Douglas F. Lake's research while affiliated with Arizona State University and other places

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Publications (140)


Figure 1. Venn diagram of the thirty-three overlapping seroreactive proteins from the laboratoryinfected and seropositive naturally infected dogs. The thirty-three overlapping proteins and their protein identifiers are listed in the table to the right of the diagram.
Discovery of a Unique Set of Dog-Seroreactive Coccidioides Proteins Using Nucleic Acid Programmable Protein Array
  • Article
  • Full-text available

April 2024

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21 Reads

Journal of Fungi

Megan A. Koehler

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Francisca J. Grill

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Valley Fever (VF), caused by fungi in the genus Coccidioides, is a prevalent disease in southwestern and western parts of the United States that affects both humans and animals, such as dogs. Although the immune responses to infection with Coccidioides spp. are not fully characterized, antibody-detection assays are used in conjunction with clinical presentation and radiologic findings to aid in the diagnosis of VF. These assays often use Complement Fixation (CF) and Tube Precipitin (TP) antigens as the main targets of IgG and IgM reactivity, respectively. Our group previously reported evidence of over 800 genes expressed at the protein level in C. posadasii. However, antibody reactivity to the majority of these proteins has never been explored. Using a new, high-throughput screening technology, the Nucleic Acid Programmable Protein Array (NAPPA), we screened serum specimens from dogs against 708 of these previously identified proteins for IgG reactivity. Serum from three separate groups of dogs was analyzed and revealed a small panel of proteins to be further characterized for immuno-reactivity. In addition to CF/CTS1 antigen, sera from most infected dogs showed antibody reactivity to endo-1,3-betaglucanase, peroxisomal matrix protein, and another novel reactive protein, CPSG_05795. These antigens may provide additional targets to aid in antibody-based diagnostics.

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Figure 1-Schematic of chitinase 1 (CTS1) antibody lateral flow assay (LFA) and sōna antibody LFA. A-In the CTS1 LFA, serum is added to the sample port followed by chase buffer. The test is allowed to incubate for 10 minutes and is subsequently read using an iDetekt LFA reader. A red test line indicates a positive result, which is measured using the LFA reader. B-For the sōna LFA, 100 µL of a 1:441 dilution of serum is transferred to a flat-bottom tube or well. A sōna strip is inserted and interpreted visually after 30 minutes, with a red test line indicative of a positive result. This schematic was modeled from the manufacturer's instructions and created using Biorender.com. C-Examples of each test are shown for 4 dogs with the result for each LFA designated as a "+" or "−" above the test strip; the CTS1 LFA density unit results are also shown above the cassette. For the CTS1 LFA, a test line density unit value < 30,000 is negative, while a value ≥ 30,000 is positive. Dog 57 was serologically negative by immunodiffusion (ID) and enzyme immunoassay and produced a negative result in the sōna (left) and CTS1 (right) LFA (test line density unit value, 12,590). Dog 56 was serologically positive by ID, with an antibody titer of 1:8 to 1:16 and positive on both the sōna and CTS1 LFAs (test line density unit value, 404,386). Dogs 71 and 72 were both serologically positive by ID with antibody titers ≥ 1:128 and were positive by both LFAs.
Figure 2-A-Relationship of density units measured by the chitinase 1 (CTS1) lateral flow assay (LFA) to in-house immunodiffusion (ID) antibody titers for 58 dog sera. All 58 dogs with a positive antibody titer by ID and their corresponding density unit values on the CTS1 LFA are graphed by antibody titer group. B-The horizontal line in each titer group represents the mean density unit value. Simple linear regression analysis and Spearman rank correlation (r s ) are illustrated. The dotted lines represent the 95% CIs for the slope of the regression line.
Two lateral flow assays for detection of anti-coccidioidal antibodies show similar performance to immunodiffusion in dogs with coccidioidomycosis

