1
|
Egloff C, Fovet CM, Denis J, Pascal Q, Bossevot L, Luccantoni S, Leonec M, Dereuddre-Bosquet N, Leparc-Goffart I, Le Grand R, Durand GA, Badaut C, Picone O, Roques P. Fetal Zika virus inoculation in macaques revealed control of the fetal viral load during pregnancy. Virol J 2024; 21:209. [PMID: 39227837 PMCID: PMC11373269 DOI: 10.1186/s12985-024-02468-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 08/13/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Early pregnancy Zika virus (ZIKV) infection is associated with major brain damage in fetuses, leading to microcephaly in 0.6-5.0% of cases, but the underlying mechanisms remain largely unknown. METHODS To understand the kinetics of ZIKV infection during fetal development in a nonhuman primate model, four cynomolgus macaque fetuses were exposed in utero through echo-guided intramuscular inoculation with 103 PFU of ZIKV at 70-80 days of gestation, 2 controls were mock inoculated. Clinical, immuno-virological and ultrasound imaging follow-ups of the mother/fetus pairs were performed until autopsy after cesarean section 1 or 2 months after exposure (n = 3 per group). RESULTS ZIKV was transmitted from the fetus to the mother and then replicate in the peripheral blood of the mother from week 1 to 4 postexposure. Infected fetal brains tended to be smaller than those of controls, but not the femur lengths. High level of viral RNA ws found after the first month in brain tissues and placenta. Thereafter, there was partial control of the virus in the fetus, resulting in a decreased number of infected tissue sections and a decreased viral load. Immune cellular and humoral responses were effectively induced. CONCLUSIONS ZIKV infection during the second trimester of gestation induces short-term brain injury, and although viral genomes persist in tissues, most of the virus is cleared before delivery.
Collapse
Affiliation(s)
- Charles Egloff
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
- Service de gynécologie-obstétrique, Hôpital Louis Mourier, AP-HP, IAME INSERM U1137, Université de PARIS, Paris, France
| | - Claire-Maëlle Fovet
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Jessica Denis
- Unité interactions hôtes-pathogènes, Institut de Recherche Biomédicale des Armées, 91223, Brétigny-sur-Orge, France
| | - Quentin Pascal
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Laetitia Bossevot
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Sophie Luccantoni
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Marco Leonec
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Nathalie Dereuddre-Bosquet
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Isabelle Leparc-Goffart
- Unité des Virus Émergents (UVE: Aix-Marseille Univ-Corsica Univ-IRD 190-Inserm 1207-IRBA), 13005, Marseille, France
- National Reference Center for Arboviruses, INSERM-Institut de Recherche Biomédicale des Armées, 13005, Marseille, France
| | - Roger Le Grand
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France
| | - Guillaume André Durand
- Unité des Virus Émergents (UVE: Aix-Marseille Univ-Corsica Univ-IRD 190-Inserm 1207-IRBA), 13005, Marseille, France
- National Reference Center for Arboviruses, INSERM-Institut de Recherche Biomédicale des Armées, 13005, Marseille, France
| | - Cyril Badaut
- Unité des Virus Émergents (UVE: Aix-Marseille Univ-Corsica Univ-IRD 190-Inserm 1207-IRBA), 13005, Marseille, France
- Unité de Virologie, Institut de Recherche Biomédicale des Armées, 91223, Brétigny-sur-Orge, France
| | - Olivier Picone
- Service de gynécologie-obstétrique, Hôpital Louis Mourier, AP-HP, IAME INSERM U1137, Université de PARIS, Paris, France
| | - Pierre Roques
- Center for Immunology of Viral, Auto-Immune, Hematological and Viral Diseases (IMVA-HB/IDMIT), Université Paris-Saclay, Inserm, CEA, 92265, Fontenay aux Roses, France.
