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1.
Sci Rep ; 11(1): 13547, 2021 06 29.
Artículo en Inglés | MEDLINE | ID: mdl-34188142

RESUMEN

Lupin cultivation worldwide is threatened by anthracnose, a destructive disease caused by the seed- and air-borne fungal pathogen Colletotrichum lupini. In this study we explored the intraspecific diversity of 39 C. lupini isolates collected from different lupin cultivating regions around the world, and representative isolates were screened for their pathogenicity and virulence on white and Andean lupin. Multi-locus phylogeny and morphological characterizations showed intraspecific diversity to be greater than previously shown, distinguishing a total of six genetic groups and ten distinct morphotypes. Highest diversity was found across South America, indicating it as the center of origin of C. lupini. The isolates that correspond to the current pandemic belong to a genetic and morphological uniform group, were globally widespread, and showed high virulence on tested white and Andean lupin accessions. Isolates belonging to the other five genetic groups were mostly found locally and showed distinct virulence patterns. Two highly virulent strains were shown to overcome resistance of advanced white lupin breeding material. This stresses the need to be careful with international seed transports in order to prevent spread of currently confined but potentially highly virulent strains. This study improves our understanding of the diversity, phylogeography and pathogenicity of a member of one of the world's top 10 plant pathogen genera, providing valuable information for breeding programs and future disease management.


Asunto(s)
Colletotrichum , Variación Genética , Lupinus/microbiología , Enfermedades de las Plantas , Factores de Virulencia/genética , Colletotrichum/genética , Colletotrichum/patogenicidad , Enfermedades de las Plantas/genética , Enfermedades de las Plantas/microbiología
2.
Proc Natl Acad Sci U S A ; 117(45): 28183-28190, 2020 11 10.
Artículo en Inglés | MEDLINE | ID: mdl-33109722

RESUMEN

The idea that tropical forest and savanna are alternative states is crucial to how we manage these biomes and predict their future under global change. Large-scale empirical evidence for alternative stable states is limited, however, and comes mostly from the multimodal distribution of structural aspects of vegetation. These approaches have been criticized, as structure alone cannot separate out wetter savannas from drier forests for example, and there are also technical challenges to mapping vegetation structure in unbiased ways. Here, we develop an alternative approach to delimit the climatic envelope of the two biomes in Africa using tree species lists gathered for a large number of forest and savanna sites distributed across the continent. Our analyses confirm extensive climatic overlap of forest and savanna, supporting the alternative stable states hypothesis for Africa, and this result is corroborated by paleoecological evidence. Further, we find the two biomes to have highly divergent tree species compositions and to represent alternative compositional states. This allowed us to classify tree species as forest vs. savanna specialists, with some generalist species that span both biomes. In conjunction with georeferenced herbarium records, we mapped the forest and savanna distributions across Africa and quantified their environmental limits, which are primarily related to precipitation and seasonality, with a secondary contribution of fire. These results are important for the ongoing efforts to restore African ecosystems, which depend on accurate biome maps to set appropriate targets for the restored states but also provide empirical evidence for broad-scale bistability.


Asunto(s)
Clima , Ecosistema , Bosques , Pradera , África , Incendios , Lluvia , Estaciones del Año , Árboles , Clima Tropical
3.
Sci Total Environ ; 616-617: 255-268, 2018 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-29117584

RESUMEN

The herbicide glyphosate, N-(phosphonomethyl) glycine, has been used extensively in the past 40years, under the assumption that side effects were minimal. However, in recent years, concerns have increased worldwide about the potential wide ranging direct and indirect health effects of the large scale use of glyphosate. In 2015, the World Health Organization reclassified glyphosate as probably carcinogenic to humans. A detailed overview is given of the scientific literature on the movement and residues of glyphosate and its breakdown product aminomethyl phosphonic acid (AMPA) in soil and water, their toxicity to macro- and microorganisms, their effects on microbial compositions and potential indirect effects on plant, animal and human health. Although the acute toxic effects of glyphosate and AMPA on mammals are low, there are animal data raising the possibility of health effects associated with chronic, ultra-low doses related to accumulation of these compounds in the environment. Intensive glyphosate use has led to the selection of glyphosate-resistant weeds and microorganisms. Shifts in microbial compositions due to selective pressure by glyphosate may have contributed to the proliferation of plant and animal pathogens. Research on a link between glyphosate and antibiotic resistance is still scarce but we hypothesize that the selection pressure for glyphosate-resistance in bacteria could lead to shifts in microbiome composition and increases in antibiotic resistance to clinically important antimicrobial agents. We recommend interdisciplinary research on the associations between low level chronic glyphosate exposure, distortions in microbial communities, expansion of antibiotic resistance and the emergence of animal, human and plant diseases. Independent research is needed to revisit the tolerance thresholds for glyphosate residues in water, food and animal feed taking all possible health risks into account.


