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1.
Nature ; 629(8011): 426-434, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38658764

RESUMO

Expansion of antigen-experienced CD8+ T cells is critical for the success of tumour-infiltrating lymphocyte (TIL)-adoptive cell therapy (ACT) in patients with cancer1. Interleukin-2 (IL-2) acts as a key regulator of CD8+ cytotoxic T lymphocyte functions by promoting expansion and cytotoxic capability2,3. Therefore, it is essential to comprehend mechanistic barriers to IL-2 sensing in the tumour microenvironment to implement strategies to reinvigorate IL-2 responsiveness and T cell antitumour responses. Here we report that prostaglandin E2 (PGE2), a known negative regulator of immune response in the tumour microenvironment4,5, is present at high concentrations in tumour tissue from patients and leads to impaired IL-2 sensing in human CD8+ TILs via the PGE2 receptors EP2 and EP4. Mechanistically, PGE2 inhibits IL-2 sensing in TILs by downregulating the IL-2Rγc chain, resulting in defective assembly of IL-2Rß-IL2Rγc membrane dimers. This results in impaired IL-2-mTOR adaptation and PGC1α transcriptional repression, causing oxidative stress and ferroptotic cell death in tumour-reactive TILs. Inhibition of PGE2 signalling to EP2 and EP4 during TIL expansion for ACT resulted in increased IL-2 sensing, leading to enhanced proliferation of tumour-reactive TILs and enhanced tumour control once the cells were transferred in vivo. Our study reveals fundamental features that underlie impairment of human TILs mediated by PGE2 in the tumour microenvironment. These findings have therapeutic implications for cancer immunotherapy and cell therapy, and enable the development of targeted strategies to enhance IL-2 sensing and amplify the IL-2 response in TILs, thereby promoting the expansion of effector T cells with enhanced therapeutic potential.


Assuntos
Linfócitos T CD8-Positivos , Dinoprostona , Subunidade gama Comum de Receptores de Interleucina , Interleucina-2 , Linfócitos do Interstício Tumoral , Mitocôndrias , Receptores de Prostaglandina E Subtipo EP2 , Receptores de Prostaglandina E Subtipo EP4 , Transdução de Sinais , Humanos , Dinoprostona/metabolismo , Mitocôndrias/metabolismo , Mitocôndrias/efeitos dos fármacos , Linfócitos do Interstício Tumoral/imunologia , Linfócitos do Interstício Tumoral/metabolismo , Linfócitos do Interstício Tumoral/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Interleucina-2/metabolismo , Receptores de Prostaglandina E Subtipo EP4/metabolismo , Receptores de Prostaglandina E Subtipo EP4/antagonistas & inibidores , Receptores de Prostaglandina E Subtipo EP2/metabolismo , Receptores de Prostaglandina E Subtipo EP2/antagonistas & inibidores , Subunidade gama Comum de Receptores de Interleucina/deficiência , Subunidade gama Comum de Receptores de Interleucina/genética , Subunidade gama Comum de Receptores de Interleucina/metabolismo , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/citologia , Linfócitos T CD8-Positivos/metabolismo , Linfócitos T CD8-Positivos/efeitos dos fármacos , Subunidade beta de Receptor de Interleucina-2/metabolismo , Microambiente Tumoral/efeitos dos fármacos , Microambiente Tumoral/imunologia , Proliferação de Células/efeitos dos fármacos , Animais , Camundongos , Regulação para Baixo/efeitos dos fármacos , Neoplasias/imunologia , Neoplasias/tratamento farmacológico , Neoplasias/metabolismo , Neoplasias/patologia
2.
Sci Immunol ; 9(92): eadg7995, 2024 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-38306416