- Virology Unit, Institut Pasteur de Guinée (IPGui), BP4416, Conakry, Guinea.
| |
Collapse
|
2
|
Koenig MR, Mitzey AM, Zeng X, Reyes L, Simmons HA, Morgan TK, Bohm EK, Pritchard JC, Schmidt JA, Ren E, Leyva Jaimes FB, Winston E, Basu P, Weiler AM, Friedrich TC, Aliota MT, Mohr EL, Golos TG. Vertical transmission of African-lineage Zika virus through the fetal membranes in a rhesus macaque (Macaca mulatta) model. PLoS Pathog 2023; 19:e1011274. [PMID: 37549143 PMCID: PMC10434957 DOI: 10.1371/journal.ppat.1011274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 08/17/2023] [Accepted: 07/14/2023] [Indexed: 08/09/2023] Open
Abstract
Zika virus (ZIKV) can be transmitted vertically from mother to fetus during pregnancy, resulting in a range of outcomes including severe birth defects and fetal/infant death. Potential pathways of vertical transmission in utero have been proposed but remain undefined. Identifying the timing and routes of vertical transmission of ZIKV may help us identify when interventions would be most effective. Furthermore, understanding what barriers ZIKV overcomes to effect vertical transmission may help improve models for evaluating infection by other pathogens during pregnancy. To determine the pathways of vertical transmission, we inoculated 12 pregnant rhesus macaques with an African-lineage ZIKV at gestational day 30 (term is 165 days). Eight pregnancies were surgically terminated at either seven or 14 days post-maternal infection. Maternal-fetal interface and fetal tissues and fluids were collected and evaluated for ZIKV using RT-qPCR, in situ hybridization, immunohistochemistry, and plaque assays. Four additional pregnant macaques were inoculated and terminally perfused with 4% paraformaldehyde at three, six, nine, or ten days post-maternal inoculation. For these four cases, the entire fixed pregnant uterus was evaluated with in situ hybridization for ZIKV RNA. We determined that ZIKV can reach the MFI by six days after infection and infect the fetus by ten days. Infection of the chorionic membrane and the extraembryonic coelomic fluid preceded infection of the fetus and the mesenchymal tissue of the placental villi. We did not find evidence to support a transplacental route of ZIKV vertical transmission via infection of syncytiotrophoblasts or villous cytotrophoblasts. The pattern of infection observed in the maternal-fetal interface provides evidence of paraplacental vertical ZIKV transmission through the chorionic membrane, the outer layer of the fetal membranes.
Collapse
Affiliation(s)
- Michelle R. Koenig
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Ann M. Mitzey
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Xiankun Zeng
- Pathology Division, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland, United States of America
| | - Leticia Reyes
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Heather A. Simmons
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Terry K. Morgan
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, Oregon, United States of America
| | - Ellie K. Bohm
- Department of Veterinary and Biomedical Sciences, University of Minnesota, Twin Cities, St. Paul, Minnesota, United States of America
| | - Julia C. Pritchard
- Department of Veterinary and Biomedical Sciences, University of Minnesota, Twin Cities, St. Paul, Minnesota, United States of America
| | - Jenna A. Schmidt
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Emily Ren
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Fernanda B. Leyva Jaimes
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Eva Winston
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Puja Basu
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Andrea M. Weiler
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Thomas C. Friedrich
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Matthew T. Aliota
- Department of Veterinary and Biomedical Sciences, University of Minnesota, Twin Cities, St. Paul, Minnesota, United States of America
| | - Emma L. Mohr
- Department of Pediatrics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Thaddeus G. Golos
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| |
Collapse
|
3
|
