• Nenhum resultado encontrado

The advances of proteomics

N/A
N/A
Protected

Academic year: 2020

Share "The advances of proteomics"

Copied!
10
0
0

Texto

(1)

THE ADVANCES OF PROTEOMICS

Os avanços da proteômica

Carolina Amaral Oliveira1

Daniel Vinicius Alves Silva1

Deborah Cristina Brito Sales1

Fernanda Aparecida Cardoso Mendes1

Patrícia Oliveira Silva1

Samara Frantheisca Almeida Barbosa1

Caio Roberto Soares Bragança2

Joanilva Ribeiro Lopes1

Abstract: To analyze the importance of proteomics in the identification and characterization of individual

proteins, elucidating their associations and functions in health and disease, and the main proteomic

techniques for these applications. It is a review of bibliographical literature, in which the inclusion criteria

of the articles were: studies in the whole, in the Portuguese language, from 1999 to 2016 and that answered

a guiding question of the research. In this search 122 titles were found where 06 articles were chosen that

served as basis for the discussion besides other complementary literatures. Proteome is a relatively new

term, and the study of this science led to the establishment of two main techniques with great application

in the domains of life - two-dimensional electrophoresis and mass spectrometry. The characterization of

proteins is a process, based essentially on the techniques of two-dimensional electrophoresis and mass

spectrometry, which perform the separation and identification of proteins, respectively. We conclude that

the contribution of proteomics to the systemic understanding of biological function in its molecular context

has become an important tool in the scientific area. Thus, further research into proteomics is necessary,

since studies of protein profiles can be extended to all three domains of life - Eukarya, Bacteria and Archaea

proteomics. In the health context, in particular, this technology could provide people with differentiated,

resolute and higher quality care.

Keywords: Proteome; Proteomics; Protein analysis; Two-dimensional electrophoresis; Mass spectrometry.

________________

Corresponding author: Carolina Amaral Oliveira. E-mail: carol_oliveira13@hotmail.com.

1 Universidade Estadual de Montes Claros. 2 Instituto Superior de Educação Ibituruna.

(2)

REVISTA UNIMONTES CIENTÍFICA

Montes Claros, I Congresso Nacional de Oncologia da Associação Presente - Agosto de 2017.

222

Resumo: Analisar a importância da proteômica na identificação e caracterização de proteínas individuais,

elucidando suas associações e funções no âmbito da saúde e doença e as principais técnicas proteômicas para

essas aplicações. Trata-se de uma revisão de literatura, em que os critérios de inclusão dos artigos foram:

estudos na íntegra, no idioma português, no período 1999 a 2016 e que respondessem questão norteadora

da pesquisa. Nesta busca foram encontrados 122 títulos dos quais foram escolhidos 06 artigos, que serviram

de base para a discussão, além de outras literaturas complementares. Proteoma é um termo relativamente

novo, e o estudo desta ciência levou o estabelecimento de duas técnicas principais com grande aplicação nos

domínios da vida - a eletroforese bidimensional e a espectrometria de massa. A caracterização das proteínas

é um processo, baseado, essencialmente, nas técnicas de eletroforese bidimensional e espectrometria

de massas, que realizam a separação e a identificação das proteínas, respectivamente. Conclui-se que a

contribuição da proteômica para a compreensão sistêmica da função biológica em seu contexto molecular

tornou-se ferramenta importante na área científica. Assim, novas pesquisas voltadas para a proteômica são

necessárias, uma vez que os estudos dos perfis proteicos podem ser estendido a todos os três domínios

da vida – Eukarya, Bacteria e Archaea proteômica. No contexto da saúde, em particular, essa tecnologia

poderá proporcionar às pessoas uma assistência diferenciada, resolutiva e com maior qualidade.

Palavras-chave: Proteoma; Proteômica; Análise de proteínas; Eletroforese bidimensional; Espectrometria

de massa.

