Kamm Prongay’s research while affiliated with Oregon Health & Science University and other places

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Publications (9)


Diarrhea stunts the development of the infant microbiome
A Study timeline and sample collection. The dotted line between 3 and 9 months denotes the period in which most of the infants entered and exited the clinic for treatment and sample collection during their first case of diarrhea. B Kaplan Meier curve of diarrhea incidence within the study population indicating the first incidence of clinical diarrhea for every animal that experienced symptoms over the course of the study (first 12 month of life). C Stacked bar plot of the top 30 most abundant taxa across all samples, each bar represents the average relative abundance of each taxon within the indicated group. D Principal coordinate analysis (PCoA) of fecal microbiome unweighted UniFrac distance (16S amplicon) colored by host status and timepoint. Small points represent individual samples while larger points represent the centroid for a given timepoint/host status. Solid lines connecting centroids illustrate the developmental trajectory of both healthy and sick infants. Density plots of key taxa and observed ASVs are in grey below the plot. E–G Dot plot of (E) UniFrac distance between dams and each infant timepoint/health status, F within group UniFrac distance for each infant group, and (G) Faith’s phylogenetic diversity, in healthy and sick infants. H Heatmap of select differentially abundant taxa at longitudinal time-points as determined by LEfSe (Log10 LDA score > 2). I Longitudinal dot plot of Campylobacter relative abundance, in healthy and sick infants. J Relative abundance of Campylobacter at first clinic entry and exit. Significance for panels (E) and (F) was determined using one-way ANOVA ****p < 0.0001, with Holm-Sidak’s multiple comparison test, ****p < 0.0001, error bars = SEM. Significance for panels (G) and (I) was determined using unpaired T-test at each time-point, *p < 0.05, **p < 0.01, ***p < 0.001, error bars = SEM. Significance for panels (J) was determined using paired T-test, *p < 0.05. DX Diarrhea.
Impact of acute and distant diarrhea on the functional potential of the gut microbiome
A PCoA of Bray-Curtis dissimilarity built on the abundance of all functional genes annotated using HUMAnN3 and the Uniref90 database colored by host status and timepoint. Significance and variance by host status for each time-point determined by PERMANOVA and reported in the included table. B Heatmap of select differentially abundant functional pathway at each time-point as determined by LEfSe (Log10 LDA score > 2). C Bar-plot of folate transformation pathway abundance, stratified by bacterial species to which that pathway could be assigned. Each stacked bar represents an individual sample at the indicated time-points. DX Diarrhea.
Impact of diarrhea on the species level composition of the gut microbiome
A PCoA of Bray-Curtis dissimilarity built on the species level taxonomy generated using MetaPhlAn and colored by host status and timepoint. B Heatmap of select differentially abundant species pathway at each time-point as determined by LEfSe (Log10 LDA score > 2). C Core gene phylogenetic tree built using 60 randomly selected conserved cross-genus gene families (PGfams) for metagenomically assembled Campylobacter genomes (MAGs) and 32 known Campylobacter species. Black = Reference genome, Blue = MAG similar to known species, Red = MAG not similar to any known species. D Stacked bars of Campylobacter relative abundance as measured by Metaphlan3 (top) and mapping to MAGs and reference genomes (bottom). Each vertical bar represents a single sample at the denoted timepoint/health status. For “Sick” animals samples collected upon exit from the clinic were not included. DX Diarrhea.
A diverse set of Campylobacter are associated with diarrheal disease in infant macaques revealed by genome assembly
A Heatmap of average nucleotide identity (ANI) between all Campylobacter genomes in the pangenomic analysis. B Metadata and information about genomes included in analysis. C Pangenome of 77 Campylobacter genomes generated using Anvi’o. Each concentric circle represents a bacterial genome: reference genome (Black), MAGs assembled from rhesus macaques that are similar to a known species (Blue), MAGs assembled from rhesus macaques that are not similar to a known species (UMG) (Red), MAGs assembled from human metagenomes that are similar to our Campylobacter UMG genomes (Orange). Blank areas in each circle indicate the absence of a particular gene cluster (GC) in that genome. Outer ring denotes GCs with an annotated function COG function (Yellow). Genomes are ordered by ANI, as depicted by the red heatmap in panel (A). D Global map illustrating the distribution of UMGs 2–4 in human data for UMG-2 derived from PCR screening by Bian et al.²⁷. Additional distribution information for UMGs 2–4 based on locations of samples collected from which human UMG MAGs were assembled in by Almedia et. al and Nayfach et al.35,36.
Iron acquisition, toxin production, antimicrobial resistance and energy generation in Campylobacter UMGs
A Prevalence heatmap of genes necessary for iron acquisition, branch-chain amino acid uptake, and response to oxidative stress, with the color of each box showing the prevalence of that gene within the noted genome group. B–D Prevalence heatmaps for cytolethal distending toxin (B), Campylobacter multidrug efflux genes (C), and electron transport chain complex I (D) split by individual genome.
Infant diarrheal disease in rhesus macaques impedes microbiome maturation and is linked to uncultured Campylobacter species
  • Article
  • Full-text available

