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1.
Chondracanthus chamissoi (C. Agardh) Kützing (Gigartinales, Rhodophyta) is an edible species and commercialised for carrageenan production in Chile. Investigations on growth and development are needed to improve its cultivation; therefore, this study aims to evaluate the effects of plant growth regulators (PGRs) on its growth and morphogenesis. PGRs tested were two auxins [indole-3-acetic acid (IAA) and 2,4-dichlorophenoxyacetic acid (2,4-D)] and one cytokinin (benzylaminopurine (BA)) in concentrations of 0.5, 5.0 and 50.0 μM. These PGRs were added to seawater enriched with half strength of von Stosch solution and were gelled with 0.6 % agar, and treatment control (without PGR addition) was conducted simultaneously. Apical and intercalary segments were used as initial explants. Each treatment was tested with six replicates of five axenic explants, and statistical analyses were performed. After culturing in a solid medium for 10 weeks to induce growth and callus formation, explants were cultured in liquid medium with the same experimental conditions for 10 weeks. Effects of auxins (IAA and 2,4-D) and the cytokinin BA on growth rates of apical segments of C. chamissoi were not significant, while low concentration of IAA stimulated the growth of intercalary segments. On the other hand, high concentrations of BA and IAA stimulated the callus formation in apical and intercalary segments, respectively. In liquid medium, PGR did not have a significant effect on growth rates of apical segments, while 2,4-D in concentrations from 0.5 to 50.0 μM stimulated growth of intercalary segments, and formation of lateral branches was stimulated by low 2,4-D in apical segments. These results suggest that PGRs have a regulatory role on callus formation and growth of specific explants of C. chamissoi. Furthermore, the formation of lateral branches stimulated by auxin could be used for seedling production under controlled conditions and could improve the micropropagation and cultivation of C. chamissoi in the Chilean coast.  相似文献   

2.
Alternative methods of in vitro cloning that involve both adventitious (direct) and callus intermediate (indirect) pathways were investigated for the endangered species Lilium pumilum. Plantlet regeneration was obtained from leaf explants, cultured on Murashige and Skoog (MS) basal medium supplemented with various combinations of auxins and cytokinins at different concentrations. About 30% of the explants directly formed adventitious shoots on MS medium containing 8.88 μM 6-benzyladenine (BA) and 2.69 μM α-naphthaleneacetic acid (NAA). For production of regenerable callus, callus formation followed by shoot induction was best when explants were initially cultured on MS medium supplemented with 9.05 μM 2,4-dichlorophenoxyacetic acid (2,4-D). Regenerable calli were yellow or purple and readily regenerated shoots when subcultured onto MS medium containing 2.22 μM BA and 1.61 μM NAA. About 78% of the calli were able to produce adventitious shoots. Shoots were rooted on half-strength MS medium supplemented with 1.34 μM NAA and were successfully acclimatized to greenhouse conditions. This report describes an efficient method for the in vitro multiplication of whole plants from leaf explants of the endangered species L. pumilum.  相似文献   

3.
The present work deals with the effect of some auxins [2,4-D,IAA, NAA and ß-naphthoxyacetic acid (NOA)] and cytokinins[6-benzylaminopurine (BAP), 6-(,-dimethylallylamino)purinc (2iP),KN and 6-(4-hydroxy-3-methylbut-2-enylaimno)purine (zeatin)]on growth and gametangial formation in the liverwort Ricciagangetica. Of these, 2,4-D and IAA stimulate vegetative growth,induce the formation of rhizoids on dorsal surface of thallusand shorten the time required for gametangial initiation. NAAand NOA inhibit growth, and do not affect the time of gametangialproduction. The auxins increase archegonial number without affectingantheridial induction and, among those tested, IAA is the mosteffective. Archegonial number is enhanced by the cytokinins,but antheridial production decreases. The maximum number ofarchegonia is initiated in response to 2iP, and this effectappears to be specific. On the other hand, thallus growth, stimulatedby the other cytokinins, is inhibited by 2iP. Riccia gangetica Ahmad, liverwort, auxins, cytokinins, growth, gametangial, formation  相似文献   