(3)

REVISTA UNIMONTES CIENTÍFICA

INTRODUCTION

In the last decades there has been a rapid

development in studies of the sequencing of genomes

of various organisms. Therefore, a large proportion

of molecular information about the biological

systems is available for public consultation.

1

This rapid and increasing availability of

genomic data has awakened great scientific interest,

however, the accumulated knowledge through

the results of DNA sequencing from different

organisms has shown that it is still necessary

further studies oriented in an attempt to understand

them in a certain physiological condition. However,

genomic sequences continue providing expertise in

areas as diverse as medicine and human evolution.

1

In fact, the genome projects involve

mapping, sequencing, the analysis and comparison

of genomes of a whole organism or any specific

region, not revealing, thus data on the expression

of their genes, the quantity and the functionality of

their products. The study of the genome does not

allow to identify which proteins are expressed in

a particular cell in a given situation. Within this

context, it is important to study on a large scale of

proteins through projects of proteomic analysis,

which will allow, in this way, to investigate whether

a gene is being expressed, the relative concentration

of this product, and finally, the modifications that

may occur in these proteins after their translation.

1-2

The term proteome was introduced in

1995 to describe the number and types of proteins

present in an organism. It is known that proteins

are responsible for controlling most of cellular

processes, which occur in great diversity, acting

as enzymes, antibodies, hormones, structural

components and cellular receptors.

3-5

Due to the

dynamic nature of the proteome subject to change

in response to the environment of the organism

or other factors, such as the development cycles,

their study represents a way to investigate possible

functions of proteins in a given time.

1

The data generated by proteomics analysis

allow to achieve different objectives, as for example,

(1) clarify the proteins involved in metabolic

pathways related to various cellular processes; (2)

identify new pharmacological targets and biological

markers related to the process of establishment

and progression of diseases; (3) identify bioactive

molecules from biological natural extracts, leading

to the development of new drugs; in addition to (4)

characterize the cellular responses to certain drugs,

diseases and environmental changes.

1

Therefore, researchers from all over the

world have worked in several lines of research

involving expression of proteins, such as the

effect of drugs, pathological conditions, cellular

differentiation, comparison of varieties of the

same species and cellular responses to external

stimuli, and they may, in this way, to easily identify

the proteins expressed or repressed, through the

achievement of two-dimensional profile of proteins

from their system.

5

Thus, instead of analyzing

separately each of the protein components of a

system, the proteomics aims to contribute to the

systemic understanding of biological function of

proteins in its complex molecular context.

Currently, there are several techniques

for the study of proteomics, as two-dimensional

electrophoresis in polyacrylamide gel

electrophoresis (2D) and mass spectrometry.

The first important approach of proteomics arose

with beginning of 2D. Its main advantage is the

ability to separate, with high resolution, a large

number of proteins present in a cellular sample

(4)

REVISTA UNIMONTES CIENTÍFICA

Montes Claros, I Congresso Nacional de Oncologia da Associação Presente - Agosto de 2017.

224

cell, in addition to the possibility of carrying out

the analysis of gene expression by comparing the

protein patterns.

1,6

More recently, proteins were

identified by mass spectrometry, usually after the

preliminary digestion, to generate a characteristic

set of peptides. Thus, all the information generated

may be sufficient to identify completely the protein.

7

Before this awaking of post-genomics era,

there appeared the following question: what is

the importance of new technologies generated by

proteomics in the health area?

Therefore, the objective of this study was

to analyze the importance of proteomics in the

identification and characterization of proteins,

explaining their associations and functions in the

context of health and disease.

It is about a literature review. The

bibliographic survey was carried out in the access

network of the Virtual Library of Health (VHL),

in electronic journals (Biotechnology Science

and Development; Reviewed Encyclopedia

Biosphere; Health & Environment Review; Journal

of Intensive Care Unit). Articles were selected

using as descriptors: proteome, proteomics,

post-genomics, two-dimensional electrophoresis, mass

spectrometry.

