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1.
小开放阅读框(small open reading frame, sORF)广泛存在于不同生物基因组中,由于其序列短,以及编码的产物小蛋白(smallprotein,或称微蛋白;microprotein或迷你蛋白miniprotein)检测困难等原因,小开放阅读框长期未得到充分注释和研究。近年来,随着高通量测序、翻译组和质谱分析等技术的不断发展,在不同生物中发现大量新的小开放阅读框,其编码的小蛋白及介导的翻译调控已应用于药物开发及植物抗病机理等研究。但是,目前对微生物的小开放阅读框相关研究和应用还相对有限。本文综述了小开放阅读框编码产物小蛋白的发现和鉴定,以及上游开放阅读框(upstream open reading frame, uORF)对mRNA翻译调控等最新研究进展,重点介绍了微生物基因组中小开放阅读框的鉴定和功能研究进展,为深入认识微生物中小开放阅读框的功能和作用机制,以及植物和动物等高等其他生物的小蛋白和翻译调控相关研究提供参考。  相似文献   

2.
Salim HM  Ring KL  Cavalcanti AR 《Protist》2008,159(2):283-298
We used the recently sequenced genomes of the ciliates Tetrahymena thermophila and Paramecium tetraurelia to analyze the codon usage patterns in both organisms; we have analyzed codon usage bias, Gln codon usage, GC content and the nucleotide contexts of initiation and termination codons in Tetrahymena and Paramecium. We also studied how these trends change along the length of the genes and in a subset of highly expressed genes. Our results corroborate some of the trends previously described in Tetrahymena, but also negate some specific observations. In both genomes we found a strong bias toward codons with low GC content; however, in highly expressed genes this bias is smaller and codons ending in GC tend to be more frequent. We also found that codon bias increases along gene segments and in highly expressed genes and that the context surrounding initiation and termination codons are always AT rich. Our results also suggest differences in the efficiency of translation of the reassigned stop codons between the two species and between the reassigned codons. Finally, we discuss some of the possible causes for such translational efficiency differences.  相似文献   

3.
We describe a novel polyprotein precursor‐based approach to express antibodies from mammalian cells. Rather than expressing heavy and light chain proteins from separate expression units, the antibody heavy and light chains are contained in one single‐open reading frame (sORF) separated by an intein gene fused in frame. Inside mammalian cells this ORF is transcribed into a single mRNA, and translated into one polypeptide. The antibody heavy and light chains are separated posttranslationally, assembled into the functional antibody molecule, and secreted into culture medium. It is demonstrated that Pol I intein from P. horikoshii mediates protein splicing and cleavage reactions in mammalian cells, in the context of antibody heavy and light chain amino acid sequences. To allow the separation of antibody heavy chain, light chain, and the intein, we investigated a number of intein mutations designed to inhibit intein‐mediated splicing but preserve cleavage reactions. We have also designed constructs in which the signal peptide downstream from intein has altered hydrophobicity. The use of some of these mutant constructs resulted in more efficient antibody secretion, highlighting areas that can be further explored in improving such an expression system. An antibody secreted using one of the sORF constructs was characterized. This antibody has correct N‐terminal sequences for both of its heavy and light chains, correct heavy and light chain MW as well as intact MW as measured by mass spectrometry. Its affinity to antigen, as measured by surface plasmon resonance (SPR), is indistinguishable from that of the same antibody produced using conventional method. © 2009 American Institute of Chemical Engineers Biotechnol. Prog., 2009  相似文献   

4.
U Lehmann 《Bio Systems》1985,17(3):193-208
A model for the evolution of a translation apparatus has been suggested where oligonucleotides in a hairpin conformation act as primordial adapters. Specifically activated amino acids are assumed to be attached to these hairpin molecules. For the specific activation, a chromatographic separation of, e.g. ala and CMP from gly and GMP can be accomplished on silica (e.g. of volcanic origin) with aqueous salt solutions. Other adsorbents like clays (kaolin, bentonite, montmorillonite), different silicates (florisil, magnesium trisilicate, calcium silicate, talc), hydroxyapatite, barium sulfate, calcium carbonate, calcium fluoride and titanoxide have been examined as model systems for the separation of nucleotides, nucleosides and amino acids on mineral surfaces. The possible role of chromatographic separation of amino acids for the formation of proteinoids, composed of selected amino acids, is also considered.  相似文献   

