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1.
Chitin and chitosan are naturally abundant biopolymers which are of interest to research concerning the sorption of metal ions since the amine and hydroxyl groups on their chemical structures act as chelation sites for metal ions. This study evaluates the removal of copper, chromium, and arsenic elements from chromated copper arsenate (CCA)-treated wood via biosorption by chitin and chitosan. Exposing CCA-treated sawdust to various amounts of chitin and chitosan for 1, 5, and 10 days enhanced removal of CCA components compared to remediation by deionized water only. Remediation with a solution containing 2.5 g chitin for 10 days removed 74% copper, 62% chromium, and 63% arsenic from treated sawdust. Remediation of treated sawdust samples using the same amount of chitosan as chitin resulted in 57% copper, 43% chromium, and 30% arsenic removal. The results suggest that chitin and chitosan have a potential to remove copper element from CCA-treated wood. Thus, these more abundant natural amino polysaccharides could be important in the remediation of waste wood treated with the newest formulations of organometallic copper compounds and other water-borne wood preservatives containing copper.  相似文献   

2.
Chromium copper arsenate (CCA) was used for the protection of wood building materials until the restriction by EPA in 2002.During a short period of time 14–24 h, a comparative nephrotoxicity study was performed regarding the effects of CCA and its compounds per se. Histopathological and histochemical features were correlated with the concentration of the total arsenic and chromium in mice kidney.Animals were subcutaneously injected with CCA (7.2 mg/kg arsenic and 10.2 mg/kg chromium per body weight), CrO3 (10.2 mg/kg), As2O5 (7.2 mg/kg) and NaCl (0.9%) per se.The histopathological examination of the renal sections evidenced acute tubular necrosis in the groups of animals exposed to CCA (in both periods of time).Although the same contents of pentavalent arsenic and hexavalent chromium were injected in treated animals with CCA and with the prepared solutions of As2O5 and CrO3, the arsenic concentration on kidneys of CCA-exposed animals was much higher than those in animals exposed to As2O5 (32- and 28-fold higher at 14 and 24 h, respectively). However, the elimination of chromium seems to occur similarly in the kidneys of animals treated with CCA and CrO3 per se. Interactions among the components of CCA result in a marked decrease of the ability of kidney to eliminate simultaneously both analytes. The nephrotoxicity of CCA was higher than its components per se, evidencing a possible synergetic effect.  相似文献   

3.
For biological extraction of heavy metals from chromated copper arsenate (CCA) treated wood, different bacteria were investigated. The extraction rates of heavy metals using Lactobacillusbulgaricus and Streptococcusthermophilus were highest. The chemical extraction rates were depended on the amounts of pyruvic acid and lactic acid. Especially, the extraction rates using mixed pyruvic acid and lactic acid were increased compared to those of sole one. They were also enhanced in the mixed culture of L. bulgaricus and S. thermophilus. To improve the extraction of CCA, a two-step processing procedure with the mixed culture of L. bulgaricus and S. thermophilus was conducted. A maximum of 93% of copper, 86.5% of chromium, and 97.8% of arsenic were extracted after 4 days. These results suggest that a two-step process with the mixed culture of L. bulgaricus and S. thermophilus is most effective to extract heavy metals from CCA treated wood.  相似文献   

4.
Soils below nine structures (decks and foot bridges) in Florida were examined to evaluate potential impacts from chromated copper arsenate (CCA), a common wood preservative. Eight of the nine structures were confirmed to have been treated with CCA. Soils collected were evaluated for arsenic, chromium, and copper concentrations as well as pH, volatile solids content and particle size distribution. Two types of soil samples were collected: a soil core and surface soil samples (upper 2.5 cm). One soil core was collected from below each deck and one control core was collected from an area removed from one of the structures. Eight or nine surface soil samples were collected in a grid-like fashion from beneath each structure. Equal numbers of surface control samples were collected from areas away from the structures. Metal concentrations were elevated in both the soil cores and surface samples collected from below the CCA-treated structures. Core samples showed elevated concentrations of metals at depths up to 20 cm. The arithmetic mean concentrations of arsenic, chromium, and copper in the 65 surface soil samples collected from below CCA-treated structures were 28.5 mg/kg, 31.1 mg/kg, and 37.2 mg/kg, respectively, whereas the mean concentrations of arsenic, chromium, and copper in the control samples were 1.34 mg/kg, 8.62 mg/kg, and 6.05 mg/kg, respectively. Arsenic concentrations exceeded Florida's risk-based soil cleanup target level (SCTL) for residential settings in all 65 surface soil samples. The industrial setting SCTL was exceeded in 62 of the 65 samples.  相似文献   

