Genetic diversity of rhizobia isolated from nodules of Trigonella foenum-graecum L. (fenugreek) cultivated in Northwestern Morocco.

The present work aimed to characterize rhizobia nodulating Trigonella foenum-graecum L. (fenugreek) cultivated in six different geographical locations in Northwestern Morocco. Forty-seven rhizobial isolates from nodules of Trigonella foenum-graecum were grouped into thirteen clusters using the Rep-PCR technique. The phylogenetic analysis based on 16S rRNA gene sequences of 13 groups showed that all representative strains were closely related to members of the genus Ensifer (syn. Sinorhizobium) of the Alphaproteobacteria. All the representative strains shared 100% similarity with Ensifer medicae WSM419T. NodC and nifH gene analysis revealed a close phylogenetic relationship of the representative strains with those of the strains belonging to the symbiovar meliloti. Furthermore, nodulation ability of our rhizobial strains was efficient in their host plant (Trigonella foenum-graecum L.).

Phenotypic and genetic characterization of rhizobia isolated from Hedysarum flexuosum in Northwest region of Morocco.

Seventy bacterial strains were isolated from root nodules of the legume Hedysarum flexuosum grown wild in soils from Northwest Morocco. Repetitive extragenic palindromic (REP)-polymerase chain reaction (PCR) clustered the strains into 30 REP-PCR groups. The nearly complete sequence of the 16S rRNA gene from a representative strain of each REP-PCR pattern showed that 17 strains were closely related to members of the genus Rhizobium of the family Rhizobiaceae of the Alphaproteobacteria. Pairwise alignments between globally aligned sequences of the 16S rRNA gene indicated that the strains from H. flexuosum had 99.75-100% identity with Rhizobium sullae type strain IS123(T). The phenotypic characteristics analyzed allowed description of a wide physiological diversity among the isolates, where the carbohydrate assimilation test was the most discriminating. Analysis of the 16S rRNA gene of a representative strains from the remaining 13 REP-PCR groups showed they belong to a wide variety of phylogenetic groups being closely related to species of genera Stenotrophomonas, Serratia, Massilia, Acinetobacter, Achromobacter, and Pseudomonas from the Beta- and Gammaproteobacteria. The R. sullae strains identified in this study produced effective symbiosis with their original host plant. None of the other bacterial strains could form nodules on H. flexuosum.

Reclassification of Agromonas oligotrophica into the genus Bradyrhizobium as Bradyrhizobium oligotrophicum comb. nov.

Agromonas oligotrophica JCM 1494(T) was isolated in Japan in 1983, and the name was validly published in 1985. Analysis of the 16S rRNA gene sequence showed that Agromonas oligotrophica LMG 10732(T) ( = JCM 1494(T)) is located within the genus Bradyrhizobium, with Bradyrhizobium denitrificans LMG 8443(T) as its closest relative, showing 99.6 % 16S rRNA gene sequence identity. However, Agromonas oligotrophica LMG 10732(T) and Bradyrhizobium denitrificans LMG 8443(T) can be distinguished by housekeeping gene sequence analysis, phenotypic characterization and DNA-DNA hybridization. Agromonas oligotrophica is also genotypically and phenotypically different from the remaining species of the genus Bradyrhizobium, and we therefore propose the reclassification of Agromonas oligotrophica into the genus Bradyrhizobium as Bradyrhizobium oligotrophicum comb. nov. (type strain LMG 10732(T)  = JCM 1494(T)  = ATCC 43045(T)).

Identification of the rhizobial symbiont of Astragalus glombiformis in Eastern Morocco as Mesorhizobium camelthorni.

