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1.
Int J Mol Sci ; 25(7)2024 Mar 23.
Article En | MEDLINE | ID: mdl-38612423

Periodontitis, characterized by persistent inflammation in the periodontium, is intricately connected to systemic diseases, including oral cancer. Bacteria, such as Porphyromonas gingivalis and Fusobacterium nucleatum, play a pivotal role in periodontitis development because they contribute to dysbiosis and tissue destruction. Thus, comprehending the interplay between these bacteria and their impacts on inflammation holds significant relevance in clinical understanding and treatment advancement. In the present work, we explored, for the first time, their impacts on the expressions of pro-inflammatory mediators after infecting oral keratinocytes (OKs) with a co-culture of pre-incubated P. gingivalis and F. nucleatum. Our results show that the co-culture increases IL-1ß, IL-8, and TNF-α expressions, synergistically augments IL-6, and translocates NF-kB to the cell nucleus. These changes in pro-inflammatory mediators-associated with chronic inflammation and cancer-correlate with an increase in cell migration following infection with the co-cultured bacteria or P. gingivalis alone. This effect depends on TLR4 because TLR4 knockdown notably impacts IL-6 expression and cell migration. Our study unveils, for the first time, crucial insights into the outcomes of their co-culture on virulence, unraveling the role of bacterial interactions in polymicrobial diseases and potential links to oral cancer.


Mouth Neoplasms , Periodontitis , Humans , Coculture Techniques , Interleukin-6 , Toll-Like Receptor 4 , Inflammation , Inflammation Mediators , Keratinocytes
2.
Sci Total Environ ; 874: 162310, 2023 May 20.
Article En | MEDLINE | ID: mdl-36828068

A pilot annual monitoring survey (April 2018-March 2019) was conducted to investigate the presence of pesticides in superficial water and fish in Laguna del Cisne, one of the most critical drinking water sources in Uruguay. A total of 25 pesticide residues were detected in superficial water (89.3 % of the samples). Pesticide's temporal distribution was associated with crops and livestock practices, with higher occurrences in spring and summer than in autumn and winter. The most frequent compounds in superficial water were the insecticide chlorantraniliprole, and the herbicides glyphosate (including its metabolite AMPA) and metolachlor. The levels of Organochlorine pesticide, p,p'-DDT, was in some cases two order of magnitude above the international water quality guidelines for Ambient Water Criteria. In fishes, eight different pesticides were detected, at concentrations from 1000 to 453,000 ng·kg-1. The most frequent pesticides found were propiconazole, chlorpyrifos, and p,p'-DDE. The widespread occurrence of pesticides in fish suggests potential exposure effects on fish populations and the aquatic ecosystem. The sampling approach of this work allowed monitoring the continuous concentrations of several pesticides in surface waters and fishes to establish the influence from past and current agriculture practices in Laguna del Cisne basin. For safety measures, continuous monitoring programs must be performed in this system to prevent toxicity impacts on aquatic organisms and human health.


Drinking Water , Hydrocarbons, Chlorinated , Pesticides , Water Pollutants, Chemical , Animals , Humans , Pesticides/analysis , Lakes , Uruguay , Ecosystem , Water Pollutants, Chemical/analysis , Hydrocarbons, Chlorinated/analysis , DDT , Dichlorodiphenyl Dichloroethylene , Environmental Monitoring
3.
Phys Rev Lett ; 129(19): 198102, 2022 Nov 04.
Article En | MEDLINE | ID: mdl-36399746

Surface-attached bacterial biofilms cause disease and industrial biofouling, as well as being widespread in the natural environment. Density-dependent quorum sensing is one of the mechanisms implicated in biofilm initiation. Here we present and analyze a model for quorum-sensing triggered biofilm initiation. In our model, individual, planktonic bacteria adhere to a surface, proliferate, and undergo a collective transition to a biofilm phenotype. This model predicts a stochastic transition between a loosely attached, finite layer of bacteria near the surface and a growing biofilm. The transition is governed by two key parameters: the collective transition density relative to the carrying capacity and the immigration rate relative to the detachment rate. Biofilm initiation is complex, but our model suggests that stochastic nucleation phenomena may be relevant.


