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1.
Cell ; 187(16): 4355-4372.e22, 2024 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-39121848

RESUMO

Overcoming immune-mediated resistance to PD-1 blockade remains a major clinical challenge. Enhanced efficacy has been demonstrated in melanoma patients with combined nivolumab (anti-PD-1) and relatlimab (anti-LAG-3) treatment, the first in its class to be FDA approved. However, how these two inhibitory receptors synergize to hinder anti-tumor immunity remains unknown. Here, we show that CD8+ T cells deficient in both PD-1 and LAG-3, in contrast to CD8+ T cells lacking either receptor, mediate enhanced tumor clearance and long-term survival in mouse models of melanoma. PD-1- and LAG-3-deficient CD8+ T cells were transcriptionally distinct, with broad TCR clonality and enrichment of effector-like and interferon-responsive genes, resulting in enhanced IFN-γ release indicative of functionality. LAG-3 and PD-1 combined to drive T cell exhaustion, playing a dominant role in modulating TOX expression. Mechanistically, autocrine, cell-intrinsic IFN-γ signaling was required for PD-1- and LAG-3-deficient CD8+ T cells to enhance anti-tumor immunity, providing insight into how combinatorial targeting of LAG-3 and PD-1 enhances efficacy.


Assuntos
Antígenos CD , Linfócitos T CD8-Positivos , Interferon gama , Proteína do Gene 3 de Ativação de Linfócitos , Camundongos Endogâmicos C57BL , Receptor de Morte Celular Programada 1 , Receptor de Morte Celular Programada 1/metabolismo , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Animais , Interferon gama/metabolismo , Camundongos , Antígenos CD/metabolismo , Comunicação Autócrina , Humanos , Melanoma/imunologia , Melanoma/tratamento farmacológico , Feminino , Linhagem Celular Tumoral , Melanoma Experimental/imunologia , Exaustão das Células T
2.
Nat Immunol ; 20(11): 1425-1434, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31611702

RESUMO

Although immunotherapeutics targeting the inhibitory receptors (IRs) CTLA-4, PD-1 or PD-L1 have made substantial clinical progress in cancer, a considerable proportion of patients remain unresponsive to treatment. Targeting novel IR-ligand pathways in combination with current immunotherapies may improve clinical outcomes. New clinical immunotherapeutics target T cell-expressed IRs (LAG-3, TIM-3 and TIGIT) as well as inhibitory ligands in the B7 family (B7-H3, B7-H4 and B7-H5), although many of these targets have complex biologies and unclear mechanisms of action. With only modest clinical success in targeting these IRs, current immunotherapeutic design may not be optimal. This Review covers the biology of targeting novel IR-ligand pathways and the current clinical status of their immunotherapeutics, either as monotherapy or in combination with antibody to PD-1 or to its ligand PD-L1. Further understanding of the basic biology of these targets is imperative to the development of effective cancer immunotherapies.


Assuntos
Doenças Autoimunes/tratamento farmacológico , Antígenos B7/antagonistas & inibidores , Receptores Coestimuladores e Inibidores de Linfócitos T/antagonistas & inibidores , Imunoterapia/métodos , Neoplasias/tratamento farmacológico , Antígenos CD/imunologia , Doenças Autoimunes/imunologia , Antígenos B7/imunologia , Receptores Coestimuladores e Inibidores de Linfócitos T/imunologia , Quimioterapia Combinada/métodos , Receptor Celular 2 do Vírus da Hepatite A/antagonistas & inibidores , Receptor Celular 2 do Vírus da Hepatite A/imunologia , Humanos , Ligantes , Terapia de Alvo Molecular/métodos , Neoplasias/imunologia , Receptores Imunológicos/antagonistas & inibidores , Receptores Imunológicos/imunologia , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/imunologia , Proteína do Gene 3 de Ativação de Linfócitos
3.
Immunity ; 54(10): 2209-2217.e6, 2021 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-34551314

