Literature DB >> 24688297

Comparison of the in vivo and in vitro genotoxicity of glyphosate isopropylamine salt in three different organisms.

Carlos Alvarez-Moya1, Mónica Reynoso Silva1, Carlos Valdez Ramírez1, David Gómez Gallardo1, Rafael León Sánchez2, Alejandro Canales Aguirre3, Alfredo Feria Velasco4.   

Abstract

There is considerable controversy with regard to the genotoxicity of glyphosate, with some reports stating that this compound is non-toxic for fish, birds and mammals. In this work, we used the comet assay to examine the genotoxicity of glyphosate isopropylamine (0.7, 7, 70 and 700 μM) in human lymphocytes, erythrocytes of Oreochromis niloticus and staminal nuclei of Tradescantia (4430) in vitro and in vivo. Cells, nuclei and fish that had and had not been exposed to 5 mM N-nitrosodiethylamine (NDEA) were used as positive and negative controls, respectively. Significant (p < 0.01) genetic damage was observed in vivo and in vitro in all cell types and organisms tested. Human lymphocytes and Tradescantia hairs showed lower genetic damage in vivo compared to in vitro, possibly because of efficient metabolization of the herbicide. In O. niloticus erythrocytes, significant (p < 0.001) genotoxicity was observed at ≥ 7 μM, whereas in vitro, glyphosphate was genotoxic in human lymphocytes and Tradescantia hairs at ≥ 0.7 μM. These results indicate that glyphosate is genotoxic in the cells and organisms studied at concentrations of 0.7-7 μM.

Entities:  

Keywords:  DNA damage; comet assay; genotoxicity; glyphosate

Year:  2013        PMID: 24688297      PMCID: PMC3958316          DOI: 10.1590/s1415-47572014000100016

Source DB:  PubMed          Journal:  Genet Mol Biol        ISSN: 1415-4757            Impact factor:   1.771


Introduction

Glyphosate (N-(phosphonomethyl) glycine) is usually produced as glyphosate isopropylamine salt, one of the most widely used herbicides (Cox, 1998). The US Environmental Protection Agency (EPA) classified glyphosate as category E, indicating “evidence of no carcinogenicity for humans” (EPA, 1993) and, according to the US Forest Service (1997), glyphosate has no adverse effects in humans. Glyphosphate is also reportedly not genotoxic in soil microorganisms (Owczarek ; Busse ; Conner and Black, 2004; De Roos ; Dimitrov ). Chronic feeding studies of glyphosate have provided no evidence of a carcinogenic effect in mice or rats (Williams ). The risk of genotoxicity in humans is low in areas where glyphosate is applied for coca and poppy eradication (Bolognesi ), but an association with multiple myeloma has been suggested (De Roos ). In contrast, several studies using different tests have reported high genotoxicity for glyphosate (Sivikova and Dianovsky, 2006; Sparling ; Cavas and Könen, 2007; Alvarez ; Guilherme ), with the genotoxicity observed being related to the test system used (Zñiga, 2001), e.g., plants (Dimitrov ; Alvarez ; Truta ), fish (Cavas and Könen, 2007) and human cells (De Roos ; Bolognesi ) are reportedly very sensitive to glyphosate. Comparisons between the cells of different organisms in vivo and in vitro using the comet assay system can be important in assessing the genotoxicity of glyphosate. The comet assay system, which was first used in human lymphocytes, is very efficient in detecting genotoxicity (Singh ) because it allows the visualization of damage directly in the genetic material of individual cells. This test has also been used in plants and fish (Koppen and Verschaeve, 1996; Alvarez ; Guilherme ). In this study, the genotoxicity of glyphosate was assessed by applying the comet assay to Tradescantia (clone 4430) staminal nuclei, tilapia (Oreochromis niloticus) erythrocytes and human lymphocytes. The findings in the latter cells were compared with the genetic damage in lymphocytes from workers occupationally exposed to glyphosate based on data from a previous report (Paz-y-Miño ).

Materials and Methods

Chemicals

Glyphosate (N-(phosphonomethyl)-glycine), 96% (CAS No. 1071-83-6, lot 09816 PE) was obtained from Aldrich Chemical Co. (St. Louis, MO, USA) (Cox, 1995). The concentrations tested were 0.7, 7, 70 and 700 μM, with 5 mM N-nitrosodiethylamine (NDEA, CAS No. 55-18-5) being used as a positive control. These concentrations were used in a previous investigation (Alvarez ).

