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1.
Quantitative real-time PCR (qPCR) is a powerful tool to detect and quantify species of cryptic organisms such as bacteria, fungi and nematodes from soil samples. As such, qPCR offers new opportunities to study the ecology of soil habitats by providing a single method to characterize communities of diverse organisms from a sample of DNA. Here we describe molecular tools to detect and quantify two bacteria (Paenibacillus nematophilus and Paenibacillus sp.) phoretically associated with entomopathogenic nematodes (EPNs) in the families Heterorhabditidae and Steinernematodae. We also extend the repertoire of species specific primers and TaqMan® probes for EPNs to include Heterorhabditis bacteriophora, Steinernema carpocapsae, Steinernema feltiae and Steinernema scapterisci, all widely distributed species used commercially for biological control. Primers and probes were designed from the ITS rDNA region for the EPNs and the 16S rDNA region for the bacteria. Standard curves were established using DNA from pure cultures of EPNs and plasmid DNA from the bacteria. The use of TaqMan probes in qPCR resolved the non-specificity of EPN and some bacterial primer amplifications whereas those for Paenibacillus sp. also amplified Paenibacillus thiaminolyticus and Paenibacillus popilliae, two species that are not phoretically associated with nematodes. The primer-probe sets for EPNs were able to accurately detect three infective juvenile EPNs added to nematodes recovered from soil samples. The molecular set for Paenibacillus sp. detected the bacterium attached to Steinernema diaprepesi suspended in water or added to nematodes recovered from soil samples but its detection decreased markedly in the soil samples, even when a nested PCR protocol was employed. Using qPCR we detected S. scapterisci at low levels in a citrus grove, which suggested natural long-distance spread of this exotic species, which is applied to pastures and golf courses to manage mole crickets (Scapteriscus spp.). Paenibacillus sp. (but not P. nematophilus) was detected in low quantities in the same survey but was unrelated to the spatial pattern of S. diaprepesi. The results of this research validate several new tools for studying the ecology of EPNs and their phoretic bacteria.  相似文献   

2.
In the light of the poor culturability of Acidobacteria and Verrucomicrobia species, group-specific real-time (qPCR) systems were developed based on the 16S rRNA gene sequences from culturable representatives of both groups. The number of DNA targets from three different groups, i.e. Holophagae (Acidobacteria group 8) and Luteolibacter/Prosthecobacter and unclassified Verrucomicrobiaceae subdivision 1, was determined in DNA extracts from different leek (Allium porrum) rhizosphere soil compartments and from bulk soil with the aim to determine the distribution of the three bacterial groups in the plant-soil ecosystem. The specificity of the designed primers was evaluated in three steps. First, in silico tests were performed which demonstrated that all designed primers 100% matched with database sequences of their respective groups, whereas lower matches with other non-target bacterial groups were found. Second, PCR amplification with the different primer sets was performed on genomic DNA extracts from target and from non-target bacteria. This test demonstrated specificity of the designed primers for the target groups, as single amplicons of expected sizes were found only for the target bacteria. Third, the qPCR systems were tested for specific amplifications from soil DNA extracts and 48 amplicons from each primer system were sequenced. All sequences were > 97% similar to database sequences of the respective target groups. Estimated cell numbers based on Holophagae-, Luteolibacter/Prosthecobacter- and unclassified Verrucomicrobiaceae subdivision 1-specific qPCRs from leek rhizosphere compartments and bulk soils demonstrated higher preference for one or both rhizosphere compartments above bulk soil for all three bacterial groups.  相似文献   

3.
The importance of Aspergillus as a lung pathogen in cystic fibrosis (CF) is becoming increasingly recognised. However, fungal culture of CF sputum is unreliable and there is no consensus for identifying phenotypes beyond ABPA that may benefit from antifungal therapy. There are no published studies using real-time PCR to detect Aspergillus in CF sputum. The major barrier to sensitive detection of Aspergillus using PCR is sputum homogenisation. This study aimed to optimise sputum homogenisation utilising sonication to improve Aspergillus DNA extraction. Sonication amplitude and duration that enabled sputum homogenisation but ensured preservation of DNA integrity were first determined. 160 sputum samples were collected from CF patients. 49 of the sputum samples were split, one half was used for standard culture and the other half was homogenised with NALC-NaOH before undergoing DNA extraction. The subsequent 111 samples were homogenised with dithiothreitol plus sonication prior to culture and DNA extraction. Real-time PCR targeting a portion of the 18S rDNA of Aspergillus was performed on all DNA extractions. In the 49 samples with no sonication 8 (16%) were culture positive but only 4 of these were PCR positive. However, PCR was positive in 11 culture negative samples. PCR after sonication showed a significant improvement in sensitivity: 33 (30%) were culture and PCR positive, 48 (43%) were culture negative, but PCR positive (p < 0.0001) and 30 (27%) were culture and PCR negative. The combination of dithiothreitol and sonication to homogenise sputum increases PCR yield, with PCR being substantially more sensitive than culture.  相似文献   