Koenig MR, Mitzey AM, Morgan TK, Zeng X, Simmons HA, Mejia A, Leyva Jaimes F, Keding LT, Crooks CM, Weiler AM, Bohm EK, Aliota MT, Friedrich TC, Mohr EL, Golos TG. Infection of the maternal-fetal interface and vertical transmission following low-dose inoculation of pregnant rhesus macaques (Macaca mulatta) with an African-lineage Zika virus. PLoS One 2023; 18:e0284964. [PMID: 37141276 PMCID: PMC10159132 DOI: 10.1371/journal.pone.0284964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 04/13/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND Congenital Zika virus (ZIKV) infection can result in birth defects, including malformations in the fetal brain and visual system. There are two distinct genetic lineages of ZIKV: African and Asian. Asian-lineage ZIKVs have been associated with adverse pregnancy outcomes in humans; however, recent evidence from experimental models suggests that African-lineage viruses can also be vertically transmitted and cause fetal harm. METHODOLOGY/PRINCIPAL FINDINGS To evaluate the pathway of vertical transmission of African-lineage ZIKV, we inoculated nine pregnant rhesus macaques (Macaca mulatta) subcutaneously with 44 plaque-forming units of a ZIKV strain from Senegal, (ZIKV-DAK). Dams were inoculated either at gestational day 30 or 45. Following maternal inoculation, pregnancies were surgically terminated seven or 14 days later and fetal and maternal-fetal interface tissues were collected and evaluated. Infection in the dams was evaluated via plasma viremia and neutralizing antibody titers pre- and post- ZIKV inoculation. All dams became productively infected and developed strong neutralizing antibody responses. ZIKV RNA was detected in maternal-fetal interface tissues (placenta, decidua, and fetal membranes) by RT-qPCR and in situ hybridization. In situ hybridization detected ZIKV predominantly in the decidua and revealed that the fetal membranes may play a role in ZIKV vertical transmission. Infectious ZIKV was detected in the amniotic fluid of three pregnancies and one fetus had ZIKV RNA detected in multiple tissues. No significant pathology was observed in any fetus; and ZIKV did not have a substantial effect on the placenta. CONCLUSIONS/SIGNIFICANCE This study demonstrates that a very low dose of African-lineage ZIKV can be vertically transmitted to the macaque fetus during pregnancy. The low inoculating dose used in this study suggests a low minimal infectious dose for rhesus macaques. Vertical transmission with a low dose in macaques further supports the high epidemic potential of African ZIKV strains.
Collapse
Affiliation(s)
- Michelle R. Koenig
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Ann M. Mitzey
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Terry K. Morgan
- Department of Pathology, Oregon Health and Science University, Portland, Oregon, United States of America
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, Oregon, United States of America
| | - Xiankun Zeng
- Pathology Division, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, United States of America
| | - Heather A. Simmons
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Andres Mejia
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Fernanda Leyva Jaimes
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Logan T. Keding
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Chelsea M. Crooks
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Andrea M. Weiler
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, United States of America
| | - Ellie K. Bohm
- Department of Veterinary and Biomedical Sciences, University of Minnesota, Twin Cities, St. Paul, Minnesota, United States of America
| | - Matthew T. Aliota
- Department of Veterinary and Biomedical Sciences, University of Minnesota, Twin Cities, St. Paul, Minnesota, United States of America
| | - Thomas C. Friedrich
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, United States of America
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Emma L. Mohr
- Department of Pediatrics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Thaddeus G. Golos
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, United States of America
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| |
Collapse
|
4
|
Abstract