Organisms studied

For each concentration, eight tilapia (O. niloticus) and 30 Tradescantia plants were studied, in addition to the corresponding negative and positive controls, in vivo and in vitro. In the case of human lymphocytes in vitro, cells from eight individuals were also used. Paz-y-Miño studied the direct effect of glyphosate in occupationally exposed humans. Their study was done in similar conditions to ours with respect to the control groups. Blood samples were tested using the alkaline comet assay as described (Singh ; Paz-y-Miño ). Comets were analyzed on a Zeiss fluorescence microscope fitted with a 50 W mercury lamp and an excitation filter of 515–560 nm. While the above cited authors used a calibrated ocular micrometer, we used a comet assay program. Nonetheless, the use of either method did not affect the final tail length measurements because the comparison was in microns.

Preparation of cells and nuclei

For the preparation of human lymphocytes, peripheral blood samples were obtained from a finger puncture in young students who initially responded to a questionnaire to rule out exposure to genotoxic agents. Individuals on medical treatment, smokers, drug users and inhabitants of the contaminated area of Guadalajara, Jalisco, Mexico were excluded from the study. Each blood sample was placed in a test tube containing 3 mL of phosphate-buffered saline (PBS; 160 mM NaCl, 8 mM Na2HPO4,4mM NaH2PO4 and 50 mM EDTA; pH 7) and immediately centrifuged at 3000 rpm for 5 min. The supernatant was removed and the pellet was resuspended in phosphate buffer and immediately stored at 4 °C until used. Tilapia erythrocytes were from blood collected from specimens 10 ± 3 cm in length obtained from Banco Nacional Genómico de Tilapia Oreochromis niloticus. The fish were acclimatized in 5000 L aquaria under a natural photoperiod in aerated, recirculating tap water, with the following physicochemical conditions: salinity 0, temperature 20 ± 1 °C, pH 7.3 ± 0.2 and dissolved oxygen 8.1 ± 0.5 mg/L. During this period, the fish were fed with fish roe every other day. The experiment was done in 20 L aquaria, in static mode. The fish were deprived of food for one day before the experiment and during the experimental period. Thirty-two fish were divided into four aquaria (groups of eight fish per treatment) and exposed to different concentrations of Roundup® (Monsanto; Roundup is the trademark name for a glyphosphate product) (in vivo treatment). Another two aquaria with clean water served as a negative control and positive control (5 mM NDEA). Each glyphosate concentration was tested during a 20 h exposure and there was no mortality at any of the concentrations. After each exposure, 0.5 mL of erythrocytes was obtained by branchial puncture and the cells then washed and centrifuged in ice-cold PBS, as mentioned for human lymphocytes. Cell viability was assessed with the Trypan Blue test using 20 mL of peripheral blood lymphocytes and 20 mL of circulating erythrocyte suspension. The mean percentage viability for each group was > 89%. Tradescantia (clone 4430, a T. subacaulis X T. hirsutiflora hybrid that is highly sensitive to environmental mutagens) was used to prepare stamen nuclei. The plants were grown under controlled conditions, at a daytime temperature of 22 °C and night-time temperature of 16–18 °C. For each concentration, 30 inflorescences (∼10 flowers containing 1500–3000 stamen hairs) were immersed for 3 h in 250 mL of the desired concentration of glyphosate isopropylamine salt (in vivo study). The same number of inflorescences and time interval were used for the negative and positive controls (Hoaglands solution and 5 mM NDEA, respectively). The experiment was done in duplicate. After treatment, the inflorescences were washed with distilled water and placed in Hoagland’s solution. On day 6 after treatment (the point at which the mutation became evident (Underbrink ), indicating that it had not been repaired), the stamen nuclei from treated plants were used for the comet assay and were separated according to Alvarez . For the in vitro study, stamen nuclei from ten flowers of untreated plants for each experimental condition were placed in a cold mortar with 500 μL of Honda buffer (0.44 M sucrose, 2.5% Ficoll (type 400), 5% Dextran T-40, 25 mM Tris-HCl (pH 8.5), 10 mM MgCl2, 10 mM β-mercaptoethanol and 2.5% Triton X-100) and homogenized for 2 min, after which the mixture was filtered through a nylon mesh (80 μm). The nuclei were separated by centrifugation (3000 rpm, 4 °C, 5 min) and washed three times in 5 mL of wash solution (0.4 M sucrose, 50 mM Tris base and 5 mM MgCl2, pH 8.5), re-suspended in 200 μL of the same solution and stored at −20 °C until electrophoresis (Alvarez ). Slides of Tradescantia nuclei, fish erythrocytes and human lymphocytes were prepared according to Singh . Slides with nuclei from untreated plants were exposed to each concentration of glyphosate isopropylamine salt for 3 h at 25°C, washed three times with distilled water and then stored at 4 °C to prevent repair of the induced damage. Other slides with nuclei from cells that had or had not been exposed to 5 mM NDEA were used as positive and negative controls, respectively. Slides with stamen nuclei from treated plants (in vivo experiment) were also prepared. Slides of human lymphocytes and fish erythrocytes from the in vitro experiments were exposed to each concentration of glyphosate isopropylamine salt for 20 h at 25 °C, washed and then stored at 4 °C, as described above. Slides of cells that had or had not been exposed to NDEA were used as positive and negative controls, respectively. Cells from fish that had or had not been exposed to 5 mM NDEA were used as positive and negative controls, respectively, in the in vivo experiments. The entire experiment was repeated twice.