Asunto(s)
Glicina/análogos & derivados , Herbicidas/efectos adversos , Animales , Carcinógenos , Ecotoxicología , Monitoreo del Ambiente , Glicina/efectos adversos , Humanos , Plantas , Microbiología del Suelo , Contaminantes del Suelo/efectos adversos , Contaminantes Químicos del Agua/efectos adversos , Glifosato
4.
Annu Rev Phytopathol ; 54: 25-54, 2016 08 04.
Artículo en Inglés | MEDLINE | ID: mdl-27215969

RESUMEN

Organic agriculture has expanded worldwide. Numerous papers were published in the past 20 years comparing plant diseases in organic and conventional crops. Root diseases are generally less severe owing to greater soil health, whereas some foliar diseases can be problematic in organic agriculture. The soil microbial community and nitrogen availability play an important role in disease development and yield. Recently, the focus has shifted to optimizing organic crop production by improving plant nutrition, weed control, and plant health. Crop-loss assessment relating productivity to all yield-forming and -reducing factors would benefit organic production and sustainability evaluation.


Asunto(s)
Agricultura Orgánica/métodos , Enfermedades de las Plantas/prevención & control , Aire/parasitología , Microbiología del Aire , Productos Agrícolas/crecimiento & desarrollo , Productos Agrícolas/microbiología , Productos Agrícolas/parasitología , Productos Agrícolas/virología , Enfermedades de las Plantas/microbiología , Enfermedades de las Plantas/parasitología , Enfermedades de las Plantas/virología , Suelo/parasitología , Microbiología del Suelo
5.
HNO ; 48(5): 367-71, 2000 May.
Artículo en Alemán | MEDLINE | ID: mdl-10872117

RESUMEN

The tumorigenesis of head and neck squamous cell carcinoma (HNSCC) has been proposed to represent a multistep process characterized by an accumulation of genetic alterations. To study numerical chromosomal aberrations and chromosomal imbalances, biopsies of 11 malignant tumours and biopsies of 16 oral premalignant lesions (leukoplakias) were analyzed by fluorescence in situ hybridization (FISH) using centromeric probes for chromosomes, 1, 7, 9, 10 and 17. The comparison of the alterations observed in simple leukoplakias (group 1, n = 8), dysplastic leukoplakias (group 2, n = 8) and malignant tumours (group 3, n = 11) by the Cochran-Armitage Trend Test revealed an increasing number of numerical chromosomal abberations. This difference was statistically highly significant (p < 0.001). The data open up the possibility that FISH analysis might help to better characterize the progression of premalignant oral leukoplakias.


Asunto(s)
Carcinoma de Células Escamosas/genética , Aberraciones Cromosómicas/genética , Neoplasias Hipofaríngeas/genética , Hibridación Fluorescente in Situ , Leucoplasia Bucal/genética , Neoplasias Orofaríngeas/genética , Biopsia , Carcinoma de Células Escamosas/patología , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/patología , Progresión de la Enfermedad , Humanos , Neoplasias Hipofaríngeas/patología , Leucoplasia Bucal/patología , Mucosa Bucal/patología , Estadificación de Neoplasias , Neoplasias Orofaríngeas/patología , Valor Predictivo de las Pruebas
6.
Phytopathology ; 90(6): 621-8, 2000 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-18944542