Biofilms , Quorum Sensing , Bacteria
4.
Front Microbiol ; 13: 920014, 2022.
Article En | MEDLINE | ID: mdl-36238597

Biofouling of marine surfaces such as ship hulls is a major industrial problem. Antifouling (AF) paints delay the onset of biofouling by releasing biocidal chemicals. We present a computational model for microbial colonization of a biocide-releasing AF surface. Our model accounts for random arrival from the ocean of microorganisms with different biocide resistance levels, biocide-dependent proliferation or killing, and a transition to a biofilm state. Our computer simulations support a picture in which biocide-resistant microorganisms initially form a loosely attached layer that eventually transitions to a growing biofilm. Once the growing biofilm is established, immigrating microorganisms are shielded from the biocide, allowing more biocide-susceptible strains to proliferate. In our model, colonization of the AF surface is highly stochastic. The waiting time before the biofilm establishes is exponentially distributed, suggesting a Poisson process. The waiting time depends exponentially on both the concentration of biocide at the surface and the rate of arrival of resistant microorganisms from the ocean. Taken together our results suggest that biofouling of AF surfaces may be intrinsically stochastic and hence unpredictable, but immigration of more biocide-resistant species, as well as the biological transition to biofilm physiology, may be important factors controlling the time to biofilm establishment.

5.
J Oral Microbiol ; 14(1): 2107691, 2022.
Article En | MEDLINE | ID: mdl-35978839

Background: Porphyromonas gingivalis is part of the subgingival biofilm and a keystone species in the development of periodontitis. Interactions between P.gingivalis and other bacteria in biofilms have been shown to affect bacterial virulence. Helicobacter pylori also inhabits the subgingival biofilm, but the consequences of interactions there with P.gingivalis remain unknown. Here, we investigated how the pre-incubation of P.gingivalis with H.pylori affects P.gingivalis virulence. Methods: We assayed P.gingivalis internalization by oral keratinocytes (OKs), hemagglutination and biofilm formation to identify alterations in virulence after pre-incubation with H. pylori. Also, we evaluated viability and migration of OKs infected with P. gingivalis, as well as the role of toll-like receptor 4 (TLR4).   In addition, we quantified the mRNA of genes associated with P.gingivalis virulence. Results: Pre-incubation of P.gingivalis with H.pylori enhanced P.gingivalis biofilm formation, bacterial internalization into OKs and hemagglutination. Infection with pre-incubated P.gingivalis increased OK migration in a manner dependent on the O-antigen and linked to  increased expression of the gingipain RgpB. Also, OK TLR4 participates in these events, because upon TLR4 knock-down, pre-incubated P.gingivalis no longer stimulated OK migration. Discussion: We provide here for the first time insight to the consequences of direct interaction between P.gingivalis and H.pylori. In doing so, we shed light on the mechanism by which H. pylori presence in the oral cavity increases the severity or progression of periodontitis.

6.
Methods Mol Biol ; 2340: 235-279, 2022.
Article En | MEDLINE | ID: mdl-35167078

Protein disorder and aggregation play significant roles in the pathogenesis of numerous neurodegenerative diseases, such as Alzheimer's and Parkinson's diseases. The end products of the aggregation process in these diseases are highly structured amyloid fibrils. Though in most cases, small, soluble oligomers formed during amyloid aggregation are the toxic species. A full understanding of the physicochemical forces that drive protein aggregation is thus required if one aims for the rational design of drugs targeting the formation of amyloid oligomers. Among a multitude of biophysical and biochemical techniques that are employed for studying protein aggregation, molecular dynamics (MD) simulations at the atomic level provide the highest temporal and spatial resolution of this process, capturing key steps during the formation of amyloid oligomers. Here we provide a step-by-step guide for setting up, running, and analyzing MD simulations of aggregating peptides using GROMACS. For the analysis, we provide the scripts that were developed in our lab, which allow to determine the oligomer size and inter-peptide contacts that drive the aggregation process. Moreover, we explain and provide the tools to derive Markov state models and transition networks from MD data of peptide aggregation.