The inclusion criteria of the articles were:

full articles, in Portuguese Language, in the period

from 1999 to 2016 and which answered to the main

question of the research. The following articles were

excluded: those found in more than one source of

information or duplicated, those not directly related

to the theme and, finally, the dealing of the subject,

but did not comply with the needs of the authors.

In this search 11 titles of BVS were found

together with the journals aforementioned. For the

initial selection of articles, reading was performed

of all titles and summaries found, considering the

pre-established inclusion and exclusion criteria,

from this step 06 articles were pre-selected as a

basis for discussion and other complementary

literatures.

Thereinafter, it was followed to step of

treatment of results and interpretation, highlighting

the relevant information that emerged from the

categories, making interference and interpretations

based on the theoretical material which this process

was based on.

LITERATURE REVIEW

Table 1 shows the selected articles on the

topic of revision according to title, authors, results,

conclusions and recommendations in the period

from 1999 to 2016.

As for the objective of publications, the

authors sought, in their majority, to talk about

the importance of specific study of proteins, i.e.,

investigate or clarify their possible roles in the

metabolic processes of living systems for a better

understanding of the functioning of a cell or tissue

at the molecular level.

Article

Title

Authors

Results

Conclusion

1. Proteomics - a functional approach to the study of the genome. SILVA, A.M.S

et al.1 The genomic sequencing and the consequent knowledge of the full sequence of all genes are important contributions to the study of better living organisms. However, such information is not enough to know which proteins are being expressed by the cell, at a given moment, in a given condition. Due to the dynamic nature of the genome, their study represents a way to search possible functions of proteins and a way to investigate metabolic processes in living systems to better understand the functioning of a cell or tissue at the molecular level.

The growing generation of genomic data and technological progress in the study of proteins made the proteomic analysis, became a powerful tool for studies on physiology and genetics of various living organisms, including plants. In the medical area several proteomic studies were performed in the characterization of cancer, Alzheimer’s disease, infectious and cardiac diseases, differentiation of infectious agents, non-pathogenic pathogenic strains that can assist in the development of diagnostic methods and therapeutic agents.

(5)

Article

Title

Authors

Results

Conclusion

2. Proteomes Analysis

SILVA, A.M.S

et al.1 In the proteomes projects, one of the primary goals is to separate and visualize the maximum possible proteins from one source, allowing them to be catalogued computationally and studied by analytical techniques. Currently the two-dimensional electrophoresis in polyacrylamide gel electrophoresis is the most efficient method of simultaneous separation of hundreds or thousands of proteins. It can be said that the two-dimensional electrophoresis is the core of proteomes analysis.

It can be concluded that it is of great importance the existence of available maps of Proteomes, because they allow researchers from all over the world, working in various matters involving expression of proteins, such as the effect of drugs, pathological conditions, cellular differentiation, comparison of varieties of the same species and cellular responses to external stimuli, can more easily identify the expressed or repressed proteins , needing to do this just to get the profile of bi-dimensional proteins from its system under the same conditions of maps of Reference available.

3. Proteomes: recent advances in techniques of bi-dimensional CIERO, L. D; BELLATO, C. D. M.8

Proteomics can be seen as a methodology for selection of molecular biology, which has as its objective to document the general distribution of proteins of the cell, identify and characterize individual proteins of interest and especially to elucidate their associations and functions. There are several techniques, but the one that has greater relevance is the 2DE, is a method of efficient separation, because all proteins in a sample are separated simultaneously, providing useful information about IP, molecular, expression and relative abundance and post-translational modification by change of the electrophoretic mobility.

The proteomes came to revolutionize the study of Genome, once it uses tools to identify the proteins expressed in specific situations at a given moment in that environment. Proteomics is dynamic and allows to perform comparative studies. The technological innovations in the detection, analysis and quantification of proteins has accelerated rapidly the development of proteomics in the past 4 years.

