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1.
J Immunol ; 197(6): 2195-207, 2016 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-27527598

RESUMEN

The antimicrobial responsiveness and function of unconventional human T cells are poorly understood, with only limited access to relevant specimens from sites of infection. Peritonitis is a common and serious complication in individuals with end-stage kidney disease receiving peritoneal dialysis. By analyzing local and systemic immune responses in peritoneal dialysis patients presenting with acute bacterial peritonitis and monitoring individuals before and during defined infectious episodes, our data show that Vγ9/Vδ2(+) γδ T cells and mucosal-associated invariant T cells accumulate at the site of infection with organisms producing (E)-4-hydroxy-3-methyl-but-2-enyl pyrophosphate and vitamin B2, respectively. Such unconventional human T cells are major producers of IFN-γ and TNF-α in response to these ligands that are shared by many microbial pathogens and affect the cells lining the peritoneal cavity by triggering local inflammation and inducing tissue remodeling with consequences for peritoneal membrane integrity. Our data uncover a crucial role for Vγ9/Vδ2 T cells and mucosal-associated invariant T cells in bacterial infection and suggest that they represent a useful predictive marker for important clinical outcomes, which may inform future stratification and patient management. These findings are likely to be applicable to other acute infections where local activation of unconventional T cells contributes to the antimicrobial inflammatory response.


Asunto(s)
Infecciones Bacterianas/inmunología , Linfocitos T/fisiología , Infecciones Bacterianas/patología , Movimiento Celular , Transición Epitelial-Mesenquimal , Humanos , Interferón gamma/biosíntesis , Ligandos , Infiltración Neutrófila , Peritonitis/inmunología , Factor de Necrosis Tumoral alfa/biosíntesis
2.
Appl Opt ; 55(10): 2827-36, 2016 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-27139690

RESUMEN

We present a description of our method to process a set of autocollimator-based deflectometer one-dimensional line scans taken over a large optical surface and reconstruct them to a best-fit conic-section surface. The challenge with our task is that each line scan is in a different (unknown) coordinate reference frame with respect to the other line scans in the set. This problem arises due to the limited angular measurement range of the autocollimator used in the deflectometer and the need to measure over a greater range. This results in the optic under measurement being rotated (in pitch and roll) between each scan to bring the autocollimator back into measurement range and therefore each scan is taken in a different coordinate frame. We describe an approach using a 6N+2 dimension optimization (where N is the number of scan lines taken across the mirror) that uses a gradient-based nonlinear least squares fitting combined with a multistart global-search strategy to find the best-fit surface. Careful formulation of the problem is required to reduce numerical noise and allow the routine to converge on a solution of the required accuracy.

3.
J Am Soc Nephrol ; 24(12): 2002-9, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24179164

RESUMEN

Accurate and timely diagnosis of bacterial infection is crucial for effective and targeted treatment, yet routine microbiological identification is inefficient and often delayed to an extent that makes it clinically unhelpful. The immune system is capable of a rapid, sensitive and specific detection of a broad spectrum of microbes, which has been optimized over millions of years of evolution. A patient's early immune response is therefore likely to provide far better insight into the true nature and severity of microbial infections than conventional tests. To assess the diagnostic potential of pathogen-specific immune responses, we characterized the local responses of 52 adult patients during episodes of acute peritoneal dialysis (PD)-associated peritonitis by multicolor flow cytometry and multiplex ELISA, and defined the immunologic signatures in relation to standard microbiological culture results and to clinical outcomes. We provide evidence that unique local "immune fingerprints" characteristic of individual organisms are evident in PD patients on the day of presentation with acute peritonitis and discriminate between culture-negative, Gram-positive, and Gram-negative episodes of infection. Those humoral and cellular parameters with the most promise for defining disease-specific immune fingerprints include the local levels of IL-1ß, IL-10, IL-22, TNF-α, and CXCL10, as well as the frequency of local γδ T cells and the relative proportion of neutrophils and monocytes/macrophages among total peritoneal cells. Our data provide proof of concept for the feasibility of using immune fingerprints to inform the design of point-of-care tests that will allow rapid and accurate infection identification and facilitate targeted antibiotic prescription and improved patient management.