January 2024

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99 Reads

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3 Citations

Communications Biology

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Isaac R. Cinco

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Sara M. Hendrickson

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[...]

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Diarrheal diseases remain one of the leading causes of death for children under 5 globally, disproportionately impacting those living in low- and middle-income countries (LMIC). Campylobacter spp., a zoonotic pathogen, is one of the leading causes of food-borne infection in humans. Yet to be cultured Campylobacter spp. contribute to the total burden in diarrheal disease in children living in LMIC thus hampering interventions. We performed microbiome profiling and metagenomic genome assembly on samples collected from over 100 infant rhesus macaques longitudinally and during cases of clinical diarrhea within the first year of life. Acute diarrhea was associated with long-lasting taxonomic and functional shifts of the infant gut microbiome indicative of microbiome immaturity. We constructed 36 Campylobacter metagenomic assembled genomes (MAGs), many of which fell within 4 yet to be cultured species. Finally, we compared the uncultured Campylobacter MAGs assembled from infant macaques with publicly available human metagenomes to show that these uncultured species are also found in human fecal samples from LMIC. These data highlight the importance of unculturable Campylobacter spp. as an important target for reducing disease burden in LMIC children.

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Campylobacter vaccination reduces diarrheal disease and infant growth stunting among rhesus macaques

June 2023

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105 Reads

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13 Citations

Campylobacter-associated enteric disease is estimated to be responsible for more than 160 million cases of gastroenteritis each year and is linked to growth stunting of infants living under conditions of poor sanitation and hygiene. Here, we examine naturally occurring Campylobacter-associated diarrhea among rhesus macaques as a model to determine if vaccination could reduce severe diarrheal disease and infant growth stunting. Compared to unvaccinated controls, there are no Campylobacter diarrhea-associated deaths observed among vaccinated infant macaques and all-cause diarrhea-associated infant mortality is decreased by 76% (P = 0.03). By 9 months of age, there is a 1.3 cm increase in dorsal length that equaled a significant 1.28 LAZ (Length-for-Age Z score) improvement in linear growth among vaccinated infants compared to their unvaccinated counterparts (P = 0.001). In this work, we show that Campylobacter vaccination not only reduces diarrheal disease but also potentially serves as an effective intervention that improves infant growth trajectories.


Figure 4
Infant diarrheal disease impedes maturation of the microbiome and is linked to a diverse set of novel yet to be cultured Campylobacter species.

