1
|
Akbar A, Al-Momin S, Kishk M, Al-Ateeqi A, Shajan A, Rahmeh R. Draft genome sequence data of Enterococcus faecium R9, a multiple enterocins-producing strain. Data Brief 2023; 48:109151. [PMID: 37128584 PMCID: PMC10148084 DOI: 10.1016/j.dib.2023.109151] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 04/02/2023] [Accepted: 04/06/2023] [Indexed: 05/03/2023] Open
Abstract
Food contamination by pathogens results in serious health problems and economic losses. Chemical food preservatives pose a risk to human health when used in food preservation. To increase the shelf life of the products and prevent spoilage, the dairy sector is considering natural preservatives such the ribosomally synthesized peptides, bacteriocins. Here we present the draft genome sequence of Enterococcus faecium strain R9 producing three bacteriocins isolated from raw camel milk. These bacteriocins showed valuable technological properties, such as sensitivity to proteolytic enzymes, heat stability, and wide range of pH tolerance. The 2 × 250 bp paired end reads sequencing was performed on Illumina HiSeq 2500 sequencing. The genome sequence consisted of 3,598,862 bases, with a GC content of 37.94% bases. The number of raw reads was 4,670,510, and the assembly N50 score was 65,355 bp with a 310.28 average coverage. A total of 3,086 coding sequences (CDSs) was predicted with 2,126 CDSs with a known function and 127 with a signal peptide. Annotation of the genome sequence revealed bacteriocins encoding genes, namely, enterocin B, enterocin P, and two-component enterocin X (X-alfa and X-beta subunits). These enterocins are beneficial for controlling Listeria monocytogenes in the food industry. Genome sequence of Enterococcus faecium R9 has been deposited at the gene bank under BioSample accession number JALJED000000000 and are available in Mendeley Data [1].
Collapse
|
2
|
Habibi N, Uddin S, Behbehani M, Kishk M, Abdul Razzack N, Zakir F, Shajan A. Antibiotic Resistance Genes in Aerosols: Baseline from Kuwait. Int J Mol Sci 2023; 24:ijms24076756. [PMID: 37047728 PMCID: PMC10095457 DOI: 10.3390/ijms24076756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 03/26/2023] [Accepted: 03/27/2023] [Indexed: 04/14/2023] Open
Abstract
Antimicrobial resistance (AMR) is one of the biggest threats to human health worldwide. The World Health Organization (WHO, Geneva, Switzerland) has launched the "One-Health" approach, which encourages assessment of antibiotic-resistant genes (ARGs) within environments shared by human-animals-plants-microbes to constrain and alleviate the development of AMR. Aerosols as a medium to disseminate ARGs, have received minimal attention. In the present study, we investigated the distribution and abundance of ARGs in indoor and outdoor aerosols collected from an urban location in Kuwait and the interior of three hospitals. The high throughput quantitative polymerase chain reaction (HT-qPCR) approach was used for this purpose. The results demonstrate the presence of aminoglycoside, beta-lactam, fluoroquinolone, tetracycline, macrolide-lincosamide-streptogramin B (MLSB), multidrug-resistant (MDR) and vancomycin-resistant genes in the aerosols. The most dominant drug class was beta-lactam and the genes were IMP-2-group (0.85), Per-2 group (0.65), OXA-54 (0.57), QnrS (0.50) and OXA-55 (0.55) in the urban non-clinical settings. The indoor aerosols possessed a richer diversity (Observed, Chao1, Shannon's and Pielou's evenness) of ARGs compared to the outdoors. Seasonal variations (autumn vs. winter) in relative abundances and types of ARGs were also recorded (R2 of 0.132 at p < 0.08). The presence of ARGs was found in both the inhalable (2.1 µm, 1.1 µm, 0.7 µm and < 0.3 µm) and respirable (>9.0 µm, 5.8 µm, 4.7 µm and 3.3 µm) size fractions within hospital aerosols. All the ARGs are of pathogenic bacterial origin and are hosted by pathogenic forms. The findings present baseline data and underpin the need for detailed investigations looking at aerosol as a vehicle for ARG dissemination among human and non-human terrestrial biota.