RESUMEN

ABSTRACT Thirty isolates of P. griseacollected from rice during a blast epidemic in 1995 in the high (1,800 to 2,600 m) and middle (1,200 to 1,800 m) elevations of Bhutan and 80 isolates collected from one rice cultivar from two high- and two mid-elevation sites in 1996 were analyzed for virulence. Differential varieties were indica CO39, with five near-isogenic lines (NILs) for resistance genes in the genetic background of CO39, and japonica Lijiangxintuanheigu (LTH), with five NILs for LTH. Twelve selected Bhutanese landraces also were studied. In addition, 10 blast nurseries consisting of the NIL sets, important local landraces, and representatives of international differential groups were established in the 1996 and 1997 growing seasons in the mid- and high-elevation agroecological zones. The 110 isolates were differentiated into 53 pathotypes based on the 2 NIL sets. Thirteen isolates were avirulent on all of the NILs but were compatible with some landraces. Several isolates were able to attack one of the NILs of CO39 but not CO39. These results strongly suggest that both CO39 and LTH possess previously unidentified resistance. The landraces were not uniform in their reactions to the isolates. When a reaction index taking into account all individual plant reactions was used, isolates that had been assigned to the same pathotype could be further differentiated, indicating that the NIL sets could not completely discriminate virulences in Bhutanese P. grisea populations. In the trap nurseries, disease was always present in the middle elevations, but disease was very low during July 1996 in the high elevations and only present during August and September 1997. Almost all varietal groups were more frequently attacked in the middle than in the high elevations, indicating that the virulence spectrum is wider and the conduciveness of the environment is greater in the middle elevations. Landraces from the high elevations were most susceptible, followed by international differential groups 7 and 8. The results suggest that selection has yielded landraces with more complete and complex resistance in the more disease-conducive mid-elevation environment. At the same time, the pathogen population also possesses a wider virulence spectrum in that environment.

7.
Phytopathology ; 89(1): 64-7, 1999 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18944805

RESUMEN

ABSTRACT The dispersal potential of Xanthomonas oryzae pv. oryzae, causal agent of bacterial blight of rice (Oryzae sativa), was investigated through measurement of primary disease gradients. Plants within individual hills of rice were inoculated, and the number of new lesions in the primary generation of dispersal from these inoculated sources was counted. Two dispersal models that can describe the number of infections at the source (the Kiyosawa and Shiyomi and the modified Gregory) were fit to the lesion counts. Estimated gradient slopes were similar in the 2 years of the study for both gradient models. However, the Kiyosawa and Shiyomi model gave a better fit in both years, as indicated by higher coefficients of determination and significances of slopes and by a more random pattern of residuals. Primary disease gradients were very steep, with half-distances (distances over which lesion numbers are calculated to decrease by half) estimated from the Kiyosawa and Shiyomi model of 0.091 and 0.081 m in 1994 and 1995, respectively. Splash dispersal of X. oryzae pv. oryzae is the most likely explanation for both the steep slopes measured and the superior fit of the Kiyosawa and Shiyomi model over the modified Gregory model.

8.
Laryngoscope ; 108(6): 917-22, 1998 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-9628510

RESUMEN

To examine at which stage in the multistep process of head and neck tumorigenesis numerical chromosomal alterations can be detected by fluorescence in situ hybridization (FISH), biopsies and cell smear preparations of clinically healthy oral tissue, premalignant lesions (leukoplakias), and tumors were analyzed by FISH using chromosome-specific centromeric probes. Aberrations found in tumor biopsies and in tumor cell smears consisted of trisomy of chromosomes 1, 7, 10, and 17 and monosomy of chromosomes 1, 7, 9, 10, and 17. In five of eight dysplastic oral leukoplakia biopsies, aberrations were seen consisting of trisomy of chromosome 1, 7, and 17, and monosomy of chromosome 9. No aberrations were found in biopsies of hyperplastic lesions (n = 8), or in oral cell smears of persons at risk. Because numerical chromosomal aberrations seem to be highly specific for malignant cells, FISH may help to identify leukoplakias that have a high risk of malignant conversion.