Asunto(s)
Fallo Renal Crónico/microbiología , Fallo Renal Crónico/terapia , Diálisis Peritoneal , Peritonitis/diagnóstico , Peritonitis/inmunología , Enfermedad Aguda , Adulto , Biomarcadores/sangre , Femenino , Infecciones por Bacterias Gramnegativas/diagnóstico , Infecciones por Bacterias Gramnegativas/inmunología , Infecciones por Bacterias Gramnegativas/mortalidad , Humanos , Interleucina-10/sangre , Interleucina-1beta/sangre , Estimación de Kaplan-Meier , Fallo Renal Crónico/mortalidad , Macrófagos Peritoneales/inmunología , Macrófagos Peritoneales/metabolismo , Masculino , Neutrófilos/inmunología , Neutrófilos/metabolismo , Peritonitis/mortalidad , Valor Predictivo de las Pruebas , Pronóstico , Linfocitos T/inmunología , Linfocitos T/metabolismo
4.
PLoS Pathog ; 7(5): e1002040, 2011 May.
Artículo en Inglés | MEDLINE | ID: mdl-21589907

RESUMEN

Human blood Vγ9/Vδ2 T cells, monocytes and neutrophils share a responsiveness toward inflammatory chemokines and are rapidly recruited to sites of infection. Studying their interaction in vitro and relating these findings to in vivo observations in patients may therefore provide crucial insight into inflammatory events. Our present data demonstrate that Vγ9/Vδ2 T cells provide potent survival signals resulting in neutrophil activation and the release of the neutrophil chemoattractant CXCL8 (IL-8). In turn, Vγ9/Vδ2 T cells readily respond to neutrophils harboring phagocytosed bacteria, as evidenced by expression of CD69, interferon (IFN)-γ and tumor necrosis factor (TNF)-α. This response is dependent on the ability of these bacteria to produce the microbial metabolite (E)-4-hydroxy-3-methyl-but-2-enyl pyrophosphate (HMB-PP), requires cell-cell contact of Vγ9/Vδ2 T cells with accessory monocytes through lymphocyte function-associated antigen-1 (LFA-1), and results in a TNF-α dependent proliferation of Vγ9/Vδ2 T cells. The antibiotic fosmidomycin, which targets the HMB-PP biosynthesis pathway, not only has a direct antibacterial effect on most HMB-PP producing bacteria but also possesses rapid anti-inflammatory properties by inhibiting γδ T cell responses in vitro. Patients with acute peritoneal-dialysis (PD)-associated bacterial peritonitis--characterized by an excessive influx of neutrophils and monocytes into the peritoneal cavity--show a selective activation of local Vγ9/Vδ2 T cells by HMB-PP producing but not by HMB-PP deficient bacterial pathogens. The γδ T cell-driven perpetuation of inflammatory responses during acute peritonitis is associated with elevated peritoneal levels of γδ T cells and TNF-α and detrimental clinical outcomes in infections caused by HMB-PP positive microorganisms. Taken together, our findings indicate a direct link between invading pathogens, neutrophils, monocytes and microbe-responsive γδ T cells in early infection and suggest novel diagnostic and therapeutic approaches.


Asunto(s)
Bacterias/inmunología , Infecciones Bacterianas/inmunología , Neutrófilos/inmunología , Receptores de Antígenos de Linfocitos T gamma-delta/inmunología , Subgrupos de Linfocitos T/inmunología , Adulto , Células Presentadoras de Antígenos/metabolismo , Bacterias/efectos de los fármacos , Bacterias/metabolismo , Infecciones Bacterianas/microbiología , Comunicación Celular/inmunología , Diferenciación Celular/inmunología , Supervivencia Celular/inmunología , Células Cultivadas , Difosfatos/metabolismo , Humanos , Interferón gamma/inmunología , Interferón gamma/metabolismo , Interleucina-8/inmunología , Interleucina-8/metabolismo , Activación de Linfocitos/inmunología , Monocitos/inmunología , Monocitos/metabolismo , Activación Neutrófila/inmunología , Neutrófilos/metabolismo , Peritonitis/inmunología , Peritonitis/microbiología , Fagocitosis/inmunología , Receptores de Antígenos de Linfocitos T gamma-delta/metabolismo , Subgrupos de Linfocitos T/metabolismo , Factor de Necrosis Tumoral alfa/inmunología , Factor de Necrosis Tumoral alfa/metabolismo
5.
Blood ; 117(6): 2033-43, 2011 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-21177434