Comet assay

The nuclei from Tradescantia stamens and human lymphocytes were used in the comet assay, as described by Singh and Alvarez . The slides were immersed in lysis buffer (2.5 M NaCl, 100 mM Na2EDTA, 10 mM Tris-HCl, 1% sodium lauryl sarcosine, 1% Triton X-100 and 10% DMSO, pH 10) for 20 h at 4 °C to ensure nuclear lysis and then placed in a horizontal electrophoresis system with a high pH buffer (30 mM NaOH, 1mM Na2EDTA, pH 13) for 45 min to allow DNA unfolding before electrophoresis for 20 min (Tradescantia nuclei and human lymphocytes) or 10 min (fish erythrocytes) at 1.0 V/cm with an amperage of ∼300 mA. The same electrophoretic unit and power supply were used throughout the study (Hartmann ). All of the steps described above were done under yellow light to prevent additional changes to the DNA. After electrophoresis, the slides were gently washed to remove the alkaline solution and then immersed in neutralization buffer (0.4 M Tris base, pH 7.5) for 5 min. The gels were stained with ethidium bromide (100 μL at 20 μg/mL) for 3 min and then rinsed three times with distilled water. The preparation was subsequently covered with a coverslip and the slides were examined by fluorescence microscopy using a light microscope equipped with a 515–560 nm excitation filter. Nuclei and cells were observed at 10X magnification and tail length during migration was determined by using Comet assay software based on published protocols (Hartmann ). Approximately 50 cells or nuclei per slide and two slides for each experimental point and controls were evaluated.

Data analysis

The results were expressed as the mean ± SD and were analyzed by one-way analysis of variance (ANOVA) using the CoStat program (Ma ). All experimental groups were compared with the corresponding negative control using the Dunnett test. Fifty cells were used for all organisms. For Tradescantia, the number of hairs/nuclei tested in the treatments varied from 50 to 250, depending on flower availability. A value of p ≤ 0.05 indicated significance.

Results

Comet assay of human lymphocytes

Figure 1 shows that the migration (tail length) of human lymphocyte DNA in the comet assay increased with the concentration of glyphosate and was generally proportional to the latter. The responses to different concentrations of glyphosate differed significantly among themselves (p < 0.0001, ANOVA) and were significantly different from the negative and positive controls (p ≤ 0.01, Dunnett test).
Figure 1

Tail length in human lymphocytes exposed to different concentrations of isopropylamine glyphosate. The diagonal line indicates the relationship between glyphosate concentration and tail length in micrometers (μc). NDEA5 - 5 mM N-nitrosodiethylamine. Negative control (C-). The values above the columns are the mean ± SD (n = 8). Tail length μc.