Asunto(s)
Aberraciones Cromosómicas/diagnóstico , Neoplasias de Cabeza y Cuello/genética , Hibridación Fluorescente in Situ/métodos , Leucoplasia/genética , Adolescente , Adulto , Anciano , Biopsia , Aberraciones Cromosómicas/genética , Trastornos de los Cromosomas , Cromosomas Humanos Par 1/genética , Cromosomas Humanos Par 10/genética , Cromosomas Humanos Par 17/genética , Cromosomas Humanos Par 7/genética , Estudios de Seguimiento , Neoplasias de Cabeza y Cuello/patología , Humanos , Leucoplasia/patología , Persona de Mediana Edad
9.
Oncogene ; 16(13): 1671-9, 1998 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-9582015

RESUMEN

Recent studies have suggested that different mutation types within the core domain of the tumour suppressor protein p53, i.e. DNA contact mutations and structural mutations, confer different biological properties. We have analysed in 86 head and neck squamous cell carcinomas (HNSCC), whether these p53 mutation types have a differential clinical impact. Thirty-seven missense mutations were identified. Thirteen of these (36%) were DNA contact mutations, occurring in the L3 loop, in the H2 loop sheet helix motif, in the S10 beta strand and in Zinc binding residues. Microsatellite marker analysis revealed a selective association between these mutations and the loss of wild-type alleles (100% LOH vs 50% LOH in tumours with structural mutations; P=0.0034, Fisher's exact, 2-tailed). In comparison to structural mutations or to the absence of mutations in the core domain, DNA contact mutations were associated with higher tumour stages (84.6% vs 62%), a higher incidence of lymph node metastasis (91.7% vs 56%; P=0.014, Fisher's exact, 2-tailed), a shortened recurrence-free survival (8.1 months vs 23.7 months, P=0.047, log rank test) and overall survival (11 months vs 29.2 months; P=0.003, log rank test). The latter was also the case when only stage IV tumours were analysed (P=0.0055, log rank test). These data indicate that in HNSCC, TP53 DNA contact mutations confer a strong selection pressure to eliminate wild-type alleles, and that they result in an accelerated tumour progression and reduced therapeutic responsiveness.


Asunto(s)
Carcinoma de Células Escamosas/genética , ADN/metabolismo , Eliminación de Gen , Neoplasias de Cabeza y Cuello/genética , Proteína p53 Supresora de Tumor/genética , Adulto , Anciano , Anciano de 80 o más Años , Sitios de Unión , Carcinoma de Células Escamosas/fisiopatología , Femenino , Neoplasias de Cabeza y Cuello/fisiopatología , Humanos , Masculino , Persona de Mediana Edad , Pronóstico
10.
Phytopathology ; 87(1): 66-70, 1997 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18945155

RESUMEN

ABSTRACT Experiments were conducted in farmers' fields at two locations of the irrigated lowlands of Laguna province in southern Luzon island, Philippines, during the wet seasons of 1993 and 1994. Nine rice populations were studied including pure stands, two-component mixtures, two-gene combinations of backcrossed lines containing varying combinations of the bacterial blight resistance genes Xa-4, xa-5, and Xa-10, and a non-isogenic cultivar containing Xa-4 and partial resistance to bacterial blight. The area under the disease progress curve (AUDPC) of both gene combinations studied was significantly less than the single most effective gene of each combination deployed singly. A mixture of a susceptible and a resistant line expressed an AUDPC significantly less than the mean of its component pure stands, but two other mixtures did not. The cultivar IR20, which contains both Xa-4 and partial resistance, reduced the AUDPC by about two-thirds as compared with IR-BB4, which contains Xa-4 and little or no partial resistance.

11.
Theor Appl Genet ; 85(6-7): 809-21, 1993 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24196054

RESUMEN

Eighteen populations, composed of four wheat (Triticum aestivum) varieties that were originally mixed together at equal frequencies, were grown for one-to-three generations at two locations. In addition, pure stands of the four varieties were grown in each year. Populations were either exposed to two stripe rust (Puccinia striiformis) races, protected from stripe rust, or exposed to alternating years of diseased and disease-free conditions. Regression of the logit of a variety's frequency versus generation number was used to calculate the relative fitness of each variety in each population. These analyses suggest that the relative fitnesses of the wheat varieties were affected by disease and geographic location and were constant over time. However, frequency-changes of varieties in the mixtures were negatively correlated with their planting frequencies (0.0001 < P < 0.085 in 14 out of 16 cases), suggesting that fitnesses were frequency-dependent in both the presence and absence of disease. We hypothesize that failure to detect frequency-dependence of fitness in the logit analyses was due to a limited number of generations and a limited range of initial variety frequencies. This is supported by data from longer-term studies in the literature that provide evidence for frequency-dependence of fitness in plant mixtures. Analyses of currently available field data suggest that stable equilibria may be a more likely outcome for mixtures of varieties that are more closely related and/or more uniformly adapted to the environment in which they are grown.

