Kinds Of Pathways Research Articles

Identification of lncRNAs involved in wheat tillering development in two pairs of near-isogenic lines.

Emerging evidence demonstrates that lncRNAs participate in various developmental processes in plants via post-transcription regulation. However, few lncRNAs have been identified as regulators of tiller development in wheat (Triticum aestivum L.). In this study, high-throughput ribosomal depleted RNA sequencing was performed on the tillering nodes of two pairs of near-isogenic lines that differed only in the tillering trait. We identified 5399 lncRNA transcripts using bioinformational analyses. KEGG pathway analysis revealed 74 common differentially expressed lncRNAs substantially enriched in photosynthesis-related, phenylpropanoid biosynthesis, phosphatidylinositol signaling, brassinosteroid biosynthesis, zeatin biosynthesis, and carotenoid biosynthesis pathways. Detailed functional annotations of target genes were used to identify 27 tillering-associated lncRNAs. Among these, 10 were in photosynthesis-related pathways; 15 were in secondary metabolite pathways; and 8 were in plant hormone pathways, with 6 enriched in two kinds of pathways. These findings contribute to identifying tillering-associated lncRNAs in wheat and enable further investigation into the functions and roles of key candidate lncRNAs, and more experimental evidence was also needed if breeders wanted to utilize these candidate lncRNAs in wheat crop yield improvement in the future.

Computational study on mechanisms and pathways of the atmospheric NH2 + IO reaction

ABSTRACTThe potential-energy surfaces of the amino radical (NH2) with IO reaction have been studied at the CCSD(T)/cc-pVTZ//MP2/6-311++G(d,p) level. Two kinds of pathways are revealed, namely H-abstraction and addition/elimination. Rice–Ramsperger–Kassel–Marcus theory and transition state theory are employed to calculate the overall and individual rate constants over a wide range of temperatures and pressures. It is predicted that, at atmospheric pressure with N2 as bath gas, the formation of P1 (HI + HNO) is the dominant pathways at 200–700 K, while the direct H-abstraction leading to P3 (3NH + HOI) takes over the reaction at a temperature above 700 K. At the high-pressure limit, IM1 [IONH2] formed by collisional stabilisation is dominant at 200–700 K; the direct H-abstraction resulting in P3 (3NH + HOI) plays an important role at higher temperatures. However, the total rate constants are independence on the pressure; however, the individual rate constants are sensitive to pressure. The atmospheric lifetime of NH2 in IO is around one week. TD-DFT computations imply that IM1 [IONH2], IM1A [IONH2′], IM2 [IN(H2)O], IM3 [OINH2], IM4 [HOINH], tra-IM5 [tra-HON(H)I] and cis-IM5 [cis-HON(H)I] will photolyze under the sunlight.

The mechanism for enhanced oxidation degradation of dioxin-like PCBs (PCB-77) in the atmosphere by the solvation effect

The reaction pathways of PCB-77 in the atmosphere with ·OH, O2, NOx, and 1O2 were inferred based on density functional theory calculations with the 6-31G* basis set. The structures the reactants, transition states, intermediates, and products were optimized. The energy barriers and reaction heats were obtained to determine the energetically favorable reaction pathways. To study the solvation effect, the energy barriers and reaction rates for PCB-77 with different polar and nonpolar solvents (cyclohexane, benzene, carbon tetrachloride, chloroform, acetone, dichloromethane, ethanol, methanol, acetonitrile, dimethylsulfoxide, and water) were calculated. The results showed that ·OH preferentially added to the C5 atom of PCB-77, which has no Cl atom substituent, to generate the intermediate IM5. This intermediate subsequently reacted with O2 via pathway A to generate IM5a, with an energy barrier of 7.27 kcal/mol and total reaction rate of 8.45 × 10−8 cm3/molecule s. Pathway B involved direct dehydrogenation of IM5 to produce the OH-PCBs intermediate IM5b, with an energy barrier of 28.49 kcal/mol and total reaction rate of 1.15 × 10−5 cm3/molecule s. The most likely degradation pathway of PCB-77 in the atmosphere is pathway A to produce IM5a. The solvation effect results showed that cyclohexane, carbon tetrachloride, and benzene could reduce the reaction energy barrier of pathway A. Among these solvents, the solvation effect of benzene was the largest, and could reduce the total reaction energy barrier by 25%. Cyclohexane, carbon tetrachloride, benzene, dichloromethane, acetone, and ethanol could increase the total reaction rate of pathway A. The increase in the reaction rate of pathway A with benzene was 8%. The effect of solvents on oxidative degradation of PCB-77 in the atmosphere is important.Graphical abstractThe reaction pathways of PCB-77 in the atmosphere with •OH, O2, NOx, and 1O2 were inferred based on density functional theory calculations with the 6-31G* basis set. Different polar and nonpolar solvents: cyclohexane, benzene, carbon tetrachloride, chloroform, acetone, dichloromethane, ethanol, methanol, acetonitrile, dimethylsulfoxide, and water were selected to study the solvation effect on the favorable reaction pathways. The investigated results showed what kind of pathway was most likely to occur and the solvent effect on the reaction pathway