Comet assay of O. niloticus erythrocytes

Figure 2 shows the comet assay results for tilapia erythrocytes exposed to different concentrations of glyphosate isopropylamine salt in vitro and in vivo. When tested in vitro, the increase in DNA migration was proportional to the glyphosate concentration (p ≤ 0.001), although no genotoxicity was observed at 0.0007 mM. The responses to different concentrations of glyphosate differed significantly among themselves (p < 0.0001, ANOVA) and were significantly different from the negative and positive controls (p ≤ 0.01, Dunnett test). Glyphosate was also genotoxic to fish erythrocytes in vivo (p ≤ 0.001), but the response was not concentration-dependent.
Figure 2

Tail lengths of O. niloticus erythrocytes exposed to different concentrations of isopropylamine glyphosate in vitro and in vivo. The diagonal line and horizontal line indicate the relationship between glyphosate concentration and tail length in the in vivo and in vitro studies, respectively. C- and C+ - negative and positive controls, respectively. The values above the columns are the mean ± SD (n = 8). Tail length (μc).

Comet assay of Tradescantia stamen nuclei

The comet assay results for Tradescantia stamen nuclei exposed to glyphosate in vitro and in vivo are shown in Figure 3. In vitro, there was a positive relationship between the glyphosate concentration and the increase in DNA migration (at glyphosate concentrations of 0.0007 to 0.07 mM); there were also significant differences (p ≤ 0.0001) among the responses to these three concentrations of glyphosate, and between all glyphosate concentrations and the negative control (p ≤ 0.01). Although glyphosate was also significantly (p ≤ 0.05) genotoxic in vivo, this response was not proportional to the concentration tested and was significantly lower than that observed in vitro.
Figure 3

Tail lengths of stamen nuclei from Tradescantia inflorescences exposed to different concentrations of isopropylamine glyphosate in vitro and in vivo. The lines indicate the relationship between glyphosate concentration and tail length in the in vivo and in vitro studies. C- and C+ -negative and positive controls, respectively. The values above the columns are the mean ± SD (n = 30). Tail length (μc).

Table 1 compares the genotoxicity of glyphosate in human lymphocytes, O. niloticus erythrocytes and Tradescantia (clone 4430) stamen nuclei in vivo and in vitro. Glyphosate was clearly genotoxic in all cases.
Table 1

Comparison of the genotoxicity of glyphosate in human lymphocytes in vitro and O. niloticus erythrocytes and Tradescantia stamen nuclei (clone 4430) in vivo and in vitro.

Human cellsO. niloticus blood cellsTradescantia (clone 4430) stamen nuclei
In vitro exposed cellsIn vivo exposed fishesIn vitro exposed cellsIn vivo exposed Tradescantia plantsIn vitro exposed nuclei
PEPEPEPEPE

PE - positive effect.

Discussion

The comet assay is a valuable and sensitive tool for detecting genetic damage in individual cells (Singh ). Alvarez reported a protocol that simplifies this assay in Tradescantia stamen nuclei. Genetic damage induced by glyphosate has been reported (Mañas ; Vera-Candioti ) and the comet assay has been used to demonstrate genotoxicity in fish hepatic cells and Tradescantia nuclei (Alvarez ; Guilherme ). Although the evidence of glyphosate genotoxicity or carcinogenicity from in vitro and animal studies is poor (De Roos ), a few epidemiological reports have indicated potential health effects (De Roos ). In this study, the comet assay clearly showed that glyphosate was genotoxic in the cells examined. Since the in vivo effect of glyphosate in humans was not examined in this work, we compared the data from a study of the direct effect of glyphosate in occupationally exposed humans (Paz-y-Miño ) with the effect of direct exposure of human lymphocytes to glyphosate observed here. As shown in Table 2, glyphosate was genotoxic in both studies. The tail length was very similar in both cases and there was a positive relationship between genotoxicity and glyphosate concentration/dose.
Table 2

Comparison between human lymphocytes from persons occupationally exposed to glyphosate (Paz-y-Miño ) and human lymphocytes exposed directly to various concentrations of the compound.

Study in vivo (Paz-y-Miño et al., 2007)mMTail length (μc)
Individuals exposed35.5 ± 6.4
Individuals not exposed25.9 ± 0.6
Study in vitro (present study)
Lymphocytes exposed0.751.0 ± 10.4
0.0748.9 ± 9.2
0.00742.3 ± 8.6
0.000742.9 ± 8.6
Lymphocytes not exposed20.4 ± 4.1

The values are the mean ± SD (n = 8).

