Selected Grantee Publications
Deep Learning-Based Framework for Cardiac Function Assessment in Embryonic Zebrafish from Heart Beating Videos
Naderi et al., Computers in Biology and Medicine. 2021.
https://www.sciencedirect.com/science/article/pii/S0010482521003590
Zebrafish is a powerful model system for a host of biological investigations, cardiovascular studies, and genetic screening. However, the current methods for quantifying and monitoring zebrafish cardiac functions involve tedious manual work and inconsistent estimations. Naderi et al. developed a Zebrafish Automatic Cardiovascular Assessment Framework (ZACAF) based on a U-net deep learning model for automated assessment of cardiovascular indices, such as ejection fraction (EF) and fractional shortening (FS) from microscopic videos of wildtype and cardiomyopathy mutant zebrafish embryos. The framework could be widely applicable with any laboratory resources, and the automatic feature holds promise to enable efficient, consistent, and reliable processing and analysis capacity. Supported by ORIP (R44OD024874)
Previous Exposure to Dengue Virus Is Associated with Increased Zika Virus Burden at the Maternal-Fetal Interface in Rhesus Macaques
Crooks et al., PLOS Neglected Tropical Diseases. 2021.
https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0009641
Pre-existing immunity to dengue virus (DENV) results in antibody-dependent enhancement (ADE) among DENV serotypes; Zika virus (ZIKV) has homology with DENV suggesting pre-existing DENV immunity may have an impact on ZIKV pathogenesis during pregnancy. In a rhesus macaque model, prior DENV-2 exposure resulted in a higher burden of ZIKV viral RNA in maternal-fetal interface tissues as compared to DENV-naive macaques. However, pre-existing DENV immunity had no detectable impact on ZIKV replication kinetics in maternal plasma; all pregnancies progressed to term without adverse outcomes at delivery. Investigating potential ADE in pregnant women is important as vaccines against DENV and ZIKV are developed. Supported by ORIP (P51OD011106) and NIAID.
Advancing Human Disease Research with Fish Evolutionary Mutant Models
Beck et al., Trends in Genetics. 2021.
https://pubmed.ncbi.nlm.nih.gov/34334238/
Model organism research is essential to understand disease mechanisms. However, laboratory-induced genetic models can lack genetic variation and often fail to mimic disease severity. Evolutionary mutant models (EMMs) are species with evolved phenotypes that mimic human disease. They have improved our understanding of cancer, diabetes, and aging. Fish are the most diverse group of vertebrates, exhibiting a kaleidoscope of specialized phenotypes, many that would be pathogenic in humans but are adaptive in the species' specialized habitat. Evolved compensations can suggest avenues for novel disease therapies. This review summarizes current research using fish EMMs to advance our understanding of human disease. Supported by ORIP (R01OD011116), NIA, NIDA, and NIGMS.
Factor XII Plays a Pathogenic Role in Organ Failure and Death in Baboons Challenged with Staphylococcus aureus
Silasi et al., Blood. 2021.
https://pubmed.ncbi.nlm.nih.gov/33598692/
Activation of coagulation factor (F) XI promotes multiorgan failure in rodent models of sepsis and in a baboon model for lethal systemic inflammation induced by infusion of heat-inactivated Staphylococcus aureus. The authors used the anticoagulant FXII-neutralizing antibody 5C12 to verify the mechanistic role of FXII. Inhibition of FXII prevented fever, terminal hypotension, respiratory distress, and multiorgan failure. All animals receiving 5C12 had milder and transient clinical symptoms; untreated control animals suffered irreversible multiorgan failure. This study confirms their previous finding that at least two enzymes of FXIa and FXIIa play critical roles in the development of an acute and terminal inflammatory response. Supported by ORIP (P40OD024628), NIAID, NHLBI, and NIGMS.
A Yeast Expressed RBD-Based SARS-CoV-2 Vaccine Formulated with 3M-052-alum Adjuvant Promotes Protective Efficacy in Non-Human Primates
Pino et al., Science Immunology. 2021.
https://immunology.sciencemag.org/content/6/61/eabh3634
Using a rhesus macaque model (n=5 males per group), investigators tested a receptor binding domain (RBD) recombinant protein formulation COVID-19 vaccine candidate combined with an aluminum-based formulation of 3M’s Toll-like receptor 7 and 8 agonist 3M-052 (3M-052/Alum) and found the RBD+3M-052/Alum formulation produced a superior overall immune response than RBD+alum alone as demonstrated by higher SARS-CoV-2 neutralizing antibodies, improved Th1 biased CD4+ T cell reactions, and increased CD8+ T cell responses. Collectively, these data suggest that the RBD+3M-052-alum formulation provides robust immune responses against SARS-CoV-2 and supports the development of this potential effective and easy to scale COVID-19 vaccine candidate. Supported by ORIP (P51OD011132) and NIAID.