Collapse
Affiliation(s)
- Nazima Habibi
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Saif Uddin
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Montaha Behbehani
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Mohamed Kishk
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Nasreem Abdul Razzack
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Farhana Zakir
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Anisha Shajan
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| |
Collapse
|
3
|
Habibi N, Uddin S, Al-Sarawi H, Aldhameer A, Shajan A, Zakir F, Abdul Razzack N, Alam F. Metagenomes from Coastal Sediments of Kuwait: Insights into the Microbiome, Metabolic Functions and Resistome. Microorganisms 2023; 11:microorganisms11020531. [PMID: 36838497 PMCID: PMC9960530 DOI: 10.3390/microorganisms11020531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 02/03/2023] [Accepted: 02/17/2023] [Indexed: 02/22/2023] Open
Abstract
Coastal sediments in the proximity of wastewater and emergency outfalls are often sinks of pharmaceutical compounds and other organic and inorganic contaminants that are likely to affect the microbial community. The metabolites of these contaminants affect microbial diversity and their metabolic processes, resulting in undesirable effects on ecosystem functioning, thus necessitating the need to understand their composition and functions. In the present investigation, we studied the metagenomes of 12 coastal surface sediments through whole genome shot-gun sequencing. Taxonomic binning of the genes predicted about 86% as bacteria, 1% as archaea, >0.001% as viruses and Eukaryota, and 12% as other communities. The dominant bacterial, archaeal, and fungal genera were Woeseia, Nitrosopumilus, and Rhizophagus, respectively. The most prevalent viral families were Myoviridae and Siphoviridae, and the T4 virus was the most dominant bacteriophage. The unigenes further aligned to 26 clusters of orthologous genes (COGs) and five carbohydrate-active enzymes (CAZy) classes. Glycoside hydrolases (GH) and glycoside transferase (GT) were the highest-recorded CAzymes. The Kyoto Encyclopedia of Genes and Genomes (KEGG) level 3 functions were subjugated by purine metabolism > ABC transporters > oxidative phosphorylation > two-component system > pyrimidine metabolism > pyruvate metabolism > quorum sensing > carbon fixation pathways > ribosomes > and glyoxalate and dicarboxylate metabolism. Sequences allying with plasmids, integrons, insertion sequences and antibiotic-resistance genes were also observed. Both the taxonomies and functional abundances exhibited variation in relative abundances, with limited spatial variability (ANOVA p > 0.05; ANOSIM-0.05, p > 0.05). This study underlines the dominant microbial communities and functional genes in the marine sediments of Kuwait as a baseline for future biomonitoring programs.
Collapse
Affiliation(s)
- Nazima Habibi
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
- Correspondence:
| | - Saif Uddin
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Hanan Al-Sarawi
- Environment Public Authority, Fourth Ring Road, Shuwaikh Industrial 70050, Kuwait
| | - Ahmed Aldhameer
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Anisha Shajan
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Farhana Zakir
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Nasreem Abdul Razzack
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| | - Faiz Alam
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Safat 13109, Kuwait
| |
Collapse
|
4
|
Habibi N, Al Salameen F, Vyas N, Rahman M, Kumar V, Shajan A, Zakir F, Razzack NA, Al Doaij B. Genome survey and genetic characterization of Acacia pachyceras O. Schwartz. Front Plant Sci 2023; 14:1062401. [PMID: 36875582 PMCID: PMC9979705 DOI: 10.3389/fpls.2023.1062401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
Acacia pachyceras O. Schwartz (Leguminoseae), a woody tree growing in Kuwait is critically endangered. High throughput genomic research is immediately needed to formulate effective conservation strategies for its rehabilitation. We therefore, performed a genome survey analysis of the species. Whole genome sequencing generated ~97 Gb of raw reads (92x coverage) with a per base quality score above Q30. The k-mer analysis (17 mer) revealed its genome to be 720Mb in size with an average guanine-cytosine (GC) ratio of 35%. The assembled genome was analyzed for repeat regions (45.4%-interspersed repeats; 9%-retroelements; 2%-DNA transposons). BUSCO assessment of completeness of genome identified 93% of assembly to be complete. Gene alignments in BRAKER2 yielded 34,374 transcripts corresponding to 33,650 genes. Average length of coding sequences and protein sequences were recorded as 1,027nts and 342aa, respectively. GMATA software filtered a total of 901,755 simple sequence repeats (SSRs) regions against which 11,181 unique primers were designed. A subset of 110 SSR primers were PCR validated and demonstrated for its application in genetic diversity analysis of Acacia. The SSR primers successfully amplified A. gerrardii seedlings DNA depicting cross transferability among species. The principal coordinate analysis and the split decomposition tree (bootstrapping runs of 1000 replicates) distributed the Acacia genotypes into two clusters. The flow cytometry analysis revealed the A. pachyceras genome to be polyploid (6x). The DNA content was predicted as 2.46 pg, 1.23 pg, and 0.41 pg corresponding to 2C DNA, 1C DNA and 1Cx DNA, respectively. The results provide a base for further high throughput genomic studies and molecular breeding for its conservation.