4.
The influence of plant growth regulators on biomass growth and the accumulation of medicinally-relevant isoflavone phytoestrogens, derivatives of genistein and daidzein (8 compounds including aglycones, glucosides and glucoside esters) in callus cultures of Genista tinctoria (Fabaceae) was examined. The experiments included 10 auxins [2,4-dichlorophenoxyacetic acid (2,4-D), p-chlorophenoxyacetic acid, indole-3-acetic acid, indole-3-butyric acid, indole-3-propionic acid, 1-naphthaleneacetic acid, β-naphthoxyacetic acid, picloram, 2,3,5-triiodobenzoic acid (TIBA), 2,4,5-trichlorophenoxyacetic acid (2,4,5-T)] and 7 cytokinins [6-benzylaminopurine, forchlorfenuron, 1,3-diphenylurea, 2-isopentenyladenine, kinetin (KIN), thidiazuron, zeatin] applied at 0.5 and 5.0 mg l?1, jointly with 5.0 or 0.5 mg l?1 KIN or 2,4-D (for auxins and cytokinins, respectively—36 phytohormone combinations in total). Statistical analysis of the relationships between callus growth [expressed as growth index (Gi)] and the accumulation of isoflavones showed positive correlation in the cytokinin group (rxy values from 0.13 to 0.61) and negative correlation within auxins (rxy values from ?0.31 to ?0.39). Among the cytokinins tested, the highest isoflavone content (6,436.26 mg/100 g dry weight) and the fastest biomass growth (Gi = 892.46 %) were obtained for 0.5 mg l?1 KIN used jointly with 5.0 mg l?1 2,4-D. In the group of auxins, the combination of 0.5 mg l?1 TIBA and 5.0 mg l?1 KIN provided the fastest culture growth (Gi = 983.07 %) and the isoflavone concentration of 10,474.23 mg/100 g dry weight, which is so far the highest amount of these metabolites achieved in callus cultures of higher plants.  相似文献   

5.
The effects of auxins and cytokinins at the range of concentrations 0.0001–100 µM on Acutodesmus obliquus (Chlorophyceae) cultures were studied. Microalga exhibited sensitivity to cytokinins in the following order: 0.01 µM tZ?>?0.1 µM Kin?>?1 µM DPU, whereas the hierarchy of auxin activity was: 0.01 µM IAA?>?0.1 µM IBA?>?0.1 µM PAA. Cytokinins possessed higher stimulating properties on the cell number, whereas auxins increased the size of cells. Differences in the metabolite profiles of the cultures treated with phytohormones were observed. Auxins and cytokinins had a positive effect on the photosynthetic apparatus enhancing the level of chlorophylls, carotenes, and xanthophylls. In comparison with auxins, cytokinins more effectively delayed oxidative damage by increasing the level of non-enzymatic antioxidants (ascorbate, glutathione) and the activity of enzymes scavenging reactive oxidative species (catalase, glutathione reductase, ascorbate peroxidase). On the other hand, auxins stimulated superoxide dismutase activity and provoked hydrogen peroxide generation, which may be involved in cell enlargement. All phytohormones reduced the content of abscisic acid and controlled the level of endogenous auxin and cytokinins suggesting complex interactions. Different dynamics of A. obliquus responses to auxins and cytokinins clearly demonstrated their diverse roles in algal growth and metabolism.  相似文献   

6.
This study developed a plant regeneration protocol for Trifolium nigrescens (Viv.) via somatic embryogenesis (SE). Immature zygotic embryos at torpedo (TsE) and cotyledonary (CsE) stage were cultured on media with different auxins and cytokinins at different concentrations. The cultural requirements for SE differed between the explants used: the addition of 6-furfurylaminopurine (kinetin) or N6-[2-isopentenyl]-adenine (2iP) along with 2,4-dihydrophenoxyacetic acid (2,4-D) or 1-naphthaleneacetic acid (NAA) was needed to elicit the embryogenic response of CsE, but an exogenous cytokinin totally inhibited 2,4-D-induced SE from TsE. When applied alone, neither the cytokinin nor NAA induced SE in TsE or CsE. In all effective cultures the first somatic embryos appeared directly from the upper part of the hypocotyl (TsE and CsE) and from the margin of cotyledons (TsE) on day 7. Embryogenic callus occurred on CsE after 10 days. At comparable concentrations 2,4-D was a more potent SE inducer than NAA, but most of the embryoids induced on media with 2,4-D displayed morphological abnormalities, whereas those produced in the presence of NAA generally resembled zygotic embryos. Plant regeneration was achieved after transfer of somatic embryos or embryo-derived first shoots to medium without plant growth regulators (PGRs). The frequency of plant recovery was about 30% for embryoids obtained on media containing 2,4-D, and for material from media with NAA the recovery rates were 44–68% (somatic embryos) and 72–100% (embryoid-derived shoots). Regenerants appeared identical to each other and to wild plants; they produced flowers and had the chromosome complement typical for the species, 2n = 16, in root tip cells.  相似文献   