June 2023

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60 Reads

Diarrheal diseases remain one of the leading causes of death for children under 5 globally, disproportionately impacting those living in low- and middle-income countries (LMIC). Campylobacter spp . is a zoonotic pathogen found in many animal species and is one of the leading causes of food-borne infection in humans, and yet to be cultured Campylobacter contribute to the total burden in diarrheal disease in LMIC children thus hampering interventions. We performed microbiome profiling and metagenomic genome assembly on samples collected from over 100 infant rhesus macaques longitudinally and during cases of clinical diarrhea within the first year of life. Acute diarrhea was associated with taxonomic and functional shifts of the infant gut microbiome and resulted in a chronic state of microbiome immaturity well beyond the resolution of symptoms. One of the major drivers of these changes was the increased relative abundance of Campylobacter which we investigated further using metagenomic assembled genomes (MAGs). We constructed 36 Campylobacter MAGs, many of which fell within 4 yet to be cultured species. Finally, we used the uncultured Campylobacter MAGs assembled from infant macaques with publicly available human metagenomes to show that these uncultured species are also found in human fecal samples from LMIC. These data highlight the importance unculturable Campylobacter spp. as an important target for reducing disease burden in LMIC children.


Common Husbandry, Housing, and Animal Care Practices

February 2023

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100 Reads

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9 Citations

Animal care in facilities housing nonhuman primates has undergone a transformation in the past two decades, as the scientific community has learned more about the effects of husbandry practices on behavior and physiology of captive nonhuman primates. Today, husbandry consists of more than simply feeding animals and removing waste. Husbandry practices cover all aspects of animal care, from ensuring the animals’ nutritional needs to providing adequate shelter, monitoring the health of the animals, and refining procedures so that they reduce stress and distress. As such, husbandry is integral to providing optimal animal welfare. This chapter will summarize four main areas of husbandry (health monitoring, nutrition, shelter, and humane handling) and discuss how each can influence aspects of the welfare of captive nonhuman primates living in a research environment.


[American Journal of Veterinary Research] Tuberculosis detection in nonhuman primates is enhanced by use of testing algor

October 2022

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73 Reads

American Journal of Veterinary Research

OBJECTIVE To develop a testing algorithm that incorporates multiple assays to evaluate host cellular and humoral immunity and antigen detection concerning Mycobacterium tuberculosis complex (MTBC) infection in captive nonhuman primates. ANIMALS Cohorts of captive-bred and wild-caught macaques from 5 different geographic regions. PROCEDURES Macaques were tested for MTBC infection by use of a γ interferon tuberculosis (GIFT) assay, an interferon-γ release assay, and other assays. In the first 2 cohorts (n = 15 and 181), initial validation of the GIFT assay was performed by use of experimentally infected and unexposed control macaques. In the next 3 cohorts (n = 59, 42, and 11), results were obtained for opportunistically collected samples from macaques exposed during spontaneous outbreaks. RESULTS Sensitivity and specificity of the GIFT assay in the control cohorts were 100% and 97%, respectively, and were variable but enhanced by incorporating results from multiple assays in spontaneous outbreaks. CLINICAL RELEVANCE The detection and management of MTBC infection in captive nonhuman primate populations is an ongoing challenge, especially with animal imports and transfers. Despite standardized practices of initial quarantine with regular intradermal tuberculin skin testing, spontaneous outbreaks continue to be reported. Since infection encompasses a range of disease manifestations over time, a testing algorithm that incorporates multiple assays, such as the GIFT assay, to evaluate host cellular and humoral immunity in addition to agent detection is needed. Testing a combination of samples from controlled studies and spontaneous outbreaks of MTBC infection in nonhuman primates would advance the development and validation of a functional algorithm that incorporates promising tools such as the GIFT assay.


Reduced infant rhesus macaque growth rates due to environmental enteric dysfunction and association with histopathology in the large intestine

January 2022

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142 Reads

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10 Citations

Environmental enteric dysfunction is associated with malnutrition as well as infant growth stunting and has been classically defined by villous blunting, decreased crypt-to-villus ratio, and inflammation in the small intestine. Here, we characterized environmental enteric dysfunction among infant rhesus macaques that are naturally exposed to enteric pathogens commonly linked to human growth stunting. Remarkably, despite villous atrophy and histological abnormalities observed in the small intestine, poor growth trajectories and low serum tryptophan levels were correlated with increased histopathology in the large intestine. This work provides insight into the mechanisms underlying this disease and indicates that the large intestine may be an important target for therapeutic intervention.