Collapse
Affiliation(s)
- Nazima Habibi
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Fadila Al Salameen
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Nishant Vyas
- Department of Immunology, Logical Life Sciences, Pune, India
| | - Muhammad Rahman
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Vinod Kumar
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Anisha Shajan
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Farhana Zakir
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Nasreem Abdul Razzack
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| | - Bashayer Al Doaij
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait, Kuwait
| |
Collapse
|
5
|
Kumar V, Sugumaran K, Al-Roumi A, Shajan A. De-novo transcriptome assembly and analysis of lettuce plants grown under red, blue or white light. Sci Rep 2022; 12:22477. [PMID: 36577773 PMCID: PMC9797559 DOI: 10.1038/s41598-022-26344-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 12/13/2022] [Indexed: 12/29/2022] Open
Abstract
Lettuce (Lactuca sativa) is grown in various parts of the world for use as a leafy vegetable. Although the use of light-emitting diode (LED) in controlled plant production systems has been successfully used to enhance nutritional quality and plant growth efficiently, the molecular basis of lettuce's response to varying light spectra is not studied. Using next-generation sequencing, we have analyzed the transcriptomes of leaf lettuce (Lactuca sativa var. 'New Red Fire') grown hydroponically in a modular agricultural production system under three different types of LED lighting: red, blue, and white light. Illumina HiSeq sequencing platform was used to generate paired-end sequence reads (58 Gb raw and 54 Gb clean data) of the transcriptome of lettuce leaves exposed to varying light spectra. The de novo assembled final transcriptome contained 74,096 transcripts. Around 53% and 39% of the assembled transcripts matched to the UniProt and RefSeq RNA sequences, respectively. The validation of the differentially expressed transcripts using RT-qPCR showed complete agreement with RNA-Seq data for 27 transcripts. A comparison of the blue versus red light treatments showed the highest number of significantly differentially expressed transcripts. Among the transcripts significantly up-regulated in blue-light-exposed leaves compared to white-light-exposed leaves, ~ 26% were involved in the 'response to stress'. Among the transcripts significantly upregulated under red light compared to white light, ~ 6% were associated with 'nucleosome assembly' and other processes, such as 'oxidation-reduction process' and 'response to water deprivation' were significantly enriched. Thus, the result from the current study provides deeper insights into differential gene expression patterns and associated functional aspects under varying light qualities.
Collapse
Affiliation(s)
- Vinod Kumar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait.
| | - Krishnakumar Sugumaran
- Desert Agriculture and Ecosystems Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Amwaj Al-Roumi
- Desert Agriculture and Ecosystems Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Anisha Shajan
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| |
Collapse
|
6
|
Rahmeh R, Akbar A, Alomirah H, Kishk M, Al-Ateeqi A, Shajan A, Alonaizi T, Esposito A. Assessment of mastitis in camel using high-throughput sequencing. PLoS One 2022; 17:e0278456. [PMID: 36476716 PMCID: PMC9728900 DOI: 10.1371/journal.pone.0278456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 11/17/2022] [Indexed: 12/12/2022] Open
Abstract
Camel milk is recognized as a functional food with significant economic value. Mastitis is one of the most common and costly diseases in the dairy industry. Mastitis, which is caused by pathogens such as bacteria, viruses, fungi, and algae, has an impact on the quality and quantity of milk produced as well as animal health and welfare. There is a paucity of data on the etiological factors that cause camel mastitis. This study reports the bacterial and fungal community involved in clinical camel mastitis using Illumina amplicon sequencing. A total of 25 milk samples were analyzed, including 9 samples with mastitis and 16 healthy samples. The bacterial community in healthy samples was significantly more diverse and abundant than in mastitis samples. The fungal population in mastitis samples, on the other hand, was more diverse and abundant. As compared to healthy samples, the genera Staphylococcus, Streptococcus, Schlegelella, unclassified Enterobacteriaceae, Lactococcus, Jeotgalicoccus. and Klebsiella were found to be abundant in mastitic milk. However, the genera Corynebacterium, Enteractinococcus, unclassified Sphingomonadaceae, Atopostipes, Paenibacillus, Pseudomonas, Lactobacillus, Sphingomonas, Pediococcus and Moraxella were reduced. In the fungal community, mastitis caused a significant increase in the relative abundance of the majority of taxa, including Candida, Phanerochaete, Aspergillus, Cladosporium and unclassified Pyronemataceae, while Penicillium and Alternaria showed a decline in relative abundance. In the bacterial and fungal communities, the discriminant analysis showed 19 and 5 differently abundant genera in healthy milk and mastitic milk, respectively. In conclusion, this study showed a microbiome dysbiosis linked to clinical camel mastitis, with opportunistic pathogens outgrowing commensal bacteria that were reduced. These findings are essential in designing an appropriate control program in the camel dairy herd, as well as in preventing and treating camel mastitis.