Neurodegenerative Diseases , Protein Aggregates , Amyloid , Amyloid beta-Peptides , Humans , Molecular Dynamics Simulation
7.
Gac Med Mex ; 158(Supl 1): 38-44, 2022.
Article En | MEDLINE | ID: mdl-37734044

The objective of this work is to generate recommendations on the management of allogeneic stem cell transplantation (allo-SCT) in primary myelofibrosis (PMF). A comprehensive systematic review of articles published between 1999 and 2015 (January) was used as a source of scientific evidence. The recommendations were produced through a Delphi process involving a panel of 23 experts appointed by the European LeukemiaNet and the European Blood and Marrow Transplantation Group. Key questions included patient selection, donor selection, pre-transplant management, conditioning regimen, post-transplant management, prevention, and management of post-transplant relapse. Patients with intermediate-2 or high-risk disease and age < 70 years should be considered candidates for allo-SCT. Patients with intermediate-risk 1 disease and age < 65 years should be considered candidates if they have refractory transfusion-dependent anemia, or a peripheral blood (PB) blast percentage > 2%, or adverse cytogenetics. Splenectomy before transplantation must be decided on a case-by-case basis. Patients with intermediate-2 or high-risk disease who lack a human leukocyte antigen (HLA)-matched sibling or unrelated donor should be enrolled in a protocol that uses HLA non-identical donors. PB was considered the most appropriate source of hematopoietic stem cells for transplants from HLA-matched unrelated donors and siblings. The optimal intensity of the conditioning regimen has yet to be defined. Strategies such as discontinuation of immunosuppressive drugs, infusion of donor lymphocytes, or both were considered adequate to prevent clinical relapse. In conclusion, we provide consensus-based recommendations aimed at optimizing allo-SCT in PMF. Unmet clinical needs were highlighted.


El objetivo de este trabajo es generar recomendaciones sobre el manejo del trasplante alogénico de células madre (alo-SCT) en la mielofibrosis primaria (MFP). Se utilizó una revisión sistemática integral de artículos publicados entre 1999 y 2015 (enero) como fuente de evidencia científica. Las recomendaciones se produjeron mediante un proceso Delphi en el que participó un panel de 23 expertos designados por la European LeukemiaNet y el European Blood and Marrow Transplantation Group. Las preguntas clave incluyeron la selección de pacientes, la selección de donantes, el manejo previo al trasplante, el régimen de acondicionamiento, el manejo posterior al trasplante, la prevención y el manejo de la recaída después del trasplante. Los pacientes con enfermedad de riesgo intermedio 2 o alto y edad < 70 años deben ser considerados candidatos para alo-SCT. Los pacientes con enfermedad de riesgo intermedio 1 y edad < 65 años deben ser considerados candidatos si presentan anemia refractaria dependiente de transfusiones, o un porcentaje de blastos en sangre periférica > 2%, o citogenética adversa. La esplenectomía previa al trasplante debe decidirse caso por caso. Los pacientes con enfermedad de riesgo intermedio 2 o alto que carecen de un hermano compatible con el antígeno leucocitario humano (HLA) o de un donante no emparentado deben inscribirse en un protocolo que utilice donantes no idénticos de HLA. PB se consideró la fuente más apropiada de células madre hematopoyéticas para trasplantes de hermanos y donantes no emparentados compatibles con HLA. La intensidad óptima del régimen de acondicionamiento aún debe definirse. Se consideraron adecuadas estrategias como la suspensión de los fármacos inmunosupresores, la infusión de linfocitos del donante o ambas para evitar la recaída clínica. En conclusión, proporcionamos recomendaciones basadas en consenso destinadas a optimizar el alo-SCT en MFP. Se destacaron las necesidades clínicas insatisfechas.

8.
Gac Med Mex ; 158(Supl 1): 17-25, 2022.
Article En | MEDLINE | ID: mdl-37734042

Essential thrombocythemia (ET) is a chronic Philadelphia-negative myeloproliferative neoplasm that has its main involvement in the megakaryopoietic lineage, generating sustained thrombocytosis in peripheral blood and an increase in the number of mature megakaryocytes in the bone marrow. In addition to marked thrombocytosis, it is characterized by increased thrombotic or hemorrhagic risk and the presence of constitutional symptoms. Patients with ET have a low but known risk of disease progression to myelofibrosis and/or acute leukemia. The diagnosis is made based on the 2016 WHO criteria. At present, available treatments for patients with ET are mainly aimed at minimizing the risk of thrombosis and/or bleeding.


