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滇池藻胆蛋白时空分布特征及其影响因素分析

刘平 魏薇 杨俊晖 李建文 左李美 孟睿 段平洲 焦立新

刘平,魏薇,杨俊晖,等.滇池藻胆蛋白时空分布特征及其影响因素分析[J].环境工程技术学报,2023,13(6):2174-2183 doi: 10.12153/j.issn.1674-991X.20230146
引用本文: 刘平,魏薇,杨俊晖,等.滇池藻胆蛋白时空分布特征及其影响因素分析[J].环境工程技术学报,2023,13(6):2174-2183 doi: 10.12153/j.issn.1674-991X.20230146
LIU P,WEI W,YANG J H,et al.Spatial and temporal distribution characteristics of phycobiliprotein in Dianchi Lake and analysis of its influencing factors[J].Journal of Environmental Engineering Technology,2023,13(6):2174-2183 doi: 10.12153/j.issn.1674-991X.20230146
Citation: LIU P,WEI W,YANG J H,et al.Spatial and temporal distribution characteristics of phycobiliprotein in Dianchi Lake and analysis of its influencing factors[J].Journal of Environmental Engineering Technology,2023,13(6):2174-2183 doi: 10.12153/j.issn.1674-991X.20230146

滇池藻胆蛋白时空分布特征及其影响因素分析

doi: 10.12153/j.issn.1674-991X.20230146
基金项目: 国家重点研发计划项目(2017YFA0605202,2021YFC3201003);国家科技基础性工作专项重点项目(2015FY110900);中央级公益性科研院所基本科研业务费专项(YSKY2023-10)
详细信息
    作者简介:

    刘平(1990—),男,工程师,主要从事滇池流域水环境监测及分析研究,1158159563@qq.com

    通讯作者:

    段平洲(1990—),男,副研究员,博士,主要从事水环境化学和污染控制技术研究,duanpz@craes.org.cn

  • 中图分类号: X524;X705

Spatial and temporal distribution characteristics of phycobiliprotein in Dianchi Lake and analysis of its influencing factors

  • 摘要:

    藻胆蛋白具有重要的经济价值,可以从藻体中提取、加工,从而实现藻泥废物的减量化与资源化。为厘清滇池水体藻胆蛋白的时空分布特征及其影响因素,于2022年不同季节进行了4次采样,在建立藻胆蛋白检测方法的基础上,分析了滇池草海、外海北部、外海中部和外海南部4个区域的藻胆蛋白时空变化特征,并基于ArcGIS建立了藻胆蛋白浓度时间和空间序列栅格数据图。结果表明:1)滇池藻胆蛋白浓度在时间上呈现夏季>秋季>春季>冬季的分布特征,在空间上呈现外海北部>外海中部>外海南部>草海的规律,且以藻蓝蛋白为主要成分,藻红蛋白的浓度较低。2)通过对各影响因子的统计分析发现,藻蓝蛋白浓度与TP浓度和BOD5存在显著的线性相关性(P<0.01),藻红蛋白浓度与营养盐的相关性较低,藻胆蛋白浓度与pH、DO浓度和透明度的线性关系显著(P<0.05)。3)对藻胆蛋白的影响因子进行分湖区讨论,结果表明氮、磷是藻胆蛋白分布的主要驱动因子,并可能受到水力条件和藻类种群类别的影响。4)草海虽然具有最高的TN、TP平均浓度,但其氮磷比(N/P)过高,蓝藻群落被绿藻取代,导致其藻胆蛋白浓度最低;外海北部具有较长的水力停留时间和较低的N/P,造成蓝藻种群占比高,藻胆蛋白的浓度最高;滇池水体春冬季的N/P显著高于夏秋季,这也是夏秋季藻胆蛋白浓度高于春冬季的主要原因之一。

     

  • 图  1  滇池流域水系和采样点分布

    Figure  1.  Water system of Dianchi Lake Basin and distribution of sampling points

    图  2  藻胆蛋白的吸光波谱和标准曲线

    注:C为藻胆蛋白浓度;A为吸光度。

    Figure  2.  Absorption spectrum and standard curve of phycobiliprotein

    图  3  滇池藻红蛋白浓度时空分布

    Figure  3.  Spatial and temporal distribution of phycoerythrin concentration in Dianchi Lake

