Literature DB >> 30666931

Zika Virus IgM Detection and Neutralizing Antibody Profiles 12-19 Months after Illness Onset.

Isabel Griffin, Stacey W Martin, Marc Fischer, Trudy V Chambers, Olga Kosoy, Alyssa Falise, Olga Ponomareva, Leah D Gillis, Carina Blackmore, Reynald Jean.   

Abstract

Data on the duration of detectable Zika virus-specific IgM in infected persons are limited. Neutralizing antibody cross-reactivity occurs between Zika virus and related flaviviruses, but the degree to which this confounds diagnosis is uncertain. We tested serum specimens collected 12-19 months after illness onset from patients with confirmed Zika virus disease for Zika virus IgM and Zika virus and dengue virus neutralizing antibodies. Among 62 participants, 45 (73%) had detectable Zika virus IgM and 12 (19%) had an equivocal result. Although all patients tested had Zika virus neutralizing antibodies, 39 (63%) also had neutralizing antibodies against dengue virus; of those, 12 (19%) had <4-fold difference between Zika virus and dengue virus titers, and 5 (8%) had dengue virus titer >4-fold higher than Zika virus titer. Prolonged detection of IgM and neutralizing antibody cross-reactivity make it difficult to determine the timing of Zika virus infection and differentiate between related flaviviruses.

Entities:  

Keywords:  Florida; IgM; MAC-ELISA; United States; Zika virus; flaviviruses; immunoglobulin; neutralizing antibodies; viruses

Mesh:

Substances:

Year:  2019        PMID: 30666931      PMCID: PMC6346474          DOI: 10.3201/eid2502.181286

Source DB:  PubMed          Journal:  Emerg Infect Dis        ISSN: 1080-6040            Impact factor:   6.883


Zika virus is a flavivirus closely related to dengue, West Nile, Japanese encephalitis, and yellow fever viruses (,). Diagnostic testing for Zika virus infection is conducted using both molecular and serologic methods, which include testing for viral RNA and IgM and neutralizing antibodies (–). RNA detection is most sensitive during the acute phase of illness and confirms Zika virus infection, but sensitivity declines after the first week of illness and a negative result does not exclude infection. Zika virus IgM typically develops <4 days after symptom onset and remain detectable for at least 12 weeks (–). Data on the duration of IgM after Zika virus infection are lacking, but IgM against other flaviviruses can last for months to years following infection (–). Neutralizing antibodies develop shortly after IgM, persist for many years, and may confer lifelong immunity (,). Cross-reactivity between Zika virus and other flaviviruses occurs both with IgM and neutralizing antibodies and makes distinguishing Zika virus from dengue virus infections especially challenging. Whereas primary Zika virus infections typically generate highly specific neutralizing antibodies, secondary flavivirus infections show a high degree of cross-reactivity (,,). For secondary infections, it remains uncertain whether the infecting flavivirus neutralizing antibody response is significantly greater than the cross-reacting neutralizing response, allowing for differentiation, and whether cross-reactive neutralizing antibodies are maintained for months to years after infection (–). In July 2016, the first Zika virus outbreak in the continental United States was identified in Florida, culminating in 300 locally acquired cases in 2016 (,). We collected serum specimens from patients with Zika virus infection confirmed by molecular testing to determine the proportion of patients with detectable Zika virus IgM and the ratio of Zika virus and dengue virus neutralizing antibodies at 12–19 months after their acute illness.

Methods

Eligible participants were residents of Miami–Dade County, Florida, USA, who had Zika virus disease confirmed by real-time reverse transcription PCR (rRT-PCR) and symptom onset during June–October 2016. Persons with asymptomatic infection, pregnant women, and infants with congenital infection were excluded from enrollment. We enrolled participants during October 16, 2017–February 1, 2018. We obtained written consent from study participants or their guardians. Serum specimens were tested at the Centers for Disease Control and Prevention (Fort Collins, CO, USA) by IgM antibody capture ELISA (MAC-ELISA) for detection of Zika virus and dengue virus IgM and by plaque reduction neutralization test (PRNT) to detect Zika virus and dengue virus neutralizing antibodies (,,). The PRNT endpoint titer was defined as the reciprocal of the dilution reducing the virus plaque count by 90%. We obtained descriptive and clinical data for case-patients, including age, gender, race/ethnicity, reported symptoms, symptom onset, and origin of infection, from Merlin, the Florida Department of Health surveillance system. We used Pearson χ2 and Fisher exact tests to examine associations between demographics, symptomology, and Zika virus IgM results. We performed all statistical analyses with SAS statistical software version 9.4 (https://www.sas.com/en_us/software/sas9.html). This study was approved by the Florida Department of Health Institutional Review Board.