RESUMO

CD4+ T cells share common developmental pathways with CD8+ T cells, and upon maturation, CD4+ T conventional T (Tconv) cells lack phenotypic markers that distinguish these cells from FoxP3+ T regulatory cells. We developed a tamoxifen-inducible ThPOKCreERT2.hCD2 line with Frt sites inserted on either side of the CreERT2-hCD2 cassette, and a Foxp3Ametrine-FlpO strain, expressing Ametrine and FlpO in Foxp3+ cells. Breeding these mice resulted in a CD4conviCreERT2-hCD2 line that allows for the specific manipulation of a gene in CD4+ Tconv cells. As FlpO removes the CreERT2-hCD2 cassette, CD4+ Treg cells are spared from Cre activity, which we refer to as allele conditioning. Comparison with an E8IiCreERT2.GFP mouse that enables inducible targeting of CD8+ T cells, and deletion of two inhibitory receptors, PD-1 and LAG-3, in a melanoma model, support the fidelity of these lines. These engineered mouse strains present a resource for the temporal manipulation of genes in CD4+ T cells and CD4+ Tconv cells.


Assuntos
Linfócitos T CD4-Positivos/citologia , Diferenciação Celular/imunologia , Linhagem da Célula/imunologia , Edição de Genes/métodos , Integrases/genética , Alelos , Animais , Linfócitos T CD8-Positivos/citologia , Linhagem Celular , Camundongos
4.
Immunity ; 44(2): 316-29, 2016 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-26872697

RESUMO

Regulatory T (Treg) cells pose a major barrier to effective anti-tumor immunity. Although Treg cell depletion enhances tumor rejection, the ensuing autoimmune sequelae limits its utility in the clinic and highlights the need for limiting Treg cell activity within the tumor microenvironment. Interleukin-35 (IL-35) is a Treg cell-secreted cytokine that inhibits T cell proliferation and function. Using an IL-35 reporter mouse, we observed substantial enrichment of IL-35(+) Treg cells in tumors. Neutralization with an IL-35-specific antibody or Treg cell-restricted deletion of IL-35 production limited tumor growth in multiple murine models of human cancer. Limiting intratumoral IL-35 enhanced T cell proliferation, effector function, antigen-specific responses, and long-term T cell memory. Treg cell-derived IL-35 promoted the expression of multiple inhibitory receptors (PD1, TIM3, LAG3), thereby facilitating intratumoral T cell exhaustion. These findings reveal previously unappreciated roles for IL-35 in limiting anti-tumor immunity and contributing to T cell dysfunction in the tumor microenvironment.


Assuntos
Anticorpos Bloqueadores/administração & dosagem , Interleucinas/metabolismo , Melanoma Experimental/imunologia , Neoplasias Cutâneas/imunologia , Linfócitos T Reguladores/imunologia , Animais , Antígenos CD/genética , Antígenos CD/metabolismo , Processos de Crescimento Celular/efeitos dos fármacos , Processos de Crescimento Celular/genética , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Proliferação de Células/genética , Receptor Celular 2 do Vírus da Hepatite A , Humanos , Memória Imunológica , Interleucinas/genética , Interleucinas/imunologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Receptor de Morte Celular Programada 1/genética , Receptor de Morte Celular Programada 1/metabolismo , Receptores Virais/genética , Receptores Virais/metabolismo , Carga Tumoral/efeitos dos fármacos , Carga Tumoral/genética , Microambiente Tumoral , Proteína do Gene 3 de Ativação de Linfócitos
5.
Immunol Rev ; 276(1): 80-96, 2017 03.
Artigo em Inglês | MEDLINE | ID: mdl-28258692