Collapse
Affiliation(s)
- Rita Rahmeh
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
- * E-mail:
| | - Abrar Akbar
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Husam Alomirah
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Mohamed Kishk
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Abdulaziz Al-Ateeqi
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Anisha Shajan
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Thnayan Alonaizi
- Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Alfonso Esposito
- International Centre for Genetic Engineering and Biotechnology, Trieste, Italy
| |
Collapse
|
7
|
Rahmeh R, Akbar A, Alomirah H, Kishk M, Al-Ateeqi A, Al-Milhm S, Shajan A, Akbar B, Al-Merri S, Alotaibi M, Esposito A. Camel milk microbiota: A culture-independent assessment. Food Res Int 2022; 159:111629. [DOI: 10.1016/j.foodres.2022.111629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/30/2022] [Accepted: 07/05/2022] [Indexed: 11/04/2022]
|
8
|
Habibi N, Uddin S, Behbehani M, Al Salameen F, Razzack NA, Zakir F, Shajan A, Alam F. Bacterial and fungal communities in indoor aerosols from two Kuwaiti hospitals. Front Microbiol 2022; 13:955913. [PMID: 35966680 PMCID: PMC9366136 DOI: 10.3389/fmicb.2022.955913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 07/04/2022] [Indexed: 11/16/2022] Open
Abstract
The airborne transmission of COVID-19 has drawn immense attention to bioaerosols. The topic is highly relevant in the indoor hospital environment where vulnerable patients are treated and healthcare workers are exposed to various pathogenic and non-pathogenic microbes. Knowledge of the microbial communities in such settings will enable precautionary measures to prevent any hospital-mediated outbreak and better assess occupational exposure of the healthcare workers. This study presents a baseline of the bacterial and fungal population of two major hospitals in Kuwait dealing with COVID patients, and in a non-hospital setting through targeted amplicon sequencing. The predominant bacteria of bioaerosols were Variovorax (9.44%), Parvibaculum (8.27%), Pseudonocardia (8.04%), Taonella (5.74%), Arthrospira (4.58%), Comamonas (3.84%), Methylibium (3.13%), Sphingobium (4.46%), Zoogloea (2.20%), and Sphingopyxis (2.56%). ESKAPEE pathogens, such as Pseudomonas, Acinetobacter, Staphylococcus, Enterococcus, and Escherichia, were also found in lower abundances. The fungi were represented by Wilcoxinia rehmii (64.38%), Aspergillus ruber (9.11%), Penicillium desertorum (3.89%), Leptobacillium leptobactrum (3.20%), Humicola grisea (2.99%), Ganoderma sichuanense (1.42%), Malassezia restricta (0.74%), Heterophoma sylvatica (0.49%), Fusarium proliferatum (0.46%), and Saccharomyces cerevisiae (0.23%). Some common and unique operational taxonomic units (OTUs) of bacteria and fungi were also recorded at each site; this inter-site variability shows that exhaled air can be a source of this variation. The alpha-diversity indices suggested variance in species richness and abundance in hospitals than in non-hospital sites. The community structure of bacteria varied spatially (ANOSIM r 2 = 0.181-0.243; p < 0.05) between the hospital and non-hospital sites, whereas fungi were more or less homogenous. Key taxa specific to the hospitals were Defluvicoccales, fungi, Ganodermataceae, Heterophoma, and H. sylvatica compared to Actinobacteria, Leptobacillium, L. leptobacillium, and Cordycipitaceae at the non-hospital site (LefSe, FDR q ≤ 0.05). The hospital/non-hospital MD index > 1 indicated shifts in the microbial communities of indoor air in hospitals. These findings highlight the need for regular surveillance of indoor hospital environments to prevent future outbreaks.