A Web Tool for Generating High Quality Machine-readable Biological Pathways.

PathWhiz is a web server built to facilitate the creation of colorful, interactive, visually pleasing pathway diagrams that are rich in biological information. The pathways generated by this online application are machine-readable and fully compatible with essentially all web-browsers and computer operating systems. It uses a specially developed, web-enabled pathway drawing interface that permits the selection and placement of different combinations of pre-drawn biological or biochemical entities to depict reactions, interactions, transport processes and binding events. This palette of entities consists of chemical compounds, proteins, nucleic acids, cellular membranes, subcellular structures, tissues, and organs. All of the visual elements in it can be interactively adjusted and customized. Furthermore, because this tool is a web server, all pathways and pathway elements are publicly accessible. This kind of pathway "crowd sourcing" means that PathWhiz already contains a large and rapidly growing collection of previously drawn pathways and pathway elements. Here we describe a protocol for the quick and easy creation of new pathways and the alteration of existing pathways. To further facilitate pathway editing and creation, the tool contains replication and propagation functions. The replication function allows existing pathways to be used as templates to create or edit new pathways. The propagation function allows one to take an existing pathway and automatically propagate it across different species. Pathways created with this tool can be "re-styled" into different formats (KEGG-like or text-book like), colored with different backgrounds, exported to BioPAX, SBGN-ML, SBML, or PWML data exchange formats, and downloaded as PNG or SVG images. The pathways can easily be incorporated into online databases, integrated into presentations, posters or publications, or used exclusively for online visualization and exploration. This protocol has been successfully applied to generate over 2,000 pathway diagrams, which are now found in many online databases including HMDB, DrugBank, SMPDB, and ECMDB.

A Web Tool for Generating High Quality Machine-readable Biological Pathways

PathWhiz is a web server built to facilitate the creation of colorful, interactive, visually pleasing pathway diagrams that are rich in biological information. The pathways generated by this online application are machine-readable and fully compatible with essentially all web-browsers and computer operating systems. It uses a specially developed, web-enabled pathway drawing interface that permits the selection and placement of different combinations of pre-drawn biological or biochemical entities to depict reactions, interactions, transport processes and binding events. This palette of entities consists of chemical compounds, proteins, nucleic acids, cellular membranes, subcellular structures, tissues, and organs. All of the visual elements in it can be interactively adjusted and customized. Furthermore, because this tool is a web server, all pathways and pathway elements are publicly accessible. This kind of pathway "crowd sourcing" means that PathWhiz already contains a large and rapidly growing collection of previously drawn pathways and pathway elements. Here we describe a protocol for the quick and easy creation of new pathways and the alteration of existing pathways. To further facilitate pathway editing and creation, the tool contains replication and propagation functions. The replication function allows existing pathways to be used as templates to create or edit new pathways. The propagation function allows one to take an existing pathway and automatically propagate it across different species. Pathways created with this tool can be "re-styled" into different formats (KEGG-like or text-book like), colored with different backgrounds, exported to BioPAX, SBGN-ML, SBML, or PWML data exchange formats, and downloaded as PNG or SVG images. The pathways can easily be incorporated into online databases, integrated into presentations, posters or publications, or used exclusively for online visualization and exploration. This protocol has been successfully applied to generate over 2,000 pathway diagrams, which are now found in many online databases including HMDB, DrugBank, SMPDB, and ECMDB.