    图  4  滇池藻蓝蛋白浓度时空分布

    Figure  4.  Spatial and temporal distribution of phycocyanin concentration in Dianchi Lake

    图  5  滇池藻类组分与环境因子相关性分析

    Figure  5.  Correlation analysis of algae components and environmental factors in Dianchi Lake

    图  6  2022年滇池水体TN、TP浓度和N/P月度变化

    Figure  6.  Monthly variation of TN, TP concentrations and N/P in Dianchi Lake in 2022

    表  1  滇池不同湖区水体TN、TP浓度与藻胆蛋白浓度皮尔逊相关系数

    Table  1.   Pearson correlation coefficient between TN, TP and phycobiliprotein concentrations in different lakes of Dianchi Lake

    湖区指标TPTNN/P藻红蛋白藻蓝蛋白
    草海TP10.079−0.613**0.1660.373*
    TN10.357*−0.115−0.152
    N/P1−0.169−0.373*
    藻红蛋白10.371
    藻蓝蛋白1
    外海北部TP10.436*0.671**0.382*0.604**
    TN10.442*−0.321*−0.396*
    N/P1−0.167−0.489*
    藻红蛋白10.424*
    藻蓝蛋白1
    外海中部TP1−0.664**−0.713**0.493*0.637**
    TN10.397*−0.2990.404*
    N/P1−0.198−0.449*
    藻红蛋白10.392*
    藻蓝蛋白1
    外海南部TP1−0.487*−0.498**0.2790.411*
    TN10.266−0.213−0.374
    N/P1−0.179−0.406*
    藻红蛋白10.383*
    藻蓝蛋白1
      注:*表示P<0.05,**表示P<0.01。
    下载: 导出CSV
  • [1] 杨贵兰, 李文军, 秦松, 等.藻胆蛋白产业领域专利技术现状与发展趋势[J]. 中国发明与专利,2021,18(4):55-62.
    [2] 李富强, 张廷新, 李晓杰, 等.藻胆蛋白源生物活性肽研究进展[J]. 中国农学通报,2021,37(27):70-76.

    LI F Q, ZHANG T X, LI X J, et al. Bioactive peptides derived from phycobiliprotein: a review[J]. Chinese Agricultural Science Bulletin,2021,37(27):70-76.
    [3] 谷洋洋, 刘冰, 杜虹, 等.高纯度藻胆蛋白的分离纯化研究进展[J]. 海洋科学,2016,40(7):170-177.

    GU Y Y, LIU B, DU H, et al. The research progress on isolation and purification of highpurified phycobiliprotein[J]. Marine Sciences,2016,40(7):170-177.
    [4] 臧帆, 秦松, 马丞博, 等.藻类特有的捕光色素蛋白: 藻红蛋白的结构、功能及应用[J]. 科学通报,2020,65(7):565-576. doi: 10.1360/TB-2019-0487

    ZANG F, QIN S, MA C B, et al. Structure, function and applications of phycoerythrin: a unique light harvesting protein in algae[J]. Chinese Science Bulletin,2020,65(7):565-576. doi: 10.1360/TB-2019-0487
    [5] 武康, 汪家权, 赵冰冰, 等.柱层析法纯化藻胆蛋白的紫外-可见光谱特征研究与机理分析[J]. 光谱学与光谱分析,2020,40(4):1107-1112.

    WU K, WANG J Q, ZHAO B B, et al. Ultraviolet-visible spectral characteristics and mechanism analysis of purification of phycobiliprotein by column chromatography[J]. Spectroscopy and Spectral Analysis,2020,40(4):1107-1112.
    [6] 梁英, 闫译允, 黄徐林, 等.NaHSO3对两种微藻生长及胞外多糖和藻胆蛋白含量的影响[J]. 中国海洋大学学报(自然科学版),2020,50(1):21-29.