5.
Summary AGA and AGG (AGR) are arginine codons in the universal genetic code. These codons are read as serine or are used as stop codons in metazoan mitochondria. The arginine residues coded by AGR in yeast orTrypanosoma are coded by arginine CGN throughout metazoan mitochondria. AGR serine sites in metazoan mitochondria are occupied mainly in corresponding sites in yeast orTrypanosoma mitochondria by UCN serine, AGY serine, or codons for amino acids other than serine or arginine. Based on these observations, we propose the following evolutionary events. AGR codons became unassigned because of deletion of tRNA Arg (UCU) and elimination of AGR codons by conversion to CGN arginine codons. Upon acquisition by serine tRNA of pairing ability with AGR codons, some codons for amino acids other than arginine mutated to AGR, and were caputed by anticodon GCU in serine tRNA. During vertebrate mitochondrial evolution, AGR stop codons presumably were created from UAG stop by deletion of the first nucleotide U and by use of R as the third nucleotide that had existed next to the ancestral UAG stop.  相似文献   

6.
The genomes of grasses are very different in terms of size, ploidy level and chromosome number. Despite these significant differences, it was found by comparative mapping that the linear order (colinearity) of genetic markers and genes is very well conserved between different grass genomes. The potential of such conservation has been exploited in several directions, e.g. in defining rice as a model genome for grasses and in designing better strategies for positional cloning in large genomes. Recently, the development of large insert libraries in species such as maize, rice, barley and diploid wheat has allowed the study of large stretches of DNA sequence and has provided insight into gene organization in grasses. It was found that genes are not distributed randomly along the chromosomes and that there are clusters of high gene density in species with large genomes. Comparative analysis performed at the DNA sequence level has demonstrated that colinearity between the grass genomes is retained at the molecular level (microcolinearity) in most cases. However, detailed analysis has also revealed a number of exceptions to microcolinearity, which have given insight into mechanisms that are involved in grass-genome evolution. In some cases, the use of rice as a model to support gene isolation from other grass genomes will be complicated by local rearrangements. In this Botanical Briefing, we present recent progress and future prospects of comparative genomics in grasses.  相似文献   

7.
Environmental inputs during early development can shape the expression of phenotypes, which has long‐lasting consequences in physiology and life history of an organism. Here, we study whether experimentally manipulated availability of dietary antioxidants, vitamins C and E, influences the expression of genetic variance for antioxidant defence, endocrine signal and body mass in yellow‐legged gull chicks using quantitative genetic models based on full siblings. Our experimental study in a natural population reveals that the expression of genetic variance in total antioxidant capacity in plasma increased in chicks supplemented with vitamins C and E despite the negligible effects on the average phenotype. This suggests that individuals differ in their ability to capture and transport dietary antioxidants or to respond to these extra resources, and importantly, this ability has a genetic basis. Corticosterone level in plasma and body mass were negatively correlated at the phenotypic level. Significant genetic variance of corticosterone level appeared only in control chicks nonsupplemented with vitamins, suggesting that the genetic variation of endocrine system, which transmits environmental cues to adaptively control chick development, appeared in stressful conditions (i.e. poor antioxidant availability). Therefore, environmental inputs may shape evolutionary trajectories of antioxidant capacity and endocrine system by affecting the expression of cryptic genetic variation.  相似文献   

8.
Natural selection varies widely among locations of a species’ range, favoring population divergence and adaptation to local environmental conditions. Selection also differs between females and males, favoring the evolution of sexual dimorphism. Both forms of within‐species evolutionary diversification are widely studied, though largely in isolation, and it remains unclear whether environmental variability typically generates similar or distinct patterns of selection on each sex. Studies of sex‐specific local adaptation are also challenging because they must account for genetic correlations between female and male traits, which may lead to correlated patterns of trait divergence between sexes, whether or not local selection patterns are aligned or differ between the sexes. We quantified sex‐specific divergence in five clinally variable traits in Drosophila melanogaster that individually vary in their magnitude of cross‐sex genetic correlation (i.e., from moderate to strongly positive). In all five traits, we observed parallel male and female clines, regardless of the magnitude of their genetic correlation. These patterns imply that parallel spatial divergence of female and male traits is a reflection of sexually concordant directional selection imposed by local environmental conditions. In such contexts, genetic correlations between the sexes promote, rather than constrain, local adaptation to a spatially variable environment.  相似文献   