RESUMEN

5-Lipoxygenase (5-LOX) plays key roles in infection and allergic responses. Herein, four 5-LOX-derived lipids comprising 5-hydroxyeicosatetraenoic acid (HETE) attached to phospholipids (PLs), either phosphatidylethanolamine (PE) or phosphatidylcholine (18:0p/5-HETE-PE, 18:1p/5-HETE-PE, 16:0p/5-HETE-PE, and 16:0a/5-HETE-PC), were identified in primary human neutrophils. They formed within 2 minutes in response to serum-opsonized Staphylococcus epidermidis or f-methionine-leucine-phenylalanine, with priming by lipopolysaccharide, granulocyte macrophage colony-stimulating factor, or cytochalasin D. Levels generated were similar to free 5-HETE (0.37 ± 0.14 ng vs 0.55 ± 0.18 ng/10(6) cells, esterified vs free 5-HETE, respectively). They remained cell associated, localizing to nuclear and extranuclear membrane, and were formed by fast esterification of newly synthesized free 5-HETE. Generation also required Ca(2+), phospholipase C, cytosolic and secretory phospholipase A(2), 5-LOX activating protein, and mitogen-activated protein kinase/extracellular signal-regulated kinase kinase 1. 5-HETE-PLs were detected in murine S epidermidis peritonitis, paralleling neutrophil influx, and in effluent from Gram-positive human bacterial peritonitis. Formation of neutrophil extracellular traps was significantly enhanced by 5-LOX inhibition but attenuated by HETE-PE, whereas 5-HETE-PE enhanced superoxide and interleukin-8 generation. Thus, new molecular species of oxidized PL formed by human neutrophils during bacterial infection are identified and characterized.


Asunto(s)
Araquidonato 5-Lipooxigenasa/metabolismo , Infecciones Bacterianas/metabolismo , Eicosanoides/biosíntesis , Neutrófilos/metabolismo , Anciano , Anciano de 80 o más Años , Animales , Eicosanoides/química , Femenino , Infecciones por Bacterias Grampositivas/metabolismo , Humanos , Ácidos Hidroxieicosatetraenoicos/biosíntesis , Ácidos Hidroxieicosatetraenoicos/química , Técnicas In Vitro , Interleucina-8/biosíntesis , Masculino , Ratones , Ratones Endogámicos C57BL , Persona de Mediana Edad , N-Formilmetionina Leucil-Fenilalanina/farmacología , Neutrófilos/efectos de los fármacos , Peritonitis/metabolismo , Fosfolípidos/biosíntesis , Fosfolípidos/química , Plasmalógenos/biosíntesis , Plasmalógenos/química , Transducción de Señal , Infecciones Estafilocócicas/metabolismo , Staphylococcus epidermidis , Superóxidos/metabolismo , Espectrometría de Masas en Tándem , Acetato de Tetradecanoilforbol/farmacología
6.
PLoS Pathog ; 5(2): e1000308, 2009 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19229322