    LIANG Y, YAN Y Y, HUANG X L, et al. Effects of NaHSO3 on the growth and extracellular polysaccharide and phycobiliprotein contents of two microalgae[J]. Periodical of Ocean University of China,2020,50(1):21-29.
    [7] 梁英, 胡乃霞, 黄徐林, 等.氮源对紫球藻和蓝隐藻胞外多糖及藻胆蛋白含量的影响[J]. 中国海洋大学学报(自然科学版),2020,50(5):31-39.

    LIANG Y, HU N X, HUANG X L, et al. Effects of nitrogen sources on exopolysaccharide and phycobiliprotein contents of Porphyridium sp. and Chroomonas placoidea[J]. Periodical of Ocean University of China,2020,50(5):31-39.
    [8] 高伟, 程国微, 严长安, 等.1988—2018年滇池氮磷比的时空演变特征与原因解析[J]. 湖泊科学,2021,33(1):64-73. doi: 10.18307/2021.0105

    GAO W, CHENG G W, YAN C A, et al. Identifying spatiotemporal alteration of nitrogen to phosphorus ratio of Lake Dianchi and its driving forces during 1988-2018[J]. Journal of Lake Sciences,2021,33(1):64-73. doi: 10.18307/2021.0105
    [9] WANG Q, SUN L, ZHU Y, et al. Hysteresis effects of meteorological variation-induced algal blooms: a case study based on satellite-observed data from Dianchi Lake, China (1988-2020)[J]. Science of the Total Environment,2022,812:152558. doi: 10.1016/j.scitotenv.2021.152558
    [10] 蒋尖尖, 胡文, 叶春, 等.近60年滇池水生态系统演替及驱动因子[J]. 环境工程技术学报,2023,13(2):541-551.

    JIANG J J, HU W, YE C, et al. Succession and driving factors of Lake Dianchi aquatic ecosystem in the past 60 years[J]. Journal of Environmental Engineering Technology,2023,13(2):541-551.
    [11] 侯秀丽, 苑春刚, 李学平, 等.滇池氮磷浓度变化对蓝、绿、硅藻年际变化的影响[J]. 水生态学杂志,2018,39(1):16-22.

    HOU X L, YUAN C G, LI X P, et al. Effect of nitrogen and phosphorus concentrations on the planktonic algae dynamics in Dianchi Lake[J]. Journal of Hydroecology,2018,39(1):16-22.
    [12] 施凤宁, 阳辉, 刘湘伟, 等.滇池外海藻类时空分布及其与环境因素间非线性相关分析[J]. 水生生物学报,2022,46(7):1070-1079.

    SHI F N, YANG H, LIU X W, et al. Spatial-temporal distribution of phytoplankton in Waihai of Dianchi Lake and its nonlinear correlation analysis with environmental factors[J]. Acta Hydrobiologica Sinica,2022,46(7):1070-1079.
    [13] 程宇凯, 秦可娜, 魏亮亮, 等.富营养化湖泊中藻类蛋白特征及其资源化开发[J]. 哈尔滨商业大学学报(自然科学版),2015,31(2):201-205.

    CHENG Y K, QIN K N, WEI L L, et al. Characteristics and resourced utilization of algae proteins in eutrophication water bodies[J]. Journal of Harbin University of Commerce (Natural Sciences Edition),2015,31(2):201-205.
    [14] 赵以军, 王旭, 程凯.滇池微囊藻“水华”藻胆蛋白资源化研究[J]. 华中师范大学学报(自然科学版),1998,32(3):333-336.

    ZHAO Y J, WANG X, CHENG K. Research on phycobiliproteins from microsystis in Dianchi Lake, China[J]. Journal of Central China Normal University (Natural Sciences),1998,32(3):333-336.
    [15] 柳后起, 朱勇坤, 王帆.蓝藻控制与资源化[J]. 环境保护与循环经济,2022,42(7):4-7. doi: 10.3969/j.issn.1674-1021.2022.07.002

    LIU H Q, ZHU Y K, WANG F. Control and resource utilization of cyanobacteria[J]. Environmental Protection and Circular Economy,2022,42(7):4-7. doi: 10.3969/j.issn.1674-1021.2022.07.002
    [16] 何涛, 苏雨, 张发宇, 等.巢湖蓝藻藻蓝蛋白纯化工艺的优化[J]. 中国生物制品学杂志,2019,32(3):319-323.