9.
Metallothioneins are cysteine-rich, metal-binding proteins ubiquitously expressed in living organisms. In the last past years, a plethora of vertebrate metallothionein sequences have become available, but so far there has been an almost absolute lack of data about sequences of metallothionein of non-avian diapsida. In the framework of the investigations on structural and functional properties of non-mammalian metallothioneins, we have cloned and sequenced the cDNAs encoding for metallothioneins of 10 squamate reptiles, belonging to 5 different infraorders. These sequences have been used to gain insight into the evolutionary history of metallothioneins in reptiles. Phylogenetic analysis shows that reptilian metallothionein phylogeny is inconsistent with the species phylogeny. Such findings allow us to hypothesize that the identified metallothionein in each squamate species used for this study might be considered a paralogous gene derived from more events of gene duplication and losses occurred during the diversification of the squamate species. Finally, through vertebrate metallothionein comparisons and phylogenetic analysis, we also add a novel contribution to the understanding of the evolution of metallothionein genes along the major vertebrate lineages.  相似文献   

10.
Limber pine ( Pinus flexilis ) is a keystone species of high‐elevation forest ecosystems of western North America, but some parts of the geographic range have high infection and mortality from the non‐native white pine blister rust caused by Cronartium ribicola . Genetic maps can provide essential knowledge for understanding genetic disease resistance as well as local adaptation to changing climates. Exome‐seq was performed to construct high‐density genetic maps in two seed families. Composite maps positioned 9612 unigenes across 12 linkage groups ( LG s). Syntenic analysis of genome structure revealed that the majority of orthologs were positional orthologous genes ( POG s) with localization on homologous LG s among conifer species. Gene ontology ( GO) enrichment analysis showed relatively fewer constraints for POG s with putative roles in adaptation to environments and relatively more conservation for POG s with roles in basic cell function and maintenance. The mapped genes included 639 nucleotide‐binding site leucine‐rich repeat genes ( NBS LRR s) , 290 receptor‐like protein kinase genes ( RLK s), and 1014 genes with potential roles in the defense response and induced systemic resistance to attack by pathogens. Orthologous loci for resistance to rust pathogens were identified and were co‐positioned with multiple members of the R gene family, revealing the evolutionary pressure acting upon them. This high‐density genetic map provides a genomic resource and practical tool for breeding and genetic conservation programs, with applications in genome‐wide association studies ( GWASs ), the characterization of functional genes underlying complex traits, and the sequencing and assembly of the full‐length genomes of limber pine and related Pinus species.  相似文献   

11.
In the present study, partial sequences of the mitochondrial cytochrome oxidase subunit I (COI) gene of 22 island populations of the springtail Homidia socia in the Thousand Island Lake were sequenced. Across all sequences, 37 haplotypes were identified for the 510‐bp mitochondrial (mt) DNA COI gene. Haplotype 2 was the most common, and was distributed in the most of the 22 island populations. Haplotype diversity ranged from 0.065 to 0.733, and the total genetic diversity was 0.56216. The genetic characteristics of the 22 island populations were analyzed using the fixation index and gene flow, with values of 0.00043–0.94900 and 0.02703–703.72540, respectively. Comparison between (island area and isolations) with population genetic diversity revealed that there were no significant correlations between them, except for a significant correlation between the number of haplotypes and island area. Mantel tests showed that there was no significant correlation between geographic distance and genetic distance among various groups. All the results indicated that there were no obvious relationships between island characteristics and the genetic diversity of the springtails. We consider that the low dispersal capacity of springtails and the island patches surrounded by water in the Thousand Island Lake are the major factors affecting the genetic diversity of H. socia.  相似文献   