4. Proteomics: New frontiers at the clinical research. RIVEROS. A.C.G. et al.9

The perspective offered by proteomics has been used in research on different areas of medicine, including e biomedicine. These surveys could be classified in different ways: depending on the type of sample used, the disease or the type of diseases that they address, technique or techniques used, the use or application.

Studies have shown that the number of proteins identified in each proteome varies significantly, which is probably a reflection of the existence of differences in the level of expression of the different proteins in each cellular line. Human tumor cell line may constitute an important model for the study of cancer.

The proteomics aims to compare, at the molecular level, the cellular protein level cellular in normal and pathological situations. The study of mass spectrometry of proteins separated by bi-dimensional gel is leading to a rebirth in biochemical approaches about the function, protein. Major advances in clinical research have been developing using these proteomic tools, which will be the key to new discoveries of drugs and treatments of diseases.

5. Bi-dimensional electrophoresis and mass spectrometry as proteomic tools applies to the definition of protein markers associated to the reproductive efficiency of goats. JUNIOR, R. Q. B, et al.18

The fact of the seminal plasma play an important role in the maturation of sperm makes it a biological material of common use in many works of proteomics, aiming to determine protein profile, i.e., characterize and identify proteins such as, for example: the proteins of the sperm (Binderspermproteins-BSPs), matrix metalloproteinases (MMPs); proteins with affinity to heparin (HAPs); spermadhesins ; phospholipase A2 and lactoferrin.

The use of analytical techniques for proteomics, as the two-dimensional electrophoresis (2DE) and mass spectrometry, applied to the identification of proteins related to the reproductive capacity of the goats herd, contributes to the growth and development of the reproduction and improvement of zoo technical potential within the herd. The achievement of results like these helps in the growth and development of the reproductive stage because it will enable a greater understanding and identification of differences of potential fertility of animals.

(6)

The advances of proteomics.

OLIVEIRA, C. A.; SILVA, D. V. A.; SALES, D. C. B.; MENDES, F. A. C.; SILVA, P. O.; BARBOSA, S. F. A.; BRAGANÇA, C. R. S.; LOPES, J. R. ISSN 2236-5257

226

REVISTA UNIMONTES CIENTÍFICA

Article

Title

Authors

Results

Conclusion

6. Proteomics: methodologies and applications in the study of human diseases. BARBOSA,

E. B., et al.19 Some techniques used in proteomics are focused on the identification of biomarkers, but are limited in medical applications. Others allow diagnoses and the analysis of many types of samples and changes in protein expression associated with a disease. In general, the methodologies employed may be classified into the types bottom-up(separation by high-performance liquid chromatography of peptides obtained after tryptic digestion of protein complex solutions, followed by Analysis by mass spectrometry - MS)or top-down(intact proteins subjected to analysis by MS).

There are many challenges that affect the proteomic analysis of the patient and the environment: patient characteristics and the environment, the processing of the material, proteolytic degradation and clinical analysis. However, the results of proteomics are useful in many areas of clinical research, such as diagnosis, monitoring of response to therapy, quantification of biomarkers, generation of therapeutic targets, among others. Important biological issues have been answered by proteomics and candidate biomarker were discovered. However, few of these markers have exceeded the identification phase, because of its successful application in clinical practice depends on susceptible platforms, development of panels of proteins and collaborative studies.

Continuação da table 1.

The proteomics came to transform the

Genome studies, once that its tools are used to

identify the proteins expressed in specific situations

at a given moment in that environment.

5

It is

seen as a methodology for selection of molecular

biology, which has as its objective to document the

general distribution of the cell proteins, identify

and characterize individual proteins of interest

and especially their functions. The technological

innovations in the detection, analysis and

quantification of proteins has accelerated rapidly

the development of proteomics in the last years.

8

The proteomic projects have as main

objective the study on a large scale, or in genomic

scale, structure, function and regulation of

proteins of an organism, thus allowing that they

are catalogued computationally and studied by

analytical techniques. The perspective offered by

proteomics has been used in research on different

areas of health, being based on the type of sample

used as the research can be highlighted with cell

lineages, with tissues and proteomics of fluids.