7.
Bioinvasion events causing serious environmental damage have been a concern with the mariculture of Kappaphycus alvarezii (Doty) Doty ex P.C. Silva, suggesting the importance of studying the biological aspects of drifting specimens of K. alvarezii for monitoring programs. The present study aims to evaluate the tolerance and growth of drifting color variants of K. alvarezii under different temperatures and salinities to determine their physiological capacity for growing outside cultivation rafts. Drifting color variants were collected in Paraíba State, Brazil, in November 2011(dry month) and August 2012 (rainy month), and cultivated in the laboratory under different temperatures (20, 24, 28, and 32 °C) and salinities (15, 25, 35, 45, and 55 psu). Growth rates as well as pigment and protein contents were determined. Results showed that drifting specimens collected in the dry month showed higher tolerance to variation in temperature (20 to 28 °C) and salinity (25 to 35 psu) than drifting specimens collected in the rainy month. Higher growth rates occurred in samples cultured at 20 and 24 °C (2.8–3 % day?1) and 25 to 35 psu (3.4–3.5 % day?1), suggesting temperature and salinity optima. Higher phycobiliprotein levels were observed in the red and brown variants under hypersaline conditions (45 and 55 psu). Higher chlorophyll a contents were associated with samples cultivated at 20–24 °C and 24–35 psu. Based on the results of the present study, drifting specimens collected in dry month are more tolerant to temperature and salinity variations, suggesting that the drifting K. alvarezii should be monitored especially during this period to prevent its establishment outside the cultivation rafts and dispersion along the northeastern coast of Brazil.  相似文献   

8.
In this study, we report the role of exogenous and endogenous cytokinins on growth and sexual organ development in the fern Blechnum spicant L. Spore-derived gametophytes (SG) were cultured in full-strength Murashige and Skoog (1962) liquid medium supplemented with (a) 4.44 μMN6-benzyladenine (BAP), (b) a crude extract from mature female gametophytes, and (c) 4.44 μM BAP in combination with the crude extract from mature gametophytes, respectively. Both BAP and the crude extract delayed the gametophyte development, and this effect was increased when they were added together. With respect to sexual organ development, BAP inhibited the sexual organ formation, while the crude extract favored antheridia formation; however, when added together, the percentage of antheridia decreased. The endogenous level of the cytokinins cis-zeatin (cZ), cis-zeatin-riboside (cZR), dihydrozeatin (DHZ), dihydrozeatin riboside (DHZR), isopentenyl adenine (iP), isopentenyl adenosine (iPR), isopentenyl-9-glucoside (iP9G), trans-zeatin (tZ), and trans-zeatin riboside (tZR) were analyzed in female and male gametophytes of B. spicant L. The endogenous levels of cytokinins tZ, cZ, DHZ, cZR, iP, and iPR were higher in female gametophytes than in male gametophytes, with the endogenous iP and iPR content being increased more than 300 and 400 times, respectively.  相似文献   

9.
Seaweed cultivation is imperative to augment increasing industrial demand. Ulva fasciata Delile is a potential seaweed for cultivation with applications in food industries. There is a renewed interest in large-scale aquaculture of this species in India due to its envisaged demand in snack food products. In the present study, we have successfully demonstrated the possibility of inducing zoospores in vegetative tissue, effective regeneration and improved growth in this seaweed by manipulating salinity (from 15 to 30 psu) and temperature (from 15 to 35°C). The optimum salinity and temperature requirement for zoospores induction were found to be 15 psu and 25°C, respectively. The quadriflagellate zoospores showed negative phototaxis and the settlement and germination pattern similar to several other green seaweeds. The optimum regeneration (78.53?±?10.05%) was recorded at 25°C and 30 psu salinity. The maximum daily growth rate (16.1?±?0.28%) was at 25°C and 30 psu salinity which corresponded to the field conditions. This method could be further refined at nursery culture to achieve artificial seeding essential for the success of commercial cultivation of this seaweed.  相似文献   