RESUMO

Adoptive cell therapy (ACT) using ex vivo-expanded tumor-infiltrating lymphocytes (TILs) can eliminate or shrink metastatic melanoma, but its long-term efficacy remains limited to a fraction of patients. Using longitudinal samples from 13 patients with metastatic melanoma treated with TIL-ACT in a phase 1 clinical study, we interrogated cellular states within the tumor microenvironment (TME) and their interactions. We performed bulk and single-cell RNA sequencing, whole-exome sequencing, and spatial proteomic analyses in pre- and post-ACT tumor tissues, finding that ACT responders exhibited higher basal tumor cell-intrinsic immunogenicity and mutational burden. Compared with nonresponders, CD8+ TILs exhibited increased cytotoxicity, exhaustion, and costimulation, whereas myeloid cells had increased type I interferon signaling in responders. Cell-cell interaction prediction analyses corroborated by spatial neighborhood analyses revealed that responders had rich baseline intratumoral and stromal tumor-reactive T cell networks with activated myeloid populations. Successful TIL-ACT therapy further reprogrammed the myeloid compartment and increased TIL-myeloid networks. Our systematic target discovery study identifies potential T-myeloid cell network-based biomarkers that could improve patient selection and guide the design of ACT clinical trials.


Assuntos
Imunoterapia Adotiva , Melanoma , Humanos , Melanoma/genética , Linfócitos do Interstício Tumoral/metabolismo , Proteômica , Linfócitos T CD8-Positivos/metabolismo , Microambiente Tumoral
3.
Nat Immunol ; 24(10): 1645-1653, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37709986

RESUMO

Persistent exposure to antigen during chronic infection or cancer renders T cells dysfunctional. The molecular mechanisms regulating this state of exhaustion are thought to be common in infection and cancer, despite obvious differences in their microenvironments. Here we found that NFAT5, an NFAT family transcription factor that lacks an AP-1 docking site, was highly expressed in exhausted CD8+ T cells in the context of chronic infections and tumors but was selectively required in tumor-induced CD8+ T cell exhaustion. Overexpression of NFAT5 in CD8+ T cells reduced tumor control, while deletion of NFAT5 improved tumor control by promoting the accumulation of tumor-specific CD8+ T cells that had reduced expression of the exhaustion-associated proteins TOX and PD-1 and produced more cytokines, such as IFNÉ£ and TNF, than cells with wild-type levels of NFAT5, specifically in the precursor exhausted PD-1+TCF1+TIM-3-CD8+ T cell population. NFAT5 did not promote T cell exhaustion during chronic infection with clone 13 of lymphocytic choriomeningitis virus. Expression of NFAT5 was induced by TCR triggering, but its transcriptional activity was specific to the tumor microenvironment and required hyperosmolarity. Thus, NFAT5 promoted the exhaustion of CD8+ T cells in a tumor-selective fashion.


Assuntos
Coriomeningite Linfocítica , Neoplasias , Humanos , Fatores de Transcrição/metabolismo , Linfócitos T CD8-Positivos , Exaustão das Células T , Infecção Persistente , Microambiente Tumoral , Receptor de Morte Celular Programada 1/genética , Receptor de Morte Celular Programada 1/metabolismo , Vírus da Coriomeningite Linfocítica , Neoplasias/metabolismo
4.
Nat Immunol ; 24(5): 869-883, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-37081150

RESUMO

To date, no immunotherapy approaches have managed to fully overcome T-cell exhaustion, which remains a mandatory fate for chronically activated effector cells and a major therapeutic challenge. Understanding how to reprogram CD8+ tumor-infiltrating lymphocytes away from exhausted effector states remains an elusive goal. Our work provides evidence that orthogonal gene engineering of T cells to secrete an interleukin (IL)-2 variant binding the IL-2Rßγ receptor and the alarmin IL-33 reprogrammed adoptively transferred T cells to acquire a novel, synthetic effector state, which deviated from canonical exhaustion and displayed superior effector functions. These cells successfully overcame homeostatic barriers in the host and led-in the absence of lymphodepletion or exogenous cytokine support-to high levels of engraftment and tumor regression. Our work unlocks a new opportunity of rationally engineering synthetic CD8+ T-cell states endowed with the ability to avoid exhaustion and control advanced solid tumors.