RESUMEN

Vgamma9/Vdelta2 T cells are a minor subset of T cells in human blood and differ from other T cells by their immediate responsiveness to microbes. We previously demonstrated that the primary target for Vgamma9/Vdelta2 T cells is (E)-4-hydroxy-3-methyl-but-2-enyl pyrophosphate (HMB-PP), an essential metabolite produced by a large range of pathogens. Here we wished to study the consequence of this unique responsiveness in microbial infection. The majority of peripheral Vgamma9/Vdelta2 T cells shares migration properties with circulating monocytes, which explains the presence of these two distinct blood cell types in the inflammatory infiltrate at sites of infection and suggests that they synergize in anti-microbial immune responses. Our present findings demonstrate a rapid and HMB-PP-dependent crosstalk between Vgamma9/Vdelta2 T cells and autologous monocytes that results in the immediate production of inflammatory mediators including the cytokines interleukin (IL)-6, interferon (IFN)-gamma, tumor necrosis factor (TNF)-alpha, and oncostatin M (OSM); the chemokines CCL2, CXCL8, and CXCL10; and TNF-related apoptosis-inducing ligand (TRAIL). Moreover, under these co-culture conditions monocytes differentiate within 18 hours into inflammatory dendritic cells (DCs) with antigen-presenting functions. Addition of further microbial stimuli (lipopolysaccharide, peptidoglycan) induces CCR7 and enables these inflammatory DCs to trigger the generation of CD4(+) effector alphabeta T cells expressing IFN-gamma and/or IL-17. Importantly, our in vitro model replicates the responsiveness to microbes of effluent cells from peritoneal dialysis (PD) patients and translates directly to episodes of acute PD-associated bacterial peritonitis, where Vgamma9/Vdelta2 T cell numbers and soluble inflammatory mediators are elevated in patients infected with HMB-PP-producing pathogens. Collectively, these findings suggest a direct link between invading pathogens, microbe-responsive gammadelta T cells, and monocytes in the inflammatory infiltrate, which plays a crucial role in the early response and the generation of microbe-specific immunity.


Asunto(s)
Infecciones Bacterianas/inmunología , Comunicación Celular/inmunología , Inflamación/inmunología , Receptores de Antígenos de Linfocitos T gamma-delta/inmunología , Subgrupos de Linfocitos T/inmunología , Células Presentadoras de Antígenos/metabolismo , Diferenciación Celular/inmunología , Supervivencia Celular/inmunología , Células Cultivadas , Citocinas/metabolismo , Interpretación Estadística de Datos , Difosfatos/metabolismo , Humanos , Monocitos/citología , Monocitos/metabolismo , Cavidad Peritoneal/citología , Diálisis Peritoneal , Peritonitis/inmunología , Receptores de Antígenos de Linfocitos T gamma-delta/metabolismo , Subgrupos de Linfocitos T/metabolismo
7.
J Am Soc Nephrol ; 20(9): 1895-900, 2009 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-19713313

RESUMEN

The frequency and severity of episodes of peritonitis adversely affect the structure and function of the peritoneal membrane in patients treated with peritoneal dialysis (PD), but the underlying mechanisms are not well understood. Alterations in the phenotype and function of resident peritoneal cells may contribute. Because effector memory T cells play a pivotal role in maintaining peripheral tissue immunity, we hypothesized that these cells may initiate or perpetuate the peritoneal inflammatory response. Here, we characterized the phenotype and effector function of peritoneal memory T cells. We found that functional effector memory T cells capable of mounting long-term recall responses enrich the peritoneal cavity of PD patients. Peritoneal T cells were able to mount a Th1-polarized response to recall antigens, and these responses were greater in peritoneal T cells compared with T cells in the peripheral blood. We also observed that the peritoneal T cells had altered telomeres; some cells had ultrashort telomeres, suggesting a highly differentiated local population. In summary, we describe a resident population of memory T cells in the peritoneum of PD patients and speculate that these cells form part of the first line of defense against invading pathogens.


Asunto(s)
Memoria Inmunológica/inmunología , Fallo Renal Crónico/inmunología , Fallo Renal Crónico/terapia , Diálisis Peritoneal/efectos adversos , Peritonitis/inmunología , Humanos , Cavidad Peritoneal/patología , Peritonitis/patología , Linfocitos T/citología , Linfocitos T/inmunología
8.
Transplantation ; 99(1): 226-31, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25099703