    HE T, SU Y, ZHANG F Y, et al. Optimization of purification procedure for phycocyanin from cyanobacteria from Chaohu Lake[J]. Chinese Journal of Biologicals,2019,32(3):319-323.
    [17] 于娇, 胡晓, 杨贤庆, 等.海洋藻类藻胆蛋白的提取、纯化与应用研究进展[J]. 食品工业科技,2018,39(11):314-318.

    YU J, HU X, YANG X Q, et al. Advances in extraction, purification and application of phycobiliprotein from marine algae[J]. Science and Technology of Food Industry,2018,39(11):314-318.
    [18] 台丹丹, 赵明日, 孙力.红藻多管藻(Polysiphonia urceolata)R-藻蓝蛋白、别藻蓝蛋白吸收系数测定及藻胆体藻胆蛋白组成分析[J]. 烟台大学学报(自然科学与工程版),2021,34(3):272-281.

    TAI D D, ZHAO M R, SUN L. Light absorption coefficient determination of R-phycocyanin and allophycocyanin and phycobiliptrotein composition analysis of phycobilisomes from Polysiphonia urceolata[J]. Journal of Yantai University (Natural Science and Engineering Edition),2021,34(3):272-281.
    [19] BEER S, ESHEL A. Determining phycoerythrin and phycocyanin concentrations in aqueous crude extracts of red algae[J]. Marine and Freshwater Research,1985,36(6):785. doi: 10.1071/MF9850785
    [20] 薛志欣, 杨桂朋, 马晓梅, 等.分光光度法测定藻胆蛋白含量的研究[J]. 鲁东大学学报(自然科学版),2008,24(3):250-253.

    XUE Z X, YANG G P, MA X M, et al. Study on determination of phycobiliprotein content by spectrophotometry[J]. Journal of Ludong University (Natural Science Edition),2008,24(3):250-253.
    [21] 李奇科, 高彦祥.藻蓝蛋白色素稳定性及其递送体系研究进展[J]. 中国食品学报,2022,22(9):349-364.

    LI Q K, GAO Y X. Research progress of the color-shade stability and delivery systems of phycocyanin[J]. Journal of Chinese Institute of Food Science and Technology,2022,22(9):349-364.
    [22] 张静, 韦玉春, 王国祥, 等.太湖水体中藻蓝蛋白的紫外-可见吸收光谱特征分析[J]. 光谱学与光谱分析,2014,34(5):1297-1301. doi: 10.3964/j.issn.1000-0593(2014)05-1297-05

    ZHANG J, WEI Y C, WANG G X, et al. UV-vis spectrum characteristics of phycocyanin in water from Taihu Lake[J]. Spectroscopy and Spectral Analysis,2014,34(5):1297-1301. doi: 10.3964/j.issn.1000-0593(2014)05-1297-05
    [23] 李加龙, 罗纯良, 吕恒, 等.2002—2018年滇池外海蓝藻水华暴发时空变化特征及其驱动因子[J]. 生态学报,2023,43(2):878-891.

    LI J L, LUO C L, LÜ H, et al. Spatio-temporal variation characteristics and driving factors of cyanobacteria bloom off Dianchi Lake from 2002 to 2018[J]. Acta Ecologica Sinica,2023,43(2):878-891.
    [24] 杨枫, 许秋瑾, 宋永会, 等.滇池流域水生态环境演变趋势、治理历程及成效[J]. 环境工程技术学报,2022,12(3):633-643.

    YANG F, XU Q J, SONG Y H, et al. Evolution trend, treatment process and effect of water ecological environment in Dianchi Lake Basin[J]. Journal of Environmental Engineering Technology,2022,12(3):633-643.
    [25] 郑丙辉, 彭嘉玉, 胡小贞, 等.2017年滇池外海水质异常下降原因及对策[J]. 环境工程技术学报,2018,8(5):465-472.