Assuntos
Linfócitos T CD8-Positivos , Imunoterapia Adotiva , Interleucina-2 , Neoplasias Experimentais , Linfócitos T CD8-Positivos/imunologia , Exaustão das Células T , Linfócitos do Interstício Tumoral/imunologia , Interleucina-2/farmacologia , Interleucina-33 , Engenharia de Proteínas , Feminino , Animais , Camundongos , Camundongos Endogâmicos C57BL , Linhagem Celular Tumoral , Neoplasias Experimentais/terapia , Receptor de Morte Celular Programada 1/metabolismo
5.
Cancer Discov ; 12(1): 108-133, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34479871

RESUMO

Developing strategies to inflame tumors is critical for increasing response to immunotherapy. Here, we report that low-dose radiotherapy (LDRT) of murine tumors promotes T-cell infiltration and enables responsiveness to combinatorial immunotherapy in an IFN-dependent manner. Treatment efficacy relied upon mobilizing both adaptive and innate immunity and depended on both cytotoxic CD4+ and CD8+ T cells. LDRT elicited predominantly CD4+ cells with features of exhausted effector cytotoxic cells, with a subset expressing NKG2D and exhibiting proliferative capacity, as well as a unique subset of activated dendritic cells expressing the NKG2D ligand RAE1. We translated these findings to a phase I clinical trial administering LDRT, low-dose cyclophosphamide, and immune checkpoint blockade to patients with immune-desert tumors. In responsive patients, the combinatorial treatment triggered T-cell infiltration, predominantly of CD4+ cells with Th1 signatures. Our data support the rational combination of LDRT with immunotherapy for effectively treating low T cell-infiltrated tumors. SIGNIFICANCE: Low-dose radiation reprogrammed the tumor microenvironment of tumors with scarce immune infiltration and together with immunotherapy induced simultaneous mobilization of innate and adaptive immunity, predominantly CD4+ effector T cells, to achieve tumor control dependent on NKG2D. The combination induced important responses in patients with metastatic immune-cold tumors.This article is highlighted in the In This Issue feature, p. 1.


Assuntos
Adenocarcinoma Papilar/radioterapia , Neoplasias Ovarianas/radioterapia , Imunidade Adaptativa , Adenocarcinoma Papilar/imunologia , Animais , Linfócitos T CD4-Positivos , Linfócitos T CD8-Positivos , Modelos Animais de Doenças , Feminino , Humanos , Linfócitos do Interstício Tumoral , Camundongos , Camundongos Endogâmicos C57BL , Neoplasias Ovarianas/imunologia , Dosagem Radioterapêutica , Microambiente Tumoral
6.
Cancer Cell ; 39(12): 1623-1642.e20, 2021 12 13.
Artigo em Inglês | MEDLINE | ID: mdl-34739845

RESUMO

The mechanisms regulating exhaustion of tumor-infiltrating lymphocytes (TIL) and responsiveness to PD-1 blockade remain partly unknown. In human ovarian cancer, we show that tumor-specific CD8+ TIL accumulate in tumor islets, where they engage antigen and upregulate PD-1, which restrains their functions. Intraepithelial PD-1+CD8+ TIL can be, however, polyfunctional. PD-1+ TIL indeed exhibit a continuum of exhaustion states, with variable levels of CD28 costimulation, which is provided by antigen-presenting cells (APC) in intraepithelial tumor myeloid niches. CD28 costimulation is associated with improved effector fitness of exhausted CD8+ TIL and is required for their activation upon PD-1 blockade, which also requires tumor myeloid APC. Exhausted TIL lacking proper CD28 costimulation in situ fail to respond to PD-1 blockade, and their response may be rescued by local CTLA-4 blockade and tumor APC stimulation via CD40L.


Assuntos
Células Apresentadoras de Antígenos/metabolismo , Antígenos CD28/metabolismo , Inibidores de Checkpoint Imunológico/uso terapêutico , Células Mieloides/metabolismo , Neoplasias/tratamento farmacológico , Nicho de Células-Tronco/genética , Humanos , Inibidores de Checkpoint Imunológico/farmacologia , Neoplasias/imunologia
7.
Comput Struct Biotechnol J ; 18: 2217-2227, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32952936