5,9

The study of proteome comprises

the establishment of some techniques, the

most commonly used is the two-dimensional

electrophoresis (2-DE) in conjunction with the

mass spectrometry (MS). The first is based on the

separation and detection of proteins, while EM is

applied in its identification.

10

The 2-DE was introduced in the 1970s and

the steps that make it consist of: Sample preparation;

separation by isoelectric point; separation by size;

detection; analysis of gels images; selection of

proteins of interest; cut of sections of the gel with

selected proteins; digestion of proteins with a

specific protease; analysis of mixtures of peptides

by mass spectrometry; and identification by

comparison of´proteins databases.

11

On the other hand, mass spectrometry is a

mechanism for accurate determination of molar

weights, which allows to obtain information that

allows for the resolution of various issues related

to the chemical structure of proteins, such as:

checking the correctness of a sequence of amino

acids, determination of the fidelity and consistency

of recombinant proteins, detection of genetic

diseases, among many others.

12

(7)

technique of proteomics provides, in addition to the

molecular, structural characterization of proteins,

the sequencing of peptides and post-translational

modifications. EM stands out especially in

qualitative analyzes, such as the identification

of compounds in mixtures and structural

characterization of unknown compounds.

13-14

In a study done in animals with the

techniques of two-dimensional electrophoresis and

mass spectrometry, proteins were found similar to

those of connection to sperm, upon evaluating the

protein profile of seminal plasma of sheep.

15

The

results found when examining the seminal plasma

of dogs, suggested that the increased activation of

pro-MMP-2 can benefit the viability and motility

of sperms.

16

In one study, it was observed that the

pattern of HAPs, proteins with affinity to heparin,

has relation with the season of the year. In fact, all

these findings allowed a better understanding about

the role played by these proteins.

17

In addition,

they showed once more the importance of these

techniques in different areas of study

18

.

Although the 2D is able to generate a lot of

information, some limitations can also be observed

when very acidic proteins (pH lower than 3.5) or

basic (pH higher than 9), proteins of low abundance

and hydrophobic protein, which are usually found

in bio membranes, are subjected to analysis.

8

In addition, the proteome can be considered

dynamic due to the physiological status and the

stages of cellular differentiation that the organism

is. It is estimated that more than a million different

kinds of proteins are present in the cells, tissues and

body fluids under distinct conditions and/or times.

19

Despite of these challenges, there are no

doubts that the results of the proteomic approaches

are potentially useful in many areas of clinical

research, among them, diagnosis, monitoring of

response to therapy, prediction of clinical outcome,

classification of subtypes of diseases, determination

of risks, characterization of the metabolic pathways,

quantification of biomarkers and generation of

therapeutic targets.

19

The growing generation of genomic data and

the technological advancement in specific knowledge

about the structure and function of proteins, meant

that the proteomic analysis has become a powerful

tool for studies on the physiology and genetics

of various living organisms

1

. Due to being a new

study, these techniques and methodologies are still

being refined to obtain relevant information about

the normal and abnormal processes that occur in the

human body

8,19

.

The perspective offered by proteomics

has been used in research on different areas of

medicine, including biomedicine. In the medical

field, several proteomic studies were performed

in the characterization of cancer, neurological

diseases such as Alzheimer’s disease, infectious

diseases and heart diseases. Other studies show

the characterization of infectious agents such

as Mycobacterium tuberculosis (TB), including

comparing the proteome of pathogenic and

non-pathogenic strains of microorganisms, which may

assist in the development of diagnostic methods

and therapeutic agents.

1,8

These surveys about proteomics, could be

classified in different ways: depending on the type

of sample used, the disease or the type of diseases

that they address, technique or techniques used, the

use or application,etc.