RESUMO

Despite the impressive impact of CTLA4 and PD1-PDL1-targeted cancer immunotherapy, a large proportion of patients with many tumor types fail to respond. Consequently, the focus has shifted to targeting alternative inhibitory receptors (IRs) and suppressive mechanisms within the tumor microenvironment. Lymphocyte activation gene-3 (LAG3) (CD223) is the third IR to be targeted in the clinic, consequently garnering considerable interest and scrutiny. LAG3 upregulation is required to control overt activation and prevent the onset of autoimmunity. However, persistent antigen exposure in the tumor microenvironment results in sustained LAG3 expression, contributing to a state of exhaustion manifest in impaired proliferation and cytokine production. The exact signaling mechanisms downstream of LAG3 and interplay with other IRs remain largely unknown. However, the striking synergy between LAG3 and PD1 observed in multiple settings, coupled with the contrasting intracellular cytoplasmic domain of LAG3 as compared with other IRs, highlights the potential uniqueness of LAG3. There are now four LAG3-targeted therapies in the clinic with many more in preclinical development, emphasizing the broad interest in this IR. Given the translational relevance of LAG3 and the heightened interest in the impact of dual LAG3/PD1 targeting in the clinic, the outcome of these trials could serve as a nexus; significantly increasing or dampening enthusiasm for subsequent targets in the cancer immunotherapeutic pipeline.


Assuntos
Anticorpos Monoclonais/uso terapêutico , Antígenos CD/metabolismo , Imunoterapia/métodos , Neoplasias/terapia , Linfócitos T/imunologia , Animais , Antígenos CD/genética , Antígenos CD/imunologia , Ensaios Clínicos como Assunto , Modelos Animais de Doenças , Humanos , Ativação Linfocitária , Camundongos , Neoplasias/imunologia , Receptor de Morte Celular Programada 1/genética , Receptor de Morte Celular Programada 1/imunologia , Receptor de Morte Celular Programada 1/metabolismo , Transdução de Sinais , Evasão Tumoral , Microambiente Tumoral , Proteína do Gene 3 de Ativação de Linfócitos
6.
Immunology ; 157(3): 232-247, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31087644

RESUMO

Regulatory T (Treg) cells play a crucial role in maintaining self-tolerance and resolution of immune responses by employing multifaceted immunoregulatory mechanisms. However, Treg cells readily infiltrate into the tumor microenvironment (TME) and dampen anti-tumor immune responses, thereby becoming a barrier to effective cancer immunotherapy. There has been a substantial expansion in the development of novel immunotherapies targeting various inhibitory receptors (IRs), such as CTLA4, PD1 and LAG3, but these approaches have mechanistically focused on the elicitation of anti-tumor responses. However, enhanced inflammation in the TME could also play a detrimental role by facilitating the recruitment, stability and function of Treg cells by up-regulating chemokines that promote Treg cell migration, and/or increasing inhibitory cytokine production. Furthermore, IR blockade may enhance Treg cell function and survival, thereby serving as a resistance mechanism against effective immunotherapy. Given that Treg cells are comprised of functionally and phenotypically heterogeneous sub-populations that may alter their characteristics in a context-dependent manner, it is critical to identify unique molecular pathways that are preferentially used by intratumoral Treg cells. In this review, we discuss markers that serve to identify certain Treg cell subsets, distinguished by chemokine receptors, IRs and cytokines that facilitate their migration, stability and function in the TME. We also discuss how these Treg cell subsets correlate with the clinical outcome of patients with various types of cancer and how they may serve as potential TME-specific targets for novel cancer immunotherapies.