Results

Of 352 eligible PCR-confirmed Zika virus disease case-patients, 62 (18%) were enrolled and provided follow-up serum specimens. The 62 enrolled participants and 290 eligible case-patients who were not enrolled were similar with regard to age, sex, race/ethnicity, and clinical manifestations; however, 55% of enrolled participants acquired their infections in Florida, compared with 45% of the unenrolled cases (Table 1).
Table 1

Demographic and clinical characteristics of confirmed Zika virus disease case-patients in Miami–Dade County, Florida, USA

CharacteristicNo. (%) enrolled,* n = 62No. (%) not enrolled,* n = 290p value†
Age group, y0.19
1–182 (3)26 (9)
19–6454 (87)247 (85)
>65
6 (10)
17 (6)

Sex0.85
M32 (52)146 (50)
F
30 (48)
144 (50)

Race/ethnicity0.55
Non-Hispanic white13 (21)41 (14)
Non-Hispanic African American3 (5)14 (5)
Hispanic42 (68)209 (72)
Unknown
4 (6)
26 (9)

Main symptoms of Zika virus disease‡0.88
1 of 42 (3)12 (4)
2 of 415 (24)78 (27)
3 of 432 (52)130 (45)
4 of 4
13 (21)
69 (24)

Origin of infection0.19
Florida34 (55)133 (46)
Outside Florida28 (45)157 (54)

*All percentages are column percentages.
†A p value <0.05 was considered statistically significant.
‡Main symptoms were defined as fever, maculopapular rash, arthralgia, and conjunctivitis.

*All percentages are column percentages.
†A p value <0.05 was considered statistically significant.
‡Main symptoms were defined as fever, maculopapular rash, arthralgia, and conjunctivitis. Among the enrolled participants, 8 (13%) provided a specimen at 12 months after initial symptom onset, 1 (2%) at 13 months, 13 (21%) at 14 months, 21 (34%) at 15 months, 11 (18%) at 16 months, 3 (5%) at 17 months, 3 (5%) at 18 months, and 2 (3%) at 19 months. The median age of participants was 47 years (range 8–70 years); 60 (97%) were adults >18 years of age (Table 1). Overall, 32 (52%) participants were male, and 42 (68%) were Hispanic. Two (3%) participants reported only 1 of the 4 main symptoms (fever, maculopapular rash, arthralgia, and conjunctivitis) at the time of their initial Zika virus diagnosis; 15 (24%) reported 2, 32 (52%) reported 3, and 13 (21%) reported all 4. From case investigations, we determined that 34 (55%) participants acquired their Zika virus infection locally in Miami–Dade County. At follow-up, 45 (73%) patients had detectable Zika virus IgM, 12 (19%) had an equivocal result, and 5 (8%) were negative (all laboratory results provided in Appendix). Results by month since Zika virus symptom onset (Figure) showed that, overall, 39 (91%) of 43 specimens collected at 12–15 months postonset were IgM positive or equivocal, and 18 (95%) of 19 specimens collected at 16–19 months were positive or equivocal. No significant differences in IgM persistence were identified by age, gender, race/ethnicity, origin of infection, or time since illness onset (Table 2).
Figure

Zika virus IgM results for 62 participants in Miami–Dade County, Florida, USA, with PCR-confirmed Zika virus disease by follow-up specimen collection month.

Table 2

Demographic and clinical characteristics of enrolled participants in Miami–Dade County, Florida, USA, with PCR-confirmed Zika virus disease by Zika virus IgM antibody result 12–19 months after illness onset (n = 62)

CharacteristicZika virus IgM results 12–19 mo after symptom onset, no. (%)*
p value†
PositiveEquivocalNegative
Age group, y0.58
1–18, n = 22 (100)00
19–64, n = 5438 (71)12 (22)4 (7)
>65, n = 6
5 (83)
0
1 (17)

Sex0.30
M, n = 3225 (78)6 (19)1 (3)
F, n = 30
20 (67)
6 (20)
4 (13)

Race/ethnicity0.18
Non-Hispanic white, n = 1211 (92)1 (8)0
Non-Hispanic African American, n = 41 (25)2 (50)1 (25)
Hispanic, n = 4229 (69)9 (21)4 (10)
Unknown, n = 4
4 (100)
0
0