10.
An efficient in vitro regeneration protocol of a valuable medicinal plant, Vitex trifolia has been successfully established using nodal segments as explants. Three different cytokinins (BA, Kn, 2iP) and auxins (NAA, IAA, IBA) in different concentrations and combinations, evaluated as supplements to Murashige and Skoog’s medium showed to have a marked influence on the regeneration output. Among all the single cytokinin treatments MS medium supplemented with 5.0 μM BA produced the maximum number of shoots yielding 8.20 ± 0.37 shoots per explant with 4.8 ± 0.43 cm shoot length after 8 weeks of culture. Combined with low auxin concentrations, all the three cytokinins at their optimal concentrations synergistically enhanced the regeneration credentials. However, MS medium enriched with 5.0 μM BA and 0.5 μM NAA yielded the best possible regeneration in the species with a regeneration percentage of 97.33 ± 2.67 % and amounting to 16.80 ± 0.58 shoots per explant with 6.20 ± 0.25 cm mean shoot length at the end of 8 weeks in culture. Ex vitro rooting of in vitro derived microshoots was achieved by 20 min 500 μM IBA treatment followed by transfer to thermocol cups containing sterile soilrite. A 95 % plantlets survived acclimatization procedure to the field. Genetic conformity of the regenerated plants was established through RAPD. All the bands visualized on agarose gels were monomorphic with that of the donor plant indicating the clonal nature of the regenerants.  相似文献   

11.
Tissue cultures were established from hypocotyl and cotyledonary leaf segments ofGuizotia abyssinica Cass. on MS medium supplemented with various concentrations of auxins (IAA, NAA, IBA or 2,4-D) and cytokinins (KN or BA). Expiants cultured on media with cytokinins or in combination with auxins produced shoot buds. Maximum number of shoot buds (20–25 per culture) were differentiated from cotyledonary leaf segments on medium with 2 mg 1-1 each of KN and IBA. Rooting of regenerated shoot buds was acheived on medium with NAA. The obtained plantlets were successfully transferred to soil.  相似文献   

12.
Reseda pentagyna is the only endemic species among the seven species of the genera Reseda found in Saudi Arabia. Probably no information is available on regeneration by conventional method of regeneration through seeds or cuttings. Therefore, alternative method of tissue culture was attempted to regenerate and multiply the plant. High shoot regeneration (14.44 shoots/explant) was obtained after four weeks, when shoot cuttings cultured on MS containing BA at 1.0 µM. Other cytokinins e.g., Kn, 2iP and TDZ found to be less effective in bud induction and shoot multiplication. Individual shoots were rooted on MS medium supplemented with various auxins at 0.5–5.0 µM concentrations. The IBA (1.5 µM) supplemented MS media induced maximum (83.3%) rooting. The plantlets were acclimatized and hardened under greenhouse conditions in plastic pots containing soil and farm yard manure with 95.0% success. The protocol developed would help to multiply the plant as well as conserve them in natural habitat. This can also be utilized to obtain active constituents for pharmaceutics and genetic manipulations.  相似文献   

13.
Distribution, population dynamics, growth and aspects of reproductive biology of Corophium insidiosum were investigated in Monolimni lagoon. Samples were collected in July 1997 (at 30 psu S) and during February 1998–May 1999 (at 0.1–5.7 psu S). Corophium insidiosumwas almost exclusively found in the outer part of the lagoon, which showed a higher water renewal rate. Population density gradually decreased during winter and spring, when salinity was lower than 1 psu and the amphipod finally vanished from the lagoon. Salinity increase during summer (1.2–5.7 psu) was followed by the re-occurrence of C. insidiosum with a time lag of 2–3 months. Population density increased in autumn and peaked in early winter at salinities 1.6–4.2 psu. Three cohorts appeared in the population during September 1998–March 1999. Breeding activity peaked in early autumn (14–21?°C, 4 psu S) and ceased after December (2–6.5?°C, ¡1.5 psu S). The preponderance of females in the large size classes resulted in a female- biased sex ratio in the whole population. The population showed a growth rate of 7.5–11.2 μm d?1 being faster in autumn (9–21?°C, 3–4 psu S) than in winter (2–12?°C, 0.2–3 psu). An exponential relation existed between body length and cephalic length or dry body weight, while brood size was directly related to body length. Mean brood size was small (4.96 early embryos) and egg loss during development high (53%), possibly as a consequence of low salinities.  相似文献   