5.
In this study, basidiomycete isolates that possessed a strong ability to degrade chromated copper arsenate (CCA)-treated wood were characterized. These fungal isolates, which were collected from CCA-treated pine log wastes, showed no recognizable morphological properties on culture media. Nucleotide sequence analysis of the large subunit rDNA of the isolates revealed that they were one species. Based on the high sequence similarity (>95%) and close phylogenetic relationship with several known species of Crustoderma, the fungal isolates characterized in this study were classified as a Crustoderma sp. In a wood degradation test, Crustoderma isolate KUC8611 produced a remarkably higher weight loss in CCA-treated Pinus radiata (68.7%), Pseudotsuga menziesii (39.7%), and Tsuga heterophylla (38.5%) wood than other evaluated basidiomycete species, including Crustoderma flavescens and Crustoderma corneum. In addition, extracellular enzymes for cellulose and protein degradation were detected when the isolates were cultured in chromogenic media, which supports the finding that isolate KUC8611 is a wood degrader. Furthermore, an in vitro test for metal tolerance revealed that isolate KUC8611 showed strong arsenic tolerance, but that it could not tolerate copper. Finally, isolate KUC8611 produced lower amounts of oxalic acid than copper-tolerant fungi such as Fomitopsis palustris and Antrodia vaillantii. To the best of our knowledge, this is the first study to report the degradation of CCA-treated wood by a Crustoderma species.  相似文献   

6.
The burning of wood treated with chromated copper arsenate (CCA) produces an ash that contains high concentrations of copper, chromium, and arsenic. The subsequent leaching of these metals from burn sites can produce soil and water contamination. Soils have varying natural abilities to reduce leaching and impact metals speciation and toxicity by sorption, conversion, and sedimentation-related mechanisms. Recent regulations have resulted in increased quantities of CCA-treated lumber entering the waste stream, making the study of metals leaching from ash, and the amendment of soils to more effectively immobilize metals, important areas of investigation.

The performance of various soil amendments to immobilize or retard Cu, Cr, and As species in soil/CCA-ash mixtures was studied. The amendments evaluated were agricultural lime (CaCO3/MgCO3), soil softener (CaSO4 · 2H2O), and iron sulfate (FeSO4). Results of this investigation show that native soil alone retards the mobility of As and Cr, amendments applied alone or in combinations further retard metal mobility compared to the control soil/CCA-ash mixture. The CaSO4 soil amendment is most effective in reducing the rainwater leaching of Cr and As from CCA-ash in soil reducing the mobility by 72.4% and 77.3%, respectively, compared to the control soil-ash mixture. Cu mobility is increased in the presence of the native soil and by all amendments.  相似文献   


7.
Chromated copper arsenate (CCA) is a chemical preservative used to treat wood for a variety of outdoor uses, including decks, fencing, and play structures. This article describes a methodology to quantify exposures to arsenic from CCA-treated wood. Exposure was evaluated for ingestion and dermal contact with arsenic-containing residue on treated wood surfaces (dislodgeable arsenic), and ingestion, dermal contact, and inhalation of soil containing arsenic originating from treated wood structures. Standard approaches were used to quantify exposures to arsenic in soil. In the absence of standard approaches for exposures to dislodgeable residue, an empirical approach was developed, extrapolating from studies of soil loadings on hands and soil ingestion rates to estimate the amount of dislodgeable residue on hands that is subsequently ingested. Results from animal studies were used to develop relative bioavailability estimates for dislodgeable and soil arsenic. A focused sensitivity analysis demonstrated that the assumptions used regarding hand loading and subsequent incidental ingestion of dislodgeable arsenic had the most significant impact on the results. This assessment indicates low uptake of arsenic into the body, resulting in incremental lifetime cancer risks within USEPA's target risk levels. We compare this approach to other methodologies used to assess exposures to treated wood.  相似文献   