March 2024

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19 Reads

American Journal of Veterinary Research

OBJECTIVE To compare 2 point-of-care lateral flow assays (LFAs) with immunodiffusion (ID) IgG results for anti-coccidioidal antibody detection in dogs with coccidioidomycosis. A further aim was to compare the quantifiable output of 1 of the LFAs to ID antibody titers. SAMPLE Serum banked from 73 client-owned dogs diagnosed with pulmonary or disseminated coccidioidomycosis. METHODS ID was used to determine antibody presence and titer against a coccidioidal antigen preparation. All sera were subsequently tested on an LFA based on recombinant chitinase 1 (CTS1) and the commercially available sōna LFA. LFA results were analyzed and compared to ID IgG results and clinical diagnosis. RESULTS All assays showed similar sensitivities in detecting anti-coccidioidal antibodies (83.6% to 89.0%). When compared with ID IgG, the CTS1 LFA had a positive percent agreement of 100%, while the sōna LFA had a positive percent agreement of 91.4%. Since the CTS1 LFA is semiquantitative, we were able to compare test line densities with ID titers and found a strong correlation between the 2 assays (Spearman ρ = 0.82). CLINICAL RELEVANCE This is the first side-by-side evaluation of a commercially available LFA (sōna) and a newer more rapid anti-CTS1 antibody LFA using serum from dogs with coccidioidomycosis. Both LFAs tested have similar sensitivity to ID IgG results. The CTS1 LFA can be read after 10 minutes and is semiquantitative, while the sōna LFA is read after 30 minutes, and the results are subject to interpretation. Accurate and fast detection of anti-coccidioidal antibodies allows clinicians to initiate appropriate treatment without diagnostic delay.



Figure 4
Coccidioides posadasii and SARS-CoV-2 Co-infection in the K18-hACE2 Transgenic Mouse Model

September 2023

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43 Reads

Early reports showed that patients with COVID-19 who had a previous diagnosis of Coccidioidomycosis (Valley fever, VF) who had cleared VF months and years prior had re-emergence of VF after COVID-19. However, total numbers of annual cases reported to CDC did not appear to rise dramatically. We therefore investigated serial infection of Coccidioides posadasii (C.p.) and variants of SARS-CoV2 in an K18-hACE2 transgenic mouse to assess the impact on disease outcomes. We intranasally challenged mice sequentially with sub-lethal doses of 100 plaque forming units (PFUs) per mouse of SARS-CoV-2 (variants WA-1, Delta, Omicron BA1) and 24 hours later with 100 arthroconidia per mouse of a low virulence Coccidioides posadasii strain 1038 and vice versa. Lungs, brain, and spleen were extracted and cultured to assess fungal burden and half of the lung was saved for histopathology. To assess pathogenesis, we repeated experiment but sacrificed a subset of mice on days 1, 3, 5, and 6 post-infections in order to assess viral/fungal burden in the lungs. Serum was collected at each time point to measure differences in systemic cytokine/chemokine responses. Experiments were conducted under IACUC protocol # 21-025 at Northern Arizona University. We examined differences in disease outcome between the co-infected groups and groups that only received a primary infection. Co-infected groups had a more severe disease progression as well as decreased survival. Interestingly, results differed depending on SARS-CoV-2 variant (WA-1, Delta, Omicron), infection timing (CoV2 first, C.p. second or vice versa). The groups that were infected with the virus first had decreased survival, increased morbidity (significant weight loss), and increased fungal and viral burdens. There were also differences in immune responses and number/size of spherules, the virus first groups had an increase in circulating pro-inflammatory cytokines and larger more abundant spherules. This is the first in vivo investigation of a co-infection of SARS-CoV-2 and Coccidioides to date. Because of the increased severity of disease, we contemplate the serious implications to the populations that live in areas of high fungal burden and how the SARS-CoV-2 virus can complicate disease progression.