Collapse
Affiliation(s)
| | - Saif Uddin
- Environment and Life Science Research Centre, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | | | | | | | | | | | | |
Collapse
|
9
|
Habibi N, Salameen FA, Rahman M, Shajan A, Zakir F, Abdulrazzack N. Comparison and Optimization of DNA Isolation Protocols for High Throughput Genomic Studies of Acacia pachyceras Schwartz. MethodsX 2022; 9:101799. [PMID: 35990814 PMCID: PMC9386096 DOI: 10.1016/j.mex.2022.101799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Accepted: 07/22/2022] [Indexed: 11/10/2022] Open
Abstract
We describe the optimization and validation of six DNA isolation protocols from fresh leaves of the rare tree Acacia pachyceras. The first four protocols employed three commercial kits (Sigma, Nucleospin1, Nucleospin 2, Promega) whereas the remaining two were based on the traditional sodium dodecyl sulfate (SDS) and cetyltrimethylammonium bromide CTAB methods. Each protocol provided significantly different results concerning DNA concentration (p < 0.032), yield (p < 0.000), contaminant carry over, protocol duration, cost per sample, and comprehensive cost. We demonstrated the applicability of all the tested protocols in DNA barcoding. The protocol yielded maximum amounts (92.85 µg) of DNA in a rapid turnaround time (8 h). The quantity and purity surpassed all the other tested methods. DNA extracted by the CTAB method was the best for NGS (Phred score >Q30). These protocols will be useful tools for molecular research of Acacia pachyceras and other closely related tree species.
Collapse
|
10
|
Habibi N, Uddin S, Behbehani M, Abdul Razzack N, Zakir F, Shajan A. SARS-CoV-2 in hospital air as revealed by comprehensive respiratory viral panel sequencing. Infect Prev Pract 2022; 4:100199. [PMID: 34977533 PMCID: PMC8711137 DOI: 10.1016/j.infpip.2021.100199] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 12/16/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Nosocomially acquired severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) infection has become the most significant pandemic of our lifetime. Though its transmission was essentially attributed to droplets from an infected person, with recent advancements in knowledge, aerosol transmission seems to be a viable pathway, as well. Because of the lower biological load in ambient aerosol, detection of SARS-CoV-2 is challenging. A few recent attempts of sampling large aerosol volumes and using next-generation sequencing (NGS) to detect the presence of SARS-CoV-2 in the air at very low levels gave positive results. These results suggest the potential of using this technique to detect the presence of SARS-CoV-2 and use it as an early warning signal for possible outbreak or recurrence of coronavirus disease 2019 (COVID-19). AIM To assess efficacy of comprehensive respiratory viral panel (CRVP) sequencing and RT-PCR for low-level identification of SARS-CoV-2 and other respiratory viruses in indoor air. METHODS A large volume of indoor aerosol samples from three major hospitals involved in COVID-19 care in Kuwait was collected. Viral RNA was isolated and subjected to comprehensive respiratory viral panel sequencing (CRVP) as per the standard protocol to detect the SARS-CoV-2 and other respiratory viruses in the hospital aerosol and monitor variations within the sequences. RT-PCR was also employed to estimate the viral load of SARS-CoV-2. FINDINGS 13 of 15 (86.7%) samples exhibited SARS-CoV-2 with a relative abundance of 0.2-33.3%. The co-occurrence of human adenoviruses (type C1, C2, C5, C4), respiratory syncytial virus (RSV), influenza B, and non-SARS-CoV-229E were also recorded. Alignment of SARS-CoV-2 sequences against the reference strain of Wuhan China revealed variations in the form of single nucleotide polymorphisms (SNPs-17), insertions and deletions (indels-1). These variations were predicted to create missense (16), synonymous (15), frameshift (1) and stop-gained (1) mutations with a high (2), low (15), and moderate (16) impact. CONCLUSIONS Our results suggest that using CRVP on a large volume aerosol sample was a valuable tool for detecting SARS-CoV-2 in indoor aerosols of health care settings. Owing to its higher sensitivity, it can be employed as a surveillance strategy in the post COVID times to act as an early warning system to possibly control future outbreaks.