Zika virus (ZIKV) is unusual among flaviviruses in its ability to spread between humans through sexual contact, as well as by mosquitoes. Sexual transmission has the potential to change the epidemiology and geographic range of ZIKV compared to mosquito-borne transmission and potentially could produce distinct clinical manifestations, so it is important to understand the host mechanisms that control susceptibility to sexually transmitted ZIKV. ZIKV replicates poorly in wild-type mice following subcutaneous inoculation, so most ZIKV pathogenesis studies use mice lacking type I interferon (IFN-αβ) signaling (e.g., Ifnar1-/-). We found that wild-type mice support ZIKV replication following intravaginal infection, consistent with prior studies, although the infection remained localized to the lower female reproductive tract. Vaginal ZIKV infection required a high-progesterone state (pregnancy or pretreatment with depot medroxyprogesterone acetate [DMPA]) even in Ifnar1-/- mice that otherwise are highly susceptible to ZIKV infection. Progesterone-mediated susceptibility did not appear to result from a compromised epithelial barrier, blunted antiviral gene induction, or changes in vaginal leukocyte populations, leaving open the mechanism by which progesterone confers susceptibility to vaginal ZIKV infection. DMPA treatment is a key component of mouse vaginal infection models for herpes simplex virus and Chlamydia, but the mechanisms by which DMPA increases susceptibility to those pathogens also remain poorly defined. Understanding how progesterone mediates susceptibility to ZIKV vaginal infection may provide insights into host mechanisms influencing susceptibility to diverse sexually transmitted pathogens. IMPORTANCE Zika virus (ZIKV) is transmitted by mosquitoes, similar to other flaviviruses. However, ZIKV is unusual among flaviviruses in its ability also to spread through sexual transmission. We found that ZIKV was able to replicate in the vaginas of wild-type mice, even though these mice do not support ZIKV replication by other routes, suggesting that the vagina is particularly susceptible to ZIKV infection. Vaginal susceptibility was dependent on a high-progesterone state, which is a common feature of mouse vaginal infection models for other pathogens, through mechanisms that have remained poorly defined. Understanding how progesterone mediates susceptibility to ZIKV vaginal infection may provide insights into host mechanisms that influence susceptibility to diverse sexually transmitted pathogens.
Collapse
|
5
|
Chapagain S, Pal Singh P, Le K, Safronetz D, Wood H, Karniychuk U. Japanese encephalitis virus persists in the human reproductive epithelium and porcine reproductive tissues. PLoS Negl Trop Dis 2022; 16:e0010656. [PMID: 35905074 PMCID: PMC9337681 DOI: 10.1371/journal.pntd.0010656] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 07/12/2022] [Indexed: 11/18/2022] Open
Abstract
Japanese encephalitis virus (JEV) is the emerging and geographically expanding flavivirus and the major causative agent of encephalitis in humans in Asia. There are risks of JEV introduction into the Americas given a large population of amplifying hosts-pigs and wild boars, and insect vectors-Culex mosquitoes. There are emerging concerns about vector-free ways of flavivirus transmission, for example sexual and transplacental Zika virus transmissions, which may change flavivirus epidemiology and expand the geographical range to territories with no insect vectors. It is unknown whether JEV has tropism in the female lower reproductive tract and the potential for sexual transmission in humans. While clinical outcomes of transplacental JEV infection are described in humans and pigs, cellular targets and tissue tropism in the upper reproductive tract are also unknown. Here, we studied JEV infection phenotypes and host transcriptional responses in human reproductive epithelial cells. We found that JEV caused persistent infection and cytopathology in the vaginal epithelium, endometrial epithelium, and trophoblast. Human vaginal epithelial cells infected with JEV had altered transcriptional responses associated with inflammation and disruption of epithelial barrier function. Also, using pigs-the native amplifying host for JEV, we confirmed JEV tropism in the female lower and upper reproductive tracts. We discovered that JEV persists in the vaginal mucosa for at least 28 days and pigs shed the virus in vaginal secretions. We also found JEV persistence in the endometrium and placenta with transplacental and fetal infections. Altogether, we discovered that JEV targets the vaginal epithelium and has the potential for sexual transmission in humans. We also contributed to a better understanding of JEV pathogenesis during transplacental infection. Further studies are needed to better understand the interactions of JEV with reproductive tissues, how persistent infection affects female reproductive functions, and the risks for non-vector transmission.
