Infect Dis. 2018;73:328–9.
Li SY, Yu KW, Yang WC, Chen TW, Lin CC. Nocardia peritonitis - a case report and literature review. Perit Dial Int. 2008;28:544–7.
Corti ME, Villafañe Fioti MF. Nocardiosis: a review. Int J Infect Dis. 2003;7:243–50.
Bromage ES, Owens L. Infection of barramundi lates calcarifer with Streptococcus iniae: effects of different routes of exposure. Dis Aquat Organ. 2002;52:199–205.
Nair N, Guedes MS, Werts C, Gomes-Solecki M. The route of infection with leptospira interrogans serovar copenhageni affects the kinetics of bacterial dissemination and kidney colonization. PLoS Negl Trop Dis. 2020;14:1–13.
Nelson M, Burton N, Nunez A, Butcher W, Ngugi S, Atkins TP. Efficacy of co-trimoxazole against experimental melioidosis acquired by different routes of infection. Antimicrob Agents Chemother. 2022;66:e00708–22.
Joshua S, Babu R, Warrier A, Panikar D. Nocardia araoensis causing brain abscess. Asian J Neurosurg. 2019;14:952–6.
Ogata SA, Beaman BL. Adherence of Nocardia asteroides within the murine brain. Infect Immun. 1992;60:1800–5.
Kohbata S, Beaman BL. L-Dopa-responsive movement disorder caused by Nocardia asteroides localized in the brains of mice. Infect Immun. 1991;59:181–91.
Ji X, Han L, Zhang W, Sun L, Xu S, Qiu X, et al. Molecular, cellular and neurological consequences of infection by the neglected human pathogen Nocardia. BMC Biol. 2022;20:1–17.
Dormans J, Burger M, Aguilar D, Hernandez-Pando R, Kremer K, Roholl P, et al. Correlation of virulence, lung pathology, bacterial load and delayed type hypersensitivity responses after infection with different Mycobacterium tuberculosis genotypes in a BALB/c mouse model. Clin Exp Immunol. 2004;137:460–8.
Wenger PN. Nocardia farcinica sternotomy site infections in patients following open heart surgery. J Infect Dis. 1998;178:1539–43.
Heo ST, Ko KS, Kwon KT, Ryu SY, Bae IG, Oh WS, et al. The first case of catheter-related bloodstream infection caused by Nocardia farcinica. J Korean Med Sci. 2010;25:1665–8.
Torres OH, Domingo P, Pericas R, Boiron P, Montiel JA, Vázquez G. Infection caused by Nocardia farcinica: Case report and review. Eur J Clin Microbiol Infect Dis. 2000;19:205–12.
Tian H, Zhang M, Du C, Li D, Zhou Q, Wu L, et al. Effects of rhubarb combined with ulinastatin on T-cell subsets in sepsis rats. Int J Clin Exp Med. 2015;8:1234–40.
Beaman BL, Boiron P, Beaman L, Brownell GH, Schaal K, Gombert ME. Nocardia and nocardiosis. Med Mycol. 1992;30:317–31.
Anderson MT, Brown AN, Pirani A, Smith SN, Photenhauer AL, Sun Y, et al. Replication dynamics for six gram-negative bacterial species during bloodstream infection. MBio. 2021;12:e01114–21.
Garg P. Fungal, mycobacterial, and Nocardia infections and the eye: an update. Eye. 2012;26:245–51.
Weiss F, Labrador-Garrido A, Dzamko N, Halliday G. Immune responses in the Parkinson’s disease brain. Neurobiol Dis. 2022;168:e105700.
Woodard GE, Jardín I, Berna-Erro A, Salido GM, Rosado JA. Regulators of G-Protein-signaling proteins: negative modulators of G-Protein-coupled receptor signaling. Int Rev Cell Mol Biol. 2015;317:97–183.
Mino T, Takeuchi O. Post-transcriptional regulation of immune responses by RNA binding proteins. Proc Japan Acad Ser B Phys Biol Sci. 2018;94:248–58.
Hume DA, Schroder K, Hertzog PJ, Ravasi T. Interferon-gamma: an overview of signals, mechanisms and functions. J Leukoc Biol. 2004;75:163–89.
Stephenson J, Nutma E, van der Valk P, Amor S. Inflammation in CNS neurodegenerative diseases. Immunology. 2018;154:204–19.
Li WC, Bai DL, Xu Y, Chen H, Ma R, Hou WB, et al. Identification of differentially expressed genes in synovial tissue of rheumatoid arthritis and osteoarthritis in patients. J Cell Biochem. 2019;120:4533–44.
Mayer-Barber KD, Barber DL. Innate and adaptive Cellular Immune responses to Mycobacterium tuberculosis infection. Cold Spring Harb Perspect Med. 2015;5:a018424.
Bluestone JA, Buckner JH, Herold KC, Immunotherapy. Building a bridge to a cure for type 1 diabetes. Sci (80-). 2021;373:510–6.
Wagner CS, Cresswell P. TLR and nucleotide-binding oligomerization domain-like receptor signals differentially regulate exogenous Antigen Presentation. J Immunol. 2012;188:686–93.
Chou M-L, Babamale AO, Walker TL, Cognasse F, Blum D, Burnouf T. Blood–brain crosstalk: the roles of neutrophils, platelets, and neutrophil extracellular traps in neuropathologies. Trends Neurosci. 2023;46:764–79.
Corces MR, Shcherbina A, Kundu S, Gloudemans MJ, Frésard L, Granja JM, et al. Single-cell epigenomic analyses implicate candidate causal variants at inherited risk loci for Alzheimer’s and Parkinson’s diseases. Nat Genet. 2020;52:1158–68.
Spangenberg E, Severson PL, Hohsfield LA, Crapser J, Zhang J, Burton EA, et al. Sustained microglial depletion with CSF1R inhibitor impairs parenchymal plaque development in an Alzheimer’s disease model. Nat Commun. 2019;10:e3758.
Mackenzie IRA. Anti-inflammatory drugs and Alzheimer-type pathology in aging. Neurology. 2000;54:732–4.
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This work is supported by National Natural Science Foundation of China (L2124006) and the National Key Research and Development Plan of China (NO.2021YFC2301001).
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Study concept and design: J. S., L. H., and Z. L. Acquisition of data: J. S., L. H., and Y. J. Analysis and interpretation of data: J. S. and S. X. Drafting of the manuscript: J. S., X. L., and F. L. Critical revision of the manuscript for important intellectual content: X. Q. and Z. L.
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Animal experiments conducted in this study were approved by the Ethics Review Committee of the National Institute for Communicable Disease Control and Prevention in the Chinese Center for Disease Control and Prevention, with approval number 2022-042. The study was conducted in compliance with the ARRIVE guidelines and the National Institutes of Health guide for the care and use of Laboratory animals.
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Shen, J., Han, L., Yao, J. et al. Infection route influence the consequences of Nocardia farcinica infection in BALB/c mice. BMC Infect Dis 24, 1016 (2024). https://doi.org/10.1186/s12879-024-09877-x
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DOI: https://doi.org/10.1186/s12879-024-09877-x