8.
A laboratory study was conducted to investigate metal transport and accumulation within soils contaminated with As, Cr, and Cu from CCA-treated wood leachates. New blocks of CCA-treated wood were leached using synthetic rainwater. Soil columns were constructed and filled with three different soils, including a sandy soil, an organic soil and a clay soil. The leachate was applied intermittently until 80 pore volumes were eluted through each column. Metal concentrations (Cu, Cr, and As) were measured in the leachate before passage through the columns as well as in each elutriate fraction collected. Chemical analysis was complemented with toxicity testing using Ceriodaphnia dubia, Selenastrum capricornutum, and MetPLATE?. Following application of 80 pore volumes of leachate, the columns were dissected and the profile of the metal concentrations within each column was determined. A comparison of the arsenic, chromium and copper leaching patterns found arsenic to be the most mobile, with copper the most retained in the soil columns (As < Cr < Cu). Transport patterns of As differed in the three soil types, with observed mobility highest in the sandy soil and lowest in the clay soil. The three metals accumulated in the top layer of soil. Arsenic posed the greatest risk when soil concentrations were compared to risk-based target levels. Although metals were detected in soil elutriates, no toxicity was detected in any of the soil column elutriates using any of the three toxicity assays.  相似文献   

9.
Phialophora species are shown to possess a variable capacity for growth on either copper, arsenic or copper-chrome-arsenic (CCA) supplemented laboratory media. The most copper tolerant species. Phialophora sp. A, P. malorum and P. mutabilis, were also the most arsenic resistant. Fine structural studies have shown intra- and to a lesser extent extracellular localization of copper which may provide a means of tolerating high external copper levels under culture conditions. Wood decay experiments have shown Phialophora spp. to have a good capacity to degrade K33 treated birch after 7·5 months but not pine, despite colonization. The most important wood degrading Phialophora were also the more copper/arsenic resistant species although non-tolerant species were also able to degrade treated birch. A comparison between the extreme copper levels tolerated by selected species with the amount of copper in treated wood may suggest that only sub-toxic levels may be obtained, levels which may not require special detoxification mechanisms for either colonization or decay in wood. In this respect, factors other than toxicity, particularly the nature of the substrate (e.g. lignin type and level) and reaction with CCA and ammoniacal-copper during treatment may be of greater significance.  相似文献   

10.
A bacterial strain, B65-1, which showed strong antimicrobial activity, was isolated from Chungkook-Jang, a traditional Korean fermented-soybean food with antimicrobial properties. Based on carbon utilization pattern and partial 16S rRNA sequence analysis, the B65-1 strain was identified as Bacillus licheniformis. An antibiotic compound, active against bacteria and yeast such as Staphylococcus aureus, Escherichia coli, and Candida albicans, was isolated by various chromatographic procedures from culture filtrates of B. licheniformis B65-1. The purified antibiotic was identified to be phenylacetic acid, with the molecular formula C8H8O2 by analyses of EI-MS and NMR. The phenylacetic acid was detected in fermented soybean made with the strain B65-1 as a starter, but was not present in extracts of nonfermented soybean. Our results indicated that the phenylacetic acid produced by B. licheniformis during fermentation of soybean is one of the main compounds of antimicrobial activity of Chungkook-Jang.  相似文献   

11.

The purpose of this study was to isolate and characterise toxic element-resistant bacteria from acid mine drainage water and to apply them in the bioremediation of industrial effluent, as well as to identify optimal effluent:nutrient concentration for onsite biostimulation strategy. Wastewater samples were collected from acid mine drainage and industry. Inductively coupled plasma optical emission spectroscopy (ICP-OES) was employed for elemental composition analysis. Isolated bacterial strains were characterised using molecular methods. Bioremediation assays were employed to determine the extent of bacterial tolerance and removal of toxic elements using a biostimulation strategy employing minimal salt medium (MSM) at varied concentrations and positive and negative controls of only MSM and industrial effluent, respectively. Two bacterial strains demonstrated resistance to toxic elements, Bacillus sp. MGI101 and Lysinibacillus sp. MGI102 both isolated from the AMD sites. However, no observable growth of toxic metal-resistant bacteria was obtained from the industrial effluents. Bacterial strains MGI101 and MGI102 demonstrated high resistance to target toxic elements during the screening and tolerance assays. Remarkably, Bacillus sp. MGI101 demonstrated greater ability to remove toxic elements including arsenic, chromium, zinc, copper and aluminium in undiluted solutions of the industrial effluent, with its highest removal capacity observed at > 60% for arsenic and aluminium. Both Bacillus sp.MGI101 and Lysinibacillus sp. MGI102 demonstrated varied abilities for the removal of toxic elements from dilution concentration of effluent mixed with MSM. However, the optimal dilution ratio observed in this experiment was 5:15 (effluent:MSM). Overall results demonstrated that isolated bacterial strains have the potential to be employed in bioremediation programmes of acid mine drainages and multi-element contaminated water.