Figure 1. Monkey groups among 39 cynomolgus monkeys. The monkeys were categorized on the basis of the results of the three TB diagnosis methods (mIGRA, TST, and TB culture) according to time (months, M). For M0, M2, M4, M6, M8, M10 and M12, a number means a record was present for that month. All results are presented as a heat map (please see Table S3 for more details). Positive-mIGRA, positive-TST, suspected-TST and positive-TB culture are scored as 2 (red), while indeterminate-mIGRA, negative-mIGRA, negative-TST and negative-TB culture are scored as 0 (blue). The heat map was created by Rstudio Version 1.3.1073 at https :// www.rstud io.com (pheatmap package).
Figure 3. Percent changes in body weight (kilograms; kg) over time (months) in 13 mIGRA-positive monkeys. More details are shown in Table S5.
Figure 4. Map drawing of selected monkey cages (a box with solid line) for the study at Krabok-Koo Wildlife Breeding Center, Tha Takiap District, Chachoengsao Province. The number in brackets indicates the total number of monkeys housed in the cage, and the asterisk (*) indicates the number of mIGRA-positive monkeys. Details of monkeys in these 5 selected cages are summarized in Table S6. The star indicates the index-TB case.
Tuberculosis detection in nonhuman primates is enhanced by use of testing algorithms that include an interferon-γ release assay

November 2021

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59 Reads

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6 Citations

American Journal of Veterinary Research

Objective: To develop a testing algorithm that incorporates multiple assays to evaluate host cellular and humoral immunity and antigen detection concerning Mycobacterium tuberculosis complex (MTBC) infection in captive nonhuman primates. Animals: Cohorts of captive-bred and wild-caught macaques from 5 different geographic regions. Procedures: Macaques were tested for MTBC infection by use of a γ interferon tuberculosis (GIFT) assay, an interferon-γ release assay, and other assays. In the first 2 cohorts (n = 15 and 181), initial validation of the GIFT assay was performed by use of experimentally infected and unexposed control macaques. In the next 3 cohorts (n = 59, 42, and 11), results were obtained for opportunistically collected samples from macaques exposed during spontaneous outbreaks. Results: Sensitivity and specificity of the GIFT assay in the control cohorts were 100% and 97%, respectively, and were variable but enhanced by incorporating results from multiple assays in spontaneous outbreaks. Clinical relevance: The detection and management of MTBC infection in captive nonhuman primate populations is an ongoing challenge, especially with animal imports and transfers. Despite standardized practices of initial quarantine with regular intradermal tuberculin skin testing, spontaneous outbreaks continue to be reported. Since infection encompasses a range of disease manifestations over time, a testing algorithm that incorporates multiple assays, such as the GIFT assay, to evaluate host cellular and humoral immunity in addition to agent detection is needed. Testing a combination of samples from controlled studies and spontaneous outbreaks of MTBC infection in nonhuman primates would advance the development and validation of a functional algorithm that incorporates promising tools such as the GIFT assay.


Modelling disease risk for amyloid A (AA) amyloidosis in non-human primates using machine learning

June 2019

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33 Reads

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5 Citations

Objective: Amyloid A (AA) amyloidosis is found in humans and non-human primates, but quantifying disease risk prior to clinical symptoms is challenging. We applied machine learning to identify the best predictors of amyloidosis in rhesus macaques from available clinical and pathology records. To explore potential biomarkers, we also assessed whether changes in circulating serum amyloid A (SAA) or lipoprotein profiles accompany the disease. Methods: We conducted a retrospective study using 86 cases and 163 controls matched for age and sex. We performed data reduction on 62 clinical, pathological and demographic variables, and applied multivariate modelling and model selection with cross-validation. To test the performance of our final model, we applied it to a replication cohort of 2,775 macaques. Results: The strongest predictors of disease were colitis, gastrointestinal adenocarcinoma, endometriosis, arthritis, trauma, diarrhoea and number of pregnancies. Sensitivity and specificity of the risk model were predicted to be 82%, and were assessed at 79 and 72%, respectively. Total, low density lipoprotein and high density lipoprotein cholesterol levels were significantly lower, and SAA levels and triglyceride-to-HDL ratios were significantly higher in cases versus controls. Conclusion: Machine learning is a powerful approach to identifying macaques at risk of AA amyloidosis, which is accompanied by increased circulating SAA and altered lipoprotein profiles.