RESUMO

Dendritic cell (DC)-based vaccines have been largely used in the adjuvant setting for the treatment of cancer, however, despite their proven safety, clinical outcomes still remain modest. In order to improve their efficacy, DC-based vaccines are often combined with one or multiple immunomodulatory agents. However, the selection of the most promising combinations is hampered by the plethora of agents available and the unknown interplay between these different agents. To address this point, we developed a hybrid experimental and computational platform to predict the effects and immunogenicity of dual combinations of stimuli once combined with DC vaccination, based on the experimental data of a variety of assays to monitor different aspects of the immune response after a single stimulus. To assess the stimuli behavior when used as single agents, we first developed an in vitro co-culture system of T cell priming using monocyte-derived DCs loaded with whole tumor lysate to prime autologous peripheral blood mononuclear cells in the presence of the chosen stimuli, as single adjuvants, and characterized the elicited response assessing 18 different phenotypic and functional traits important for an efficient anti-cancer response. We then developed and applied a prediction algorithm, generating a ranking for all possible dual combinations of the different single stimuli considered here. The ranking generated by the prediction tool was then validated with experimental data showing a strong correlation with the predicted scores, confirming that the top ranked conditions globally significantly outperformed the worst conditions. Thus, the method developed here constitutes an innovative tool for the selection of the best immunomodulatory agents to implement in future DC-based vaccines.

8.
Cell Rep ; 23(2): 622-636, 2018 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-29642017

RESUMO

Macrophage plasticity has been studied in vitro, but transcriptional regulation upon injury is poorly understood. We generated a valuable dataset that captures transcriptional changes in the healthy heart and after myocardial injury, revealing a dynamic transcriptional landscape of macrophage activation. Partial deconvolution suggested that post-injury macrophages exhibit overlapping activation of pro-inflammatory and anti-inflammatory programs rather than aligning to canonical M1/M2 programs. Furthermore, simulated dynamics and experimental validation of a regulatory core of the underlying gene-regulatory network revealed a negative-feedback loop that limits initial inflammation via hypoxia-mediated upregulation of Il10. Our results also highlight the prominence of post-transcriptional regulation (miRNAs, mRNA decay, and lincRNAs) in attenuating the myocardial injury-induced inflammatory response. We also identified a cardiac-macrophage-specific gene signature (e.g., Egfr and Lifr) and time-specific markers for macrophage populations (e.g., Lyve1, Cd40, and Mrc1). Altogether, these data provide a core resource for deciphering the transcriptional network in cardiac macrophages in vivo.


Assuntos
Redes Reguladoras de Genes , Traumatismos Cardíacos/metabolismo , Macrófagos/metabolismo , Miocárdio/metabolismo , Transcriptoma , Regiões 3' não Traduzidas , Elementos Ricos em Adenilato e Uridilato/genética , Animais , Receptor 1 de Quimiocina CX3C/genética , Regulação da Expressão Gênica , Traumatismos Cardíacos/patologia , Macrófagos/citologia , Macrófagos/imunologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Análise de Componente Principal , RNA Longo não Codificante/metabolismo , RNA Mensageiro/metabolismo , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/metabolismo
9.
BMC Res Notes ; 9: 168, 2016 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-26979239

RESUMO

BACKGROUND: Networks have become a popular way to conceptualize a system of interacting elements, such as electronic circuits, social communication, metabolism or gene regulation. Network inference, analysis, and modeling techniques have been developed in different areas of science and technology, such as computer science, mathematics, physics, and biology, with an active interdisciplinary exchange of concepts and approaches. However, some concepts seem to belong to a specific field without a clear transferability to other domains. At the same time, it is increasingly recognized that within some biological systems--such as the tumor microenvironment--where different types of resident and infiltrating cells interact to carry out their functions, the complexity of the system demands a theoretical framework, such as statistical inference, graph analysis and dynamical models, in order to asses and study the information derived from high-throughput experimental technologies. RESULTS: In this article we propose to adopt and adapt the concepts of influence and investment from the world of social network analysis to biological problems, and in particular to apply this approach to infer causality in the tumor microenvironment. We showed that constructing a bidirectional network of influence between cell and cell communication molecules allowed us to determine the direction of inferred regulations at the expression level and correctly recapitulate cause-effect relationships described in literature. CONCLUSIONS: This work constitutes an example of a transfer of knowledge and concepts from the world of social network analysis to biomedical research, in particular to infer network causality in biological networks. This causality elucidation is essential to model the homeostatic response of biological systems to internal and external factors, such as environmental conditions, pathogens or treatments.