12.
Basic Res Cardiol ; 86(4): 303-16, 1991.
Artículo en Inglés | MEDLINE | ID: mdl-1659803

RESUMEN

The aim of the study was to analyze changes in myocardial angiotensinogen gene expression and myocardial angiotensin converting enzyme activity in slowly progressing low-output failure. In adult, male Wistar rats, acute ventricular tachypacing by 610 to 620 impulses per minute lowered end-diastolic external diameter of the left ventricle by 2.6% (p less than 0.01), but did not lower cardiac output or abolish coronary reserve, since left-ventricular subendocardial blood flow of paced rats increased under dipyridamole (2 mg/kg i.v.) by 56% (p less than 0.01). Systemic neuroendocrine activation and ventricular dilation without enlargement of ventricular mass developed subsequent to chronic tachypacing, but left-ventricular diameter during pacing never exceeded the value of sham rats on sinus rhythm. After 2 weeks, cardiac output was lowered by 14% (p less than 0.001), cardiopulmonary blood volume was elevated by 30% (p less than 0.001), and angiotensinogen mRNA and angiotensin converting enzyme activity in ventricular myocardium were doubled. We conclude that conditions for an enhanced intracardiac angiotensin II-formation developed in tachypacing-induced heart failure, but that enhanced systolic wall stress or myocardial ischemia are not required for this activation of the local cardiac renin-angiotensin system.


Asunto(s)
Angiotensinógeno/biosíntesis , Gasto Cardíaco Bajo/metabolismo , Peptidil-Dipeptidasa A/metabolismo , Angiotensinógeno/genética , Animales , Estimulación Cardíaca Artificial , Regulación de la Expresión Génica , Hemodinámica , Masculino , ARN Mensajero/análisis , Ratas , Ratas Endogámicas
13.
Z Kardiol ; 80 Suppl 2: 1-10, 1991.
Artículo en Alemán | MEDLINE | ID: mdl-2024537

RESUMEN

The sympathetic activity in cardiac failure is elevated by excitatory afferents from underperfused muscle and from chemoreceptors, and by attenuated inhibitory control via arterial and cardiopulmonary baroreceptors. Together with renal hypotension, the sympathetic activity activates the renin-angiotensin-system, which in turn enhances sympathetic activity. Together, both systems induce a vicious cycle of further cardiac overload by vasoconstriction, volume retention, and formation of edemas, while beta-adrenergic responsiveness of the heart is depressed. The glomerular filtration rate in the kidney is preserved by efferent arteriolar constriction in the face of reduced renal perfusion. Since circulating angiotensins are preferentially formed by angiotensin-forming systems in the tissues, one has to assume strong local effects of angiotensin II at the site of its synthesis. These local effects cannot exactly be quantified from parameters of the circulating RAS. In the heart, myocardial stretch and neuroendocrine activity (via myocardial angiotensin- and alpha 1-receptors) induce a dedifferentiating growth of cardiocytes. This results in an improved economy of myocardial contraction, but also in delayed relaxation with the risk of Ca(++)-overload and generation of arrhythmias by late after-depolarizations. Probably, enhanced intracardiac formation of angiotensin contributes to these dangerous changes.