  相似文献   

12.
The burning of wood that has been chemically treated with chromated copper arsenate (CCA) produces an ash containing high concentrations of copper, chromium, and arsenic (CCA-metals). The rainwater-leaching of these metals from burn sites can produce increased soil and water contamination. Soil systems have varying natural abilities to retard leaching and they also impact metals speciation and toxicity through sorption, conversion, and sedimentation-related mechanisms. Recent regulations restricting the use of CCA-treatment have resulted in increased quantities of CCA-treated lumber entering the waste stream, making studies of metals leaching from CCA-wood ash and soil/CCA-wood ash systems important areas of investigation.

Wood ash composition, soil composition, and CCA-metals speciation are all important factors determining the degree of the metal mobility in a soil system containing metals leached from CCA-wood ash. The CCA-metals composition of CCA-wood ash was determined by analytical methods. Both pH and batch leaching studies were used to postulate mobility mechanisms within the CCA-wood ash/soil system. The contrasting effects of untreated-wood ash and CCA-wood ash on soil components are presented in order to assess the potential for enhancement of immobilization mechanisms that increase the soil system retardance of CCA-metals mobility.

Results of this investigation show that the Ultisol test soil retards the mobility of As and Cr compared to CCA-wood ash alone, while Cu mobility is increased in the presence of the Ultisol test soil. Experimental results show that the alkalinity of a CCA-wood ash/Ultisol soil system is lower than that of an untreated-wood ash/Ultisol soil system. This indicates a difference in chemical composition and the potential consumption of hydroxyl ions during treatment by the retardance mechanisms affecting Cr and As mobility. Therefore, the study of these contaminated soil systems and the potential enhancement of immobilization mechanisms are important areas of investigation.  相似文献   


13.
The effects of three heavy metal cations, mercury (II), copper (II), and chromium (VI), on the growth of the rumen ciliate Entodinium caudatum in vitro culture was studied. The E. caudatum culture was challenged by HgCl2, CuCl2, and K2Cr2O7 for a period of 4 days. The tested concentrations of mercury (II) and copper (II) were 1, 5, 10, 20, 50 mg/L and 2, 10, 20, 40 mg/L for chromium (VI) at single dose with either untreated or inhibited bacterial co-culture population. Effective metal concentrations required to reduce ciliate growth by 50% (EC50) for mercury (II), copper (II), and chromium (VI) either with untreated or inhibited bacterial co-culture population after 24 h of metal application were 24, 20, and 21 or 15, 20, and 19 mg/L, respectively. After 4 days of metal application, corresponding EC50 values for mercury (II), copper (II), and chromium (VI) were 16, 20, and 17 (with untreated bacterial population) or not determinable, 20, and 15 mg/L, respectively (with inhibited bacterial population). Increased sensitivity of E. caudatum to tested heavy metals with inhibited bacterial co-culture population indicate that the ciliate resistance to the heavy metal tested depends on detoxification abilities of rumen bacterial population.  相似文献   

14.
This study attempted to investigate if the tolerance of soil bacterial communities in general, and autotrophic ammonia-oxidizing bacteria (AOB) in particular, evolved as a result of prolonged exposure to metals, and could be used as an indigenous bioindicator for soil metal pollution. A soil contaminated with copper, chromium, and arsenic (CCA) was mixed with an uncontaminated garden soil (GS3) to make five test soils with different metal concentrations. A modified potential ammonium oxidation assay was used to determine the metal tolerance of the AOB community. Tolerance to Cr, Cu, and As was tested at the beginning and after up to 13 months of incubation. Compared with the reference GS3 soil, the five CCA soils showed significantly higher tolerance to Cr no matter which form of Cr (Cr3+, CrO4 2?, or Cr2O7 2?) was tested, and the Cr tolerance correlated with the total soil Cr concentration. However, the tolerance to Cu2+, As3+, and As5+ did not differ significantly between the GS3 soil and the five CCA soils. Community level physiological profiles using Biolog microtiter plates were also used to examine the chromate tolerance of the bacterial communities extracted after six months of exposure. Our results showed that the bacterial community tolerance was altered and increased as the soil Cr concentration was increased, indicating that the culturable microbial community and the AOB community responded in a similar manner.  相似文献   