Systems Vaccinology of the BNT162b2 mRNA Vaccine in Humans
Arunachalam et al., Nature . 2021.
https://doi.org/10.1038/s41586-021-03791-x
It was poorly understood how mRNA vaccines against SARS-CoV-2 stimulate protective immune responses. To address this, researchers comprehensively profiled innate and adaptive immune responses of healthy volunteers vaccinated with the Pfizer-BioNTech mRNA vaccine (BNT162b2). Vaccination resulted in robust production of neutralizing antibodies against wild-type SARS-CoV-2, to a lesser extent, the beta variant, as well as significant increases in antigen-specific polyfunctional CD4+ and CD8+ T cells after the second dose. Booster vaccination stimulated an enhanced innate immune response compared to primary vaccination, demonstrating the capacity of BNT162b2 to prime the innate immune system to mount a more potent response after booster immunization. Supported by ORIP (P51OD011132, S10OD026799) and NIAID.
Early Treatment With a Combination of Two Potent Neutralizing Antibodies Improves Clinical Outcomes and Reduces Virus Replication and Lung Inflammation in SARS CoV-2 Infected Macaques
Van Rompay et al., PLOS Pathogens. 2021.
https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009688
The therapeutic efficacy of a combination of two SARS-CoV-2 monoclonal antibodies (mAbs), C135-LS and C144-LS, were investigated in young adult macaques (3 groups of 4 animals; equal sex distribution). Animals were treated intravenously with low or high doses of C135-LS and C144-LS mAbs or control mAb 24 hours post-infection with SARS-CoV-2. Compared to controls, animals treated with either dose of the anti-SARS-CoV-2 mAbs showed improved clinical scores, lower levels of virus replication in upper and lower respiratory tract, and reduced interstitial pneumonia, as measured by lung histology. The study provides proof-of-concept for development of these mAbs for treatment of COVID-19 during early infection. Supported by ORIP (P51OD011107) and NIAID.
Interleukin-15 Response Signature Predicts RhCMV/SIV Vaccine Efficacy
Barrenäs et al., PLOS Pathogens. 2021.
https://doi.org/10.1371/journal.ppat.1009278
Standard immunogenicity measures do not predict efficacy of a vaccine based on strain 68-1 rhesus cytomegalovirus (RhCMV) vectors expressing SIV proteins (RhCMV/SIV). This vaccine robustly protects just over half of immunized monkeys. Using functional genomics, researchers found that RhCMV/SIV efficacy is correlated with a vaccine-induced response to interleukin-15 (IL-15) that includes modulation of immune cell, inflammation, toll-like receptor signaling, and cell death programming pathways. RhCMV/SIV imparts a coordinated and persistent induction of innate and adaptive immune pathways featuring IL-15, a known regulator of CD8+ T cell function, that support the ability of vaccine-elicited CD8+ T cells to mediate protection against SIV. Supported by ORIP (P51OD010425, P51OD011092), NIAID, and NCI.
Recrudescence of Natural Coccidioidomycosis During Combination Antiretroviral Therapy in a Pigtail Macaque Experimentally Infected with Simian Immunodeficiency Virus
Guerriero et al., AIDS Research and Human Retroviruses. 2021.
https://doi.org/10.1089/AID.2020.0228
Coccidioidomycosis is a common fungal infection in people living with HIV, particularly in regions where Coccidioides is endemic, such as the U.S. Southwest. Researchers diagnosed a recrudescent case of previously treated, naturally occurring coccidioidomycosis in a pigtail macaque experimentally infected with simian immunodeficiency virus (SIV) and virally suppressed on combination antiretroviral therapy (cART). Coccidioides IgG antibody titer became detectable before discontinuation of cART, but symptomatic coccidioidomycosis developed after cART withdrawal. This animal was screened and treated in accordance with the guidelines for coccidioidomycosis prevention and treatment. The researchers conclude that macaques with coccidioidomycosis history should be excluded from HIV studies. Supported by ORIP (P51OD010425), NIAID, and NIMH.
Innate Immunity Stimulation via CpG Oligodeoxynucleotides Ameliorates Alzheimer’s Disease Pathology in Aged Squirrel Monkeys
Patel et al., Brain: A Journal of Neurology. 2021.
https://pubmed.ncbi.nlm.nih.gov/34128045/
Alzheimer's disease is the only illness among the top 10 causes of death for which there is no disease-modifying therapy. The authors have shown in transgenic Alzheimer's disease mouse models that harnessing innate immunity via TLR9 agonist CpG oligodeoxynucleotides (ODNs) modulates age-related defects associated with immune cells and safely reduces amyloid plaques, oligomeric amyloid-β, tau pathology, and cerebral amyloid angiopathy (CAA). They used a nonhuman primate model for sporadic Alzheimer's disease pathology that develops extensive CAA-elderly squirrel monkeys. They demonstrate that long-term use of Class B CpG ODN 2006 induces a favorable degree of innate immunity stimulation. CpG ODN 2006 has been well established in numerous human trials for a variety of diseases. This evidence together with their earlier research validates the beneficial therapeutic outcomes and safety of this innovative immunomodulatory approach. Supported by ORIP (P40OD010938), NINDS, NIA, and NCI.