(A) Schematic of anti-CTS1 antibody LFA. Patient serum or plasma is added to the sample pad and chased with buffer to promote lateral flow. If anti-CTS1 antibodies are present, a mixture of antibody complexes to CTS1 and CTS1 coupled to gold nanoparticles (GNP) will be formed, creating a visible test line. If no anti-CTS1 antibodies are present, no complexes will be formed, and no test line will be observed. (B) Examples of LFA results for four patients. The red control line adjacent to the “C” on the cassette indicates the test ran properly, while the presence or absence of a red line adjacent to the “T” on the cassette is used to measure the level of anti-CTS1 antibodies in the sample tested. (1) represents a patient with a negative result with test line density units of 17,470; (2) represents patient serum with a test line density of 93,266 and CF titer of 1:2; (3) represents patient serum with a test line density of 371,565 and CF titer of 1:32; and (4) represents patient serum with a test line density of 5,56,583 and CF titer of 1:256. CF titers are those reported by the reference laboratory (Mayo Clinic Laboratories).
Prevalence of anti-CTS1 antibodies in human sera. The group on the left of the graph includes patients who were positive by CF and/or ID: samples that were positive by both CF and ID are represented by black circles; samples positive by CF but negative by ID (IgG and/or IgM) are shown as grey squares; and samples negative by CF but positive by ID (IgG and/or IgM) are shown as blue diamonds. The group in the middle of the graph includes patients who were negative by CF and ID: samples that were positive by EIA IgG are shown as green triangles and samples negative by EIA are shown as black inverted triangles. The group on the right of the graph shows patients with positive serology to other endemic mycoses represented with an X encompassed in a circle. Three patients tested were Coccidioides culture positive and are denoted as yellow squares with a black center. A legend with all symbols and their meaning is included in the upper right portion of the graph. The cutoff for positivity is designated on the graph as a dotted line.
(A) Density units for 143 human serum samples tested by CTS1 LFA. The group on the left of the graph includes patients who were positive by CF and/or ID: samples that were positive by both CF and ID are represented by black circles; samples positive by CF but negative by ID (IgG and/or IgM) are shown as grey squares; and samples negative by CF but positive by ID (IgG and/or IgM) are shown as blue diamonds. The group in the middle of the graph includes patients who were negative by CF and ID: samples that were positive by EIA IgG are shown as green triangles and samples negative by EIA are shown as black inverted triangles. The group on the right of the graph shows patients with positive serology to other endemic mycoses represented with an X encompassed in a circle. Three patients tested were Coccidioides culture positive and are denoted as yellow squares with a black center. A cutoff for positivity at 46,000 density units is shown as a blue dashed line. (B) Density units for 50 canine serum samples tested, separated by ID results for endemic samples, and nonendemic samples on the right of the graph. (C) Density units for 33 macaque plasma samples tested, separated by ID results. (D) Density units for 15 dolphin serum samples tested, separated by ID results. Purple squares represent longitudinal samples from the same dolphin collected over 5 years. Dolphins with other mycoses are designated with an X encompassed in a circle. Statistical analysis was performed using Wilcoxon rank sum test with Bonferroni correction (*P ≤ 0.01 and **P < 0.001).
Observed relationship between antibody titer by CF or ID and LFA density units in (A) human, (B) canine, (C) macaque, and (D) dolphin samples. For each titer group, a line represents mean density units. Gray squares in (A) represent samples that were positive by CF but negative by ID.
Visual comparison of sōna Coccidioides Ab LFA and CTS1 Ab LFA. (A) Positive (+) and negative (−) test results using controls included in the sōna Coccidioides Ab LFA kit. (B) Positive (+) and negative (−) test results using VF-positive and VF-negative patient serum, respectively, in the CTS1 Ab LFA. For each test in (A) and (B), control lines are denoted with a “C” and test lines are denoted with a ”T”. (C) Examples of different results produced by the sōna LFA and CTS1 LFA for four patients. Sample H2410 is a nonendemic sample recorded to have positive Histoplasma and negative Coccidioides serology. H2410 produced a positive result by the sōna LFA and a negative result by the CTS1 LFA (14,718 density units). Samples S842 (CF titer of 1:8) and S907 (CF titer of 1:32) both produced a negative result by the sōna LFA and a positive result by the CTS1 LFA (165,119 and 371,565 density units, respectively). Sample S932 (CF titer of 1:128) produced a positive result by both assays, with a darker line shown by the CTS1 LFA (301,489 density units). Sample S1090 (CF titer negative, Coccidioides culture-positive) produced a positive result by the sōna LFA and a negative result by the CTS1 LFA (11,693 density units). Density units for the CTS1 LFA are shown above each test. Diagnostic results by Coccidioides ID and CF are shown below each test.
Development of a rapid lateral flow assay for detection of anti-coccidioidal antibodies