15.
《Process Biochemistry》2007,42(5):798-804
Twenty-four brown-rot and 10 white-rot fungi were screened to evaluate their applicability for detoxification of preservative-treated wood impregnated with copper and chromium (CC) salts. Brown-rot fungi generally showed higher tolerance towards copper inhibition than white-rot fungi. Additionally, brown-rot fungi were found to accumulate considerable quantities of oxalic acid (up to 44.3 mM) in liquid medium, while white-rot fungi generally accumulated only traces of this organic acid. Oxalic acid is a strong organic acid capable of complexing a variety of heavy metals. Four Antrodia vaillantii and two Poria placenta brown-rot strains that displayed both a high copper tolerance and a high oxalic acid production were selected for further study. The brown-rot fungi effectively decayed wood containing up to 4.4% CC causing corrected mass losses of up to 24.3% in 4 weeks. Fungal treatment was also found to promote extensive leaching of chromium (up to 52.4%), but only moderate leaching of copper (15.6% or less). These results indicate the potential of solid-state fermentation with copper-tolerant fungi for the remediation of preservative-treated wood. Improving the solubility of copper will be an important challenge for future research.  相似文献   

16.
傅文博  杜海  徐岩 《微生物学通报》2022,49(9):3567-3580
【背景】噬菌体是微生物群落的重要组成部分,但传统白酒发酵中噬菌体的分类和存在尚不清楚。【目的】通过检测公共数据库和酱香型白酒发酵中地衣芽孢杆菌(Bacillus licheniformis)基因组中的前噬菌体整合区域,探究传统酱香型白酒发酵中关键功能菌株的前噬菌体分类和侵染情况。【方法】使用未培养(细菌全基因组分析)和可培养(菌株筛选和特异性PCR反应)技术对不同环境来源和来自酱香型白酒发酵的地衣芽孢杆菌前噬菌体的分类和存在进行解析。【结果】细菌全基因组分析显示,30株来自不同环境的地衣芽孢杆菌基因组中共注释到165个前噬菌体,其中63.6%(105/165)为完整前噬菌体序列。97.1%感染地衣芽孢杆菌的噬菌体属于长尾噬菌体科(Siphoviridae),2.9%属于肌尾噬菌体科(Myoviridae),53.0%完整前噬菌体的基因功能未知。在来自酱香型白酒发酵的B. licheniformis MT-B06中检测到7个前噬菌体整合序列,其中57.1%(4/7)为完整前噬菌体序列,来自酱香型白酒发酵的地衣芽孢杆菌存在多种不同前噬菌体的共感染。来自酱香型白酒发酵的地衣芽孢杆菌前噬菌体存在来自细菌基因组上相邻CotD孢子外壳蛋白(CotD family spore coat protein)基因的水平基因转移。在26株来自酱香型白酒发酵的地衣芽孢杆菌中,69.2%(18/26)存在噬菌体编码主要衣壳蛋白的基因,100.0%(26/26)存在噬菌体编码CotD孢子外壳蛋白的基因。【结论】来自不同环境的地衣芽孢杆菌和酱香型白酒发酵的地衣芽孢杆菌中存在高水平的前噬菌体整合,来自酱香型白酒发酵的地衣芽孢杆菌前噬菌体中广泛存在来源于宿主的CotD孢子外壳蛋白基因的水平基因转移。本研究为首次对传统发酵白酒中噬菌体的分类和存在进行探究,有助于对发酵微生物群落中噬菌体-细菌相互作用加深理解。  相似文献   

