Abstract:
:Integration of multiple sources and data levels provides a great insight into the complex associations between human and malaria systems. In this study, a meta-analysis framework was developed based on a heterogeneous network model for integrating human-malaria protein similarities, a human protein interaction network, and a Plasmodium vivax protein interaction network. An iterative network propagation was performed on the heterogeneous network until we obtained stabilized weights. The association scores were calculated for qualifying a novel potential human-malaria protein association. This method provided a better performance compared to random experiments. After that, the stabilized network was clustered into association modules. The potential association candidates were then thoroughly analyzed by statistical enrichment analysis with protein complexes and known drug targets. The most promising target proteins were the succinate dehydrogenase protein complex in the human citrate (TCA) cycle pathway and the nicotinic acetylcholine receptor in the human central nervous system. Promising associations and potential drug targets were also provided for further studies and designs in therapeutic approaches for malaria at a systematic level. In conclusion, this method is efficient to identify new human-malaria protein associations and can be generalized to infer other types of association studies to further advance biomedical science.
journal_name
Int J Mol Scijournal_title
International journal of molecular sciencesauthors
Suratanee A,Plaimas Kdoi
10.3390/ijms21041310subject
Has Abstractpub_date
2020-02-15 00:00:00issue
4issn
1422-0067pii
ijms21041310journal_volume
21pub_type
杂志文章abstract::Nanoencapsulation of thiamine dilauryl sulfate (TDS), a vitamin B1 derivative, was proved to effectively inhibit the spore germination of Fusarium oxysporum f. sp. raphani (F. oxysporum), as well as mycelial growth. The average diameter of nanoparticles was measured as 136 nm by being encapsulated with an edible encap...
journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms14024283
更新日期:2013-02-21 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
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journal_title:International journal of molecular sciences
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms20071604
更新日期:2019-03-31 00:00:00
abstract::In the absence of lymphatics, fluid and solutes such as amyloid-β (Aβ) are eliminated from the brain along basement membranes in the walls of cerebral capillaries and arteries-the Intramural Peri-Arterial Drainage (IPAD) pathway. IPAD fails with age and insoluble Aβ is deposited as plaques in the brain and in IPAD pat...
journal_title:International journal of molecular sciences
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doi:10.3390/ijms21041225
更新日期:2020-02-12 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章,评审
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更新日期:2017-10-23 00:00:00
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journal_title:International journal of molecular sciences
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abstract::Glucokinase (GCK) is the rate-limiting enzyme of liver glucose metabolism. Through protein-protein interactions, glucokinase regulatory protein (GCKR) post-transcriptionally regulates GCK function in the liver, and causes its nuclear localization. However the role of GCK in regulating GCKR localization is unknown. In ...
journal_title:International journal of molecular sciences
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journal_title:International journal of molecular sciences
pub_type: 杂志文章,评审
doi:10.3390/ijms21030928
更新日期:2020-01-31 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms20215514
更新日期:2019-11-05 00:00:00
abstract::Compared to other mammalian species, porcine oocytes and embryos are characterized by large amounts of lipids stored mainly in the form of droplets in the cytoplasm. The amount and the morphology of lipid droplets (LD) change throughout the preimplantation development, however, relatively little is known about express...
journal_title:International journal of molecular sciences
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doi:10.3390/ijms21186488
更新日期:2020-09-05 00:00:00
abstract::The development of new therapeutic options against Clostridioides difficile (C. difficile) infection is a critical public health concern, as the causative bacterium is highly resistant to multiple classes of antibiotics. Antimicrobial host-defense peptides (HDPs) are highly effective at simultaneously modulating the i...
journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms20215289
更新日期:2019-10-24 00:00:00
abstract::Ubiquitination is a reversible post-translational modification involved in a plethora of different physiological functions. Among the substrates that are ubiquitinated, neurotrophin receptors (TrkA, TrkB, TrkC, and p75NTR) have been studied recently. TrkA is the most studied receptor in terms of its ubiquitination, an...