8-9

WHEN

When it comes to studies comprising

cellular lineages, the proteomics has determined

the profiles of proteins expression in different types

of these lineages which in the future will be used

as the basis for comparative experiments. Studies

have shown that the number of proteins identified

in each proteome varies significantly, which is

hypothetically a reflection of the existence of

differences in the level of expression of the different

(8)

The advances of proteomics.

OLIVEIRA, C. A.; SILVA, D. V. A.; SALES, D. C. B.; MENDES, F. A. C.; SILVA, P. O.; BARBOSA, S. F. A.; BRAGANÇA, C. R. S.; LOPES, J. R. ISSN 2236-5257

228

REVISTA UNIMONTES CIENTÍFICA

proteins in each cellular lineage.

The analysis of tumor cell lineages, for

example, constitute an important form of study on

cancer. Therefore, researches have been developed

by comparing the proteomes of human tumor

lineages, which can assess the malignant potential of

a tumor, besides its chemiosensitivity. This analysis

has become very important for an early detection,

classification and choice of prognosis of tumors,

contributing to new modalities of treatment.

9

In addition to the research in cell lineages,

the proteomics has currently invested time in

the analysis of tissues and fluids for the study of

physiological situations (during development, in

different metabolic stages, forward the various

environmental responses) or pathological (cancer,

autoimmunity, infection), being similar to studies

with cell lines.

9

However, it is debatable the difficulty of

the examination of affected tissues, since in the

majority of diseases in humans, they are not easy

to access and are unlikely to be used for analysis.

Thus, there is cellular heterogeneity, which can lead

to inaccurate results if a detailed histopathologic

evaluation is not performed. In order to overcome

this difficulty, there is a laser microdissection,

however it is characterized by the generation of a

small number of cells and introduction of an extra

step in the processing of the sample.

19

In fact, the inaccessibility of tissue samples

is a problem, because the information obtained

through these, can be decisive and, sometimes,

it is the best choice for a possible treatment of a

disease.9

The proteomics of fluids presents a greater

ease of obtaining and processing of samples. A

type of sample used by means of this technique is

through the proteomic analysis of cerebrospinal

fluid. This has been used recently in the study

of etiopathogenic basis and in the identification

of biomarkers for neurological diseases, such

as neuropsychiatric disorders, brain tumors and

painful syndromes of the lumbar spine.

9

In addition to the cerebrospinal fluid, the

parameters of saliva flow and composition have

been exploited in the monitoring of hormone levels

and drugs, exposure to environmental pollutants

and infectious, and monitoring of diseases,

including periodontal disease, diabetes mellitus,

cystic fibrosis, Sjogren’s syndrome , Diseases of

the salivary gland and breast cancer, ovarian cancer

and oral cancer.

19

It highlights also the use of plasm and

serum to provide information about pathological

and physiological processes, however, by

comparing known markers with proteins identified

by proteomic approaches, they observed plasmatic

concentrations with different orders of magnitude

so that it restricts the analysis.

19

In Brazil, despite of the own concept of

genomics be little unexplored by the scientific

community and funding agencies, proteomic

projects began to be performed in the Laboratory of

biochemistry and chemistry of Proteins/Brazilian

Center of Services and Research in Proteins (CBSP/

LBQP) at the University of Brasilia (UnB). CBSP/

LBQP has been dedicated in recent years to identify

proteins through analysis of amino acids, automatic

sequencing and mass spectrometry, having acquired

the necessary know-how for the work in cellular

proteomes.

5

One of the projects of LBQP/CBSP is through

the analysis of genomics of human leukocytes

after trauma, in collaboration with Doctor Belchor

Fontes, of Hospital das Clínicas-São Paulo city.

After the trauma, even in not very serious cases ,

(9)

some patients develop multiple organ failure, and

they may even die. Thus, leukocytes of patients

with and without multiple organ failure after trauma

can be compared at the level of proteomes, with the

aim of identifying molecular markers associated

with this condition.