Main symptoms of Zika virus‡0.28
1 of 4, n = 21 (50)1 (50)0
2 of 4, n = 158 (54)5 (33)2 (13)
3 of 4, n = 3225 (78)4 (13)3 (9)
4 of 4, n = 13
11 (85)
2 (15)
0

Origin of infection0.52
Florida, n = 3424 (70)6 (18)4 (12)
Outside Florida, n = 2821 (75)6 (21)1 (4)

*All percentages are row percentages.
†A p-value <0.05 was considered statistically significant.
‡Main symptoms were defined as fever, maculopapular rash, arthralgia, and conjunctivitis.

Zika virus IgM results for 62 participants in Miami–Dade County, Florida, USA, with PCR-confirmed Zika virus disease by follow-up specimen collection month. *All percentages are row percentages.
†A p-value <0.05 was considered statistically significant.
‡Main symptoms were defined as fever, maculopapular rash, arthralgia, and conjunctivitis. All participants had Zika virus neutralizing antibodies at 12–19 months after their acute illness, and 39 (63%) had dengue virus neutralizing antibody titers at follow-up. Using a definition of positive or equivocal Zika virus IgM with confirmatory Zika virus neutralizing antibodies, 57 (92%) would have had a diagnosis of recent Zika virus or flavivirus infection on the basis of results from their follow-up specimens (Table 3). Overall, regardless of Zika virus IgM results, 45 (73%) of the PCR-confirmed cases had Zika virus neutralizing antibody titers that were >4-fold higher than dengue virus titers. However, substantial cross-reactivity in neutralizing antibodies was still observed; 12 (19%) patients had a <4-fold difference between Zika virus and dengue virus titers, and 5 (8%) had dengue virus titers that were >4-fold higher than Zika virus titers.
Table 3

Diagnostic test interpretations among participants with PCR-confirmed Zika virus disease in Miami–Dade County, Florida, USA, based on IgM and neutralizing antibody results 12–19 months after onset*

Test resultsNo. (%), n = 62Interpretation†
Zika virus IgM positive or equivocal, n = 57
Zika virus PRNT titer >10 and DENV PRNT titer <1021 (34)Recent Zika virus infection
Zika virus PRNT titer >4-fold higher than DENV PRNT titer21 (34)Recent flavivirus infection
<4-fold difference between Zika virus and DENV PRNT titers11 (18)Recent flavivirus infection
DENV PRNT titer >4-fold higher than Zika virus PRNT titer
4 (6)
Recent flavivirus infection
ZIKV IgM negative, n = 5
Zika virus PRNT titer >10 and Zika virus PRNT titer <102 (3)Previous Zika virus infection
Zika virus PRNT titer >4-fold higher than DENV PRNT titer1 (2)Previous flavivirus infection
<4-fold difference between Zika virus and DENV PRNT titers1 (2)Previous flavivirus infection
DENV PRNT titer >4-fold higher than Zika virus PRNT titer1 (2)Previous flavivirus infection

*DENV, dengue virus; PRNT, plaque reduction neutralization test.
†Recent Zika virus infection: Zika virus IgM positive or equivocal with a Zika virus PRNT titer ≥10 and dengue PRNT titer <10; recent flavivirus infection: Zika virus IgM positive or equivocal with a Zika virus PRNT titer >10 or dengue PRNT titer >10; previous Zika virus infection: Zika virus IgM negative with a Zika virus PRNT titer ≥10 and dengue PRNT titer <10; previous flavivirus infection: Zika virus IgM negative with a Zika virus PRNT titer >10 or dengue PRNT titer >10.

*DENV, dengue virus; PRNT, plaque reduction neutralization test.
†Recent Zika virus infection: Zika virus IgM positive or equivocal with a Zika virus PRNT titer ≥10 and dengue PRNT titer <10; recent flavivirus infection: Zika virus IgM positive or equivocal with a Zika virus PRNT titer >10 or dengue PRNT titer >10; previous Zika virus infection: Zika virus IgM negative with a Zika virus PRNT titer ≥10 and dengue PRNT titer <10; previous flavivirus infection: Zika virus IgM negative with a Zika virus PRNT titer >10 or dengue PRNT titer >10.