4.
Correct identification of the microsporidia, Nosema apis and Nosema ceranae, is key to the study and control of Nosema disease of honey bees (Apis mellifera). A rapid DNA extraction method combined with multiplex PCR to amplify the 16S rRNA gene with species-specific primers was compared with a previously published assay requiring spore-germination buffer and a DNA extraction kit. When the spore germination-extraction kit method was used, 10 or more bees were required to detect the pathogens, whereas the new extraction method made it possible to detect the pathogens in single bees. Approx. 4-8 times better detection of N. ceranae was found with the new method compared to the spore germination-extraction kit method. In addition, the time and cost required to process samples was lower with the proposed method compared to using a kit. Using the new DNA extraction method, a spore quantification procedure was developed using a triplex PCR involving co-amplifying the N. apis and N. ceranae 16S rRNA gene with the ribosomal protein gene, RpS5, from the honey bee. The accuracy of this semi-quantitative PCR was determined by comparing the relative band intensities to the number of spores per bee determined by microscopy for 23 samples, and a high correlation (R2 = 0.95) was observed. This method of Nosema spore quantification revealed that spore numbers as low as 100 spores/bee could be detected by PCR. The new semi-quantitative triplex PCR assay is more sensitive, economical, rapid, simple, and reliable than previously published standard PCR-based methods for detection of Nosema and will be useful in laboratories where real-time PCR is not available.  相似文献   

5.
Outbreaks of tick-borne disease cases in Santa Catarina, Brazil are known, but the presence of the pathogen DNA has never been determined. In this study, the first survey of Anaplasma marginale, Babesia bigemina, and Babesia bovis DNA on blood samples of 33 cattle from an outbreak in Ponte Alta Municipality, Santa Catarina, Brazil, has been carried out. A multiplex PCR detected 54.5% of animals were co-infected with 2 or 3 parasites, while 24.2% were infected with only 1 species. The most prevalent agent was B. bigemina (63.6%) followed by A. marginale (60.6%). This is the first report of tick-borne disease pathogens obtained by DNA analysis in Southern Brazil.  相似文献   

6.
In this study, a loop-mediated isothermal amplification (LAMP) assay was established to detect Schistosoma japonicum DNA in faecal and serum samples of rabbits, and serum samples of humans infected with S. japonicum. This LAMP assay was based on the sequence of highly repetitive retrotransposon SjR2, and was able to detect 0.08 fg S. japonicum DNA, which is 104 times more sensitive than conventional PCR. The LAMP assay was also highly specific for S. japonicum and able to detect S. japonicum DNA in rabbit sera at 1 week p.i. Following administration of praziquantel, detection of S. japonicum DNA in rabbit sera became negative at 12 weeks post-treatment. These results demonstrated that LAMP was effective for early diagnosis of, and evaluation of therapy effectiveness for, S. japonicum infection. Both PCR and LAMP assays were then used to detect S. japonicum DNA in 30 serum samples from S. japonicum-infected patients and 20 serum samples from healthy persons. The percentage sensitivity of LAMP was 96.7%, whereas that of PCR was only 60%, indicating that LAMP was more sensitive than conventional PCR for clinical diagnosis of schistosomiasis cases in endemic areas. The established LAMP assay should provide a useful and practical tool for the routine diagnosis and therapeutic evaluation of human schistosomiasis.  相似文献   

7.

Background and objectives

Quantitative real time PCR (qPCR) offers rapid diagnosis of rickettsial infections. Thus, successful treatment could be initiated to avoid unfavorable outcome. Our aim was to compare two qPCR assays for Rickettsia detection and to evaluate their contribution in early diagnosis of rickettsial infection in Tunisian patients.