Collapse
Affiliation(s)
- Nazima Habibi
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait
| | - Saif Uddin
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait
| | - Montaha Behbehani
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait
| | - Nasreem Abdul Razzack
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait
| | - Farhana Zakir
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait
| | - Anisha Shajan
- Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait
| |
Collapse
|
11
|
Habibi N, Uddin S, Al‐Salameen F, Al‐Amad S, Kumar V, Al‐Otaibi M, Razzack NA, Shajan A, Shirshikar F. SARS-CoV-2, other respiratory viruses and bacteria in aerosols: Report from Kuwait's hospitals. Indoor Air 2021; 31:1815-1825. [PMID: 34121237 PMCID: PMC8447393 DOI: 10.1111/ina.12871] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 05/23/2021] [Accepted: 05/27/2021] [Indexed: 05/08/2023]
Abstract
The role of airborne particles in the spread of severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) is well explored. The novel coronavirus can survive in aerosol for extended periods, and its interaction with other viral communities can cause additional virulence and infectivity. This baseline study reports concentrations of SARS-CoV-2, other respiratory viruses, and pathogenic bacteria in the indoor air from three major hospitals (Sheikh Jaber, Mubarak Al-Kabeer, and Al-Amiri) in Kuwait dealing with coronavirus disease 2019 (COVID-19) patients. The indoor aerosol samples showed 12-99 copies of SARS-CoV-2 per m3 of air. Two non-SARS-coronavirus (strain HKU1 and NL63), respiratory syncytial virus (RSV), and human bocavirus, human rhinoviruses, Influenza B (FluB), and human enteroviruses were also detected in COVID-positive areas of Mubarak Al Kabeer hospital (MKH). Pathogenic bacteria such as Mycoplasma pneumonia, Streptococcus pneumonia and, Haemophilus influenza were also found in the hospital aerosols. Our results suggest that the existing interventions such as social distancing, use of masks, hand hygiene, surface sanitization, and avoidance of crowded indoor spaces are adequate to prevent the spread of SARS-CoV-2 in enclosed areas. However, increased ventilation can significantly reduce the concentration of SARS-CoV-2 in indoor aerosols. The synergistic or inhibitory effects of other respiratory pathogens in the spread, severity, and complexity of SARS-CoV-2 need further investigation.
Collapse
Affiliation(s)
- N. Habibi
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - S. Uddin
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - F. Al‐Salameen
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - S. Al‐Amad
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - V. Kumar
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - M. Al‐Otaibi
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - N. Abdul Razzack
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - A. Shajan
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| | - F. Shirshikar
- Environment and Life Sciences Research CenterKuwait Institute for Scientific ResearchSafatKuwait
| |
Collapse
|
12
|
Rahmeh R, Akbar A, Kumar V, Al-Mansour H, Kishk M, Ahmed N, Al-Shamali M, Boota A, Al-Ballam Z, Shajan A, Al-Okla N. Insights into Bacterial Community Involved in Bioremediation of Aged Oil-Contaminated Soil in Arid Environment. Evol Bioinform Online 2021; 17:11769343211016887. [PMID: 34163126 PMCID: PMC8191072 DOI: 10.1177/11769343211016887] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 04/16/2021] [Indexed: 11/15/2022] Open
Abstract
Soil contamination by hydrocarbons due to oil spills has become a global concern and it has more implications in oil producing regions. Biostimulation is considered as one of the promising remediation techniques that can be adopted to enhance the rate of degradation of crude oil. The soil microbial consortia play a critical role in governing the biodegradation of total petroleum hydrocarbons (TPHs), in particular polycyclic aromatic hydrocarbons (PAHs). In this study, the degradation pattern of TPHs and PAHs of Kuwait soil biopiles was measured at three-month intervals. Then, the microbial consortium associated with oil degradation at each interval was revealed through 16S rRNA based next generation sequencing. Rapid degradation of TPHs and most of the PAHs was noticed at the first 3 months of biostimulation with a degradation rate of pyrene significantly higher compared to other PAHs counterparts. The taxonomic profiling of individual stages of remediation revealed that, biostimulation of the investigated soil favored the growth of Proteobacteria, Alphaprotobacteria, Chloroflexi, Chlorobi, and Acidobacteria groups. These findings provide a key step towards the restoration of oil-contaminated lands in the arid environment.