La trombocitemia esencial (TE) es una neoplasia mieloproliferativa crónica Filadelfia negativa que tiene su principal involucro en la línea megacariopoyética, generando trombocitosis sostenida en la sangre periférica y un incremento en el número de megacariocitos maduros en médula ósea. Además de una marcada trombocitosis, se caracteriza por un mayor riesgo trombótico o hemorrágico y la presencia de síntomas constitucionales. Los pacientes con TE tienen un riesgo bajo, pero conocido, de evolución de la enfermedad a mielofibrosis y/o leucemia aguda. El diagnóstico se realiza con base en los criterios de la Organización Mundial de la Salud del 2016. Los tratamientos actualmente disponibles para los pacientes con TE están dirigidos principalmente a minimizar el riesgo de trombosis y/o hemorragia.

9.
Gac Med Mex ; 158(Supl 1): 59-62, 2022.
Article En | MEDLINE | ID: mdl-37734045

Myeloproliferative neoplasms (MPN) are associated with a significant risk of thrombosis and the hypercoagulable environment of pregnancy increases this risk. The most frequent gestational complications consist of spontaneous abortion, thrombosis, bleeding, and hypertensive disease of pregnancy. Treatment depends on thrombotic risk, gestational trimester, and myeloproliferative neoplasm.


Las neoplasias mieloproliferativas (NMP) están asociadas a un riesgo notable de trombosis y el entorno de hipercoagulabilidad propio del embarazo aumenta este riesgo. Las complicaciones gestacionales más frecuentes consisten en: aborto espontáneo, trombosis, sangrado y enfermedad hipertensiva del embarazo. El tratamiento depende del riesgo trombótico, trimestre gestacional y neoplasia mieloproliferativa.

10.
Gac Med Mex ; 158(Supl 1): 11-16, 2022.
Article En | MEDLINE | ID: mdl-37734046

Polycythemia vera (PV) is mainly characterized by erythrocytosis, thrombotic and hemorrhagic predisposition, a variety of symptoms, and cumulative risks of fibrotic progression and/or leukemic evolution over time. The diagnosis is made based on the 2016 WHO criteria. The treatment of PV focuses on rapidly reducing the erythrocyte mass, either by means of phlebotomies or with cytoreductive treatment, and the reduction of thrombotic risk by correcting cardiovascular risk factors and the use of platelet antiaggregants.


La policitemia vera (PV) se caracteriza principalmente por eritrocitosis, predisposición trombótica y hemorrágica, una variedad de síntomas y riesgos acumulativos de progresión fibrótica y/o evolución leucémica a lo largo del tiempo. El diagnóstico se realiza con base en los criterios de la Organización Mundial de la Salud del 2016. El tratamiento de la PV se centra en reducir rápidamente la masa eritrocitaria, ya sea por medio de flebotomías o con tratamiento citorreductor, y la disminución del riesgo trombótico mediante la corrección de factores de riesgo cardiovascular y el uso de antiagregantes plaquetarios.

11.
Gac Med Mex ; 158(Supl 1): 63-65, 2022.
Article En | MEDLINE | ID: mdl-37734049

Patients with myeloproliferative neoplasms have an increased risk of thrombosis and bleeding. This risk must be identified, as well as individualizing the therapeutic strategy before invasive procedures; adequate cytoreduction reduces the risk of complications.


Los pacientes con neoplasias mieloproliferativas tienen un riesgo incrementado de trombosis y sangrado. Se debe identificar dicho riesgo, así como individualizar la estrategia terapéutica previo a los procedimientos invasivos; una adecuada citorreducción disminuye el riesgo de complicaciones.

12.
Gac Med Mex ; 158(Supl 1): 55-58, 2022.
Article En | MEDLINE | ID: mdl-37734050

In addition to symptoms secondary to splenomegaly, microvascular abnormalities, and thrombohemorrhagic complications, patients with MPN may experience a significant symptom burden attributed to an increase in circulating inflammatory cytokines. These symptoms can be severe and limit quality of life. Therefore, in addition to the prevention of complications, one of the objectives of the treatment of MPN is the control of symptoms.