14.
Yokoya  Nair S.  Handro  Walter 《Hydrobiologia》1996,326(1):393-400
The role played by plant growth regulators in algae is poorly known. In order to increase the knowledge about the function of auxins and cytokinins in seaweeds, explants such as apical and intercalary segments and callus-like structures (CLS) of Grateloupia dichotoma were cultured in semi-solid or liquid artificial media ASP 12-NTA. Two auxins, indole-3-acetic acid (IAA) and 2,4-dichlorophenoxyacetic acid (2,4-D), and one cytokinin, 6-benzylaminopurine (BA), at concentrations of 0.5 and 5.0 mg l–1 were tested. Moreover, IAA and BA were tested together at concentrations of 1:5 and 5:1 mg l–1. All treatments promoted the growth of CLS in intercalary segments; CLS from apical segments were significantly higher in treatments with 2,4-D or IAA:BA (1:5 mg 1–1). The morphogenetic responses for auxins and BA were opposite, auxins inhibited while BA promoted the formation of lateral branches; however, auxins promoted the elongation of such branches. The process of plant regeneration observed on CLS was stimulated significantly by treatment with high concentration of BA or IAA:BA (1:5 mg 1–1) in semi-solid and liquid media. The growth of upright axes was stimulated significantly by treatment with 2,4-D in semi-solid medium, and IAA:BA (1:5 mg l–1) in liquid medium. These results show the importance that plant growth regulators could have in the control of growth, morphogenetic processes and micropropagation in red algae.This paper is part of the PhD thesis of NSY.  相似文献   

15.
We report an efficient somatic embryogenesis and plant regeneration system using leaf cultures of Citrullus colocynthis (L.) and assessed the effect of plant growth regulators on the regeneration process. Initially leaf explants were cultured on Murashige and Skoog medium supplemented with different concentrations of auxins viz., 2,4-dichlorophenoxyacetic acid, 1-naphthaleneacetic acid, gibberellic acid alone and along with combination of 6-benzylaminopurine. The different forms of calli such as compact, white friable, creamy friable, brownish nodular, green globular and green calli were induced from the leaf explants on MS medium containing different concentrations of auxins and gibberellins. Subsequently initial callus was subcultured at 1.5 mg L?1 BAP + 1.0 mg L?1 2,4-D which resulted in 25 % somatic embryos from 85 % nodular embryogenic nodular callus that is highest percentage. Similarly the lowest percentage of somatic embryos was recorded at 2.5 mg L?1 BAP + 0.5 mg L?1 NAA from 55 % embryogenic globular callus i.e., 16 %. High frequency of embryo development takes place at intermittent light when compared with continuous light in the individual subcultures. The cotyledonary embryos were developed into complete platelets on MS medium. In vitro regenerated plantlets were washed to remove the traces of agar and then transferred to sterile vermiculite and sand (2:1) containing pot.  相似文献   

16.
Unialgal cultures were established trom a 2.5 g branch ot a brown variant ot Kappaphycus alvarezii (Doty) Doty ex P. Silva, with the main objective to produce branches for monthly outplanting in the sea. Ditterent conditions were tested to optimize production ot branches in the laboratory. The best growth was obtained under culture conditions of 25 ± 2°C, 170–210 μmol photons m2 s?1, 14:10 LD photoperiod and salinity 32–35‰. Three culture media (Provasoli,‘F/2’and von Stosch) were tested. Deleterious ettects were observed in branches incubated continuously in full‐ or halt‐strength Provasoli's enriched seawater medium (PES). Exponential growth rates ot about 3% day?1 were obtained using PES, pulse‐fed 24 h per week, or other diluted media used continuously (one‐quarter strength ‘F/2’and half‐strength von Stosch). Laboratory‐grown branches with mean weights from 2.97 to 4.25 g were successfully introduced into the sea at Ubatuba, SP, Brazil (23°26.9′S, 45°0.3′W) an area with mean monthly seawater temperature from 20.3 to 28.5°C (extremes: 17.0–31.0°C). Transplantation of branches produced in unialgal culture, as done in the present study, avoids the risk of introduction of unwanted species into new areas.  相似文献   