Assuntos
Linfócitos do Interstício Tumoral/imunologia , Neoplasias/imunologia , Linfócitos T Reguladores/imunologia , Evasão Tumoral , Animais , Quimiocinas/imunologia , Quimiocinas/metabolismo , Humanos , Mediadores da Inflamação/metabolismo , Linfócitos do Interstício Tumoral/metabolismo , Linfócitos do Interstício Tumoral/patologia , Neoplasias/metabolismo , Neoplasias/patologia , Fenótipo , Receptores de Quimiocinas/imunologia , Receptores de Quimiocinas/metabolismo , Transdução de Sinais , Linfócitos T Reguladores/metabolismo , Linfócitos T Reguladores/patologia , Microambiente Tumoral
7.
Ecol Appl ; 29(3): e01861, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30835921

RESUMO

Slow ecological processes challenge conservation. Short-term variability can obscure the importance of slower processes that may ultimately determine the state of a system. Furthermore, management actions with slow responses can be hard to justify. One response to slow processes is to explicitly concentrate analysis on state dynamics. Here, we focus on identifying drivers of Northern Spotted Owl (Strix occidentalis caurina) territorial occupancy dynamics across 11 study areas spanning their geographic range and forecasting response to potential management actions. Competition with Barred Owls (Strix varia) has increased Spotted Owl territory extinction probabilities across all study areas and driven recent declines in Spotted Owl populations. Without management intervention, the Northern Spotted Owl subspecies will be extirpated from parts of its current range within decades. In the short term, Barred Owl removal can be effective. Over longer time spans, however, maintaining or improving habitat conditions can help promote the persistence of northern spotted owl populations. In most study areas, habitat effects on expected Northern Spotted Owl territorial occupancy are actually greater than the effects of competition from Barred Owls. This study suggests how intensive management actions (removal of a competitor) with rapid results can complement a slower management action (i.e., promoting forest succession).


Assuntos
Estrigiformes , Animais , Conservação dos Recursos Naturais , Coleta de Dados , Ecossistema , Florestas
8.
Eur J Immunol ; 45(7): 1892-905, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26018646

RESUMO

Inhibitory receptors expressed on T cells control immune responses while limiting autoimmunity. However, tumors can hijack these "checkpoints" for protection from immune attack. Tumor-specific T cells that exhibit an exhausted, unresponsive phenotype express high levels of inhibitory receptors including CTLA4, PD1, and LAG3, among others. Intratumoral regulatory T cells promote immunosuppression and also express multiple inhibitory receptors. Overcoming this inhibitory receptor-mediated immune tolerance has thus been a major focus of recent cancer immunotherapeutic developments. Here, we review how boosting the host's immune system by blocking inhibitory receptor signaling with antagonistic mAbs restores the capacity of T cells to drive durable antitumor immune responses. Clinical trials targeting the CTLA4 and PD1 pathways have shown durable effects in multiple tumor types. Many combinatorial therapies are currently being investigated with encouraging results that highlight enhanced antitumor immunogenicity and improved patient survival. Finally, we will discuss the ongoing identification and dissection of novel T-cell inhibitory receptor pathways, which could lead to the development of new combinatorial therapeutic approaches.


Assuntos
Imunoterapia/métodos , Neoplasias/imunologia , Neoplasias/terapia , Linfócitos T Reguladores/imunologia , Evasão Tumoral/imunologia , Animais , Antígenos CD/imunologia , Antígeno CTLA-4/imunologia , Humanos , Receptor de Morte Celular Programada 1/imunologia , Proteína do Gene 3 de Ativação de Linfócitos
9.
Am J Orthod Dentofacial Orthop ; 147(2): 182-9, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25636551