Además de la sintomatología secundaria a la esplenomegalia, a las alteraciones microvasculares y a las complicaciones trombohemorrágicas, los pacientes con neoplasias mieloproliferativas (NMP) pueden experimentar una importante carga sintomática atribuida a un aumento de citocinas inflamatorias circulantes. Estos síntomas pueden ser severos y limitar la calidad de vida. Por ello, además de la prevención de las complicaciones, uno de los objetivos del tratamiento de las NMP es el control de los síntomas.

13.
Gac Med Mex ; 158(Supl 1): 45-54, 2022.
Article En | MEDLINE | ID: mdl-37734051

Major thrombotic complications in myeloproliferative neoplasms (MPNs) represent an important clinical problem due to their high morbidity, the complexity of their management, and their associated mortality. The appearance of a thrombosis implies a high thrombotic risk stratification of the MPN and determines the initiation or optimization of cytoreductive treatment and the use of antiplatelet or anticoagulant therapy as secondary prophylaxis. The incidence of thrombosis at the time of diagnosis is higher than during the course of the disease, being located in the arterial territory in 60-70% of cases. Once thrombosis has occurred, up to 20-33% of patients experience thrombotic recurrence in the same initial vascular territory.


Las complicaciones trombóticas mayores en las neoplasias mieloproliferativas (NMP) representan un importante problema clínico debido a su elevada morbilidad, la complejidad de su manejo y su mortalidad asociada. La aparición de una trombosis comporta una estratificación de alto riesgo trombótico de la NMP y determina el inicio o la optimización del tratamiento citorreductor y el uso de terapia antiplaquetaria o anticoagulante como profilaxis secundaria. La incidencia de trombosis en el momento del diagnóstico es mayor que durante la evolución de la enfermedad, localizándose en territorio arterial en el 60-70% casos. Una vez se ha producido una trombosis, hasta el 20-33% de los pacientes sufre una recurrencia trombótica en el mismo territorio vascular inicial.

14.
Gac Med Mex ; 158(Supl 1): 1-10, 2022.
Article En | MEDLINE | ID: mdl-37734052

The objective of the consensus is to make available to the professionals of the different public health institutions in our country, who are in charge of these diseases, the most relevant and up-to-date information about their diagnosis and treatment in clinical practice. With this inter-institutional consensus we hope to contribute to improving the quality of care for patients with chronic myeloproliferative neoplasms throughout the Mexican Republic, to unify criteria in both diagnosis and treatment of the different myeloproliferative diseases.


OBJETIVO: El objetivo del consenso es poner a disposición de los profesionales de las diferentes instituciones de salud pública en nuestro país, quienes se encuentran a cargo de estas enfermedades, la información más relevante y actualizada acerca de su diagnóstico y tratamiento en la práctica clínica. Con este consenso interinstitucional esperamos contribuir a mejorar la calidad de la atención de los pacientes con neoplasias mieloproliferativas crónicas a todo lo ancho y largo de la República Mexicana, con el fin de unificar criterios tanto en diagnóstico como en tratamiento de las diferentes enfermedades mieloproliferativas.

15.
Gac Med Mex ; 158(Supl 1): 26-37, 2022.
Article En | MEDLINE | ID: mdl-37734057

Myelofibrosis (MF) is a BCR-ABL1-negative myeloproliferative neoplasm characterized by clonal myeloproliferation, dysregulated kinase signaling, and release of abnormal cytokines. In recent years, important progress has been made in the knowledge of the molecular biology and the prognostic assessment of MF. Conventional treatment has limited impact on the patients' survival; it includes a wait-and-see approach for asymptomatic patients, erythropoiesis-stimulating agents, androgens, or immunomodulatory agents for anemia, cytoreductive drugs such as hydroxyurea for the splenomegaly and constitutional symptoms, and splenectomy or radiotherapy in selected patients. The discovery of the Janus kinase (JAK) 2 mutation triggered the development of molecular targeted therapy of MF. The JAK inhibitors are effective in both JAK2-positive and JAK2-negative MF; one of them, ruxolitinib, is the current best available therapy for MF splenomegaly and constitutional symptoms. Although ruxolitinib has changed the therapeutic scenario of MF, there is no clear indication of a disease-modifying effect. Allogeneic stem cell transplantation remains the only curative therapy of MF, but due to its associated morbidity and mortality, it is usually restricted to eligible high- and intermediate-2-risk MF patients. To improve current therapeutic results, the combination of JAK inhibitors with other agents is currently being tested, and newer drugs are being investigated.