The high genotoxicity of glyphosate in human lymphocytes, Tradescantia nuclei and fish erythrocytes in vitro may be indicative of direct DNA damage (Kirkland, 1998; Torstensson ; Alvarez ). The genotoxicity of glyphosate was lower in vivo than in vitro, perhaps because of efficient herbicide degradation in the former situation. This generalization did not apply to erythrocytes of O. niloticus since these fish were particularly sensitive to glyphosate, perhaps because of poor herbicide metabolism; this finding could also explain the lack of concentration-dependent genetic damage. Glyphosate has previously been reported to cause DNA damage in liver cells of Anguila anguila (Guilherme ) but differently, Oreochromis niloticus erythrocytes showed to be more susceptible to lower concentration. Rank investigated the potential genotoxicity of glyphosate in A. cepa. The anaphase-telophase Allium test showed that glyphosate significantly increased the genetic damage at concentrations of 1.44 mg/mL and 2.88 mg/mL. Our results suggest that the minimal concentration for glyphosate genotoxicity was close to 0.0007 mM (118 μg/L), although genotoxicity may start at even lower concentrations. This finding agrees with other studies that have tested similar concentrations, e.g., 58–116 μg/L (Alvarez ; Guilherme ). However, high concentrations have been reported by Kültigin et al. (2011) (100–500 mg/L) and Prasad (25–50 mg/L). The selection of an adequate bioassay to detect genotoxicity is a very important factor in obtaining useful results (Zñiga, 2001). In the present study, the comet assay was clearly sufficiently sensitive to detect the genotoxicity of glyphosate isopropylamine in cells and nuclei of different organisms. In conclusion, our results indicate that glyphosate is genotoxic, depending on the time and concentration used, as reported by Poletta . Given the extensive use of this herbicide, it is clear that glyphosate has a potential risk for a variety of organisms, including humans.
  24 in total

1.  Recommendations for conducting the in vivo alkaline Comet assay. 4th International Comet Assay Workshop.

Authors:  A Hartmann; E Agurell; C Beevers; S Brendler-Schwaab; B Burlinson; P Clay; A Collins; A Smith; G Speit; V Thybaud; R R Tice
Journal:  Mutagenesis       Date:  2003-01       Impact factor: 3.000

2.  Comparative genotoxicity of the herbicides Roundup, Stomp and Reglone in plant and mammalian test systems.

Authors:  Boyan D Dimitrov; Polina G Gadeva; Donka K Benova; Maria V Bineva
Journal:  Mutagenesis       Date:  2006-09-23       Impact factor: 3.000

3.  Genotoxicity testing of the herbicide Roundup and its active ingredient glyphosate isopropylamine using the mouse bone marrow micronucleus test, Salmonella mutagenicity test, and Allium anaphase-telophase test.

Authors:  J Rank; A G Jensen; B Skov; L H Pedersen; K Jensen
Journal:  Mutat Res       Date:  1993-06       Impact factor: 2.433

4.  Chromosome aberration testing in genetic toxicology-past, present and future.

Authors:  D Kirkland
Journal:  Mutat Res       Date:  1998-08-03       Impact factor: 2.433

5.  Toxicity of glyphosate as Glypro and LI700 to red-eared slider (trachemys scripta elegans) embryos and early hatchlings.

Authors:  Donald W Sparling; Cole Matson; John Bickham; Paige Doelling-Brown
Journal:  Environ Toxicol Chem       Date:  2006-10       Impact factor: 3.742

6.  Evaluation of Roundup-induced toxicity on genetic material and on length growth of barley seedlings.

Authors:  Elena Truta; Gabriela Vochita; Craita Maria Rosu; Maria-Magdalena Zamfirache; Zenovia Olteanu
Journal:  Acta Biol Hung       Date:  2011-09

7.  Influence of climatic and edaphic factors on persistence of glyphosate and 2,4-D in forest soils.

Authors:  N T Torstensson; L N Lundgren; J Stenström
Journal:  Ecotoxicol Environ Saf       Date:  1989-10       Impact factor: 6.291

8.  Biomonitoring of genotoxic risk in agricultural workers from five colombian regions: association to occupational exposure to glyphosate.

Authors:  C Bolognesi; G Carrasquilla; S Volpi; K R Solomon; E J P Marshall
Journal:  J Toxicol Environ Health A       Date:  2009

9.  Detection of cytogenetic and DNA damage in peripheral erythrocytes of goldfish (Carassius auratus) exposed to a glyphosate formulation using the micronucleus test and the comet assay.