The proteins, in a general way, control the

life and health of a body, therefore, the objective

of this research was to understand how proteins

operate in a biological system in order to understand

how to regulate the mechanisms of disease to a

further treatment. It was still not possible to achieve

maximum effect of proteomic approaches in

biomedical research, in part, because of the lack of

resources and information among the researchers

on the technological advancess.

9

The analysis of proteomes has many other

applications beyond those cited, in this literature

review, and the demand for work in this field

will certainly grow exponentially in the coming

years. The care of this demand will depend on the

continuous support to research groups in the study

of human proteome, thus increasing the scale of

measurement of large groups of proteins, allowing

for a better and integrated overview of pathological

and physiological processes, by means of analyzes

of protein profiles.

FINAL CONSIDERATIONS

The proteomics is a modern field of

studies that has contributed, significantly to the

understanding of systemic biological functions in its

molecular context. Due to being a dynamic process,

with vast complexity and diversity of information,

it becomes a necessary and revolutionary tool in the

scientific area. In the context of health, it has already

led to the generation of new methods of diagnosis,

monitoring of response to therapy, classification

of subtypes of diseases, determination of risks,

quantification of biomarkers and generation of

therapeutic targets.

The improvement of techniques for

two-dimensional electrophoresis and mass spectrometry

are paramount to the continued advancement in the

study of proteome, still lacking in studies. New

bodies of research, with a focus not only on the

clinical area, but throughout the field of proteomics

need to be stimulated, allowing the discovery of

information and the growth and development of

various sectors, since the studies of protein profiles

can be extended to all three domains of life -

Eukarya, Bacteria and Archaeaproteomics. In the

health context, specifically, this technology shall

provide the people with a specialized, resolute,

support and with better quality.

This is a non-sponsored study. There are no

conflict of interests.

REFERENCES

1. WENTAO, Y. et al., Genomic and proteomic

characterization of SE-I, a temperate bacteriophage

infecting Erysipelothrix rhusiopathiae.Archives of

Virology,Vienna, v.161,11.ed,p.3137-3150, 2016.

2. LORENZO, E. et al., A proteomics study of

colostrum and milk from the two major small

ruminant dairy breeds from the Canary Islands: a

bovine milk comparison perspective. Journal of

Dairy Research, Cambridge Core, Cambridge,

v.83, p. 366-374, 2016.

3. ZHAN-JUN, M. et al., Proteomic analysis of

apoptosis induction by lariciresinol in human

HepG2 cells. Elsevier, Ireland, p. 209-219, 2016.

(10)

The advances of proteomics.

OLIVEIRA, C. A.; SILVA, D. V. A.; SALES, D. C. B.; MENDES, F. A. C.; SILVA, P. O.; BARBOSA, S. F. A.; BRAGANÇA, C. R. S.; LOPES, J. R. ISSN 2236-5257

230

REVISTA UNIMONTES CIENTÍFICA

4. FENGMING, Z. et al.,Exploration of Serum

Proteomic Profiling and Diagnostic Model That

Differentiate Crohn’s Disease and Intestinal

Tuberculosis. Research article, Califórnia, 2016.

5. DE SOUSA, M. V.; FONTES, W.; RICART, C.

A. O. Análise de protêomas: O despertar da era

pós-genômica. Revista Biotecnologia Ciência e

Desenvolvimento, v.2, n.7, p.12-14, 1999.

6. QUALTIERI, A. et al. A. Two-dimensional

electrophoresis of peripheral nerve proteins:

optimized sample preparation. Journal of

Neuroscience Methods, v. 159, p. 125-133, 2007.

7. MADIGAN, M.T.; MARTINKO, J.M.; PARKER,

J. Microbiologia de Brock.14.ed. 2016.

8. CIERO, L. D.; BELLATO, C. D. M. Proteôma:

avanços recentes em técnicas de eletroforese

bidimensional e espectrometria de massa. Revista

Biotecnologia Ciência e Desenvolvimento, v.5,

n.29, p.158-164, 2002.