RESUMEN

INTRODUCTION: To expand the donor pool, kidney transplants are being performed using donors who were previously considered unacceptable. We applied the United Network for Organ Sharing criteria to define expanded criteria donors (ECD) within the donation after cardiac death (DCD) and donation after brain stem death (DBD) cohorts. We compared outcomes of DCD and DBD transplants with and without (standard criteria donor [SCD]) the ECD criteria. METHODS: This was a single-center retrospective study of all deceased donor transplants from 2004 to 2010 (n=359). Four groups were identified--DBD-SCD (n=154), DBD-ECD (n=93), DCD-SCD (n=78), and DCD-ECD (n=34). Kaplan-Meier analysis of graft and patient survival and multiple regression analysis of 1-year graft function were performed. RESULTS: One-year and two-year uncensored graft survivals were similar between DCD-ECD and DCD-SCD cohorts (1 year, 90% and 93%; 2 years, 81% and 93% respectively; log-rank test P=0.2). Median estimated glomerular filtration rate (eGFR) was lower in DCD-ECD recipients at 12 months (41 vs. 53 mL/min, P=0.003) and 24 months (33 vs. 54 mL/min, P<0.001) compared with DCD-SCD recipients. Compared with DBD-ECD recipients also at 24 months, DCD-ECD recipients showed a lower graft function (median, eGFR 33 vs. 47 mL/min; P=0.007) but similar graft survival. Expanded criteria donor status (B=-9.7, P=0.01) was associated with a lower 1-year eGFR within the DCD cohort, with donor age (B=-0.42, P=0.002) being the only significant ECD variable. CONCLUSION: Short-term graft survival in DCD-ECD transplants was comparable to DCD-SCD and DBD-ECD transplants albeit with poorer allograft function at 2 years. Quality-of-life studies are needed to determine the true value of these transplants, particularly when performed to older recipients.


Asunto(s)
Muerte Encefálica , Selección de Donante , Cardiopatías/mortalidad , Trasplante de Riñón , Donantes de Tejidos/provisión & distribución , Adolescente , Adulto , Factores de Edad , Anciano , Femenino , Tasa de Filtración Glomerular , Supervivencia de Injerto , Humanos , Estimación de Kaplan-Meier , Trasplante de Riñón/efectos adversos , Trasplante de Riñón/mortalidad , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias/mortalidad , Complicaciones Posoperatorias/fisiopatología , Estudios Retrospectivos , Factores de Riesgo , Factores de Tiempo , Resultado del Tratamiento , Gales , Adulto Joven
9.
Transplantation ; 94(12): 1218-23, 2012 Dec 27.
Artículo en Inglés | MEDLINE | ID: mdl-23154212

RESUMEN

BACKGROUND: Delayed graft function (DGF) and acute rejection (AR) exert an adverse impact on graft outcomes after kidney transplantation using organs from donation after brain-stem death (DBD) donors. Here, we examine the impact of DGF and AR on graft survival in kidney transplants using organs from donation after cardiac death (DCD) donors. METHODS: We conducted a single-center retrospective study of DCD and DBD donor kidney transplants. We compared 1- and 4-year graft and patient survival rates, as well as death-censored graft survival (DCGS) rates, between the two groups using univariate analysis, and the impact of DGF and AR on graft function was compared using multivariate analysis. RESULTS: Eighty DCD and 206 DBD donor transplants were analyzed. Median follow-up was 4.5 years. The incidence of DGF was higher among DCD recipients (73% vs. 27%, P<0.001), and AR was higher among DBD recipients (23% vs. 9%, P<0.001). One-year and 4-year graft survival rates were similar (DCD 94% and 79% vs. DBD 90% and 82%). Among recipients with DGF, the 4-year DCGS rate was better for DCD recipients compared with DBD recipients (100% vs. 92%, P=0.04). Neither DGF nor AR affected the 1-year graft survival rate in DCD recipients, whereas in DBD recipients, the 1-year graft survival rate was worse in the presence of DGF (88% vs. 96%, P=0.04) and the 4-year DCGS rate was worse in the presence of AR (88% vs. 96%, P=0.04). CONCLUSION: Despite the high incidence of DGF, medium-term outcomes of DCD kidney transplants are comparable to those from DBD transplants. Short-term graft survival from DCD transplants is not adversely influenced by DGF and AR, unlike in DBD transplants.