Astragalus gombiformis is a desert symbiotic nitrogen-fixing legume of great nutritional value as fodder for camels and goats. However, there are no data published on the rhizobial bacteria that nodulate this wild legume in northern Africa. Thirty-four rhizobial bacteria were isolated from root nodules of A. gombifomis grown in sandy soils of the South-Eastern of Morocco. Twenty-five isolates were able to renodulate their original host and possessed a nodC gene copy. The phenotypic and genotypic characterizations carried out illustrated the diversity of the isolates. Phenotypic analysis showed that isolates used a great number of carbohydrates as sole carbon source. However, although they were isolated from arid sandy soils, the isolates do not tolerate drought stress applied in vitro. The phenotypic diversity corresponded mainly to the diversity in the use of some carbohydrates. The genetic analysis as assessed by repetitive extragenic palindromic (REP)-polymerase chain reaction (PCR) showed that the isolates clustered into 3 groups at a similarity coefficient of 81 %. The nearly-complete 16S rRNA gene sequence from a representative strain of each PCR-group showed they were closely related to members of the genus Mesorhizobium of the family Phyllobactericeae within the Alphaproteobacteria. Sequencing of the housekeeping genes atpD, glnII and recA, and their concatenated phylogenetic analysis, showed they are closely related to Mesorhizobium camelthorni. Sequencing of the symbiotic nodC gene from each strain revealed they had 83.53 % identity with the nodC sequence of the type strain M. camelthorni CCNWXJ 40-4(T.)

Adjustment of p-value expression to ontology using machine learning for genetic prediction, prioritization, interaction, and its validation in glomerular disease.

The results of gene expression analysis based on p-value can be extracted and sorted by their absolute statistical significance and then applied to multiple similarity scores of their gene ontology (GO) terms to promote the combination and adjustment of these scores as essential predictive tasks for understanding biological/clinical pathways. The latter allows the possibility to assess whether certain aspects of gene function may be associated with other varieties of genes, to evaluate regulation, and to link them into networks that prioritize candidate genes for classification by applying machine learning techniques. We then detect significant genetic interactions based on our algorithm to validate the results. Finally, based on specifically selected tissues according to their normalized gene expression and frequencies of occurrence from their different biological and clinical inputs, a reported classification of genes under the subject category has validated the abstract (glomerular diseases) as a case study.

Bradyrhizobium cytisi sp. nov., isolated from effective nodules of Cytisus villosus.

Several strains isolated from Cytisus villosus nodules have been characterized based on their diverse genetic, phenotypic and symbiotic characteristics. According to 16S rRNA gene sequence analysis, the isolates formed a group that was closely related to Bradyrhizobium canariense BTA-1(T) with 99.4% similarity. Analysis of three housekeeping genes, recA, atpD and glnII, suggested that the C. villosus strains represent a novel Bradyrhizobium species most closely related to B. canariense BTA-1(T) with similarities of 94.2, 96.7 and 94.5%, respectively. All these differences were congruent with DNA-DNA hybridization analysis, which revealed 31% relatedness between a representative strain (CTAW11(T)) isolated from C. villosus nodules and B. canariense BTA-1(T). Phenotypic differences among the strains isolated from C. villosus and B. canariense were based on assimilation of carbon and nitrogen sources. The nodC and nifH genes of strain CTAW11(T) were phylogenetically related to those of strains belonging to bv. genistearum and divergent from those of bv. glycinearum and, accordingly, they do not nodulate soybean. Based on the genotypic and phenotypic data obtained in this study, our strains should be classified as representatives of a novel species for which the name Bradyrhizobium cytisi sp. nov. is proposed; the type strain is CTAW11(T) (=LMG 25866(T)=CECT 7749(T)).

Metagenomics Approaches to Investigate the Gut Microbiome of COVID-19 Patients.

Over the last decade, it has become increasingly apparent that the microbiome is a central component in human well-being and illness. However, to establish innovative therapeutic methods, it is crucial to learn more about the microbiota. Thereby, the area of metagenomics and associated bioinformatics methods and tools has become considerable in the study of the human microbiome biodiversity. The application of these metagenomics approaches to studying the gut microbiome in COVID-19 patients could be one of the promising areas of research in the fight against the SARS-CoV-2 infection and disparity. Therefore, understanding how the gut microbiome is affected by or could affect the SARS-CoV-2 is very important. Herein, we present an overview of approaches and methods used in the current published studies on COVID-19 patients and the gut microbiome. The accuracy of these researches depends on the appropriate choice and the optimal use of the metagenomics bioinformatics platforms and tools. Interestingly, most studies reported that COVID-19 patients' microbiota are enriched with opportunistic microorganisms. The choice and use of appropriate computational tools and techniques to accurately investigate the gut microbiota is therefore critical in determining the appropriate microbiome profile for diagnosis and the most reliable antiviral or preventive microbial composition.