RESUMO

INTRODUCTION: In this study, we aimed to investigate the effect of buccolingual inclinations of the maxillary canines and premolars on the perceived attractiveness of the smile when viewed from the frontal perspective. METHODS: A smiling frontal photograph was taken of a man. A 3-dimensional digital dental model of this subject was constructed within which the buccolingual inclinations of the canines and premolars could be altered relative to the occlusal plane. Three-dimensional models of the altered digital models were then printed in resin and mounted on articulators. Frontal photos of the mounted models were taken and transferred to the smile image. A series of images was produced with the canines and premolars inclined buccally or lingually by different degrees. The smile images were assessed by 2 panels, orthodontists and laypeople. RESULTS: There was a broad range of esthetic acceptability for the buccolingual inclinations of the maxillary canines and premolars. The range of preferred inclinations was not as broad. Smile esthetics was significantly compromised (P <0.01) when the canines were lingually inclined more than -12°, or the premolars were lingually inclined more than -15°, as perceived by orthodontists and laypersons. Buccally tipping the canines more than 6° also made the smile esthetics less satisfying (P <0.01). CONCLUSIONS: It could be esthetically satisfying to position the teeth within the ranges of 0° to -7° of inclination for the canines and -3° to -11° of inclination for the premolars, as assessed by the orthodontists, or of 3° to -10° of inclination for the canines and 5° to -11° of inclination for the premolars, as assessed by the laypersons. Clinicians could exercise flexibility within this range, when compromising tooth positions for transverse jaw discrepancies.


Assuntos
Dente Pré-Molar/anatomia & histologia , Dente Canino/anatomia & histologia , Estética Dentária , Maxila/anatomia & histologia , Sorriso , Adulto , Atitude do Pessoal de Saúde , Atitude Frente a Saúde , Odontólogos/psicologia , Feminino , Humanos , Processamento de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Incisivo/anatomia & histologia , Masculino , Modelos Dentários , Ortodontia , Fotografia Dentária/métodos , Reprodutibilidade dos Testes , Coroa do Dente/anatomia & histologia , Interface Usuário-Computador , Escala Visual Analógica , Adulto Jovem
10.
Acta Crystallogr A Found Adv ; 79(Pt 5): 480-484, 2023 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-37485824

RESUMO

A method is proposed for choosing unit cells for a group of crystals so that they all appear as nearly similar as possible to a selected cell. Related unit cells with varying cell parameters or indexed with different lattice centering can be accommodated.

11.
Acta Crystallogr A Found Adv ; 79(Pt 4): 369-380, 2023 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-37338213

RESUMO

Characterization of crystallographic lattices is an important tool in structure solution, crystallographic database searches and clustering of diffraction images in serial crystallography. Characterization of lattices by Niggli-reduced cells (based on the three shortest non-coplanar lattice vectors) or by Delaunay-reduced cells (based on four non-coplanar vectors summing to zero and all meeting at obtuse or right angles) is commonly performed. The Niggli cell derives from Minkowski reduction. The Delaunay cell derives from Selling reduction. All are related to the Wigner-Seitz (or Dirichlet, or Voronoi) cell of the lattice, which consists of the points at least as close to a chosen lattice point as they are to any other lattice point. The three non-coplanar lattice vectors chosen are here called the Niggli-reduced cell edges. Starting from a Niggli-reduced cell, the Dirichlet cell is characterized by the planes determined by 13 lattice half-edges: the midpoints of the three Niggli cell edges, the six Niggli cell face-diagonals and the four body-diagonals, but seven of the lengths are sufficient: three edge lengths, the three shorter of each pair of face-diagonal lengths, and the shortest body-diagonal length. These seven are sufficient to recover the Niggli-reduced cell.