Patients and methods

Included patients were hospitalized in different hospitals in Tunisia from 2007 to 2012. Serology was performed by microimmunofluorescence assay using R. conorii and R. typhi antigens. Two duplex qPCRs, previously reported, were performed on collected skin biopsies and whole blood samples. The first duplex amplified all Rickettsia species (PanRick) and Rickettsia typhi DNA (Rtt). The second duplex detected spotted fever group Rickettsiae (RC00338) and typhus group Rickettsiae DNA (Rp278).

Results

Diagnosis of rickettsiosis was confirmed in 82 cases (57.7%). Among 44 skin biopsies obtained from patients with confirmed diagnosis, the first duplex was positive in 24 samples (54.5%), with three patients positive by Rtt qPCR. Using the second duplex, positivity was noted in 21 samples (47.7%), with two patients positive by Rp278 qPCR. Among79 whole blood samples obtained from patients with confirmed diagnosis, panRick qPCR was positive in 5 cases (6.3%) among which two were positive by Rtt qPCR. Using the second set of qPCRs, positivity was noted in four cases (5%) with one sample positive by Rp278 qPCR. Positivity rates of the two duplex qPCRs were significantly higher among patients presenting with negative first serum than those with already detectable antibodies.

Conclusions

Using qPCR offers a rapid diagnosis. The PanRick qPCR showed a higher sensitivity. Our study showed that this qPCR could offer a prompt diagnosis at the early stage of the disease. However, its implementation in routine needs cost/effectiveness evaluation.  相似文献   

8.
In the present study, a Taqman allelic discrimination assay based on three SNPs of the TPI gene is described. It was used as a differential diagnostic tool to detect blackleg and malignant edema. Sudden deaths of grazing ruminants, such as cattle, sheep and goats, which show clinical signs related to hyperacute infective processes, encouraged the development of a rapid and precise diagnostic molecular method. Specific primers and probes for Clostridium septicum and Clostridium chauvoei were designed on the basis of the TPI gene sequence. The multiplex PCR was tested on the DNA of a total of 57 strains, including 24 Clostridium chauvoei, 20 Clostridium septicum, 1 Bacillus anthracis and 12 other Clostridium spp. The DNA samples from Clostridium chauvoei and Clostridium septicum strains were amplified. Amplification of other DNA samples was not observed, with the exception of Clostridium tertium, which showed a weak positive signal. To avoid misdiagnosis, a confirmatory assay based on a Sybr green real time PCR was proposed. The authors confirmed the efficacy and the specificity of the test used in this study, which proved to be a useful tool for the diagnosis of clostridiosis that are often diagnosed using only traditional tools.  相似文献   

9.
The importance of Ixodes ricinus in the transmission of tick-borne pathogens is well recognized in the United Kingdom and across Europe. However, the role of coexisting Ixodes species, such as the widely distributed species Ixodes trianguliceps, as alternative vectors for these pathogens has received little attention. This study aimed to assess the relative importance of I. ricinus and I. trianguliceps in the transmission of Anaplasma phagocytophilum and Babesia microti among United Kingdom field voles (Microtus agrestis), which serve as reservoir hosts for both pathogens. While all instars of I. trianguliceps feed exclusively on small mammals, I. ricinus adults feed primarily on larger hosts such as deer. The abundance of both tick species and pathogen infection prevalence in field voles were monitored at sites surrounded with fencing that excluded deer and at sites where deer were free to roam. As expected, fencing significantly reduced the larval burden of I. ricinus on field voles and the abundance of questing nymphs, but the larval burden of I. trianguliceps was not significantly affected. The prevalence of A. phagocytophilum and B. microti infections was not significantly affected by the presence of fencing, suggesting that I. trianguliceps is their principal vector. The prevalence of nymphal and adult ticks on field voles was also unaffected, indicating that relatively few non-larval I. ricinus ticks feed upon field voles. This study provides compelling evidence for the importance of I. trianguliceps in maintaining these enzootic tick-borne infections, while highlighting the potential for such infections to escape into alternative hosts via I. ricinus.  相似文献   