September 2023

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103 Reads

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3 Citations

Journal of Clinical Microbiology

Journal of Clinical Microbiology

Coccidioides spp. are dimorphic fungi that are capable of infecting human and non-human mammals and can cause diverse manifestations of coccidioidomycosis or Valley fever (VF). In combination with clinical symptoms and radiographic findings, antibody-based diagnostic tests are often used to diagnose and monitor patients with VF. Chitinase 1 (CTS1) has previously been identified as the seroreactive antigen used in these diagnostic assays to detect anticoccidial IgG. Here, an indirect enzyme-linked immunosorbent assay to detect IgG to CTS1 demonstrated 165 of 178 (92.7%) patients with a positive result by immunodiffusion (ID) and/or complement fixation (CF) had antibodies to the single antigen CTS1. We then developed a rapid antibody lateral flow assay (LFA) to detect anti-CTS1 antibodies. Out of 143 samples tested, the LFA showed 92.9% positive percent agreement [95% confidence interval (CI), 84.3%-96.9%] and 97.7% negative percent agreement (95% CI, 87.9%-99.6%) with ID and CF assays. Serum or plasma from canines, macaques, and dolphins was also tested by the CTS1 LFA. Test line densities of the CTS1 LFA correlated in a linear manner with the reported CF and ID titers for human and non-human samples, respectively. This 10-min point-of-care test for the rapid detection of anti-coccidioidal antibodies could help to inform healthcare providers in real-time, potentially improving the efficiency of healthcare delivery.


Comparative proteomic analysis of tail regeneration in the green anole lizard, Anolis carolinensis

August 2023

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75 Reads

As amniote vertebrates, lizards are the most closely related organisms to humans capable of appendage regeneration. Lizards can autotomize, or release their tails as a means of predator evasion, and subsequently regenerate a functional replacement. Green anoles ( Anolis carolinensis ) can regenerate their tails through a process that involves differential expression of hundreds of genes, which has previously been analyzed by transcriptomic and microRNA analysis. To investigate protein expression in regenerating tissue, we performed a whole proteomic analysis of regenerating tail tip and base. This is the first proteomic data set available for any anole lizard. We identified a total of 2646 proteins—976 proteins only in the regenerating tail base, 796 only in the tail tip, and 874 in both tip and base. For over 90% of these proteins in these tissues, we were able to assign a clear orthology to gene models in either the Ensembl or NCBI databases. For 13 proteins in the tail base, 9 proteins in the tail tip, and 10 proteins in both regions, the gene model in Ensembl and NCBI matched an uncharacterized protein, confirming that these predictions are present in the proteome. Ontology and pathways analysis of proteins expressed in the regenerating tail base identified categories, including actin filament‐based process, ncRNA metabolism, regulation of phosphatase activity, small GTPase‐mediated signal transduction, and cellular component organization or biogenesis. Analysis of proteins expressed in the tail tip identified categories, including regulation of organelle organization, regulation of protein localization, ubiquitin‐dependent protein catabolism, small GTPase‐mediated signal transduction, morphogenesis of epithelium, and regulation of biological quality. These proteomic findings confirm pathways and gene families activated in tail regeneration in the green anole as well as identify uncharacterized proteins whose role in regrowth remains to be revealed. This study demonstrates the insights that are possible from the integration of proteomic and transcriptomic data in tail regrowth in the green anole, with potentially broader application to studies in other regenerative models. KEY POINTS This research is highly interdisciplinary, combining our previous analyses with these most recent findings: Appendage regeneration is a conserved trait among vertebrates and has been characterized in animals ranging from teleost fish (zebrafish), urodele amphibians (axolotl), anuran amphibians ( Xenopus frog), squamate reptiles (various species of lizards), and even crocodilians (American alligator). Comparative genomic and proteomic analysis of this process allows us to identify the genetic pathways and cellular processes under evolutionary selection for this regrowth capacity. Activating these conserved genetic pathways and cellular processes will be critical to developing regenerative medical therapies in humans. The identification of proteins expressed in regeneration extends analyses based only on predicted proteins from transcriptomic analysis, and permits integration with protein‐expression studies of regrowing nervous and musculoskeletal structures.