12.
J Immunol ; 184(1): 255-67, 2010 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-19949079

RESUMO

Successful establishment and persistence of adenovirus (Ad) infections are facilitated by immunosubversive functions encoded in the early transcription unit 3 (E3). The E3/19K protein has a dual role, preventing cell surface transport of MHC class I/HLA class I (MHC-I/HLA-I) Ags and the MHC-I-like molecules (MHC-I chain-related chain A and B [MICA/B]), thereby inhibiting both recognition by CD8 T cells and NK cells. Although some crucial functional elements in E3/19K have been identified, a systematic analysis of the functional importance of individual amino acids is missing. We now have substituted alanine for each of 21 aas in the luminal domain of Ad2 E3/19K conserved among Ads and investigated the effects on HLA-I downregulation by coimmunoprecipitation, pulse-chase analysis, and/or flow cytometry. Potential structural alterations were monitored using conformation-dependent E3/19K-specific mAbs. The results revealed that only a small number of mutations abrogated HLA-I complex formation (e.g., substitutions W52, M87, and W96). Mutants M87 and W96 were particularly interesting as they exhibited only minimal structural changes suggesting that these amino acids make direct contacts with HLA-I. The considerable number of substitutions with little functional defects implied that E3/19K may have additional cellular target molecules. Indeed, when assessing MICA/B cell-surface expression we found that mutation of T14 and M82 selectively compromised MICA/B downregulation with essentially no effect on HLA-I modulation. In general, downregulation of HLA-I was more severely affected than that of MICA/B; for example, substitutions W52, M87, and W96 essentially abrogated HLA-I modulation while largely retaining the ability to sequester MICA/B. Thus, distinct conserved amino acids seem preferentially important for a particular functional activity of E3/19K.


Assuntos
Infecções por Adenoviridae/metabolismo , Proteínas E3 de Adenovirus/metabolismo , Antígenos de Histocompatibilidade Classe I/metabolismo , Infecções por Adenoviridae/genética , Proteínas E3 de Adenovirus/genética , Sequência de Aminoácidos , Sequência Conservada , Regulação para Baixo , Citometria de Fluxo , Humanos , Imunoprecipitação , Reação em Cadeia da Polimerase , Estrutura Secundária de Proteína , Transfecção
13.
J Appl Crystallogr ; 55(Pt 4): 782-786, 2022 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-35979069

RESUMO

Methods of generating random unit-cell data for testing software are discussed. Working within the space S 6 appears to be the most expeditious.

14.
Clin Cancer Res ; 28(23): 5030-5039, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-35579997

RESUMO

Immunotherapy targeting coinhibitory receptors has been highly successful in treating a wide variety of malignancies; however, only a subset of patients exhibits durable responses. The first FDA-approved immunotherapeutics targeting coinhibitory receptors PD1 and CTLA4, alone or in combination, significantly improved survival but were also accompanied by substantial toxicity in combination. The third FDA-approved immune checkpoint inhibitor targets LAG3, a coinhibitory receptor expressed on activated CD4+ and CD8+ T cells, especially in settings of long-term antigenic stimulation, such as chronic viral infection or cancer. Mechanistically, LAG3 expression limits both the expansion of activated T cells and the size of the memory pool, suggesting that LAG3 may be a promising target for immunotherapy. Importantly, the mechanism(s) by which LAG3 contributes to CD8+ T-cell exhaustion may be distinct from those governed by PD1, indicating that the combination of anti-LAG3 and anti-PD1 may synergistically enhance antitumor immunity. Clinical studies evaluating the role of anti-LAG3 in combination with anti-PD1 are underway, and recent phase III trial results in metastatic melanoma demonstrate both the efficacy and safety of this combination. Further ongoing clinical trials are evaluating this combination across multiple tumor types and the adjuvant setting, with accompanying translational and biomarker-focused studies designed to elucidate the molecular pathways that lead to improved antitumor T-cell responses following dual blockade of PD1 and LAG3. Overall, LAG3 plays an important role in limiting T-cell activation and has now become part of the repertoire of combinatorial immunotherapeutics available for the treatment of metastatic melanoma.


Assuntos
Melanoma , Receptor de Morte Celular Programada 1 , Humanos , Antígenos CD/metabolismo , Linfócitos T CD8-Positivos , Imunoterapia/métodos , Melanoma/tratamento farmacológico , Melanoma/genética , Ensaios Clínicos Fase III como Assunto
15.
Acta Crystallogr F Struct Biol Commun ; 78(Pt 7): 281-288, 2022 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-35787556