    ZHENG B H, PENG J Y, HU X Z, et al. The cause for abnormal water quality deterioration of Waihai of Dianchi Lake in 2017 and the countermeasures[J]. Journal of Environmental Engineering Technology,2018,8(5):465-472.
    [26] YANG K, YU Z Y, LUO Y, et al. Spatial and temporal variations in the relationship between lake water surface temperatures and water quality: a case study of Dianchi Lake[J]. Science of the Total Environment,2018,624:859-871. doi: 10.1016/j.scitotenv.2017.12.119
    [27] CAO X, WANG Y Q, HE J, et al. Phosphorus mobility among sediments, water and cyanobacteria enhanced by cyanobacteria blooms in eutrophic Lake Dianchi[J]. Environmental Pollution,2016,219:580-587. doi: 10.1016/j.envpol.2016.06.017
    [28] 刘绍俊, 施艳峰, 翟竟余, 等.星云湖微囊藻密度周年变化及其与水质指标的关系[J]. 环境化学,2021,40(7):2064-2072.

    LIU S J, SHI Y F, ZHAI J Y, et al. Annual variations of Microcystis density and their relationships with water quality indices in Xingyun Lake[J]. Environmental Chemistry,2021,40(7):2064-2072.
    [29] WANG J H, LI C, XU Y P, et al. Identifying major contributors to algal blooms in Lake Dianchi by analyzing river-lake water quality correlations in the watershed[J]. Journal of Cleaner Production,2021,315:128144. doi: 10.1016/j.jclepro.2021.128144
    [30] 李乐, 王海芳, 王圣瑞, 等.滇池河流氮入湖负荷时空变化及形态组成贡献[J]. 环境科学研究,2016,29(6):829-836.

    LI L, WANG H F, WANG S R, et al. Spatial and temporal changes in nitrogen loading of rivers into Dianchi Lake and contributions of different components[J]. Research of Environmental Sciences,2016,29(6):829-836.
    [31] LIU Y, JIANG Q S, SUN Y X, et al. Decline in nitrogen concentrations of eutrophic Lake Dianchi associated with policy interventions during 2002-2018[J]. Environmental Pollution,2021,288:117826. doi: 10.1016/j.envpol.2021.117826
    [32] 焦立新, 赵海超, 王圣瑞, 等.洱海水体氮磷时空分布及其对ρ(Chla)的影响[J]. 环境科学研究,2013,26(5):527-533.

    JIAO L X, ZHAO H C, WANG S R, et al. Temporal and spatial distribution of nitrogen and phosphorus in water body of Erhai Lake and effect on concentration of chlorophyll-a[J]. Research of Environmental Sciences,2013,26(5):527-533.
    [33] 刘玉生, 韩梅, 梁占彬, 等.光照、温度和营养盐对滇池微囊藻生长的影响[J]. 环境科学研究,1995,8(6):7-11.

    LIU Y S, HAN M, LIANG Z B, et al. Influence of light intensity, temperature and nutrients on the growth of Microcystis in water of Dianchi Lake[J]. Research of Environmental Sciences,1995,8(6):7-11.
    [34] HUO S L, XIAO Z, LI X C, et al. Long-term succession of Microcystis genotypes is driven by hydrological conditions and anthropogenic nutrient loading in a large shallow lake[J]. Journal of Hydrology,2022,606:127451. doi: 10.1016/j.jhydrol.2022.127451
    [35] XIE Y C, SHENG Y Z, LI D N, et al. Change of the structure and assembly of bacterial and photosynthetic communities by the ecological engineering practices in Dianchi Lake[J]. Environmental Pollution,2022,315:120386. doi: 10.1016/j.envpol.2022.120386
    [36] PAGELS F, GUEDES A C, AMARO H M, et al. Phycobiliproteins from cyanobacteria: chemistry and biotechnological applications[J]. Biotechnology Advances,2019,37(3):422-443. doi: 10.1016/j.biotechadv.2019.02.010
    [37] ZHENG X N, WU D X, HUANG C Q, et al. Impacts of hydraulic retention time and inflow water quality on algal growth in a shallow lake supplied with reclaimed water[J]. Water Cycle,2022,3:71-78. doi: 10.1016/j.watcyc.2022.04.004
    [38] 周静, 苟婷, 张洛红, 等.流速对不同浮游藻类的生长影响研究[J]. 生态科学,2018,37(6):75-82.