Collapse
Affiliation(s)
- Subash Chapagain
- Vaccine and Infectious Disease Organization (VIDO), University of Saskatchewan, Saskatoon, Canada
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Canada
| | - Prince Pal Singh
- Vaccine and Infectious Disease Organization (VIDO), University of Saskatchewan, Saskatoon, Canada
- School of Public Health, University of Saskatchewan, Saskatoon, Canada
| | - Khanh Le
- Vaccine and Infectious Disease Organization (VIDO), University of Saskatchewan, Saskatoon, Canada
| | - David Safronetz
- The National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Heidi Wood
- The National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Uladzimir Karniychuk
- Vaccine and Infectious Disease Organization (VIDO), University of Saskatchewan, Saskatoon, Canada
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, Canada
- School of Public Health, University of Saskatchewan, Saskatoon, Canada
| |
Collapse
|
6
|
Block LN, Schmidt JK, Keuler NS, McKeon MC, Bowman BD, Wiepz GJ, Golos TG. Zika virus impacts extracellular vesicle composition and cellular gene expression in macaque early gestation trophoblasts. Sci Rep 2022; 12:7348. [PMID: 35513694 PMCID: PMC9072346 DOI: 10.1038/s41598-022-11275-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 04/13/2022] [Indexed: 11/26/2022] Open
Abstract
Zika virus (ZIKV) infection at the maternal-placental interface is associated with adverse pregnancy outcomes including fetal demise and pregnancy loss. To determine how infection impacts placental trophoblasts, we utilized rhesus macaque trophoblast stem cells (TSC) that can be differentiated into early gestation syncytiotrophoblasts (ST) and extravillous trophoblasts (EVT). TSCs and STs, but not EVTs, were highly permissive to productive infection with ZIKV strain DAK AR 41524. The impact of ZIKV on the cellular transcriptome showed that infection of TSCs and STs increased expression of immune related genes, including those involved in type I and type III interferon responses. ZIKV exposure altered extracellular vesicle (EV) mRNA, miRNA and protein cargo, including ZIKV proteins, regardless of productive infection. These findings suggest that early gestation macaque TSCs and STs are permissive to ZIKV infection, and that EV analysis may provide a foundation for identifying non-invasive biomarkers of placental infection in a highly translational model.
Collapse
Affiliation(s)
- Lindsey N. Block
- grid.14003.360000 0001 2167 3675Wisconsin National Primate Research Center, University of Wisconsin-Madison, 1223 Capitol Ct., Madison, WI 53715-1299 USA ,grid.14003.360000 0001 2167 3675Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI USA ,grid.25879.310000 0004 1936 8972Present Address: University of Pennsylvania, Philadelphia, PA USA
| | - Jenna Kropp Schmidt
- grid.14003.360000 0001 2167 3675Wisconsin National Primate Research Center, University of Wisconsin-Madison, 1223 Capitol Ct., Madison, WI 53715-1299 USA
| | - Nicholas S. Keuler
- grid.14003.360000 0001 2167 3675Department of Statistics, University of Wisconsin-Madison, Madison, WI USA
| | - Megan C. McKeon
- grid.14003.360000 0001 2167 3675Department of Biomolecular Chemistry, University of Wisconsin-Madison, Madison, WI USA
| | - Brittany D. Bowman
- grid.14003.360000 0001 2167 3675Wisconsin National Primate Research Center, University of Wisconsin-Madison, 1223 Capitol Ct., Madison, WI 53715-1299 USA ,grid.266813.80000 0001 0666 4105Present Address: University of Nebraska Medical Center, Omaha, NE USA
| | - Gregory J. Wiepz
- grid.14003.360000 0001 2167 3675Wisconsin National Primate Research Center, University of Wisconsin-Madison, 1223 Capitol Ct., Madison, WI 53715-1299 USA
| | - Thaddeus G. Golos
- grid.14003.360000 0001 2167 3675Wisconsin National Primate Research Center, University of Wisconsin-Madison, 1223 Capitol Ct., Madison, WI 53715-1299 USA ,grid.14003.360000 0001 2167 3675Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI USA ,grid.14003.360000 0001 2167 3675Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI USA
| |
Collapse
|