RESUMO

KAMO and BLEND provide particularly effective tools to automatically manage the merging of large numbers of data sets from serial crystallography. The requirement for manual intervention in the process can be reduced by extending BLEND to support additional clustering options such as the use of more accurate cell distance metrics and the use of reflection-intensity correlation coefficients to infer `distances' among sets of reflections. This increases the sensitivity to differences in unit-cell parameters and allows clustering to assemble nearly complete data sets on the basis of intensity or amplitude differences. If the data sets are already sufficiently complete to permit it, one applies KAMO once and clusters the data using intensities only. When starting from incomplete data sets, one applies KAMO twice, first using unit-cell parameters. In this step, either the simple cell vector distance of the original BLEND or the more sensitive NCDist is used. This step tends to find clusters of sufficient size such that, when merged, each cluster is sufficiently complete to allow reflection intensities or amplitudes to be compared. One then uses KAMO again using the correlation between reflections with a common hkl to merge clusters in a way that is sensitive to structural differences that may not have perturbed the unit-cell parameters sufficiently to make meaningful clusters. Many groups have developed effective clustering algorithms that use a measurable physical parameter from each diffraction still or wedge to cluster the data into categories which then can be merged, one hopes, to yield the electron density from a single protein form. Since these physical parameters are often largely independent of one another, it should be possible to greatly improve the efficacy of data-clustering software by using a multi-stage partitioning strategy. Here, one possible approach to multi-stage data clustering is demonstrated. The strategy is to use unit-cell clustering until the merged data are sufficiently complete and then to use intensity-based clustering. Using this strategy, it is demonstrated that it is possible to accurately cluster data sets from crystals that have subtle differences.


Assuntos
Algoritmos , Software , Análise por Conglomerados , Cristalografia por Raios X , Proteínas/química
16.
Acta Crystallogr D Struct Biol ; 78(Pt 3): 268-277, 2022 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-35234141

RESUMO

One often observes small but measurable differences in the diffraction data measured from different crystals of a single protein. These differences might reflect structural differences in the protein and may reveal the natural dynamism of the molecule in solution. Partitioning these mixed-state data into single-state clusters is a critical step that could extract information about the dynamic behavior of proteins from hundreds or thousands of single-crystal data sets. Mixed-state data can be obtained deliberately (through intentional perturbation) or inadvertently (while attempting to measure highly redundant single-crystal data). To the extent that different states adopt different molecular structures, one expects to observe differences in the crystals; each of the polystates will create a polymorph of the crystals. After mixed-state diffraction data have been measured, deliberately or inadvertently, the challenge is to sort the data into clusters that may represent relevant biological polystates. Here, this problem is addressed using a simple multi-factor clustering approach that classifies each data set using independent observables, thereby assigning each data set to the correct location in conformational space. This procedure is illustrated using two independent observables, unit-cell parameters and intensities, to cluster mixed-state data from chymotrypsinogen (ChTg) crystals. It is observed that the data populate an arc of the reaction trajectory as ChTg is converted into chymotrypsin.


Assuntos
Proteínas , Modelos Moleculares , Conformação Molecular , Estrutura Molecular
17.
Ecol Appl ; 21(7): 2459-68, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22073635

RESUMO

The recent range expansion of Barred Owls (Strix varia) into the Pacific Northwest, where the species now co-occurs with the endemic Northern Spotted Owl (Strix occidentalis caurina), resulted in a unique opportunity to investigate potential competition between two congeneric, previously allopatric species. The primary criticism of early competition research was the use of current species' distribution patterns to infer past processes; however, the recent expansion of the Barred Owl and the ability to model the processes that result in site occupancy (i.e., colonization and extinction) allowed us to address the competitive process directly rather than inferring past processes through current patterns. The purpose of our study was to determine whether Barred Owls had any negative effects on occupancy dynamics of nesting territories by Northern Spotted Owls and how these effects were influenced by habitat characteristics of Spotted Owl territories. We used single-species, multi-season occupancy models and covariates quantifying Barred Owl detections and habitat characteristics to model extinction and colonization rates of Spotted Owl pairs in southern Oregon, USA. We observed a strong, negative association between Barred Owl detections and colonization rates and a strong positive effect of Barred Owl detections on extinction rates of Spotted Owls. We observed increased extinction rates in response to decreased amounts of old forest at the territory core and higher colonization rates when old-forest habitat was less fragmented. Annual site occupancy for pairs reflected the strong effects of Barred Owls on occupancy dynamics with much lower occupancy rates predicted for territories where Barred Owls were detected. The strong Barred Owl and habitat effects on occupancy dynamics of Spotted Owls provided evidence of interference competition between the species. These effects increase the importance of conserving large amounts of contiguous, old-forest habitat to maintain Northern Spotted Owls in the landscape.