Discussion

These findings demonstrate that 73% of persons with PCR-confirmed symptomatic Zika virus disease still had positive IgM test results 12–19 months after their initial illness, and another 19% had equivocal results. Because all participants had Zika virus neutralizing antibodies, a high proportion (92%) would have had a recent Zika virus or flavivirus infection diagnosis on the basis of serologic testing performed at the follow-up time point. Current Zika virus testing guidance recommends Zika virus serologic diagnosis only for symptomatic patients with a clinically compatible Zika virus illness (). However, given the limited specificity of the clinical symptoms associated with Zika virus disease, the prolonged detection of Zika virus IgM presents a particular challenge for serologic diagnosis in pregnant women, given the importance of determining if the infection occurred during the current pregnancy, and complicates the diagnosis of new Zika virus infections in locations with known previous outbreaks. The prolonged detection of IgM after Zika virus infection is consistent with previous findings for related flaviviruses (–). In a study of patients with confirmed West Nile virus encephalitis, 9 (43%) of 21 patients had detectable IgM 300–400 days after onset of their acute illness, and 5 (42%) of 12 had IgM detected >500 days after onset (). Among asymptomatic blood donors with West Nile virus viremia detected on routine screening, IgM was still detected an average of 156 days (95% CI 70–423 days) after the viremic donation (). A similar finding was observed in a study looking at the immune response to yellow fever vaccine in adults, in which 29 (73%) of 40 persons had detectable levels of IgM 3–4 years postvaccination (). Serologic cross-reactivity has been demonstrated between Zika virus and related flaviviruses, including dengue virus, but the degree to which neutralizing antibody cross-reactivity limits the ability to identify the specific virus responsible for the current infection is unclear (,). One published report suggests that relative levels of neutralizing antibody titers can distinguish Zika virus from dengue virus infections, especially in specimens collected months after infection (). However, we found substantial neutralizing antibody cross-reactivity in >25% of specimens collected >1 year after symptom onset. These findings are subject to several limitations. This report presents data from a single follow-up specimen but how long IgM may persist after this timeframe remains unknown. We cannot exclude the possibility that some participants may have been reexposed to Zika virus or another flavivirus between their initial illness and follow-up testing. The timing of the follow-up specimen varied among the participants and was limited to 12–19 months following onset of Zika virus symptoms. This, coupled with the small number of specimens at some time points, prevented us from assessing possible trends in IgM persistence over time. The small sample size and lack of specimens from the acute illness also limited our ability to detect factors that may be associated with prolonged detection of IgM, including possible differences between primary and secondary infections. Our findings of prolonged IgM seropositivity are specific to the Centers for Disease Control and Prevention MAC-ELISA, which targets Zika virus premembrane and envelope glycoproteins; other IgM serologic assays targeting other proteins are currently available and may not produce comparable findings. Finally, because we enrolled only symptomatic disease case-patients, it is uncertain whether persons with asymptomatic infections would exhibit similar IgM persistence. These findings support data for other flaviviruses and suggest that a substantial proportion of persons with Zika virus disease will still have detectable IgM 1–2 years after their initial infection. The results highlight the complexity of using serologic diagnosis to determine the specific timing of a recent infection, which is particularly important for pregnant women and challenging for residents of areas with previous or ongoing Zika virus activity. As such, the findings further support the current recommendations to use nucleic acid amplification for screening asymptomatic pregnant women with ongoing possible Zika virus exposure (). Further study is needed to assess IgM persistence using other approved assays, determine the full duration of Zika virus IgM after infection, and evaluate possible differences in IgM duration following primary and secondary infections.

Appendix

Diagnostic test results for participants with PCR-confirmed Zika virus disease in Miami–Dade County, Florida, USA, 12–19 months after onset.
  21 in total

1.  Persistence of Zika Virus in Body Fluids - Final Report.

Authors:  Gabriela Paz-Bailey; Eli S Rosenberg; Kate Doyle; Jorge Munoz-Jordan; Gilberto A Santiago; Liore Klein; Janice Perez-Padilla; Freddy A Medina; Stephen H Waterman; Carlos Garcia Gubern; Luisa I Alvarado; Tyler M Sharp
Journal:  N Engl J Med       Date:  2017-02-14       Impact factor: 91.245

2.  Zika Virus.

Authors:  Lyle R Petersen; Denise J Jamieson; Margaret A Honein
Journal:  N Engl J Med       Date:  2016-06-29       Impact factor: 91.245