Collapse
Affiliation(s)
- Rita Rahmeh
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Abrar Akbar
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Vinod Kumar
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Hamad Al-Mansour
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Mohamed Kishk
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Nisar Ahmed
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Mustafa Al-Shamali
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Anwar Boota
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Zainab Al-Ballam
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Anisha Shajan
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - Naser Al-Okla
- Biotechnology Program, Environment & Life Sciences Research Center, Kuwait Institute for Scientific Research, Safat, Kuwait
| |
Collapse
|
13
|
Rahmeh R, Akbar A, Alonaizi T, Kishk M, Shajan A, Akbar B. Characterization and application of antimicrobials produced by Enterococcus faecium S6 isolated from raw camel milk. J Dairy Sci 2020; 103:11106-11115. [PMID: 32981738 DOI: 10.3168/jds.2020-18871] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 07/07/2020] [Indexed: 12/12/2022]
Abstract
The emergence of antimicrobial resistance in the food chain and the consumer's demand for safe food without chemical preservatives have generated much interest in natural antimicrobials. Thus, our main goal was to study the mode of action of the crude extract, the enterocins, and the organic acid produced by a bacteriocinogenic Enterococcus faecium strain S6 previously isolated from raw camel milk. Then, we aimed to evaluate their potential application in a food system. These antimicrobials exhibited antimicrobial activity against Listeria monocytogenes, Salmonella enterica, and Escherichia coli. The enterocins were synthesized as primary metabolites beginning at the lag phase, with optimal production at the exponential and stationary phases. The antimicrobials had a direct effect in extending the lag phase of L. monocytogenes, along with a significant inhibitory activity. The organic acid, in particular, inhibited both L. monocytogenes and S. enterica by inducing a total lysis and damage of the cell wall. The enterocins acted on disrupting the cell wall with pore formation, leading to cell death. Moreover, the crude extract revealed a combined inhibitory activity between enterocins and organic acid. Furthermore, the antimicrobials showed promising results through inhibiting L. monocytogenes cells in milk samples up to 1 wk at 4°C.
Collapse
Affiliation(s)
- Rita Rahmeh
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885 Safat, 13109, Kuwait.
| | - Abrar Akbar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885 Safat, 13109, Kuwait
| | - Thnayan Alonaizi
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885 Safat, 13109, Kuwait
| | - Mohamed Kishk
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885 Safat, 13109, Kuwait
| | - Anisha Shajan
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885 Safat, 13109, Kuwait
| | - Batool Akbar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885 Safat, 13109, Kuwait
| |
Collapse
|
14
|
Rahmeh R, Akbar A, Kishk M, Al-Onaizi T, Al-Azmi A, Al-Shatti A, Shajan A, Al-Mutairi S, Akbar B. Distribution and antimicrobial activity of lactic acid bacteria from raw camel milk. New Microbes New Infect 2019; 30:100560. [PMID: 31193267 PMCID: PMC6522851 DOI: 10.1016/j.nmni.2019.100560] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 04/08/2019] [Accepted: 04/11/2019] [Indexed: 12/13/2022] Open
Abstract
Consumer demand for natural pathogen-control agents for substitution of synthetic food preservatives and traditional antibiotics is increasing. This study aimed to reveal the distribution of lactic acid bacteria (LAB) in raw camel milk and to characterize their antimicrobial traits. The genetic identification by 16S rRNA sequencing of 58 LAB isolates showed the predominance of Enterococcus (24.2%), Lactococcus (22.4%) and Pediococcus (20.7%) genera in raw camel milk. These genera exhibited inhibitory activity against a broad spectrum of Gram-positive and Gram-negative bacteria including multidrug-resistant Salmonella. Among these LAB, two isolates-identified as Pediococcus pentosaceus CM16 and Lactobacillus brevis CM22-were selected for their strong bacteriocinogenic anti-listerial activity estimated at 1600 and 800 AU/mL, respectively. The bacteriocins produced were partially purified by ammonium sulphate precipitation and gel filtration and then biochemically characterized. The proteinaceous nature of bacteriocins was confirmed by the susceptibility to enzymes. These bacteriocins showed significant technological characteristics such as heat-resistance, and stability over a wide range of pH (2.0-10.0). In conclusion, these results indicated that Pediococcus pentosaceus CM16 and Lactobacillus brevis CM22 could be useful as potential probiotics. Moreover, their partially purified bacteriocins may play an important role as food preservatives and feed additives. To our knowledge, this is the first report describing the distribution of LAB population in raw camel milk and the characterization of their bacteriocins from the Arabian Peninsula of western Asia.