Is Education the Pathway to Success? A Comparison of Second Generation Turkish Professionals in Sweden, France, Germany and The Netherlands

AbstractEducation is often seen as the most important mobility channel for children of immigrants. To what extent is this true? In this article, we look at successful second generation Turkish professionals in Sweden, France, Germany and The Netherlands. What kind of pathways did they take to become a professional? Based on the large quantitative international TIES survey, I reconstruct the pathways to a professional position in the four countries. We see how the open, comprehensive school systems in Sweden and France provide the main paths to a professional job. In Germany, however, it is the apprenticeship system. The Netherlands is a case in between. I describe how different educational institutional arrangements and the different ways the transition to the labour market is organised in the four countries also result in different routes to a professional career. I use new qualitative material from the ELITES project that was gathered in the four countries to illustrate the pathways to success in greater depth.

Thermal, electrical and rheological behavior of high-density polyethylene/graphite composites

Thermally conductive high-density polyethylene (HDPE) composites with high loadings of flake graphite (FG) and expandable graphite (EG) were prepared by melt-blending process. Thermal conductivity of the composites was measured by hot disk method, and a very high value of 13.41 W/mK was obtained for HDPE/EG composite with 60 wt% EG, which is 28.3 times and 60.4 % higher than the values obtained for the HDPE and an HDPE/FG system with 60 wt% FG, respectively. Two-point method was applied to evaluate the electrical conductivity of the composites with various graphite loadings, and thermal percolation was observed in the vicinity of the electrical percolation threshold concentration. Dynamic rheology analysis was employed to define the geometrical changes caused by the interconnection of the inorganic fillers. The results showed that the in situ exfoliation of EG during the blending process could form more effective conductive pathways than those of FG-filled composites at the same graphite loadings. Such kind of pathways was responsible for the substantial improvement of the overall thermal and electrical conductivity of HDPE/EG composites. The results of dynamic rheology also confirmed that the thermally conductive networks were primarily formed at approximately 20 and 40 wt% of graphite concentrations for HDPE/EG and HDPE/FG composites, respectively.

Proteomic Analysis Reveals Resistance Mechanism Against Chlorpyrifos inFrankliniella occidentalis(Thysanoptera: Thripidae)

The western flower thrips is an economically important worldwide pest of many crops, and chlorpyrifos has been used to control western flower thrips for many years. To develop a better resistance-management strategy, a chlorpyrifos-resistant strain of western flower thrips (WFT-chl) was selected in the laboratory. More than 39-fold resistance was achieved after selected by chlorpyrifos for 19 generations in comparison with the susceptible strain (WFT-S). Proteome of western flower thrips (WFT-S and WFT-chl) was investigated using a quantitative proteomics approach with isobaric tag for relative and absolute quantification technique and liquid chromatography-tandem mass spectrometry technologies. According to the functional analysis, 773 proteins identified were grouped into 10 categories of molecular functions and 706 proteins were presented in 213 kinds of pathways. Comparing the proteome of WFT-chl with that of WFT-S, a total of eight proteins were found up-regulated and three down-regulated. The results from functional annotation and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses indicated that the differentially expressed protein functions in binding, catalyzing, transporting, and enzyme regulation were most important in resistance development. A list of proteins functioning in biological processes of metabolism, biological regulation, and response to stimulus was found in WFT-chl, suggesting that they are possibly the major components of the resistance mechanism to chlorpyrifos in western flower thrips. Notably, several novel potential resistance-related proteins were identified such as ribosomal protein, Vg (vitellogenin), and MACT (muscle actin), which can be used to improve our understanding of the resistance mechanisms in western flower thrips. This study provided the first comprehensive view of the complicated resistance mechanism employed by WFT-S and WFT-chl through the isobaric tag for relative and absolute quantification coupled with liquid chromatography-tandem mass spectrometry technologies.

Online metrics show who’s saying what about scientists’ research

Journal websites are now highlighting their articles’ likes, shares, and tweets, but information scientists still aren’t sure what the numbers really mean.