12.
Protein sequence and structure comparisons show that the catalytic domains of Class I aminoacyl-tRNA synthetases, a related family of nucleotidyltransferases involved primarily in coenzyme biosynthesis, nucleotide-binding domains related to the UspA protein (USPA domains), photolyases, electron transport flavoproteins, and PP-loop-containing ATPases together comprise a distinct class of alpha/beta domains designated the HUP domain after HIGH-signature proteins, UspA, and PP-ATPase. Several lines of evidence are presented to support the monophyly of the HUP domains, to the exclusion of other three-layered alpha/beta folds with the generic "Rossmann-like" topology. Cladistic analysis, with patterns of structural and sequence similarity used as discrete characters, identified three major evolutionary lineages within the HUP domain class: the PP-ATPases; the HIGH superfamily, which includes class I aaRS and related nucleotidyltransferases containing the HIGH signature in their nucleotide-binding loop; and a previously unrecognized USPA-like group, which includes USPA domains, electron transport flavoproteins, and photolyases. Examination of the patterns of phyletic distribution of distinct families within these three major lineages suggests that the Last Universal Common Ancestor of all modern life forms encoded 15-18 distinct alpha/beta ATPases and nucleotide-binding proteins of the HUP class. This points to an extensive radiation of HUP domains before the last universal common ancestor (LUCA), during which the multiple class I aminoacyl-tRNA synthetases emerged only at a late stage. Thus, substantial evolutionary diversification of protein domains occurred well before the modern version of the protein-dependent translation machinery was established, i.e., still in the RNA world.  相似文献   

13.
Transferrins, found in invertebrates and vertebrates, form a physiologically important family of proteins playing a major role in iron acquisition and transport, defense against microbial pathogens, growth and differentiation. These proteins are bilobal in structure and each lobe is composed of two domains divided by a cleft harboring an iron atom. Vertebrate transferrins comprise of serotransferrins, lactoferrins and ovotransferrins. In mammals serotransferrins transport iron in physiological fluids and deliver it to cells, while lactoferrins scavenge iron, limiting its availability to invading microbes. In oviparous vertebrates there is only one transferrin gene, expressed either in the liver to be delivered to physiological fluids as serotransferrin, or in the oviduct with a final localization in egg white as ovotransferrin. Being products of one gene sero- and ovotransferrin are identical at the amino-acid sequence level but with different, cell specific glycosylation patterns. Our knowledge of the mechanisms of transferrin iron binding and release is based on sequence and structural data obtained for human serotransferrin and hen and duck ovotransferrins. No sequence information about other ovotransferrins was available until our recent publication of turkey, ostrich, and red-eared turtle (TtrF) ovotransferrin mRNA sequences [Ciuraszkiewicz, J., Olczak, M., Watorek, W., 2006. Isolation, cloning and sequencing of transferrins from red-eared turtle, African ostrich and turkey. Comp. Biochem. Physiol. 143 B, 301-310]. In the present paper, ten new reptilian mRNA transferrin sequences obtained from the Nile crocodile (NtrF), bearded dragon (BtrF), Cuban brown anole (AtrF), veiled and Mediterranean chameleons (VtrF and KtrF), sand lizard (StrF), leopard gecko (LtrF), Burmese python (PtrF), African house snake (HtrF), and grass snake (GtrF) are presented and analyzed. Nile crocodile and red-eared turtle transferrins have a disulphide bridge pattern identical to known bird homologues. A partially different disulphide bridge pattern was found in the Squamata (snakes and lizards). The possibility of a unique interdomain disulphide bridge was predicted for LtrF. Differences were found in iron-binding centers from those of previously known transferrins. Substitutions were found in the iron-chelating residues of StrF and TtrF and in the synergistic anion-binding residues of NtrF. In snakes, the transferrin (PtrF, HtrF and GtrF) N-lobe "dilysine trigger" occurring in all other known transferrins was not found, which indicates a different mechanism of iron release.  相似文献   

14.
Plasmid-mediated transfer of drug-resistance genes among various bacterial species is considered one of the most important mechanisms for the spread of multidrug resistance. To gain insights into the evolution of gene organization and antimicrobial resistance in clinical bacterial samples, a complete plasmid genome of Klebsiella pneumoniae pKF3-140 is determined, which has a circular chromosome of 147,416 bp in length. Among the 203 predicted genes, 142 have function assignment and about 50 appear to be involved in plasmid replication, maintenance, conjugative transfer, iron acquisition and transport, and drug resistance. Extensive comparative genomic analyses revealed that pKF3-140 exhibits a rather low sequence similarity and structural conservation with other reported K. pneumoniae plasmids. In contrast, the overall organization of pKF3-140 is highly similar to Escherichia coli plasmids p1ESCUM and pUTI89, which indicates the possibility that K. pneumoniae pKF3-140 may have a potential origin in E. coli. Meanwhile, interestingly, several drug resistant genes show high similarity to the plasmid pU302L in Salmonella enterica serovar Typhimurium U302 strain G8430 and the plasmid pK245 in K. pneumoniae. This mosaic pattern of sequence similarities suggests that pKF3-140 might have arisen from E. coli and acquired the resistance genes from a variety of enteric bacteria and underscores the importance of a further understanding of horizontal gene transfer among enteric bacteria.  相似文献   