Collapse
Affiliation(s)
- R Rahmeh
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - A Akbar
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - M Kishk
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - T Al-Onaizi
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - A Al-Azmi
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - A Al-Shatti
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - A Shajan
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - S Al-Mutairi
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| | - B Akbar
- Biotechnology Programme, Environment & Life Sciences Research Centre, Kuwait Institute for Scientific Research, Safat, Kuwait
| |
Collapse
|
15
|
Kumar V, AlMomin S, Al-Aqeel H, Al-Salameen F, Nair S, Shajan A. Metagenomic analysis of rhizosphere microflora of oil-contaminated soil planted with barley and alfalfa. PLoS One 2018; 13:e0202127. [PMID: 30092049 PMCID: PMC6084965 DOI: 10.1371/journal.pone.0202127] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 07/27/2018] [Indexed: 01/17/2023] Open
Abstract
The role of rhizosphere microbial communities in the degradation of hydrocarbons remains poorly understood and is a field of active study. We used high throughput sequencing to explore the rhizosphere microbial diversity in the alfalfa and barley planted oil contaminated soil samples. The analysis of 16s rRNA sequences showed Proteobacteria to be the most enriched (45.9%) followed by Bacteriodetes (21.4%) and Actinobacteria (10.4%) phyla. The results also indicated differences in the microbial diversity among the oil contaminated planted soil samples. The oil contaminated planted soil samples showed a higher richness in the microbial flora when compared to that of untreated samples, as indicated by the Chao1 indices. However, the trend was different for the diversity measure, where oil contaminated barley planted soil samples showed slightly lower diversity indices. While the clustering of soil samples grouped the oil contaminated samples within and across the plant types, the clean sandy soil samples formed a separate group. The oil contaminated rhizosphere soil showed an enrichment of known oil-degrading genera, such as Alcanivorax and Aequorivita, later being specifically enriched in the contaminated soil samples planted with barley. Overall, we found a few well known oil-degrading bacterial groups to be enriched in the oil contaminated planted soil samples compared to the untreated samples. Further, phyla such as Thermi and Gemmatimonadetes showed an enrichment in the oil contaminated soil samples, indicating their potential role in hydrocarbon degradation. The findings of the current study will be useful in understanding the rhizosphere microflora responsible for oil degradation and thus can help in designing appropriate phytoremediation strategies for oil contaminated lands.
Collapse
Affiliation(s)
- Vinod Kumar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
- * E-mail:
| | - Sabah AlMomin
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Hamed Al-Aqeel
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Fadila Al-Salameen
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Sindhu Nair
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| | - Anisha Shajan
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, Kuwait City, Kuwait
| |
Collapse
|
16
|
Rahmeh R, Akbar A, Kishk M, Al Onaizi T, Al-Shatti A, Shajan A, Akbar B, Al-Mutairi S, Yateem A. Characterization of semipurified enterocins produced by Enterococcus faecium strains isolated from raw camel milk. J Dairy Sci 2018. [PMID: 29525307 DOI: 10.3168/jds.2017-13996] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Food safety has become an issue of great interest worldwide. Listeria monocytogenes is a food-borne pathogen that causes listeriosis and is difficult to control in the dairy industry. The use of lactic acid bacteria (LAB) and their antimicrobial substances against Listeria is promising in food applications. Here, we report the isolation from raw camel milk of LAB displaying antilisterial activity. Two isolates were selected for their secretion of bacteriocin(s) and identified by 16S rRNA sequencing as Enterococcus faecium S6 and R9. The produced bacteriocins were partially purified by ammonium sulfate precipitation and then biochemically characterized. Antimicrobial activity was estimated to be 6,400 and 400 AU (arbitrary units)/mL for E. faecium S6 and R9, respectively. The proteinaceous nature of the bacteriocins was confirmed via enzymatic reactions. Moreover, lipolytic and glycolytic enzymes completely inactivated the antimicrobial effect of the bacteriocins. These bacteriocins were heat-resistant and stable over a wide range of pH (2.0 to 10.0). To confirm its inactivation by lipolytic and glycolytic enzymes, the bacteriocin of E. faecium S6 was further purified by gel filtration, which suggested the existence of carbohydrate and lipid moieties. In addition, enterocin-coding genes were identified by PCR, showing DNA fragments corresponding in size to enterocins A, B, and P for E. faecium S6 and to enterocins B and P for E. faecium R9. In conclusion, these results indicate that partially purified bacteriocins from E. faecium S6 and R9 may be beneficial in controlling Listeria in the dairy industry.
Collapse
Affiliation(s)
- Rita Rahmeh
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait.
| | - Abrar Akbar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Mohamed Kishk
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Thanyan Al Onaizi
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Aisha Al-Shatti
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Anisha Shajan
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Batool Akbar
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Salwa Al-Mutairi
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| | - Awatef Yateem
- Biotechnology Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, PO Box 24885, Safat, 13109 Kuwait
| |
Collapse
|