Formation of MgCu<sub>2</sub> from MgH<sub>2</sub> and Cu in Pressurized Hydrogen Atmosphere

We have been proposing that there are competitive two kinds of pathways in the hydrogenation of Mg/Cu super-laminate composites. The one is that Mg reacts with Cu to form Mg2Cu and then Mg2Cu is hydrogenated to form MgH2 and MgCu2. The other is that Mg is hydrogenated and then MgH2 and Cu reacts to form MgCu2 together with H2 gas, according to a hypothesis that the reaction of MgH2 + 2Cu1⁄4MgCu2 + H2 occurs. In the present study, the reaction conditions such as pressure and temperature were investigated in order to confirm that the hypothesis is true. Well-mixed MgH2 and Cu powder was compressed to a pellet at 1.73GPa and then heated at various hydrogen pressures and temperatures. Following results were obtained from the experiments at 673K. The above-mentioned alloying accompanied by H2 emission occurs at pressures higher than 6.6MPa of H2 pressure, which is higher than lower limit for the hydrogenation of Mg2Cu. On the other hand, Mg2Cu is formed at 3.3MPa which is lower than the limit. The reaction of MgH2 with Cu also occurs at 573K in 3.3MPa H2. But it requires very long time such as 691.2 ks, although the existence of MgCu2 is confirmed in 86.1 ks of heating time in the case of Mg/Cu super-laminate composites. [doi:10.2320/matertrans.M2014426]

Theoretical Study on the Gas Phase Reaction of Allyl Alcohol with Hydroxyl Radical

The complex potential energy surface of allyl alcohol (CH2CHCH2OH) with hydroxyl radical (OH) has been investigated at the G3(MP2)//MP2/6-311++G(d,p) level. On the surface, two kinds of pathways are revealed, namely, direct hydrogen abstraction and addition/elimination. Rice-Ramsperger-Kassel-Marcus theory and transition state theory are carried out to calculate the total and individual rate constants over a wide temperature and pressure region with tunneling correction. It is predicted that CH2CHOHCH2OH (IM1) formed by collisional stabilization is dominate in the temperature range (200-440 K) at atmospheric pressure with N2 (200-315 K at 10 Torr Ar and 100 Torr He). The production of CH2CHCHOH + H2O via direct hydrogen abstraction becomes dominate at higher temperature. The kinetic isotope effect (KIE) has also been calculated for the title reaction. Moreover, the calculated rate constants and KIE are in good agreement with the experimental data.

Theoretical study on the mechanism of Pd(OAc)2 catalyzed dehydrogenative cross-coupling of two heteroarenes

The dehydrogenative cross-coupling between caffeine and 2-formylfuran has been theoretically studied using a DFT method. It is found that the coupling process consists of three steps: 2 consecutive C–H bond activations, and reductive elimination. The mechanism with pyridine added as a ligand is energetically more favored than that with the solvent molecule or the generated acetic acid as or without ligand. Two kinds of pathways involving the prior activation of one of the coupling partners have been performed, and the prior activation of caffeine by the Pd(OAc)2 catalyst, followed by the activation of 2-formylfuran is energetically preferred. The calculated results indicated that the activation of 2-formylfuran is the rate-determining step with an energy barrier of 75.3 kJ mol−1. The interaction of the first activated partner with the catalyst assists the activation of the second partner, and the C–H activation of caffeine is easier than that of 2-formylfuran as the energy barrier is 22.3 kJ mol−1 lower. The above two parameters provide mainly the high selectivity to the cross-coupling product. The mechanism of the dehydrogenative cross-coupling of caffeine and 2-formylthiophen is similar to that described above.

Biotransformation of 6-deoxo type brassinosteroids in yeast (Saccharomyces cerevisiae) WAT21 cells

We recently demonstrated that non-plant cells, yeast WAT21, produce a steroidal plant hormone, castasterone. To understand how castasterone is generated in WAT21 cells, deuteriumlabeled (26, 28-2H6) 6-deoxoteasterone, 6-deoxotyphasterol and 6-deoxocastasterone were fed to WAT21 cells, and their metabolites were analyzed by gas chromatography-mass spectrometry. When [2H6]-6-deoxoteasterone was fed, [2H6]-6-deoxo-3-dehydroteasterone and [2H6]-6-deoxotyphasterol were identified as metabolites. When [2H6]-6-deoxotyphasterol was used, [2H6]-6-deoxoteasterone and [2H6]-6-deoxo-3-dehydroteasterone and [2H6]-6-deoxocastasterone were detected. When [2H6]-6-deoxocastasterone was added, [2H6]-castasterone was identified. Taken together, a biosynthetic sequence, 6-deoxoteasterone↔6-deoxo-3-dehydroteasterone↔6-deoxotyphasterol→6-deoxocastasterone→castasterone seems to function to produce brassinosteroids in WAT21 cells. Coupled with the presence of a biosynthetic sequence, teasterone→3-dehydroteasterone↔typhasterol →castasterone, this suggests that brassinosteroids in WAT21 cells were biosynthesized via the same kind of pathways established in plants. This study provides a clue for possible mass-production of brassinosteroids in non-plant cells, yeast WAT21 for commercial use in agriculture.