Assuntos
Redes Reguladoras de Genes , Rede Social , Microambiente Tumoral/genética , Algoritmos , Regulação Neoplásica da Expressão Gênica , Humanos , Neoplasias/genética
10.
NPJ Syst Biol Appl ; 2: 16037, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-28725481

RESUMO

Survival analyses based on the Kaplan-Meier estimate have been pervasively used to support or validate the relevance of biological mechanisms in cancer research. Recently, with the appearance of gene expression high-throughput technologies, this kind of analysis has been applied to tumor transcriptomics data. In a 'bottom-up' approach, gene-expression profiles that are associated with a deregulated pathway hypothetically involved in cancer progression are first identified and then subsequently correlated with a survival effect, which statistically supports or requires the rejection of such a hypothesis. In this work, we propose a 'top-down' approach, in which the clinical outcome (survival) is the starting point that guides the identification of deregulated biological mechanisms in cancer by a non-hypothesis-driven iterative survival analysis. We show that the application of our novel method to a population of ~2,000 breast cancer patients of the METABRIC consortium allows the identification of several well-known cancer mechanisms, such as ERBB4, HNF3A and TGFB pathways, and the investigation of their paradoxical dual effect. In addition, several novel biological mechanisms are proposed as potentially involved in cancer progression. The proposed exploratory methodology can be considered both alternative and complementary to classical 'bottom-up' approaches for validation of biological hypotheses. We propose that our method may be used to better characterize cancer, and may therefore impact the future design of therapies that are truly molecularly tailored to individual patients. The method, named SURCOMED, was implemented as a web-based tool, which is publicly available at http://surcomed.vital-it.ch. R scripts are also available at http://surcomed.sourceforge.net).

11.
PLoS Comput Biol ; 11(3): e1004050, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25768678

RESUMO

Angiogenesis plays a key role in tumor growth and cancer progression. TIE-2-expressing monocytes (TEM) have been reported to critically account for tumor vascularization and growth in mouse tumor experimental models, but the molecular basis of their pro-angiogenic activity are largely unknown. Moreover, differences in the pro-angiogenic activity between blood circulating and tumor infiltrated TEM in human patients has not been established to date, hindering the identification of specific targets for therapeutic intervention. In this work, we investigated these differences and the phenotypic reversal of breast tumor pro-angiogenic TEM to a weak pro-angiogenic phenotype by combining Boolean modelling and experimental approaches. Firstly, we show that in breast cancer patients the pro-angiogenic activity of TEM increased drastically from blood to tumor, suggesting that the tumor microenvironment shapes the highly pro-angiogenic phenotype of TEM. Secondly, we predicted in silico all minimal perturbations transitioning the highly pro-angiogenic phenotype of tumor TEM to the weak pro-angiogenic phenotype of blood TEM and vice versa. In silico predicted perturbations were validated experimentally using patient TEM. In addition, gene expression profiling of TEM transitioned to a weak pro-angiogenic phenotype confirmed that TEM are plastic cells and can be reverted to immunological potent monocytes. Finally, the relapse-free survival analysis showed a statistically significant difference between patients with tumors with high and low expression values for genes encoding transitioning proteins detected in silico and validated on patient TEM. In conclusion, the inferred TEM regulatory network accurately captured experimental TEM behavior and highlighted crosstalk between specific angiogenic and inflammatory signaling pathways of outstanding importance to control their pro-angiogenic activity. Results showed the successful in vitro reversion of such an activity by perturbation of in silico predicted target genes in tumor derived TEM, and indicated that targeting tumor TEM plasticity may constitute a novel valid therapeutic strategy in breast cancer.


Assuntos
Neoplasias da Mama/fisiopatologia , Modelos Biológicos , Monócitos/fisiologia , Neovascularização Patológica/fisiopatologia , Animais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Linhagem Celular , Biologia Computacional , Citocinas/metabolismo , Citocinas/fisiologia , Feminino , Humanos , Estimativa de Kaplan-Meier , Camundongos , Camundongos Transgênicos , Pessoa de Meia-Idade , Monócitos/química , Monócitos/classificação , Neoplasias Experimentais , Fenótipo , Transdução de Sinais/fisiologia
12.
PLoS One ; 7(4): e35440, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22514743