15.
R. G. Blanks 《Cytopathology》2011,22(3):146-154
R. G. Blanks
Estimation of disease severity in the NHS cervical screening programme. Part I: artificial cut‐off points and semi‐quantitative solutions Objective: Current cytology and histology classifications are based on ordered categories and have a strong emphasis on providing information that decides a woman's management rather than the best estimate of disease severity. This two‐part paper explores the use of a quantitative approach to both cytology and histology disease severity measurements. Methods: In Part I the problem of artificial cut‐off points is discussed and a simple semi‐quantitative solution to the problem is proposed. This closely relates to the revised British Society for Clinical Cytology (BSCC) terminology. The estimates of disease severity are designed as extensions of the existing methods, with an emphasis on probability rather than certainty, as a more natural way of approaching the problem. Borderline changes are treated as categorical variables, but koilocytosis, mild, moderate and severe dyskaryosis, and ?invasive as quasi‐continuous and the disease severity estimated as a grade number (GN) with any value between 0–4 and the margin of error as a calculated grade range (CGR). Results: As an example, if the reader is unsure between moderate dyskaryosis (HSIL favouring CIN2) and mild dyskaryosis (LSIL favouring CIN1) they can register this uncertainty as a probability, such as 60%/40% moderate/mild. With 2 and 1 as the mid‐points of the grade numbers for moderate and mild dyskaryosis the GN value is ((60 × 2) + (40 × 1))/100 = 1.6. The CGR is 1.5 ? 0.4 to 1.5 + 0.6 = 1.1 to 2.1. The GN (CGR) estimate of disease severity is therefore 1.6 (1.1–2.1). In a similar manner the disease severity from all slides showing koilocytosis or dyskaryosis can be estimated as a number between 0 and 4 with an associated error. Histology can be treated in a similar way. Conclusions: This semi‐quantitative approach provides a framework more suitable for research and audit of disease severity estimates. It avoids the paradox inherent in the current systems using artificial cut‐points to produce categories whereby increasing agreement can only be achieved by losing information.  相似文献   

16.
Rem2 is a member of the RGK (Rem, Rad, and Gem/Kir) subfamily of the Ras superfamily of GTP binding proteins. In mammals, Rem2 has been found to be unique in not only its structure, but also its tissue specificity, as it is the first member to be found at high levels in neuronal tissue. Because Rem2 has previously been implicated in neuronal cell proliferation, and amphibians maintain relatively high neuronal proliferative activity as adults, we sought to isolate and acquire the full-length sequence of the rem2 gene from the brain of the bullfrog (Rana catesbeiana). Furthermore, we used real time PCR (rtPCR) to characterize its tissue specificity, regional brain expression, and brain expression levels at different stages of development. Deduced amino acid sequence analysis showed that the bullfrog Rem2 protein possesses the unique 5′ extension characteristic of mammalian Rem2 and the RGK subfamily to which it belongs. Tissue specificity of the bullfrog rem2 gene showed that the bullfrog is similar to both mammals and fish in that the levels of rem2 gene expression were significantly greater in the brain than all other tissues assayed. In the brain itself, differential rem2 expression patterns were observed between six major brain areas assayed and the spinal cord, with expression significantly high in the cerebrum and low in the cerebellum. Finally, examination of whole brain rem2 expression levels in bullfrogs at different stages of development revealed greater expression after metamorphic climax.  相似文献   