Assuntos
Comportamento Competitivo , Ecossistema , Estrigiformes/fisiologia , Animais , Modelos Biológicos , Dinâmica Populacional , Fatores de Tempo , Árvores
18.
Cell Rep Med ; 2(12): 100476, 2021 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-34873589

RESUMO

Despite extensive analyses, there remains an urgent need to delineate immune cell states that contribute to mortality in people critically ill with COVID-19. Here, we present high-dimensional profiling of blood and respiratory samples from people with severe COVID-19 to examine the association between cell-linked molecular features and mortality outcomes. Peripheral transcriptional profiles by single-cell RNA sequencing (RNA-seq)-based deconvolution of immune states are associated with COVID-19 mortality. Further, persistently high levels of an interferon signaling module in monocytes over time lead to subsequent concerted upregulation of inflammatory cytokines. SARS-CoV-2-infected myeloid cells in the lower respiratory tract upregulate CXCL10, leading to a higher risk of death. Our analysis suggests a pivotal role for viral-infected myeloid cells and protracted interferon signaling in severe COVID-19.


Assuntos
COVID-19/imunologia , COVID-19/mortalidade , Pulmão/imunologia , SARS-CoV-2/patogenicidade , Idoso , COVID-19/sangue , COVID-19/virologia , Estado Terminal , Citocinas/sangue , Redes Reguladoras de Genes , Humanos , Inflamação , Pulmão/virologia , Modelos Teóricos , Monócitos/imunologia , Células Mieloides/imunologia , Reprodutibilidade dos Testes , Carga Viral
19.
bioRxiv ; 2021 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-33594364

RESUMO

Coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 infection presents with varied clinical manifestations1, ranging from mild symptoms to acute respiratory distress syndrome (ARDS) with high mortality2,3. Despite extensive analyses, there remains an urgent need to delineate immune cell states that contribute to mortality in severe COVID-19. We performed high-dimensional cellular and molecular profiling of blood and respiratory samples from critically ill COVID-19 patients to define immune cell genomic states that are predictive of outcome in severe COVID-19 disease. Critically ill patients admitted to the intensive care unit (ICU) manifested increased frequencies of inflammatory monocytes and plasmablasts that were also associated with ARDS not due to COVID-19. Single-cell RNAseq (scRNAseq)-based deconvolution of genomic states of peripheral immune cells revealed distinct gene modules that were associated with COVID-19 outcome. Notably, monocytes exhibited bifurcated genomic states, with expression of a cytokine gene module exemplified by CCL4 (MIP-1ß) associated with survival and an interferon signaling module associated with death. These gene modules were correlated with higher levels of MIP-1ß and CXCL10 levels in plasma, respectively. Monocytes expressing genes reflective of these divergent modules were also detectable in endotracheal aspirates. Machine learning algorithms identified the distinctive monocyte modules as part of a multivariate peripheral immune system state that was predictive of COVID-19 mortality. Follow-up analysis of the monocyte modules on ICU day 5 was consistent with bifurcated states that correlated with distinct inflammatory cytokines. Our data suggests a pivotal role for monocytes and their specific inflammatory genomic states in contributing to mortality in life-threatening COVID-19 disease and may facilitate discovery of new diagnostics and therapeutics.

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