17.
Health-awareness and concern for the environment have resulted in voluntary removal of chromated copper arsenate (CCA) from wood preservatives in residential applications worldwide. Copper-based preservatives have been formulated as replacements, but these may not provide a permanent solution to all of the related problems, including copper contamination of aquatic environments and corrosion of fasteners. In this study, the copper retention (before and after the leaching process) of five softwood specimens vacuum-treated with alkaline copper quaternary (ACQ) and copper azole (CA) at three target retention levels was investigated by X-ray fluorescence studies. The metal corrosion and termite (Coptotermes formosanus) resistance of treated specimens were studied under laboratory conditions. Except for treated Japanese larch wood, the copper retention levels of the other wood specimens were able to meet the target copper retention values (use classes 2–4) in Chinese National Standard 3000. The copper leaching rates were 6.92–19.54% for ACQ-treated wood and 9.38–22.46% for CA-treated wood. The metal corrosion rates of iron nails due to corrosion tests (CNS 6717) were influenced significantly by the 1.2% ACQ and 1.2% CA treatments; whereas the metal corrosion rates of zinc-galvanized steel nails were less than 2 and could meet the tested standard. Even though the ACQ and CA treatments caused higher copper leaching rates from the treated specimens, they also increased termite mortalities and reduced the mass loss significantly after termite-resistance tests (JIS K 1571).  相似文献   

18.
The effect of the anti-marine-borer treatment of wood using CCA (a pressure impregnated solution of copper, chromium and arsenic compounds) on non-target fouling animals was investigated. Panels treated to target retentions of 12, 24 and 48 kg CCA m(-3) of wood, together with untreated controls were exposed for 6, 12 and 18 months at coastal sites in Greece, Portugal, France and Sweden. General linear model (GLM) analysis revealed significant increases in numbers of certain fouling organisms (the serpulids Ficopomatus enig-maticus, Hydroides spp., Pomatoceros lamarkii and an unidentified species, three species of spirorbid, and the balanids Balanus perforatus and Elminius modestus) with increase in retention of CCA. The effect of CCA on the numbers of recruits may be due to effects on their settlement and survival, but may also be due to suppression of competitors. Significant differences in settlement density of barnacle spat occurred on newly exposed wood and on wood that had been exposed for 6 and 18 months. The relationships between settlement density and retention could be described by logarithmic curves of the form settlement density = a 1n(l + retention)+b. The effects of CCA on settlement are ascribed either to modification of wood surface chemistry leading to changes in surface charge, the availability of Cu, Cr or As at the wood surface, or to modifications to the microbial film. Barnacle settlement was between 6.5 and 14 times more intense on latewood than on earlywood, an effect that was evident in both untreated and preservative-treated wood.  相似文献   

19.
The aim of this work is to define an extraction process of hemicelluloses from hardwood chips, prior to their transformation into paper pulp by the kraft process. Eucalyptus wood chips were submitted to autohydrolysis and acid hydrolysis treatments. Autohydrolysis means that no extra acid is added during the heating of the wood suspension, whereas sulphuric acid is added for the acid hydrolysis treatment. The liquor to wood ratio was 4, and temperature and time were varied so as to optimise the hemicelluloses extraction. Quantities of xylans varying between 12 and 38 g/l of hydrolysate (or between 9 and 15% on wood) could be extracted.Kraft cooking process was applied to the pre-hydrolysed wood chips. It was shown that they were easier to delignify than untreated wood chips, and the resulting pulp was also easier to bleach. The resulting cellulosic fibres were characterised for their papermaking properties: the higher the pentosan removal, the lower the strength properties of the pulps produced.  相似文献   

20.
Metabolite profiling of Cheonggukjang inoculated with different Bacillus strains including Bacillus amyloliqueciens CH86-1, Bacillus licheniformis 58, and Bacillus licheniformis 67 during fermentation, was performed using gas chromatography-time of flight-mass spectrometry after derivatization, combined with multivariate statistical analysis. A total of 20 amino acids, 10 sugars, five sugar alcohols, and seven organic acids were identified in three Cheonggukjang samples. With fermentation time, most of the amino acids showed increasing amounts. On the other hand, most of the sugars including sucrose, fructose, and glucose decreasing patterns, and the amounts of organic acids varied. In order to observe differences in metabolites with fermentation time and inoculated Bacillus strains, principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were carried out, respectively. On PCA plots, some sugars and organic acids including sucrose, fructose, glucose, mannose, succinic acid, and malonic acid, as well as most of the amino acids, contributed mainly to differentiation of the Cheonggukjang samples fermentation time. On the other hand, on PLS-DA, mannose, xylose, glutamic acid, and proline were mainly responsible for differentiating the Cheonggukjang among into various inoculated strains.  相似文献   

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