Interferon‐Gamma test for the detection of Mycobacterium tuberculosis complex infection in Macaca mulatta and other non‐human primates

May 2019

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65 Reads

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4 Citations

Journal of Medical Primatology

We have formatted an assay to detect Mycobacterium tuberculosis complex infections of non‐human primates. Commercially available reagents were used to elicit a specific immune response that was measured by interferon‐gamma release. Initial evaluation using blood samples from Rhesus macaques experimentally infected with M tuberculosis distinguished infected versus uninfected animals.

Citations (6)


... A few studies have reported other Campylobacter species in this population including Campylobacter fetus subsp. venerealis (2) and Campylobacter hyointestinalis (3). Helicobacter pylori is well known to be associated with gastritis in these animals (4). ...

Reference:

Diversity of Campylobacter species in a rhesus macaque breeding colony
Infant diarrheal disease in rhesus macaques impedes microbiome maturation and is linked to uncultured Campylobacter species

Communications Biology

... It is a major global health concern posing serious threats to the effectiveness of antibiotics and other antimicrobial medicines, essential for treating infections in humans and animals [2]. With around 48 million cases recorded annually among children under five years globally, Campylobacter spp. is a major cause of diarrhoea in children worldwide [3]. Chickens are considered a natural reservoir of Campylobacter spp., particularly Campylobacter ...

Campylobacter vaccination reduces diarrheal disease and infant growth stunting among rhesus macaques

... Children with severe acute malnutrition (SAM), are known to suffer from a severe form of EE, showing marked duodenal villous atrophy [19]. In addition, recent evidence from rhesus monkeys (EE model), where disrupted colonic barrier explained growth faltering, suggests the possibility of the colon being affected in children with EE [20]. This opens up new questions (Box 1) requiring further investigation into the extent of EE, considering the potential contribution of large intestinal dysfunction to the body's nutrient economy, through energy harvesting and adaptation [21,22]. ...

Reduced infant rhesus macaque growth rates due to environmental enteric dysfunction and association with histopathology in the large intestine

... Therefore, early detection of TB is a primary requirement. A TB testing algorithm that incorporates multiple assays, for example, culture, molecular technique, antibody blood test, tuberculin skin test (TST), and interferon-gamma release assay (IGRA), was suggested to improve overall sensitivity and specificity [9][10][11]. MTBC culture (directly detected MTBC) is supposed to be a gold standard method in humans, but it was inconvenient for routine screening in a large number of captive monkeys. ...

Tuberculosis detection in nonhuman primates is enhanced by use of testing algorithms that include an interferon-γ release assay

American Journal of Veterinary Research

... Conversely, non-deep learning algorithms, such as logistic regression and SVM, are often employed for the modeling and analysis of structured data due to their simplicity in training. For example, Leung et al. (2019) analyzed amyloidosis in Indian-origin rhesus macaques by applying logistic regression to structured tabular data with 62 variables. After analyzing the model output, they identified significant factors associated with diagnoses of colitis, gastric adenocarcinoma, and endometriosis, along with clinical issues including trauma and pregnancies. ...

Modelling disease risk for amyloid A (AA) amyloidosis in non-human primates using machine learning
  • Citing Article
  • June 2019

... In NHPs, two commercial TB-IGRA kits, PrimaGAM and gamma-interferon test (GIFT) assay, used different mitogens to stimulate lymphocytes. In PrimaGAM, Con A was used as a positive control mitogen [36], while a combination of Con A+PWM mitogens was used as a positive control in the GIFT assay [37]. However, the concentration and minimal response to Con A were not determined. ...

Interferon‐Gamma test for the detection of Mycobacterium tuberculosis complex infection in Macaca mulatta and other non‐human primates
  • Citing Article
  • May 2019

Journal of Medical Primatology