17.
A new species of the genus Protoglossus is described from the west coast of the Scandinavian Peninsula. It lives buried in clay bottoms below the halocline where the salinity is at least 33–34 psu. Body small, estimated maximal length 1.5 cm. Collar broader than long, with a forward inclination. The thickest part is the collar region where it can be up to 1 mm in diameter. Proboscis colouration light pink to golden yellow; collar white with transversal yellow bands; branchial, hepatic and intestinal regions translucent pale yellow to golden yellow; brown intestine visible through the body wall. Proboscis groove extends through posterior half of proboscis. Nine to 17 pairs of gill openings, the size of the posteriormost successively smaller. It differs from the other European species, Protoglossus koehleri, in colouration, smaller size, fewer gill openings, body shape and proportions. It was sequenced (18S rRNA gene) and clustered within the family Harrimaniidae, with Saxipendium as its closest relative.  相似文献   

18.
High-frequency somatic embryogenesis was achieved from an embryogenic cell suspension culture of Acanthopanax koreanum Nakai. Stem segments were cultured on Murashige and Skoog (MS) medium containing auxins and cytokinins. Opaque and friable embryogenic callus formed on MS medium with 4.5 μm 2,4-dichlorophenoxyacetic acid (2,4-D) and 2.0 μm kinetin or zeatin, but was highest on medium containing 4.5 μm 2,4-D alone. Embryogenic calli were transferred to MS liquid medium containing 4.5 μm 2,4-D and maintained by subculture at 2-week intervals. Initiation of somatic embryogenesis and development up to the globular stage from embryogenic cell clumps occurred in medium containing 0.45 μm 2,4-D, whereas maturation and germination of somatic embryos occurred in MS medium lacking 2,4-D. Cytokinin treatment suppressed the normal growth of embryos, but stimulated secondary somatic embryogenesis from the surfaces of primary embryos. Plants from somatic embryos were acclimatized in a greenhouse. Received: 14 January 1997 / Revision received: 17 June 1997 / Accepted: 5 July 1997  相似文献   

19.
Somatic embryogenesis was achieved from cell suspension cultures of niger (Guizotia abyssinica Cass.). Initially, friable embryogenic calluses were induced from cotyledonary leaves of niger on Murashige and Skoog (MS) agar medium containing 5 μM 2,4-Dichlorophenoxyacetic acid (2,4-D) and 0.5 μM kinetin (KIN). Cell suspension cultures were established by using embryogenic calluses in MS liquid medium containing 5 μM 2,4-D and 0.5 μM KIN. Initiation of somatic embryogenesis and development up to globular stage from embryogenic cell clumps occurred in the liquid medium itself. Thereafter embryogenic cell aggregates were transferred to MS agar medium supplemented with 3 μM KIN for embryo differentiation, whereas maturation of somatic embryos occurred in MS agar medium containing 10 μM abscisic acid.  相似文献   

20.
The marine red alga Gracilaria crassa was investigated for its proximate composition, minerals, fatty acids, amino acids, and agar content to decipher its nutritional implications. The growth performance and pigments were studied under different combinations of temperature and salinity. On a dry weight basis the total lipid content was 1.30?±?0.05 %, protein was 5.18?±?0.64 %, carbohydrate was 42.0?±?1.2 %, ash was 43.18?±?1.15 %, and agar content was 21.52?±?0.73 %. Appreciable amounts of macro-, micro-nutrients (K?>?Na, Ca, Mg, and Fe), and essential amino acids (Ileu, His, Thr, Leu, and Lys) were found. Palmitic, stearic acid, and arachidonic acid were major fatty acids detected. The alga showed maximum daily growth rate (DGR %) 5.8?±?0.09 % at 25 °C, 35 ‰ salinity. The highest content of pigment R-phycoerythrin (444.7?±?1.9 μg g?1 fresh weight (FW) basis) was obtained at 25 ‰ salinity at 35 °C while that of R-phycocyanin (476.3?±?2.3 μg g?1 DW) at 30 ‰ salinity at 30 °C. This study revealed that this alga can be utilized as a potential source for food and feed. The data generated on best growth conditions will be very useful for farming of G. crassa in open sea. This alga could be used for production of natural colorants at defined control condition.  相似文献   

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