3.  Original antigenic sin in dengue.

Authors:  S B Halstead; S Rojanasuphot; N Sangkawibha
Journal:  Am J Trop Med Hyg       Date:  1983-01       Impact factor: 2.345

4.  Local Mosquito-Borne Transmission of Zika Virus - Miami-Dade and Broward Counties, Florida, June-August 2016.

Authors:  Anna Likos; Isabel Griffin; Andrea M Bingham; Danielle Stanek; Marc Fischer; Stephen White; Janet Hamilton; Leah Eisenstein; David Atrubin; Prakash Mulay; Blake Scott; Patrick Jenkins; Danielle Fernandez; Edhelene Rico; Leah Gillis; Reynald Jean; Marshall Cone; Carina Blackmore; Janet McAllister; Chalmers Vasquez; Lillian Rivera; Celeste Philip
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2016-09-30       Impact factor: 17.586

Review 5.  Diagnostic Testing for Zika Virus: a Postoutbreak Update.

Authors:  Elitza S Theel; D Jane Hata
Journal:  J Clin Microbiol       Date:  2018-03-26       Impact factor: 5.948

6.  Interim Guidance for Interpretation of Zika Virus Antibody Test Results.

Authors:  Ingrid B Rabe; J Erin Staples; Julie Villanueva; Kimberly B Hummel; Jeffrey A Johnson; Laura Rose; Susan Hills; Annemarie Wasley; Marc Fischer; Ann M Powers
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2016-06-03       Impact factor: 17.586

7.  Virus and antibody dynamics in acute west nile virus infection.

Authors:  Michael P Busch; Steven H Kleinman; Leslie H Tobler; Hany T Kamel; Philip J Norris; Irina Walsh; Jose L Matud; Harry E Prince; Robert S Lanciotti; David J Wright; Jeffrey M Linnen; Sally Caglioti
Journal:  J Infect Dis       Date:  2008-10-01       Impact factor: 5.226

Review 8.  Humoral cross-reactivity between Zika and dengue viruses: implications for protection and pathology.

Authors:  Lalita Priyamvada; William Hudson; Rafi Ahmed; Jens Wrammert
Journal:  Emerg Microbes Infect       Date:  2017-05-10       Impact factor: 7.163

9.  Lack of Durable Cross-Neutralizing Antibodies Against Zika Virus from Dengue Virus Infection.

Authors:  Matthew H Collins; Eileen McGowan; Ramesh Jadi; Ellen Young; Cesar A Lopez; Ralph S Baric; Helen M Lazear; Aravinda M de Silva
Journal:  Emerg Infect Dis       Date:  2017-05       Impact factor: 6.883

10.  Update: Interim Guidance for Health Care Providers Caring for Pregnant Women with Possible Zika Virus Exposure - United States (Including U.S. Territories), July 2017.

Authors:  Titilope Oduyebo; Kara D Polen; Henry T Walke; Sarah Reagan-Steiner; Eva Lathrop; Ingrid B Rabe; Wendi L Kuhnert-Tallman; Stacey W Martin; Allison T Walker; Christopher J Gregory; Edwin W Ades; Darin S Carroll; Maria Rivera; Janice Perez-Padilla; Carolyn Gould; Jeffrey B Nemhauser; C Ben Beard; Jennifer L Harcourt; Laura Viens; Michael Johansson; Sascha R Ellington; Emily Petersen; Laura A Smith; Jessica Reichard; Jorge Munoz-Jordan; Michael J Beach; Dale A Rose; Ezra Barzilay; Michelle Noonan-Smith; Denise J Jamieson; Sherif R Zaki; Lyle R Petersen; Margaret A Honein; Dana Meaney-Delman
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2017-07-28       Impact factor: 17.586

View more
  14 in total

1.  Risk factors for infection with chikungunya and Zika viruses in southern Puerto Rico: A community-based cross-sectional seroprevalence survey.

Authors:  Laura E Adams; Liliana Sánchez-González; Dania M Rodriguez; Kyle Ryff; Chelsea Major; Olga Lorenzi; Mark Delorey; Freddy A Medina; Jorge L Muñoz-Jordán; Grayson Brown; Marianyoly Ortiz; Stephen H Waterman; Vanessa Rivera-Amill; Gabriela Paz-Bailey
Journal:  PLoS Negl Trop Dis       Date:  2022-06-13

2.  Duration of West Nile Virus Immunoglobulin M Antibodies up to 81 Months Following West Nile Virus Disease Onset.

Authors:  J Erin Staples; Katherine B Gibney; Amanda J Panella; Harry E Prince; Alison J Basile; Janeen Laven; James J Sejvar; Marc Fischer
Journal:  Am J Trop Med Hyg       Date:  2022-04-11       Impact factor: 3.707

3.  The Specificity of the Persistent IgM Neutralizing Antibody Response in Zika Virus Infections among Individuals with Prior Dengue Virus Exposure.