SETD2 loss in renal epithelial cells drives epithelial-to-mesenchymal transition in a TGF-β-independent manner

July 2023

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14 Reads

Histone-lysine N-methyltransferase SETD2 (SETD2), the sole histone methyltransferase that catalyzes trimethylation of lysine 36 on histone H3 (H3K36me3), is often mutated in clear cell renal cell carcinoma (ccRCC). SETD2 mutation and/or loss of H3K36me3 is linked to metastasis and poor outcome in ccRCC patients. Epithelial-to-mesenchymal transition (EMT) is a major pathway that drives invasion and metastasis in various cancer types. Here, using novel kidney epithelial cell lines isogenic for SETD2, we discovered that SETD2 inactivation drives EMT and promotes migration, invasion and stemness in a transforming growth factor beta (TGF-β)-independent manner. This newly identified EMT program is triggered in part through secreted factors, including cytokines and growth factors, and through transcriptional reprogramming. RNA-seq and assay for transposase-accessible chromatin sequencing (ATAC-seq) uncovered key transcription factors upregulated upon SETD2 loss, including SOX2, POU2F2 (OCT2) and PRRX1, that could individually drive EMT and stemness phenotypes in SETD2 wild-type cells. Public expression data from SETD2 wild-type/mutant ccRCC support the EMT transcriptional signatures derived from cell line models. In summary, our studies reveal that SETD2 is a key regulator of EMT phenotypes through cell-intrinsic and cell-extrinsic mechanisms that help explain the association between SETD2 loss and ccRCC metastasis.


Generation and characterization of a monoclonal antibody that binds to Galectin-1

May 2023

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2 Reads

Protein Expression and Purification

Galectin-1 is a β-galactoside-binding lectin that has been implicated as a suppressive molecule in cancer and autoimmune diseases. Gal-1 has known immunomodulatory activity and was found to be expressed on regulatory T cells, leading to the potential for targeted immunotherapies. Anti-Gal-1 monoclonal antibodies were generated in this study using classical hybridoma techniques. MAb 6F3 was found to bind to Gal-1 by Western blot and ELISA. Flow cytometry was used to determine cell surface and intracellular binding of mAb 6F3 to Gal-1 in PBMC-derived Tregs and tumor cells, including Treg-like cell lines. These results suggest mAb 6F3 may be used to further study Gal-1 protein expression and function.


Figure 1. There is a gradient of total cytokine concentrations in the BALF of Coccidioides-inoculated mice. A total of 26 cytokines are shown for individual mice inoculated with C. immitis strain RS (blue) and C. posadasii strain Silveira (Sil; red), or sham-inoculated with PBS (gray). Mice with disseminated disease are indicated with an asterisk (fungal counts in the spleen and brain are provided in Supplementary Table S2). Immune markers are color-coded by type, and should be read from left to right in the bar graph in order to match them with their labels in the legend, listed from top to bottom. Cytokine production was dominated by pro-inflammatory cytokines (blue) and chemokines (purple), while anti-inflammatory (yellow) and multifaceted (green) cytokines were produced at low levels.
Figure 2. Differences in total cytokine production are the dominant source of variance driving separation of the mice in a Valley fever infection model. A principal component analysis (PCA) score plot of 16 mice inoculated with C. immitis RS (blue circles, n = 6), C. posadasii Silveira (red circles, n = 6) or PBS (white triangles, n = 4) as observations, using 26 cytokines as variables shows that total cytokine abundance separates the mice on PC1, representing the majority of the total variance. The color gradient in the observation markers indicates total cytokine abundance, with the darkest colors indicating the highest abundance; mice with disseminated disease are indicated with an asterisk (*). Differences in the cytokine profiles between RS and Sil, represented on PC2, are small in comparison.
Figure 3. A subset of the volatilome is correlated to the cytokines in BALF. Kendall correlations were calculated between the VOCs and the cytokines in BALF of 12 Cocci-inoculated and 4 PBS-inoculated mice. This Kendall correlation plot represents the 36 volatile organic compounds (VOCs) (columns) that are significantly correlated with at least one of the 26 cytokines (rows). Circles indicate statistically significant correlations (p < 0.05), with positive correlations in blue ( > 0.3), negative correlations in red ( <−0.3), and darker colors and larger sizes indicating a stronger correlation. The volatiles are ordered by mean correlation from most positive (left) to most negative (right). Additional information about the VOCs, including putative identities, is provided in Supplementary Table S3.
Named volatiles detected in the BALF of Coccidioides-infected mice and previous reports in other fungal taxa.
Volatile Metabolites in Lavage Fluid Are Correlated with Cytokine Production in a Valley Fever Murine Model