10.
Laboratory detection of Brucella is based largely on bacterial isolation and phenotypic characterization. These methods are lengthy and labor-intensive and have been associated with a heightened risk of laboratory-acquired infection. Antibody based indirect detection methods also suffer from limitations in proper diagnosis of the organism. To overcome these problems, nucleic acid amplification has been explored for rapid detection and confirmation of the presence of Brucella spp. PCR-based diagnostics is useful for screening large populations of livestock to identify infected individuals and confirms the presence of the pathogen. Random Amplification of Polymorphic DNA (RAPD) was performed and identified a 1.3 kb PCR fragment specifically amplifiable from DNA isolated from Brucella. A BLAST search revealed no significant homology with the reported sequences from species other than the members of Brucella. The isolated fragment seems to be a part of d-alanine–d-alanine ligase gene in Brucella sp. Translational BLAST revealed certain degree of homology of this sequence with orthologs of this gene reported from other microbial species at the deduced amino acid level. The sequence information was used to develop PCR based assays to detect Brucella sp. from various samples. The minimum detection limit of Brucella from blood and milk samples spiked with Brucella DNA was found to be 1 ng/ml and 10 ng/ml, respectively. In conclusion, we demonstrated that the PCR based detection protocol was successfully used for the detection of Brucella from various organs and spiked samples of diseased sheep. Diagnosis of Brucellosis by PCR based method reported in this study is relatively rapid, specific and simple.  相似文献   

11.
A real time quantitative PCR combined with propidium monoazide (PMA) treatment of samples was implemented to quantify live C. jejuni, C. coli and C. lari on broiler chicken carcasses at selected processing steps in the slaughterhouse. The samples were enumerated by culture for comparison. The Campylobacter counts determined with the PMA-qPCR and the culture method were not concordant. We conclude that the qPCR combined with PMA treatment of the samples did not fully reduce the signal from dead cells.  相似文献   

12.
In Europe, alternative methods for the detection of food-borne pathogens can be used instead of the standard ISO/CEN reference protocol, if validated according to the protocol outlined in ISO 16140, 2003. In this study, the performance of two novel methods for the detection of Salmonella sp. using real-time PCR technology in tandem with an adapted two-step enrichment protocol were assessed and validated against a reference culture method, ISO 6579, 2004. The DNA and RNA real-time PCR assays amplified a 270 bp region of the hilA gene of Salmonella enterica serovars, and incorporated an internal amplification control (IAC) which was co-amplified with the hilA gene to monitor potential PCR inhibitors and ensure successful amplification. The inclusivity and exclusivity of the hilA primer set was examined for both the DNA and RNA methods and detected the 30 S. enterica serovars but not the 30 non-salmonellae strains. The inoculation of meat carcass swabs with five different S. enterica serovars at five different inocula, indicated both PCR methods were able to detect between 1 and 10 CFU per carcass swab. The real-time DNA PCR assay performed as well as the traditional cultural method in detecting Salmonella sp. in artificially contaminated salad, chocolate, fish and cheese samples. The relative accuracy, relative sensitivity and relative specificity of the DNA PCR real-time method were determined to be 98.5, 98.1 and 100%, respectively. The DNA method was further validated in a collaborative inter-laboratory trial according to ISO 16140, 2003. The validated methods provide an accurate means for the rapid detection and tracking of S. enterica serovars giving equivalent results to the standard method within three days, thus providing an alternative testing method to the reference microbiological method. The real-time PCR methodology not only offers significant time-saving advantages compared to traditional methods, it can also be applied to a wide range of samples types.  相似文献   

13.
There is an interest to understand the fate and behaviour of the food-borne pathogen Bacillus cereus in the gut, a challenging environment with a high bacterial background. We evaluated the current detection methods to select an appropriate strategy for B. cereus monitoring during gastrointestinal experiments. Application of quantitative real-time PCR (qPCR) in a gastrointestinal matrix required careful selection of the qPCR reaction and elaborate optimization of the DNA extraction protocol. Primer competition and depletion problems associated with qPCR reactions targeting general 16S rRNA gene can be avoided by the selection of a target sequence that is unique for and widespread among the target bacteria, such as the toxin gene nheB in the case of pathogenic B. cereus. Enumeration of B. cereus during the ileum phase was impossible by plating due to overgrowth by intestinal bacteria, while a carefully optimized qPCR enabled specific detection and quantification of B. cereus. On the other hand, plating allowed the distinction of viable, injured and dead bacteria and the germination of spores, which was not possible with qPCR. In conclusion, both plating and qPCR were necessary to yield the maximal information regarding the viability and physiology of the B. cereus population in various gastrointestinal compartments.  相似文献   