La mielofibrosis (MF) es una neoplasia mieloproliferativa negativa para BCR-ABL1 caracterizada por mieloproliferación clonal, señalización de cinasa desregulada y liberación de citocinas anormales. En los últimos años se han realizado importantes avances en el conocimiento de la biología molecular y la valoración pronóstica de la MF. El tratamiento convencional tiene un impacto limitado en la supervivencia de los pacientes; incluye un enfoque de espera para pacientes asintomáticos, agentes estimulantes de la eritropoyesis, andrógenos o agentes inmunomoduladores para la anemia, fármacos citorreductores como la hidroxiurea para la esplenomegalia y los síntomas constitucionales, y esplenectomía o radioterapia en pacientes seleccionados. El descubrimiento de la mutación Janus cinasa (JAK) 2 desencadenó el desarrollo de la terapia dirigida molecular de la MF. Los inhibidores de JAK son efectivos tanto en MF con JAK2 positivo como con JAK2 negativo; uno de ellos, el ruxolitinib, es la mejor terapia disponible actualmente para la esplenomegalia y los síntomas constitucionales de la MF. Sin embargo, aunque el ruxolitinib ha cambiado el escenario terapéutico de la MF, no hay indicios claros de un efecto modificador de la enfermedad. El alotrasplante de células madre sigue siendo la única terapia curativa de la MF, pero debido a su morbilidad y mortalidad asociadas, generalmente se restringe a pacientes elegibles con MF de riesgo alto e intermedio 2. Para mejorar los resultados terapéuticos actuales, actualmente se está probando la combinación de inhibidores de JAK con otros agentes y se están investigando fármacos más nuevos.

16.
PLoS Comput Biol ; 16(5): e1007930, 2020 05.
Article En | MEDLINE | ID: mdl-32469859

Phenotypic delay-the time delay between genetic mutation and expression of the corresponding phenotype-is generally neglected in evolutionary models, yet recent work suggests that it may be more common than previously assumed. Here, we use computer simulations and theory to investigate the significance of phenotypic delay for the evolution of bacterial resistance to antibiotics. We consider three mechanisms which could potentially cause phenotypic delay: effective polyploidy, dilution of antibiotic-sensitive molecules and accumulation of resistance-enhancing molecules. We find that the accumulation of resistant molecules is relevant only within a narrow parameter range, but both the dilution of sensitive molecules and effective polyploidy can cause phenotypic delay over a wide range of parameters. We further investigate whether these mechanisms could affect population survival under drug treatment and thereby explain observed discrepancies in mutation rates estimated by Luria-Delbrück fluctuation tests. While the effective polyploidy mechanism does not affect population survival, the dilution of sensitive molecules leads both to decreased probability of survival under drug treatment and underestimation of mutation rates in fluctuation tests. The dilution mechanism also changes the shape of the Luria-Delbrück distribution of mutant numbers, and we show that this modified distribution provides an improved fit to previously published experimental data.


Biological Evolution , Drug Resistance, Bacterial/genetics , Models, Genetic , Mutation , Phenotype , Polyploidy
17.
Phys Rev E ; 99(2-1): 022423, 2019 Feb.
Article En | MEDLINE | ID: mdl-30934315

Cells need to reliably sense external ligand concentrations to achieve various biological functions such as chemotaxis or signaling. The molecular recognition of ligands by surface receptors is degenerate in many systems, leading to crosstalk between ligand-receptor pairs. Crosstalk is often thought of as a deviation from optimal specific recognition, as the binding of noncognate ligands can interfere with the detection of the receptor's cognate ligand, possibly leading to a false triggering of a downstream signaling pathway. Here we quantify the optimal precision of sensing the concentrations of multiple ligands by a collection of promiscuous receptors. We demonstrate that crosstalk can improve precision in concentration sensing and discrimination tasks. To achieve superior precision, the additional information about ligand concentrations contained in short binding events of the noncognate ligand should be exploited. We present a proofreading scheme to realize an approximate estimation of multiple ligand concentrations that reaches a precision close to the derived optimal bounds. Our results help rationalize the observed ubiquity of receptor crosstalk in molecular sensing.