January 2023

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72 Reads

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2 Citations

Journal of Fungi

Coccidioides immitis and Coccidioides posadasii are soil-dwelling fungi of arid regions in North and South America that are responsible for Valley fever (coccidioidomycosis). Forty percent of patients with Valley fever exhibit symptoms ranging from mild, self-limiting respiratory infections to severe, life-threatening pneumonia that requires treatment. Misdiagnosis as bacterial pneumonia commonly occurs in symptomatic Valley fever cases, resulting in inappropriate treatment with antibiotics, increased medical costs, and delay in diagnosis. In this proof-of-concept study, we explored the feasibility of developing breath-based diagnostics for Valley fever using a murine lung infection model. To investigate potential volatile biomarkers of Valley fever that arise from host–pathogen interactions, we infected C57BL/6J mice with C. immitis RS (n = 6), C. posadasii Silveira (n = 6), or phosphate-buffered saline (n = 4) via intranasal inoculation. We measured fungal dissemination and collected bronchoalveolar lavage fluid (BALF) for cytokine profiling and for untargeted volatile metabolomics via solid-phase microextraction (SPME) and two-dimensional gas chromatography coupled with time-of-flight mass spectrometry (GC×GC-TOFMS). We identified 36 volatile organic compounds (VOCs) that were significantly correlated (p < 0.05) with cytokine abundance. These 36 VOCs clustered mice by their cytokine production and were also able to separate mice with moderate-to-high cytokine production by infection strain. The data presented here show that Coccidioides and/or the host produce volatile metabolites that may yield biomarkers for a Valley fever breath test that can detect coccidioidal infection and provide clinically relevant information on primary pulmonary disease severity.


Figure 1. Abundances of 26 cytokines in individual mice inoculated with C. immitis strain RS 125 (blue) and C. posadasii strain Silveira (Sil; red), or sham-inoculated with PBS (gray). Mice with 126 disseminated disease are indicated with an asterisk (*). Immune markers are color-coded by type. 127
Figure 3. Kendall correlation plot of the 36 volatile organic compounds (VOCs) (columns), that 184 are significantly correlated with at least one of the 26 cytokines (rows), produced by the 12 185
Figure 4. Principal component analysis score plot (A) and loading plot (B) using 36 immune-202 correlated volatile organic compounds (VOCs) as features, and mice inoculated with C. immitis 203 RS (blue circles), C. posadasii Silveira (red circles) or PBS (white triangles) as observations. 204 The color gradient, darker to lighter, indicates total cytokine abundance, higher to lower; 205 disseminated disease is indicated with an asterisk (*). 206 207 HCA using the 36 immune-correlated VOCs as variables recapitulates key features of the 208
Figure 5. Hierarchical clustering analysis (HCA) of 12 Cocci-inoculated and 4 PBS mice (rows) 219 based on the relative abundance of 36 immune-correlated volatile organic compounds (VOCs) 220 (columns). Clustering of mice and VOCs uses Pearson correlations with average linkage. Mice 221 are color-coded by species (blue = C. immitis RS; red = C. posadasii Sil) and a color gradient 222 indicating total cytokine abundance, with darker color meaning higher abundance; disseminated 223 disease is indicated with an asterisk (*). Kendall correlation between volatiles and cytokines is 224 noted above the dendrogram, with τ > 0.3 for positive correlations and τ < -0.3 for negative. 225
Named volatiles detected in the BALF of Coccidioides-infected mice and their previous 163 reports in other fungal taxa. 164
Volatile metabolites in lavage fluid are correlated to Valley fever disease severity in murine model lung infections