14.
Highly active antiretroviral therapy (HAART) has decreased the incidence of opportunistic infections in the central nervous system (CNS) in AIDS patients. However, toxoplasmic encephalitis (TE) still represents the most common cerebral mass lesion in patients infected with human immunodeficiency virus (HIV). The aim of this study was to evaluate nested PCR-B1 using cerebrospinal fluid (CSF) to detect Toxoplasma gondii DNA for the diagnosis of TE. A total of 114 samples were evaluated, and 33/44 samples from patients with TE were positive by PCR (sensitivity 75%), demonstrating the diagnostic usefulness of PCR technique. PCR-B1 products were analyzed by restriction fragment length polymorphism (RFLP) in 30 samples. Only type I allele at B1 was identified in these samples according banding patterns. This is the first report of evaluation of S1-AS1/S2-AS2 set of primers in more than 100 clinical samples as well as the first genotyping study of T. gondii in Cuba.  相似文献   

15.
The microsporidian species, Nosema apis and Nosema ceranae are both known to infect the European honeybee, Apis mellifera. Nosema disease has a global distribution and is responsible for considerable economic losses among apiculturists. In this study, 336 honeybee samples from 18 different prefectures in Japan were examined for the presence of N. apis and N. ceranae using a PCR technique. Although N. ceranae was not detected in most of the apiaries surveyed, the parasite was detected at three of the sites examined. Further, N. ceranae appears to be patchily distributed across Japan and no apparent geographic difference was observed among the areas surveyed. In addition, the apparent absence of N. apis suggests that N. ceranae may be displacing N. apis in A. mellifera in Japan. Partial SSU rRNA gene sequence analysis revealed the possible existence of two N. ceranae groups from different geographic regions in Japan. It seems likely that these microsporidian parasites were introduced into Japan through the importation of either contaminated honeybee-related products or infected queens. This study confirmed that PCR detection is effective for indicating the presence of this pathogen in seemingly healthy colonies. It is therefore hoped that the results presented here will improve our understanding of the epidemiology of Nosema disease so that effective controls can be implemented.  相似文献   

16.
Manila clams (Venerupis philippinarum) challenged in laboratory trials via bath exposure proved to be resistant to infections with Mikrocytos mackini (protistan parasite of unknown taxonomic affiliation), while Pacific oysters (Crassostrea gigas) challenged simultaneously using identical conditions developed infections. Although M. mackini was detected by a nucleic acid pathogen specific (PCR) assay in 10-30% of the challenged V. philippinarum that were sampled soon after exposure (0-48 h, n = 40), all of the subsequent V. philippinarum (n = 62) sampled 9-17 weeks post-exposure tested negative for M. mackini by PCR assay. Prevalence of infection for the exposed C. gigas (n = 100) during this same period ranged from 50% to 100% by PCR assay. Infection was confirmed in the oysters (58%, n = 60) by a digoxigenin-labelled DNA probe designed to detect M. mackini by in situ hybridization, but M. mackini was not found in any of the exposed Manila clams (n = 63) using this technique.  相似文献   

17.
Recent increasing number of travelers, immigrants and foreign workers from schistosomiasis endemic area has thus resulted in the importation of schistosomiasis to non-endemic countries. To avoid ova-induced pathogenicity, sensitive and specific diagnostic means at an early stage of infection are therefore crucial. In this study, we developed polymerase chain reaction (PCR) primers specific for human schistosome species. The PCR products were obtained in a species-specific manner (479 bp, Schistosoma mansoni; 365 bp, S. haematobium; 614 bp, S. japonicum; 303 bp, S. mekongi) and were detectable from 0.01 pg of total worm DNA (S. haematobium, S. japonicum, S. mekongi). The primer sets were also available for multiplex use. Although some difficulties were experienced in amplifying the parasite DNA from the infected animals, schistosome DNA could be detected from one day post infection. The PCR method described herein will therefore be beneficial to detect human schistosomiasis, after some improvements in this method.  相似文献   

18.