RESUMO

BACKGROUND: The majority of human cancer deaths are caused by metastasis. The metastatic dissemination is initiated by the breakdown of epithelial cell homeostasis. During this phenomenon, referred to as epithelial to mesenchymal transition (EMT), cells change their genetic and trancriptomic program leading to phenotypic and functional alterations. The challenge of understanding this dynamic process resides in unraveling regulatory networks involving master transcription factors (e.g. SNAI1/2, ZEB1/2 and TWIST1) and microRNAs. Here we investigated microRNAs regulated by SNAI1 and their potential role in the regulatory networks underlying epithelial plasticity. RESULTS: By a large-scale analysis on epithelial plasticity, we highlighted miR-203 and its molecular link with SNAI1 and the miR-200 family, key regulators of epithelial homeostasis. During SNAI1-induced EMT in MCF7 breast cancer cells, miR-203 and miR-200 family members were repressed in a timely correlated manner. Importantly, miR-203 repressed endogenous SNAI1, forming a double negative miR203/SNAI1 feedback loop. We integrated this novel miR203/SNAI1 with the known miR200/ZEB feedback loops to construct an a priori EMT core network. Dynamic simulations revealed stable epithelial and mesenchymal states, and underscored the crucial role of the miR203/SNAI1 feedback loop in state transitions underlying epithelial plasticity. CONCLUSION: By combining computational biology and experimental approaches, we propose a novel EMT core network integrating two fundamental negative feedback loops, miR203/SNAI1 and miR200/ZEB. Altogether our analysis implies that this novel EMT core network could function as a switch controlling epithelial cell plasticity during differentiation and cancer progression.


Assuntos
Transição Epitelial-Mesenquimal/fisiologia , MicroRNAs/metabolismo , Fatores de Transcrição/metabolismo , Linhagem Celular Tumoral , Movimento Celular/genética , Movimento Celular/fisiologia , Transição Epitelial-Mesenquimal/genética , Regulação Neoplásica da Expressão Gênica , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , MicroRNAs/genética , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Proteínas Repressoras/genética , Proteínas Repressoras/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Fatores de Transcrição da Família Snail , Fatores de Transcrição/genética , Proteína 1 Relacionada a Twist/genética , Proteína 1 Relacionada a Twist/metabolismo , Homeobox 2 de Ligação a E-box com Dedos de Zinco , Homeobox 1 de Ligação a E-box em Dedo de Zinco
13.
Acta andin ; 4(1): 53-64, 1995. tab
Artigo em Espanhol | LILACS | ID: lil-187072

RESUMO

Se han estudiado 6,706 escolares de ambos sexos, entre, los 6 y 18 años de edad, de las provincias de Lima (150 metros), Arequipa (2363 metros), Huancayo (3249 metros), y Puno (3872 metros). Los datos se comparan con los obtenidos por Pretto en los años 1945-46 para las mismas ciudades. El estudio socioeconómico se realizó mediante el método de graffar cuya clasificación se basa en cinco variables: ocupación, instrucción de los padres y fuente de ingreso, calidad de la vivienda y barrio donde habita la familia. La clasificación de Graffar divide a la población en cinco clases siendo la I la más elevada y la V la más baja. En el presente estudio el Grupo del Colegio Quiñonez y y el de arequipa son considerados en el nivel II mientras que el grupo del colegio Ricardo Bentín, el de Puno y Huancayo se incluyen en el nivel IV; igualmente los escolares estudiados por Pretto en 1945 y 1946 corresponden al nivel socioeconmico IV. Las tallas y pesos de los escolares del nivel socioeconómico II de Graffar de Lima (150 m) y los de arequipa (2363 m) siguen los mismo patrones pondoestaturales con respecto a las curvas del NCHS. No existe diferencia significativa en las tallas y pesos del grupo II de Graffar. Los escolares del nivel socioeconómico IV de Grafar a nivel del mar son de menor talla y peso que los del grupo II de Graffar. Las tallas de los escolares del nivel del mar están entre los percentiles 5 y 15 del NCHS en tanto que en la altura en escolares del mismo nivel socioeconómico se encuentra entre los percentiles 3 y 10. En 1945, la talla se encuentra por debajo del percentil 3. Se ha verificado el incremento secular en lima, Hunacayo y Puno, siendo el factor socioeconómico el preponderante.


Assuntos
Humanos , Masculino , Feminino , Adolescente , Altitude , Antropometria , Estatura/etnologia , Fatores Socioeconômicos
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