October 2022

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51 Reads

Coccidioides immitis and Coccidioides posadasii are soil-dwelling fungi of arid regions in North and South America that are responsible for Valley fever (coccidioidomycosis). Forty percent of patients with Valley fever exhibit symptoms ranging from mild, self-limiting respiratory infections, to severe, life-threatening pneumonia that requires treatment. Misdiagnosis as bacterial pneumonia commonly occurs in symptomatic Valley fever cases, resulting in inappropriate treatment with antibiotics, increased medical costs, and delay in diagnosis. In this study, we explored the feasibility of developing breath-based diagnostics for Valley fever using a murine lung infection model. To investigate potential volatile biomarkers of Valley fever that arise from host-pathogen interactions, we infected C57BL/6J mice with C. immitis RS and C. posadasii Silveira via intranasal inoculation. We measured fungal dissemination and collected bronchoalveolar lavage fluid (BALF) for cytokine profiling and for untargeted volatile metabolomics via solid phase microextraction (SPME) and two-dimensional gas chromatography coupled to time-of-flight mass spectrometry (GC×GC-TOFMS). We identified 36 volatile organic compounds (VOCs) that were significantly correlated to cytokine abundances and clustered mice by disease severity. These 36 VOCs were also able to separate mice with a moderate to high disease severity by infection strain. The data presented here show that Coccidioides and/or the host produce volatile metabolites that may yield biomarkers for a Valley fever breath test that can detect Coccidioidal infection and provide clinically relevant information on disease severity. IMPORTANCE Coccidioidomycosis, or Valley fever, is a fungal disease endemic to the North and South American arid regions. Forty percent of individuals infected with Valley fever will exhibit symptoms consistent with community-acquired pneumonia. However, misdiagnosis frequently occurs in these cases, resulting in inappropriate treatment with antibiotics, increased medical costs, and delay in receiving an accurate diagnosis. Herein, we used a murine lung infection model as a step towards developing a breath-based diagnostic for Valley fever. We infected C57BL/6J mice with C. immitis RS and C. posadasii Silveira and collected bronchoalveolar lavage fluid for untargeted volatile metabolomics. We observed that volatile metabolites in the bronchoalveolar lavage fluid of Cocci-inoculated mice were significantly correlated to disease severity, as measured by immune response. The data presented here show that Coccidioides and/or the host produce volatile metabolites that may yield biomarkers for a Valley fever breath test.


Citations (49)


... The other LFA was recently developed by some of the authors of this paper (FJG, TEG, and DFL) that detects antibodies against coccidioidal CTS1 in 10 minutes. 26 The accumulation of antibody-CTS1 antigen complexes at the test line is measured by an LFA reader that provides an objective numerical result that was previously shown to positively correlate with complement fixation antibody titers in humans. 26 To further explore the utility of LFAs, here we evaluated the performance of both the sōna and CTS1 LFAs in comparison to ID IgG results in 73 dogs with coccidioidomycosis. ...

Reference:

Two lateral flow assays for detection of anti-coccidioidal antibodies show similar performance to immunodiffusion in dogs with coccidioidomycosis
Development of a rapid lateral flow assay for detection of anti-coccidioidal antibodies
Journal of Clinical Microbiology

Journal of Clinical Microbiology

... Another paper also compared the cytokine response in BALF from mice infected with C. immitis RS or C. posadasii Silveira [45]. The two fungal strains studied elicited different cytokine profiles 10 days after infection, although there was a good deal of variation within each group. ...

Volatile Metabolites in Lavage Fluid Are Correlated with Cytokine Production in a Valley Fever Murine Model

Journal of Fungi

... Plates were blocked with 1% bovine serum albumin (BSA) for 1 hour. Human sera were diluted 1:100 in 1% BSA, and a previously published humanized anti-CTS1 monoclonal antibody (4H2) was used as a positive control at 1 µg/mL (42,43). All samples were run in duplicate. ...