Bradyrhizobium centrosemae (symbiovar centrosemae) sp. nov., Bradyrhizobium americanum (symbiovar phaseolarum) sp. nov. and a new symbiovar (tropici) of Bradyrhizobium viridifuturi establish symbiosis with Centrosema species native to America.

In this work we analyze through a polyphasic approach several Bradyrhizobium strains isolated in Venezuela from root nodules of Centrosema species. The analysis of the 16S rRNA gene showed that the strains belong to three clusters within genus Bradyrhizobium which have 100% similarity with Bradyrhizobium daqingense CCBAU 15774(T)Bradyrhizobium guangxiense CCBAU 53363(T) and Bradyrhizobium viridifuturi SEMIA 690(T). The results of recA and glnII gene analysis confirmed the identification of the strains CMVU02 and CMVU30 as Bradyrhizobium viridifuturi but the nodC gene analysis showed that they belong to a new symbiovar for which we propose the name tropici. Nevertheless, the concatenated recA and glnII gene phylogenetic analysis, DNA-DNA hybridization and phenotypic characterization showed that the strains A9(T), CMVU44(T) and CMVU04 belong to two novel Bradyrhizobium species. The analysis of the nodC gene showed that these strains also represent two new symbiovars. Based on these results we propose the classification of the strain A9(T) isolated from Centrosema molle into the novel species Bradyrhizobium centrosemae (sv. centrosemae) sp. nov. (type strain A9(T)=LMG 29515(T)=CECT 9095(T)). and the classification of the strains CMVU44(T) and CMVU04 isolated from C. macrocarpum into the novel species Bradyrhizobium americanum (sv. phaseolarum) sp. nov. (type strain CMVU44(T)=LMG 29514(T)=CECT 9096(T)).

Identification of rhizobial strains nodulating Egyptian grain legumes.

Fifty four bacterial strains were isolated from root nodules of the grain legumes Cicer arietinum, Lens esculentus, Phaseolus vulgaris, Pisum sativum, and Vicia faba grown in cultivated lands of Beni-Suef Governorate (Egypt). Repetitive extragenic palindromic (REP)-polymerase chain reaction (PCR) clustered the strains into 15 REP-PCR groups. The nearly complete sequence of the 16S rRNA gene from a representative strain of each REP-PCR pattern showed that the strains were closely related to members of the family Rhizobiaceae of the Alphaproteobacteria. Pairwise alignments between globally aligned sequences indicated that the strains from V. faba had 99.6% identity with Rhizobium leguminosarum, and those from P. vulgaris 99.76% and 100% with sequences from R. leguminosarum and R. mesosinicum, respectively. Strains from P. sativum had 99.76%, 99.84%, and 99.92% sequence identity with R. leguminosarum, R. etli, and R. pisi, respectively, and those from L. esculentus had 99.61% identity with sequences from R. leguminosarum. Sequences of the strains from C. arietinum had 100% identity with those of Mesorhizobium amorphae and M. robiniae, respectively. Nitrogenase activity, determined as acetylene-dependent ethylene production, was detected in nodules formed after inoculation of the corresponding host plant with the representative rhizobial species.

Centrosema is a promiscuous legume nodulated by several new putative species and symbiovars of Bradyrhizobium in various American countries.

Centrosema is an American indigenous legume that can be used in agroecosystems for recovery of acidic and degraded soils. In this study, a Centrosema-nodulating rhizobial collection of strains isolated in a poor acid savanna soil from Venezuela was characterized, and the members of the collection were compared to other Centrosema strains from America. The analysis of the rrs gene showed that the strains nodulating Centrosema in American countries were closely related to different species of the genus Bradyrhizobium. However, the analysis of the atpD and recA genes, as well as the 16S-23S ITS region, showed that they formed several new phylogenetic lineages within this genus. The Venezuela strains formed three lineages that were divergent among themselves and with respect to those formed by Centrosema strains isolated in other countries, as well as to the currently described species and genospecies of Bradyrhizobium. In addition, the symbiotic genes nodC and nifH carried by Centrosema-nodulating strains were analyzed for the first time, and it was shown that they belonged to three new phylogenetic lineages within Bradyrhizobium. The nodC genes of the Centrosema strains were divergent among themselves and with respect to the genistearum and glycinearum symbiovars, indicating that Centrosema is a promiscuous legume. According to these results, the currently known Centrosema-nodulating strains represent several new putative species and symbiovars of the genus Bradyrhizobium.