Theoretical study of the reaction mechanism and kinetics of low-molecular-weight atmospheric aldehydes (C1–C4) with NO2

Accurate description of atmospheric reactions of a series of low-molecular-weight (LMW) aldehydes (C1–C4) with NO2 has been modeled using a direct dynamic approach. The profiles of the potential energy surface were constructed at the BMC-CCSD//MPWB1K/6-311G(d,p) level of theory, and two different pathways have been found: H-abstraction and NO2-addition. The modeling results found that the contribution of NO2-addition reaction pathway to the total rate constant is very small and thus this kind of pathway is insignificant in atmospheric conditions. The predicted H-abstraction products are mainly reactive acyl radical and nitrous acid (HONO) which is very mutagenic and carcinogenic pollutant as well as the precursor of acid deposition. The rate constants of both pathways were also deduced by using canonical variational transition state theory incorporating with the small curvature tunneling correction within 200–360 and 360–2000 K. Theoretical overall rate constants are in good agreement with the available experimental values, whose increase in the order of kformaldehyde < kacetaldehyde < kpropanal < kbutanal, implying that relative long-chain LMW aldehydes are more reactive toward NO2 than those short-chain LMW aldehydes in the atmospheric condition. At 298 K, the total rate constants of LMW aldehydes (C1–C4) with NO2 are obtained as 1.65 × 10−25, 1.43 × 10−24, 3.39 × 10−24 and 1.83 × 10−23 cm3 molecule−1 s−1, respectively.

Crosstalk between Metabolic and Regulatory Pathways

To enhance the understanding of cells’ response in a specific condition, one requires information that shows the interconnected view of biological process. Broadly speaking, biological pathways fall into two functional categories: metabolic and regulatory pathways. Existing pathway databases are categorizing specific pathway types according to their own definition about their own subject. They contain protein and/or interaction data through clickable image pathway maps. Currently, the crosstalk among different pathways is restricted in metabolic pathways. Metabolic pathway information has a hierarchical structure as we can see in KEGG [3]. In the finest resolution, entities are compounds and reactions between them. In the upper level, a pathway itself will be a node and the interconnected nature of cells’ metabolism is represented as edges. Therefore, metabolisms are represented as many layers of different elements in their hierarchy. However, the available information of the regulatory pathway has neither a hierarchical concept nor a whole proteome scale view of crosstalk between the pathways. As a result, we have trouble to understand interconnection between metabolic and regulatory pathways because of the inherent difference of two kinds of pathways. For this reason, we integrated different kinds of pathway database: KEGG/BIND and protein information supplement database SWISS-PROT [1, 2]. In this paper, we describe several issues for database construction and crosstalk between different kinds of pathways. Because these kinds of pathways are interconnected for the same stimuli, the integrated understanding of all kinds of pathway will be a framework for the systems biology.

Quantitative analysis of random scission and chain-end scission in the thermal degradation of polyethylene

The thermal degradation of polyethylene includes two different kinds of pathways. These are random and chain-end scissions which include β-scission on the chain end and radical transfer scission. We conducted a quantitative analysis on these pathways by Pyrolysis-GC/MS and computer simulation. Two different distributions of scission products of polyethylene were observed at different temperatures. They are determined by the relationship between rate of reaction and that of volatilisation. Furthermore, a characteristic distribution was observed in lower molecular weight. It could be explained by direct scission and one to five-step radical transfer scissions. The pathway possibilities calculated with the accumulated schemes showed that the direct scission and one-step-radical transfer increased with the temperature. This indicates that β-scission occurs on the chain end before the radical transfer because the rate of the β-scission becomes faster as the temperature rises.