Clinical Laboratory Utility of a Humanized Antibody in Commercially Available Enzyme Immunoassays for Coccidioidomycosis

Microbiology Spectrum

... If the protective threshold of the convalescent NAb titer (PRNT 50 >160), provided by the US Food and Drug Administration, is used, at least a PRNT 50 level of 32 may be needed for 50% protection [30,31]. If we apply these approximate threshold estimations against wild-type SARS-CoV-2 to our data, 21.9 -40.6%, 16. consistent with other similar studies [32]. However, the protective threshold of NAb against SARS-CoV-2 is variable according to disease severity, age, and race [33]. ...

Longitudinal Comparison of Neutralizing Antibody Responses to COVID-19 mRNA Vaccines after Second and Third Doses

... The majority of N-glycans are core-fucosylated. Glycoengineered plants were used in this study since they usually generate antibodies with largely homogeneous and reproducible GnGn structures, lacking plant-specific sugar residues [18,24,31]. Moreover, glycoengineered plant-derived IgGs often exhibit increased effector functions compared to orthologues produced in CHO cells or in wild-type plants [32,33]. ...

Humanization and expression of IgG and IgM antibodies in plants as potential diagnostic reagents for Valley Fever

... One of the current reports from South Africa shows a high transmissible level, with 60% to 80% of the population showing evidence from previous serology to infection or vaccination, implying that Omicron can overcome natural immunity and artificial immunity (vaccine-induced) 43 ; however, early reports do not indicate more severe disease. 44 The symptoms shown by COVID-19 affected patients related to the Omicron variation have been mild so far, according to a physician, from the region of Southern Africa who suspected a different strain of the coronavirus. 37 Nearly 150 countries have already been afflicted by the Omicron variant and the rate of disease severity does not exceed the previous records of other VOC. 31 The findings by research in England, Scotland, and South Africa stated that, that the Omicron variation has a 15% to 80% reduced risk of hospitalization than the Delta variant. ...

Intranasal Immunization with a Vaccinia Virus Vaccine Vector Expressing Pre-Fusion Stabilized SARS-CoV-2 Spike Fully Protected Mice against Lethal Challenge with the Heavily Mutated Mouse-Adapted SARS2-N501YMA30 Strain of SARS-CoV-2
Vaccines

Vaccines

... Even after two doses of a COVID-19 vaccine, patients with cancer have lower total antibody geometric mean titers (GMTs) than healthy adults, and the immune response decreases around 6 months following vaccination [2][3][4][5][6][7][8][9][10]. Central to the vaccine-elicited immune response are neutralizing antibodies, which have also been shown to decrease and be insufficient following only two vaccine doses in cancer patients [11][12][13]. The benefit of the third vaccine dose for at-risk populations has been shown via an increase in total antibody GMT [2,[14][15][16][17]. ...

Third COVID-19 vaccine dose boosts neutralizing antibodies in poor responders Plain language summary

Communications Medicine

... Since that time, several more efficient systems have been developed for the synthesis of monoclonal antibodies in plants. Table 1 summarizes some of the full-size monoclonal antibodies that have been produced in plants [39,[41][42][43][44][45][46][47][48]. In addition, this table does not include the numerous plantsynthesized antibody fragments or single chain antibodies that have been produced. ...

Potential for a Plant-Made SARS-CoV-2 Neutralizing Monoclonal Antibody as a Synergetic Cocktail Component
Vaccines

Vaccines

... However, others have reported that low anti-S antibody titer and weak neutralization post-third dose are associated with a higher risk of breakthrough (56). In the peri-infection period, low pre-infection anti-S IgG titer is associated with breakthrough (57); however, it has also been shown that Omicron breakthrough can occur in those with high NAb titers (58). ...

SARS-CoV-2 Omicron Variant Infection of Individuals with High Titer Neutralizing Antibodies Post-3rd mRNA Vaccine Dose

... Younes et al. reported that their novel fluorescent LFA tools demonstrated sufficient quantitative ability compared with CLIA-based tests [5]. Lake et al. semi-quantitatively measured neutralizing antibodies against SARS-CoV-2 using an LFA combined with a scorecard or densitometer [6]. However, these assays require specialized devices for quantitative assessment. ...

Development of a rapid point-of-care test that measures neutralizing antibodies to SARS-CoV-2

Journal of Clinical Virology