Authors:  Amanda E Calvert; Kalanthe Horiuchi; Karen L Boroughs; Yee T Ong; Kimberly M Anderson; Brad J Biggerstaff; Mars Stone; Graham Simmons; Michael P Busch; Claire Y-H Huang
Journal:  J Clin Microbiol       Date:  2021-07-19       Impact factor: 5.948

4.  Dengue and Zika Virus Diagnostic Testing for Patients with a Clinically Compatible Illness and Risk for Infection with Both Viruses.

Authors:  Tyler M Sharp; Marc Fischer; Jorge L Muñoz-Jordán; Gabriela Paz-Bailey; J Erin Staples; Christopher J Gregory; Stephen H Waterman
Journal:  MMWR Recomm Rep       Date:  2019-06-14

5.  Zika Virus IgM 25 Months after Symptom Onset, Miami-Dade County, Florida, USA.

Authors:  Isabel Griffin; Stacey W Martin; Marc Fischer; Trudy V Chambers; Olga L Kosoy; Cynthia Goldberg; Alyssa Falise; Vanessa Villamil; Olga Ponomareva; Leah D Gillis; Carina Blackmore; Reynald Jean
Journal:  Emerg Infect Dis       Date:  2019-12       Impact factor: 6.883

6.  Performance of InBios ZIKV Detect™ 2.0 IgM Capture ELISA in two reference laboratories compared to the original ZIKV Detect™ IgM Capture ELISA.

Authors:  Alison Jane Basile; Jingning Ao; Kalanthe Horiuchi; Vera Semenova; Evelene Steward-Clark; Jarad Schiffer
Journal:  J Virol Methods       Date:  2019-06-07       Impact factor: 2.014

Review 7.  Mechanisms and evidence of vertical transmission of infections in pregnancy including SARS-CoV-2s.

Authors:  Aniza P Mahyuddin; Abhiram Kanneganti; Jeslyn J L Wong; Pooja S Dimri; Lin L Su; Arijit Biswas; Sebastian E Illanes; Citra N Z Mattar; Ruby Y-J Huang; Mahesh Choolani
Journal:  Prenat Diagn       Date:  2020-10-04       Impact factor: 3.242

Review 8.  Zoonosis: Update on Existing and Emerging Vector-Borne Illnesses in the USA.

Authors:  Sandra Lee Werner; Bhanu Kirthi Banda; Christopher Lee Burnsides; Alexander James Stuber
Journal:  Curr Emerg Hosp Med Rep       Date:  2019-08-13

9.  Provider Antibody Serology Study of Virus in the Emergency Room (PASSOVER) Study: Special Population COVID-19 Seroprevalence.

Authors:  Theodore W Heyming; Terence Sanger; Aprille Tongol; John Schomberg; Kellie Bacon; Bryan Lara
Journal:  West J Emerg Med       Date:  2021-04-09

10.  Maternal and neonatal outcomes related to Zika virus in pregnant women in Southern Vietnam: An epidemiological and virological prospective analysis.

Authors:  Rebecca Grant; Thao Thi Thanh Nguyen; Manh Huy Dao; Hang Thi Thu Pham; Géraldine Piorkowski; Tai Doan Tan Pham; Thang Minh Cao; Loan Thi Kim Huynh; Quan Hoang Nguyen; Linh Dang Khanh Vien; Frédéric Lemoine; Anna Zhukova; Dao Thi Nhu Hoang; Hung Thanh Nguyen; Nhu Tuan Nguyen; Lien Bich Le; Minh Nguyen Quang Ngo; Thai Chau Tran; Nhan Nguyen Thanh Le; Minh Ngoc Nguyen; Hai Thanh Pham; Tuyet Thi Diem Hoang; Thach Van Dang; Anh Thi Vu; Quyen Ngoc Truc Nguyen; Xavier de Lamballerie; Quang Duy Pham; Quang Chan Luong; Arnaud Fontanet
Journal:  Lancet Reg Health West Pac       Date:  2021-06-08
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.