Models, Biological , Receptors, Cell Surface/metabolism , Ligands
18.
J Chem Phys ; 150(11): 115101, 2019 Mar 21.
Article En | MEDLINE | ID: mdl-30901988

Markov state models have become popular in the computational biochemistry and biophysics communities as a technique for identifying stationary and kinetic information of protein dynamics from molecular dynamics simulation data. In this paper, we extend the applicability of automated Markov state modeling to simulation data of molecular self-assembly and aggregation by constructing collective coordinates from molecular descriptors that are invariant to permutations of molecular indexing. Understanding molecular self-assembly is of critical importance if we want to deepen our understanding of neurodegenerative diseases where the aggregation of misfolded or disordered proteins is thought to be the main culprit. As a proof of principle, we demonstrate our Markov state model technique on simulations of the KFFE peptide, a subsequence of Alzheimer's amyloid-ß peptide and one of the smallest peptides known to aggregate into amyloid fibrils in vitro. We investigate the different stages of aggregation up to tetramerization and show that the Markov state models clearly map out the different aggregation pathways. Of note is that disordered and ß-sheet oligomers do not interconvert, leading to separate pathways for their formation. This suggests that amyloid aggregation of KFFE occurs via ordered aggregates from the very beginning. The code developed here is freely available as a Jupyter notebook called TICAgg, which can be used for the automated analysis of any self-assembling molecular system, protein, or otherwise.


Amyloid beta-Peptides/chemistry , Peptide Fragments/chemistry , Algorithms , Markov Chains , Molecular Dynamics Simulation , Protein Conformation , Protein Multimerization
19.
Phys Biol ; 16(4): 046001, 2019 04 23.
Article En | MEDLINE | ID: mdl-30909169

As a population wave expands, organisms at the tip typically experience plentiful nutrients while those behind the front become nutrient-depleted. If the environment also contains a gradient of some inhibitor (e.g. a toxic drug), a tradeoff exists: the nutrient-rich tip is more exposed to the inhibitor, while the nutrient-starved region behind the front is less exposed. Here we show that this can lead to complex dynamics when the organism's response to the inhibitory substance is coupled to nutrient availability. We model a bacterial population which expands in a spatial gradient of antibiotic, under conditions where either fast-growing bacteria at the wave's tip, or slow-growing, resource-limited bacteria behind the front are more susceptible to the antibiotic. We find that growth-rate dependent susceptibility can have strong effects on the dynamics of the expanding population. If slow-growing bacteria are more susceptible, the population wave advances far into the inhibitory zone, leaving a trail of dead bacteria in its wake. In contrast, if fast-growing bacteria are more susceptible, the wave is blocked at a much lower concentration of antibiotic, but a large population of live bacteria remains behind the front. Our results may contribute to understanding the efficacy of different antimicrobials for spatially structured microbial populations such as biofilms, as well as the dynamics of ecological population expansions more generally.


Anti-Bacterial Agents/metabolism , Bacteria/drug effects , Cell Proliferation/drug effects , Models, Biological , Nutrients/metabolism , Biofilms , Kinetics , Microbial Interactions/drug effects , Models, Theoretical
20.
J Chem Theory Comput ; 14(11): 6063-6075, 2018 Nov 13.
Article En | MEDLINE | ID: mdl-30336669

Molecular dynamics simulations play an essential role in understanding biomolecular processes such as protein aggregation at temporal and spatial resolutions which are not attainable by experimental methods. For a correct modeling of protein aggregation, force fields must accurately represent molecular interactions. Here, we study the effect of five different force fields on the oligomer formation of Alzheimer's Aß16-22 peptide and two of its mutants: Aß16-22(F19V,F20V), which does not form fibrils, and Aß16-22(F19L) which forms fibrils faster than the wild type. We observe that while oligomer formation kinetics depends strongly on the force field, structural properties, such as the most relevant protein-protein contacts, are similar between them. The oligomer formation kinetics obtained with different force fields differ more from each other than the kinetics between aggregating and nonaggregating peptides simulated with a single force field. We discuss the difficulties in comparing atomistic simulations of amyloid oligomer formation with experimental observables.

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