journal_title:International journal of molecular sciences
pub_type: 杂志文章,评审
doi:10.3390/ijms18030630
更新日期:2017-03-14 00:00:00
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journal_title:International journal of molecular sciences
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doi:10.3390/ijms21030823
更新日期:2020-01-27 00:00:00
abstract::Considering the undesirable attributes of synthetic fungicides and the availability of Ficus species in China, the stem of Ficus tikoua Bur. was investigated. One new antifungal pyranoisoflavone, 5,3',4'-trihydroxy-2″,2″-dimethylpyrano (5″,6″:7,8) isoflavone (1), together with two known isoflavones, wighteone (2) and ...
journal_title:International journal of molecular sciences
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doi:10.3390/ijms13067375
更新日期:2012-01-01 00:00:00
abstract::Brain-derived neurothrophic factor (BDNF) is a neurotrophin expressed in different tissues and cells, including neurons, endothelial cells, leukocytes, megakaryocytes and platelets. Modifications of BDNF in plasma and/or in serum are associated with neurodegenerative and psychiatric disorders, cardiovascular diseases,...
journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms18091987
更新日期:2017-09-15 00:00:00
abstract::A field experiment was conducted using a 3 × 3 orthogonal regression design to explore the growth promotion of one-year-old Yunnan pine seedlings (Pinus yunnanensis Franch.) in response to foliar application of IAA (indole-3-acetic acid) at rates of 0, 200 and 400 mg·L(-1) and IBA (indole-3-butyric acid) at rates of 0...
journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms13056507
更新日期:2012-01-01 00:00:00
abstract::Type 2 innate lymphoid cells (ILC2s) and their adaptive counterpart type 2 T helper (TH2) cells respond to interleukin-33 (IL-33) by producing IL-5, which is a crucial cytokine for eosinophil development in the bone marrow. The aim of this study was to determine if bone marrow ILC2s, TH cells, and eosinophils are loca...
journal_title:International journal of molecular sciences
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doi:10.3390/ijms21113751
更新日期:2020-05-26 00:00:00
abstract::Larix olgensis Henry is an important coniferous species found in plantation forests in northeastern China, but it is vulnerable to pathogens. Nitric oxide (NO) is an important molecule involved in plant resistance to pathogens. To study the regulatory role of NO at the transcriptional level, we characterized the trans...
journal_title:International journal of molecular sciences
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更新日期:2015-12-02 00:00:00
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journal_title:International journal of molecular sciences
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更新日期:2018-10-30 00:00:00
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journal_title:International journal of molecular sciences
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更新日期:2018-09-21 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms21134619
更新日期:2020-06-29 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
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更新日期:2020-12-17 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms19123843
更新日期:2018-12-03 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章
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更新日期:2020-08-14 00:00:00
abstract::For bone regeneration, a biocompatible thermo-gelling hydrogel, hyaluronic acid-g-chitosan-g-poly(N-isopropylacrylamide) (HA-CPN) was used as a three-dimensional organic gel matrix for entrapping rabbit adipose-derived stem cells (rASCs). Biphasic calcium phosphate (BCP) ceramic microparticles were embedded within the...
journal_title:International journal of molecular sciences
pub_type: 杂志文章
doi:10.3390/ijms19092537
更新日期:2018-08-27 00:00:00
abstract::Dysregulation of platelet function can contribute to the disease progression in sepsis. The proteasome represents a critical and vital element of cellular protein metabolism in platelets and its proteolytic activity has been associated with platelet function. However, the role of the platelet proteasome as well as its...
journal_title:International journal of molecular sciences
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doi:10.3390/ijms20235961
更新日期:2019-11-27 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章,评审
doi:10.3390/ijms21176065
更新日期:2020-08-23 00:00:00
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journal_title:International journal of molecular sciences
pub_type: 杂志文章,评审
doi:10.3390/ijms20184343
更新日期:2019-09-05 00:00:00