17.
18.
The binding of endogenous manganese (Mn) to proteins released from spinach grana-thylakoid membranes by 2% cholate detergent or by osmotic shock is investigated. A mixture of 15–20 proteins is released by cholate and has been separated by isoelectric focusing in a sucrose gradient or by chromatofocusing. Mn coelutes with several proteins, but is lost upon dialysis. A dramatic redistribution of this Mn occurs in proteins released by osmotic shock in the presence of hydrophobic and hydrophilic oxidants. Maintaining an oxidizing solution potential during extraction apparently precludes reduction of the higher oxidation states of Mn to the labile Mn(II) state by reducing agents released from the membranes during lysing. This allows proteins to be separated which bind non-labile Mn ions. Under these extraction conditions, a protein is isolated which has an apparent molecular weight (Mr) of 65 000 or 56 000 on SDS-polyacrylamide gel electrophoresis depending on the sample buffer system used. The nondissociated protein occurs as a monomer of 58 kDa (90%) and an apparent dimer of 112 kDa (10%) by gel filtration. This protein binds little Mn if extracted by cholate and separated by isoelectric focusing. However, extraction by osmotic shock in the presence of oxidants and separation by chromatofocusing results in the retention of 1.9 ± 0.3 Mn ions per monomer. This protein is identical to that reported by Spector and Winget (Spector, M., and Winget, G.D. (1980) Proc. Natl. Acad. Sci. U.S.A. 77, 957–959). Contrary to their result, this protein does not reconstitute O2 evolution when added to depleted membranes. Rabbit antibody to this purified protein inhibits O2 evolution by 20% when incubated with intact grana-thylakoid membranes or 10–20% with partially inverted, French-pressed thylakoids. This inhibition is completely removed by 10?3 M NH3Cl as an uncoupler of photophosphorylation. These results support a role in Phosphorylation and a location on the outer surface of the thylakoids. This antibody also selectively binds purified coupling factor, CF1, the multisubunit phosphorylation enzyme which is located on the outer thylakoid surface and which is known to bind two Mn ions tightly (Hochman, Y. and Carmeli, C. (1981) Biochemistry 20, 6293–6297). Thus the β-subunit of CF1, which has a molecular weight of 56 kDa, can be identified as the locus of Mn binding in CF1 and as the Mn protein isolated by Spector and Winget. This protein plays no role on O2 evolution.  相似文献   

19.
Hexokinase family includes hexokinases I, II, III and IV, that catalyze the phosphorylation of glucose to produce glucose 6-phosphate. Hexokinase IV, also known as glucokinase, is only half size of the other types of hexokinases that contain two hexokinase domains. Despite the enormous progress in the study of hexokinases, the evolutionary relationship between glucokinase and other hexokinases is still uncertain, and the molecular processes leading to the emergence of hexokinases in vertebrates remain controversial. Here we clearly demonstrated the presence of a single hexokinase-like gene in the amphioxus Branchiostoma japonicum, Bjhk, which shows a tissue-specific expression pattern, with the most abundant expression in the hepatic caecum, testis and ovary. The phylogenetic and synteny analyses both reveal that BjHK is the archetype of vertebrate hexokinases IV, i.e. glucokinases. We also found for the first time that recombinant BjHK showed functional enzyme activity resembling vertebrate hexokinases I, II, III and IV. In addition, a native glucokinase activity was detected in the hepatic caecum. Finally, glucokinase activity in the hepatic caecum was markedly reduced by fasting, whereas it was considerably increased by feeding. Altogether, these suggest that Bjhk represents the archetype of glucokinases, from which vertebrate hexokinase gene family was evolved by gene duplication, and that the hepatic caecum plays a role in the control of glucose homeostasis in amphioxus, in favor of the notion that the hepatic caecum is a tissue homologous to liver.  相似文献   

20.
The causes of the particular distribution of both Trypanosoma cruzi lineages throughout the American continent remain unknown. In Colombia, T. cruzi I is the predominant group in both domestic and sylvatic cycles. Here, we present the biological characterization of T. cruzi parasites belonging to both T. cruzi I and T. cruzi IIb groups. Our results show the inability of the T. cruzi IIb clones to infect mammalian cells, produce trypomastigotes and replicate in Rhodnius prolixus, the main vector species in this country. Moreover, this result was confirmed when other species from the same genus, such as R. pallescens and R. robustus, were infected with the same TcIIb clone and its parental strain, while the infection in other genera such as Triatoma and Panstrongylus was successful. Furthermore, the growth kinetics and duplication time in vitro suggest that the high prevalence of T. cruzi I in Colombia results from more successful interactions between parasite lineage, vector, and host species. This type of study may help to understand the factors influencing the particular epidemiological patterns of Chagas disease transmission in different endemic regions.  相似文献   

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