Asunto(s)
Angiotensina II/fisiología , Tasa de Filtración Glomerular/fisiología , Insuficiencia Cardíaca/fisiopatología , Receptores de Angiotensina/fisiología , Circulación Renal/fisiología , Animales , Homeostasis/fisiología , Humanos , Contracción Miocárdica/fisiología
14.
Circulation ; 79(3): 620-33, 1989 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-2521817

RESUMEN

This study examined the relation between synthesis, atrial storage, and plasma levels of atrial natriuretic peptide (ANP), and it examined plasma ANP levels and hemodynamic output in response to volume expansion in a rat model of myocardial infarction and failure. Arterial ANP concentrations did not correlate linearly with infarct size, but they did show an abrupt increase when infarct size exceeded 30% of the left ventricle, similar to the abrupt increase of left ventricular end-diastolic pressure with infarct size greater than 30%. Consequently, a close relation was found between plasma ANP levels and left ventricular end-diastolic pressure (n = 23, r = 0.89, p less than 0.001). Atrial ANP content per gram of tissue but not ANP content per pair of atria was reduced in rats with large infarcts (greater than 40%, p less than 0.05 vs. control animals). ANP mRNA level per pair of atria (related to total atrial RNA), determined by liquid hybridization (controlled by northern blot analysis), was increased by 38% in infarcted rats (p less than 0.05 vs. controls), but the ratio of atrial ANP mRNA relative to atrial beta-actin mRNA levels was not increased. Right and left ventricular ANP mRNA level increased by 90% and 380%, respectively, far exceeding the concomitant increase in beta-actin mRNA (+26% in the left ventricle). Plasma ANP increased with volume loading in controls and rats with moderate infarcts but not in rats with large infarcts despite a similar increase in right atrial pressure (compared with control animals); thus, the relation of delta ANP/delta right atrial pressure exerted by volume loading decreased in rats with large infarcts. Similarly, the response of cardiac output and renal blood flow (determined by radioactive microspheres) to volume loading was attenuated in rats with large infarcts. Thus, in this model of chronic cardiac failure, the activation of the ANP system is closely coupled with the increase in intracardiac pressures without correlating linearly to the extent of myocardial loss. Second, in severe cardiac failure, additional stimulation such as volume loading may elicit only an attenuated ANP secretion response, for example, due to saturation of the ANP receptor sensing system or to a limited transformation rate of pro-ANP. Third, the increase in atrial ANP synthesis and the increase in atrial ANP gene expression seems limited; however, substantial specific ANP gene expression occurs in the ventricles, which, in turn, may contribute to increased plasma ANP levels in chronic heart failure.


Asunto(s)
Factor Natriurético Atrial/metabolismo , Insuficiencia Cardíaca/metabolismo , Infarto del Miocardio/metabolismo , ARN Mensajero/metabolismo , Animales , Factor Natriurético Atrial/genética , Northern Blotting , Fluidoterapia , Regulación de la Expresión Génica , Masculino , Miocardio/metabolismo , Sondas ARN , Ratas , Ratas Endogámicas
15.
Z Kardiol ; 77 Suppl 2: 47-50, 1988.
Artículo en Alemán | MEDLINE | ID: mdl-2970172

RESUMEN

We investigated the role of atrial natriuretic peptide (ANP) in a rat model of chronic heart failure (CHF) (coronary ligation) by four different studies: (1) stimulation of secretion of ANP by volume loading, (2) infusion of 1 micrograms/min of rat ANP (99-126), (3) correlations of pressure measurements of right atrium (RAP) and LVEDP versus plasma ANP levels and ANP mRNS versus infarct size, (4) blocking endogenous plasma levels of ANP with monoclonal ANP antibody. In severe CHF, volume loading did not exert a significant increase in plasma ANP, in contrast to moderate CHF or to normal animals. Infusion of ANP reduced RAP and LVEDP without significant increase in renal blood flow (radioactive microspheres) in rats with severe cardiac failure, in contrast to normal animals. A close relationship was found between LVEDP and atrial plasma levels. After injection of ANP antibody, filling pressures and systemic vascular resistance increased, indicating that removal of ANP may enhance arterial vasoconstriction or elevated endogenous ANP to exert a vasodilatory action in severe heart failure. Nevertheless, the cardiocirculatory effects, primarily on renal blood flow, appear to be limited.


Asunto(s)
Factor Natriurético Atrial/sangre , Insuficiencia Cardíaca/sangre , Infarto del Miocardio/sangre , Animales , Factor Natriurético Atrial/genética , Factor Natriurético Atrial/fisiología , Vasos Coronarios/fisiología , Modelos Animales de Enfermedad , Insuficiencia Cardíaca/metabolismo , Infarto del Miocardio/metabolismo , ARN Mensajero/genética , Ratas , Valores de Referencia
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