    ZHOU J, GOU T, ZHANG L H, et al. The effect of flow velocity on the growth of different phytoplankton[J]. Ecological Science,2018,37(6):75-82.
    [39] 马巍, 浦承松, 罗佳翠, 等.滇池水动力特性及其对北岸蓝藻堆积驱动影响[J]. 水利学报,2013,44(增刊 1):22-27.

    MA W, PU C S, LUO J C, et al. Hydrodynamic characteristics of Dianchi Lake and its influence on accumulation of blue-green algae in Dianchi Lake[J]. Journal of Hydraulic Engineering,2013,44(Suppl 1):22-27.
    [40] WANG J H, YANG C, HE L Q S, et al. Meteorological factors and water quality changes of Plateau Lake Dianchi in China (1990-2015) and their joint influences on cyanobacterial blooms[J]. Science of the Total Environment,2019,665:406-418. doi: 10.1016/j.scitotenv.2019.02.010
    [41] HE J, WU X, ZHI G Q, et al. Fluorescence characteristics of DOM and its influence on water quality of rivers and lakes in the Dianchi Lake Basin[J]. Ecological Indicators,2022,142:109088. doi: 10.1016/j.ecolind.2022.109088
    [42] FENG L, DAI Y H, HOU X J, et al. Concerns about phytoplankton bloom trends in global lakes[J]. Nature,2021,590(7846):E35-E47. doi: 10.1038/s41586-021-03254-3
    [43] 吕萍, 李慧莉, 徐勇, 等.营养物质对铜绿微囊藻生长和藻际细菌的影响[J]. 环境科学,2022,43(10):4502-4510.

    LÜ P, LI H L, XU Y, et al. Effects of nutrients on the growth of Microcystis aeruginosa and bacteria in the phycosphere[J]. Environmental Science,2022,43(10):4502-4510.
    [44] 谭啸, 石琳, 段志鹏, 等.氮磷比对微囊藻与栅藻磷赋存及分配的影响[J]. 湖泊科学,2022,34(5):1461-1470. doi: 10.18307/2022.0505

    TAN X, SHI L, DUAN Z P, et al. Influence of N: P ratio on the phosphorus accumulation and distribution of Microcystis and Scenedesmus[J]. Journal of Lake Sciences,2022,34(5):1461-1470. doi: 10.18307/2022.0505
    [45] 孔欣, 张树林, 戴伟, 等.氮、磷营养盐对铜绿微囊藻生长的影响[J]. 水产科技情报,2020,47(5):296-300.

    KONG X, ZHANG S L, DAI W, et al. Effects of nitrogen and phosphorus nutrients on the growth of Microcystis aeruginosa[J]. Fisheries Science & Technology Information,2020,47(5):296-300.
    [46] 赵嶝科, 刘慧, 张少斌, 等.Ni2+对钝顶螺旋藻生长及藻胆蛋白含量的影响[J]. 水产科学,2021,40(1):128-132.

    ZHAO D K, LIU H, ZHANG S B, et al. Effects of nickel (Ni2+) on growth, spectral characteristics and phycobiliprotein content of alga spirulinaplatensis[J]. Fisheries Science,2021,40(1):128-132.
    [47] 马玉心, 叶立果, 崔大练, 等.不同质量浓度NaCl对钝顶螺旋藻生长及营养物质含量的影响[J]. 安徽农业科学,2018,46(18):13-15.

    MA Y X, YE L G, CUI D L, et al. Effects of NaCl concentrations on the growth and nutrient content of Spirulina platensis[J]. Journal of Anhui Agricultural Sciences,2018,46(18):13-15.
    [48] LIMRUJIWAT K, SUPAN S, KHETKORN W. Cyanobacterial biodiversity from Thai karstic caves as a potential source for phycobiliprotein production[J]. Algal Research,2022,64:102666. ◇ doi: 10.1016/j.algal.2022.102666
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  • 收稿日期:  2023-02-23
  • 网络出版日期:  2023-11-24

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