Definition of a novel symbiovar (sv. retamae) within Bradyrhizobium retamae sp. nov., nodulating Retama sphaerocarpa and Retama monosperma.

In this paper we analyze through a polyphasic approach several Bradyrhizobium strains isolated in Spain and Morocco from root nodules of Retama sphaerocarpa and Retama monosperma. All the strains have identical 16S rRNA genes and their closest relative species is Bradyrhizobium lablabi CCBAU 23086(T), with 99.41% identity with respect to the strain Ro19(T). Despite the closeness of the 16S rRNA genes, the housekeeping genes recA, atpD and glnII were divergent in Ro19(T) and B. lablabi CCBAU 23086(T), with identity values of 95.71%, 93.75% and 93.11%, respectively. These differences were congruent with DNA-DNA hybridization analysis that revealed an average of 35% relatedness between the novel species and B. lablabi CCBAU 23086(T). Also, differential phenotypic characteristics of the new species were found with respect to the already described species of Bradyrhizobium. Based on the genotypic and phenotypic data obtained in this study, we propose to classify the group of strains isolated from R. sphaerocarpa and R. monosperma as a novel species named Bradyrhizobium retamae sp. nov. (type strain Ro19(T)=LMG 27393(T)=CECT 8261(T)). The analysis of symbiotic genes revealed that some of these strains constitute a new symbiovar within genus Bradyrhizobium for which we propose the name "retamae", that mainly contains nodulating strains isolated from Retama species in different continents.

Bradyrhizobium rifense sp. nov. isolated from effective nodules of Cytisus villosus grown in the Moroccan Rif.

Two bradyrhizobial strains, CTAW71(T) and CTAW69, previously isolated from root nodules of Cytisus villosus, have been analysed using a polyphasic approach. These strains have identical 16S rRNA genes and their closest relative species is Bradyrhizobium cytisi, whose type strain CTAW11(T) presented 99.8% identity with respect to strain CTAW71(T). Despite the closeness of the 16S rRNA genes, the housekeeping genes recA, atpD and glnII harboured by strain CTAW71(T) were divergent to those from B. cytisi CTAW11(T), with identity values of 93%, 95% and 97%, respectively. These differences were congruent with DNA-DNA hybridization analysis that revealed an average of 37% relatedness between strain CTAW71(T) and B. cytisi CTAW11(T). Phenotypic characteristics were identical for strains CTAW71(T) and CTAW69, but differed from those of the described species from genus Bradyrhizobium. Based on the genotypic and phenotypic data obtained in this study, we propose that strains CTAW71(T) and CTAW69 should be classified into a new species for which the name Bradyrhizobium rifense sp. nov. is proposed (type strain CTAW71(T)=LMG 26781(T)=CECT 8066(T)).

Characterization of Bradyrhizobium species isolated from root nodules of Cytisus villosus grown in Morocco.

From a total of 73 bacterial strains isolated from root nodules of Cytisus villosus grown in soils of the central-western region of the Moroccan Rif, 68 strains clustered into 19 repetitive extragenic palindromic (REP)-polymerase chain reaction (PCR) groups. The nearly complete 16S rRNA gene sequence from each strain showed they were closely related to members of the genus Bradyrhizobium of the Alphaproteobacteria, but affiliation at the species level was not clear. Sequencing of the housekeeping genes glnII and recA, and their concatenated phylogenetic analysis showed that 11 out of the 19 strains belong to Bradyrhizobium canariense and that another three strains were Bradyrhizobium japonicum. The remaining five strains represented new lineages within the genus Bradyrhizobium since they were not identified with any previously described species. Sequencing of the symbiotic nodC and nifH genes from each bradyrhizobial strain revealed they were all similar to those of the strains included in biovar genistearum.