Theoretical study for the reaction of CH3CN with O(P3)

The low-lying triplet and singlet potential energy surfaces of the O((3)P)+CH(3)CN reaction have been studied at the G3(MP2)//B3LYP/6-311+G(d,p) level. On the triplet surface, six kinds of pathways are revealed, namely, direct hydrogen abstraction, C-addition/elimination, N-addition/elimination, substitution, insertion, and H-migration. Multichannel Rice-Ramsperger-Kassel-Marcus theory and transition-state theory are employed to calculate the overall and individual rate constants over a wide range of temperatures and pressures. It is predicted that the direct hydrogen abstraction and C-addition/elimination on triplet potential energy surface are dominant pathways. Major predicted end products include CH(3)+NCO and CH(2)CN+OH. At atmospheric pressure with Ar and N(2) as bath gases, CH(3)C(O)N (IM1) formed by collisional stabilization is dominated at T<700 K, whereas CH(3) and NCO produced by C-addition/elimination pathway are the major products at the temperatures between 800 and 1500 K; the direct hydrogen abstraction leading to CH(2)CN+OH plays an important role at higher temperatures in hydrocarbon combustion chemistry and flames, with estimated contribution of 64% at 2000 K. Furthermore, the calculated rate constants are in good agreement with available experimental data over the temperature range 300-600 K. The kinetic isotope effect has also been calculated for the triplet O((3)P)+CH(3)CN reaction. On the singlet surface, the atomic oxygen can easily insert into C-H or C-C bonds of CH(3)CN, forming the insertion intermediates s-IM8(HOCH(2)CN) and s-IM5(CH(3)OCN) or add to the carbon atom of CN group in CH(3)CN, forming the addition intermediate s-IM1(CH(3)C(O)N); both approaches were found to be barrierless. It is indicated that the singlet reaction exhibits a marked difference from the triplet reaction. This calculation is useful to simulate experimental investigations of the O((3)P)+CH(3)CN reaction in the singlet state surface.

Computational study of oxygen atom (3P and 1D) reactions with CF3CN

Singlet and triplet potential energy surfaces for the reactions of oxygen atoms ((3)P and (1)D) with CF(3)CN have been studied computationally to evaluate the reaction mechanisms, possible products, and rate constants. On the triplet surface, six kinds of pathway are revealed, namely: direct fluorine abstraction, C-addition/elimination, N-addition/elimination, substitution, insertion and F-migration. The results show that the reaction should occur mainly through the C-addition/elimination mechanism involving the chemically activated CF(3)C(O)N* intermediate, and the major products are CF(3) and NCO. The rate constants for C-addition/elimination channel of the reaction of O((3)P) with CF(3)CN have been determined by using RRKM statistical rate theory and compared with the experimental data. On the singlet surface, the atomic oxygen can easily insert into the C-F or C-C bond of CF(3)CN, forming the insertion intermediates FOCF(2)CN and CF(3)OCN, and O((1)D) can add to the carbon or nitrogen atom of the CN group in CF(3)CN, forming the addition intermediates CF(3)C(O)N and CF(3)CNO; both approaches are found to be barrierless. The decomposition and isomerization of some intermediates were also modeled at the QCISD(T)/6-311+G(2df)//B3LYP/6-311+G(d) level for the better understanding of the O((1)D) with CF(3)CN chemistry. The decomposition products CF(3) and NCO arising from CF(3)OCN and CF(3)NCO are the dominant species. Further comparison with similar reactions is also summarized.

SOM型パターン生成器：自己組織化マップの逆投影に基づいた新規パターンの生成とその応用

A major feature of the self-organizing map (SOM) is a topology-preserving projection from the input layer to the competitive layer, and it has been used mainly as an analytical tool for discovering underlying rules in the given data set. Even though recent splendid progress in this area, there are few novel ideas to break such a conventional style. On the contrary, based on its distinctive nature, a new method for generating patterns through backward projection from the competitive layer to the input layer is proposed recently. Moreover, a promising technology for producing animation as a series of backward-projected patterns along with any pathways on the competitive layer is presented. Then, in order to carry out further considerations, some computer simulations with a variety of posed stick figures are tried in this paper. After training, four kinds of pathways, which correspond to different movements such as dancing, exercising and walking, are prepared. Though some of them does not contain any training samples, all of them worked well as we have intended in advance. As a result, it is found that the proposed method shows good performance and it is also confirmed its effectiveness.

The pathway on implementation of total innovation management: with the case of SMEs

Total innovation management (TIM), a novel paradigm of innovation management in the 21st century, is a complicated system. Its implementation takes a long time and lots of hard work. For the different kinds of enterprises such as large enterprises and SMEs, at different developing stage, various kinds of pathways to implement TIM exist.