Asunto(s)
Muerte , Funcionamiento Retardado del Injerto/mortalidad , Rechazo de Injerto/mortalidad , Supervivencia de Injerto , Trasplante de Riñón/mortalidad , Donantes de Tejidos/estadística & datos numéricos , Enfermedad Aguda , Adolescente , Adulto , Anciano , Cadáver , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Tasa de Supervivencia , Adulto Joven
10.
Chembiochem ; 3(2-3): 136-51, 2002 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-11921391

RESUMEN

The discovery of the genetic code was one of the milestone events in biology: a conserved, universal code defining the primary amino acid sequences of all proteins of all organisms. However, this code has been thought to be limited, unable to provide additional information appropriate to defining the three-dimensional structure and function of these proteins. This raises important questions. Can there be more to the genetic code? Is there a code embedded within the code? Does a two-dimensional genetic code exist? In our view, the answer to all three of these questions is a qualified "yes". This review describes how sense and complementary peptides coded for by mutually complementary nucleic acid sequences are capable of interacting specifically, thereby suggesting the existence of a second, two-dimensional genetic code (proteomic code). Theories attempting to explain such specific interactions between sense and complementary peptides are discussed including the Mekler-Idlis (M-I) pair theory that suggests that each codon-directed amino acid residue in a sense peptide may make a specific pair-wise interaction with the corresponding complementary codon-directed residue in the complementary peptide. In effect, through-space interactions between pairs of amino acid residues are suggested as being specified by the genetic code and its complement. The biological implications of sense/complementary peptide interactions are potentially vast but still to be fully understood and appreciated. That such peptide/peptide interactions could provide the basis for understanding and constructing the proteomic code remains to be properly established but research to date suggests that we should be able to make a start in that direction.


Asunto(s)
Codón/genética , ADN sin Sentido/genética , Péptidos/genética , Proteoma/genética , Aminoácidos/química , Aminoácidos/genética , Codón/química , ADN sin Sentido/química , Proteoma/química , ARN Mensajero/genética
11.
Chembiochem ; 3(1): 76-85, 2002 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-17590957

RESUMEN

Sense peptides are coded for by the nucleotide sequence (read 5'-->3') of the sense (positive) strand of DNA. Conversely, a complementary peptide is coded for by the nucleotide sequence (read 5'-->3') of the complementary or antisense (negative) strand of DNA. In many instances, sense and corresponding complementary peptides have been observed to interact specifically. In order to study this process in more detail, longer, shorter and mutant variants of our original complementary peptide, VITFFSL, were synthesised and analysed for binding to and inhibition of cytokine human interleukin-1beta (IL- 1beta) in vitro. The behaviour of all peptides studied is discussed in terms of the Mekler- dlis (M-1) pair theory, a theory that accounts for specific sense-complementary peptide interactions in terms of through-space interactions between corresponding pairs of amino acid residues (M-1 pairs)] specified by the genetic code and its complement.


Asunto(s)
Elementos sin Sentido (Genética)/farmacología , Interleucina-1/antagonistas & inhibidores , Péptidos/farmacología , Receptores de Droga/fisiología , Secuencia de Aminoácidos , Secuencia de Bases , Citocinas/antagonistas & inhibidores , Interleucina-1/química , Interleucina-1/genética , Cinética , Modelos Moleculares , Péptidos/química , Conformación Proteica , Receptores de Droga/química
12.
Chembiochem ; 3(1): 86-92, 2002 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-17590958

RESUMEN

Complementary peptides are coded for by the nucleotide sequence (read 5'-->3') of the complementary strand of DNA. By reading the sequence of complementary DNA in the 3'-->5' direction, alternative complementary peptides may be derived. We describe the derivation, testing and analysis of six complementary peptides designed against beta-amyloid peptide 1-40 (Abeta, 40). Data is presented to show that one peptide, designated 3' -->5' betaCP1-15, binds specifically to Abeta 1-40, and inhibits both fibrilisation and neurotoxicity in vitro. This suggests that complementary peptides could be useful leads for drug discovery, especially where diseases of protein misfolding are concerned.


Asunto(s)
Péptidos beta-Amiloides/antagonistas & inhibidores , Péptidos beta-Amiloides/toxicidad , Elementos sin Sentido (Genética)/farmacología , Secuencia de Aminoácidos , Péptidos beta-Amiloides/química , Elementos sin Sentido (Genética)/química , Técnicas Biosensibles , Línea Celular , ADN/química , ADN/efectos de los fármacos , Humanos , Cinética , Datos de Secuencia Molecular , Neurotoxinas/toxicidad
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