9. RIVEROS, A. C. G.; et al. Proteômica: novas

fronteiras na pesquisa clínica. Enciclopédia

Biosfera - Centro Científico Conhecer. Goiâna, v.6,

n.11, p.01-24, 2010.

10. WITTMANN-LIEBOLDET, B; GRAACK, H.

R; POHL, T. Two-dimensional gel electrophoresis

as tool for proteomics studies in combination

with protein identification by mass spectrometry.

Proteomics, v.6 n.17, p.4688-4703, 2006.

11. VISPO, N. S. Combinatoria Molecular. Elfos

Scientiae. La Habana 10600, Cuba. p.405, 2004.

12. CUNHA, R. B.; CASTRO, M. D. S.; FONTES,

W. O papel-chave da espectrometria de massa na

era pós-genômica, Revista Biotecnologia Ciência e

Desenvolvimento, v.9, n.36, p.40-46, 2006.

13. COLLINS, C. H; BRAGA, G. L; BONATO,

P. S. Fundamentos de cromatografia. Revista

Brasileira de Ciências Farmacêuticas. São Paulo.

v.42 n.2, 2006.

14. SOUZA, L. M. Aplicações da espectrometria de

massas e da cromatografia líquida na caracterização

estrutural de biomoléculas de baixa massa

molecular. Dissertação (Mestrado em Bioquímica e

Ciências Biológicas) - Programa de Pós-Graduação

em Bioquímica da UFPR, Curitiba, 2008.

15. JOBIM, M. I. M. et al. BSP A1/A2-like proteins

in ram seminal plasma. Theriogenology, v.63,

n.7,p.2053-2062, 2005.

16. SAENGSOI, W. et al. Detection of matrix

metalloproteinase (MMP)-2 and MMP-9 in canine

seminal plasma. Animal Reproduction Science,

v.127, n.1,p.114-119, 2011.

17. LA FALCI, V. S. N. et al. Seasonal variation

of goat seminal plasma proteins. Theriogenology,

v.57, n.3, p.1035-1048, 2002.

18. JUNIOR, R. Q. B, et al. Eletroforese

bidimensional e espectrometria de massa como

ferramentas proteômicas aplicadas à definição

de marcadores protéicos associados à eficiência

reprodutiva de caprinos. Acta Veterinaria Brasilica,

v.7, n.2, p.100-112, 2013.

19. BARBOSA, E. B. et al. Proteômica:

metodologias e aplicações no estudo de doenças

humanas. Revista da Associação Médica Brasileira,

São Paulo, v.58, n.3, p.366-375, 2012.

Referências

Documentos relacionados

Ousasse apontar algumas hipóteses para a solução desse problema público a partir do exposto dos autores usados como base para fundamentação teórica, da análise dos dados

(2009) found PIC of 0.628 evaluating genetic diversity of tomato with microsatellite markers, with a range of 0.210 to 0.880 — very similar values to those obtained in the

Desta forma, diante da importância do tema para a saúde pública, delineou-se como objetivos do es- tudo identificar, entre pessoas com hipertensão arterial, os

A partir do Gráfico 1 nota-se a evolução do número de notificações de casos de doença de Chagas aguda entre os anos de 2007 e 2017, sendo que os anos em que ocorreram mais

Este artigo discute o filme Voar é com os pássaros (1971) do diretor norte-americano Robert Altman fazendo uma reflexão sobre as confluências entre as inovações da geração de

This log must identify the roles of any sub-investigator and the person(s) who will be delegated other study- related tasks; such as CRF/EDC entry. Any changes to

Para determinar o teor em água, a fonte emite neutrões, quer a partir da superfície do terreno (“transmissão indireta”), quer a partir do interior do mesmo

In a retrospective study of pneumonia cases in horses with interstitial fibrosis diagnosed in the LRD/UFPel, two animals had macroscopic and histological lesions similar to those