Authors:  Tolga Cavaş; Serpil Könen
Journal:  Mutagenesis       Date:  2007-04-10       Impact factor: 3.000

10.  Clastogenic effects of glyphosate in bone marrow cells of swiss albino mice.

Authors:  Sahdeo Prasad; Smita Srivastava; Madhulika Singh; Yogeshwer Shukla
Journal:  J Toxicol       Date:  2008-12-15
View more
  8 in total

1.  Occupational and life-style factors-acquired mutagenicity in agric-workers of northeastern Brazil.

Authors:  Tatiana Vieira Souza Chaves; Muhammad Torequl Islam; Manoel Odoríco de Moraes; Marcus Vinícius Oliveira Barros de Alencar; Débora Cássia Vieira Gomes; Rodrigo Mendes de Carvalho; Sharbel Weider Maluf; Fabrício Pires de Moura do Amaral; Márcia Fernanda Correia Jardim Paz; Gilberto Santos Cerqueira; Hercília Maria Lins Rolim; João Marcelo de Castro E Sousa; Ana Amélia de Carvalho Melo-Cavalcante; Maria Elisabete Amaral de Moraes
Journal:  Environ Sci Pollut Res Int       Date:  2017-05-16       Impact factor: 4.223

2.  Effects of low doses of glyphosate on DNA damage, cell proliferation and oxidative stress in the HepG2 cell line.

Authors:  Vilena Kašuba; Mirta Milić; Ružica Rozgaj; Nevenka Kopjar; Marin Mladinić; Suzana Žunec; Ana Lucić Vrdoljak; Ivan Pavičić; Ana Marija Marjanović Čermak; Alica Pizent; Blanka Tariba Lovaković; Davor Želježić
Journal:  Environ Sci Pollut Res Int       Date:  2017-06-30       Impact factor: 4.223

3.  In vitro evaluation of genomic damage induced by glyphosate on human lymphocytes.

Authors:  Alfredo Santovito; Stefano Ruberto; Claudio Gendusa; Piero Cervella
Journal:  Environ Sci Pollut Res Int       Date:  2018-10-15       Impact factor: 4.223

4.  Antigenotoxic Effect of Ascorbic Acid and Resveratrol in Erythrocytes of Ambystoma mexicanum, Oreochromis niloticus and Human Lymphocytes Exposed to Glyphosate.

Authors:  Carlos Alvarez-Moya; Alexis Gerardo Sámano-León; Mónica Reynoso-Silva; Rafael Ramírez-Velasco; Mario Alberto Ruiz-López; Alma Rosa Villalobos-Arámbula
Journal:  Curr Issues Mol Biol       Date:  2022-05-17       Impact factor: 2.976

5.  Micronucleus Formation Induced by Glyphosate and Glyphosate-Based Herbicides in Human Peripheral White Blood Cells.

Authors:  Károly Nagy; Roba Argaw Tessema; István Szász; Tamara Smeirat; Alaa Al Rajo; Balázs Ádám
Journal:  Front Public Health       Date:  2021-05-24

Review 6.  Is it time to reassess current safety standards for glyphosate-based herbicides?

Authors:  Laura N Vandenberg; Bruce Blumberg; Michael N Antoniou; Charles M Benbrook; Lynn Carroll; Theo Colborn; Lorne G Everett; Michael Hansen; Philip J Landrigan; Bruce P Lanphear; Robin Mesnage; Frederick S Vom Saal; Wade V Welshons; John Peterson Myers
Journal:  J Epidemiol Community Health       Date:  2017-03-20       Impact factor: 3.710

7.  Screening of Pesticides with the Potential of Inducing DSB and Successive Recombinational Repair.

Authors:  Karen Suárez-Larios; Ana-María Salazar-Martínez; Regina Montero-Montoya
Journal:  J Toxicol       Date:  2017-10-10

8.  Roundup causes embryonic development failure and alters metabolic pathways and gut microbiota functionality in non-target species.

Authors:  Antonio Suppa; Jouni Kvist; Xiaojing Li; Vignesh Dhandapani; Hanan Almulla; Antoine Y Tian; Stephen Kissane; Jiarui Zhou; Alessio Perotti; Hayley Mangelson; Kyle Langford; Valeria Rossi; James B Brown; Luisa Orsini
Journal:  Microbiome       Date:  2020-12-15       Impact factor: 14.650

  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.