Background

Anaplasma phagocytophilum is a zoonotic and obligate intracellular bacterium transmitted by ticks. In domestic ruminants, it is the causative agent of tick-borne fever, which causes significant economic losses in Europe. As A. phagocytophilum is difficult to isolate and cultivate, only nine genome sequences have been published to date, none of which originate from a bovine strain.Our goals were to; 1/ develop a sequencing methodology which efficiently circumvents the difficulties associated with A. phagocytophilum isolation and culture; 2/ describe the first genome of a bovine strain; and 3/ compare it with available genomes, in order to both explore key genomic features at the species level, and to identify candidate genes that could be specific to bovine strains.

Results

DNA was extracted from a bovine blood sample infected by A. phagocytophilum. Following a whole genome capture approach, A. phagocytophilum DNA was enriched 197-fold in the sample and then sequenced using Illumina technology. In total, 58.9% of obtained reads corresponded to the A. phagocytophilum genome, covering 85.3% of the HZ genome. Then by performing comparisons with nine previously-sequenced A. phagocytophilum genomes, we determined the core genome of these ten strains. Following analysis, 1281 coding DNA sequences, including 1001 complete sequences, were detected in the A. phagocytophilum bovine genome, of which four appeared to be unique to the bovine isolate. These four coding DNA sequences coded for "hypothetical proteins of unknown function” and require further analysis. We also identified nine proteins common to both European domestic ruminants tested.

Conclusion

Using a whole genome capture approach, we have sequenced the first A. phagocytophilum genome isolated from a cow. To the best of our knowledge, this is the first time that this method has been used to selectively enrich pathogenic bacterial DNA from samples also containing host DNA. The four proteins unique to the A. phagocytophilum bovine genome could be involved in host tropism, therefore their functions need to be explored.

Electronic supplementary material

The online version of this article (doi:10.1186/1471-2164-15-973) contains supplementary material, which is available to authorized users.  相似文献   

19.
Deer serve as reservoirs of tick-borne pathogens that impact on medical and veterinary health worldwide. In the Republic of Korea, the population of Korean water deer (KWD, Hydropotes inermis argyropus) has greatly increased from 1982 to 2011, in part, as a result of reforestation programs established following the Korean War when much of the land was barren of trees. Eighty seven Haemaphysalis flava, 228 Haemaphysalis longicornis, 8 Ixodes nipponensis, and 40 Ixodes persulcatus (21 larvae, 114 nymphs, and 228 adults) were collected from 27 out of 70 KWD. A total of 89/363 ticks (266 pools, 24.5% minimum infection rate) and 5 (1.4%) fed ticks were positive for Anaplasma phagocytophilum using nested PCR targeting the 16S rRNA and groEL genes, respectively. The 16S rRNA gene fragment sequences of 88/89 (98.9%) of positive samples for A. phagocytophilum corresponded to previously described gene sequences from KWD spleen tissues. The 16S rRNA gene fragment sequences of 20/363 (5.5%) of the ticks were positive for A. bovis and were identical to previously reported sequences. Using the ITS specific nested PCR, 11/363 (3.0%) of the ticks were positive for Bartonella spp. This is the first report of Anaplasma and Bartonella spp. detected in ticks collected from KWD, suggesting that ticks are vectors of Anaplasma and Bartonella spp. between reservoir hosts in natural surroundings.  相似文献   

20.
Nosema ceranae is a recently described pathogen of Apis mellifera and Apis cerana. Relatively little is known about the distribution or prevalence of N. ceranae in the United States. To determine the prevalence and potential impact of this new pathogen on honey bee colonies in Virginia, over 300 hives were sampled across the state. The samples were analyzed microscopically for Nosema spores and for the presence of the pathogen using real-time PCR. Our studies indicate that N. ceranae is the dominant species in Virginia with an estimated 69.3% of hives infected. Nosema apis infections were only observed at very low levels (2.7%), and occurred only as co-infections with N. ceranae. Traditional diagnoses based on spore counts alone do not provide an accurate indication of colony infections. We found that 51.1% of colonies that did not have spores present in the sample were infected with N. ceranae when analyzed by real-time PCR. In hives that tested positive for N. ceranae, average CT values were used to diagnose a hive as having a low, moderate, or a heavy infection intensity. Most infected colonies had low-level infections (73%), but 11% of colonies had high levels of infection and 16% had moderate level infections. The prevalence and mean levels of infection were similar in different regions of the state.  相似文献   

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