Abstract
In the present study, influence of temperature and dairy industry waste water (DIWW) concentration on the growth of Chlorella pyrenoidosa has been done along with the thermodynamic analysis of different functions viz. change in enthalpy (∆H), change in entropy (∆S), free energy change (∆G), and activation energy (Ea) to study the impact on cell size distribution and morphological changes. Among the studied temperatures, higher biomass productivity was observed at 35 °C at 75% of DIWW. Thermodynamic analysis showed the spontaneous and exothermic nature of growth of C. pyrenoidosa. Experimental data have significantly proven the kinetic and thermodynamics functions with 35 °C temperature, ∆H (− 46.78 kJ mol−1), ∆S (− 0.10 kJ mol−1), ∆G (− 14.8 kJ mol-1), and Ea (49.28 kJ mol−1). At this temperature, size distribution showed maximum percentage (48%) cells were of 6540 nm, whereas the minimum percentage (3%) cells were of 2750 nm. SEM–EDX study revealed that increase in temperature leads to increase in roughness and elemental deposition of metal on cell surface.
Similar content being viewed by others
References
Ahmad S, Pathak VV, Kothari R, Kumar A, Krishna SBN (2018) Optimization of nutrient stress using C. pyrenoidosa for lipid and biodiesel production in integration with remediation in dairy industry wastewater using response surface methodology. 3 Biotech 8:326
Ahmad S, Kothari R, Pathania D, Tyagi VV (2019) Optimization of nutrients from wastewater using RSM for augmentation of Chlorella pyrenoidosa with enhanced lipid productivity, FAME content, and its quality assessment using fuel quality index. Biomass Convers Biorefin. https://doi.org/10.1007/s13399-019-00443-z
APHA, AWWA, WEF (2012) Standard methods for examination of water and wastewater, 22nd edn. American Public Health Association, Washington, p 1360 (ISBN 978-087553-013-0)
Ashok V, Shriwastav A, Bose P, Gupta SK (2019) Phycoremediation of wastewater using algal-bacterial photobioreactor: effect of nutrient load and light intensity. Bioresour Technol Rep 7:100205
Bajguz A (2009) Brassinosteroid enhanced the level of abscisic acid in Chlorella vulgaris subjected to short-term heat stress. J Plant Physiol 8:882–886
Bisova K, Zachleder V (2014) Cell-cycle regulation in green algae dividing by multiple fission. J Exp Bot 10:2585–2602
Bita C, Gerats T (2013) Plant tolerance to high temperature in a changing environment: scientific fundamentals and production of heat stress-tolerant crops. Front Plant Sci 4:273
Bramburger AJ, Reavie ED, Sgro GV, Estepp LR, Chraïbi VS, Pillsbury RW (2017) Decreases in diatom cell size during the 20th century in the Laurentian Great Lakes: a response to warming waters. J Plankton Res 39:199–210
Brown JH, West GB, Enquist BJ (2005) Yes, West, Brown and Enquist’s model of allometric scaling is both mathematically correct and biologically relevant. Funct Ecol 19:735–738
Campbell K, Herrera-Dominguez L, Correia-Melo C, Zelezniak A, Ralser M (2017) Biochemical principles enabling metabolic cooperativity and phenotypic heterogeneity at the single cell level. Curr Opin Syst Biol 8:97–108
Cassidy KO (2012) Evaluating algal growth at different temperatures. Thesis, University of Kentucky, UK
Gonzalez-Meler MA, Taneva LINA, Trueman RJ (2004) Plant respiration and elevated atmospheric CO2 concentration: cellular responses and global significance. Ann Bot 94:647–656
Darley WM (1982) Algal biology: a physiological approach, 9th edn. Blackwell, Oxford, p 1168
Finkel ZV, Beardall J, Flynn KJ, Quigg A, Rees TAV, Raven JA (2010) Phytoplankton in a changing world: cell size and elemental stoichiometry. J Plankton Res 32:119–137
Harris GP (1986) Phytoplankton ecology: structure, function and fluctuation. Chapman and Hall, New York
Huang W, Li B, Zhang C, Zhang Z, Lei Z, Lu B, Zhou B (2015) Effect of algae growth on aerobic granulation and nutrients removal from synthetic wastewater by using sequencing batch reactors. Bioresour Technol 179:187–192
Jayakumar R, Rajasimman M, Karthikeyan C (2015) Optimization, equilibrium, kinetic, thermodynamic and desorption studies on the sorption of Cu (II) from an aqueous solution using marine green algae: Halimeda gracilis. Ecotox Environ Saf 121:199–210
Juneja A, Ceballos RM, Murthy GS (2013) Effects of environmental factors and nutrient availability on the biochemical composition of algae for biofuels production: a review. Energies 6:4607–4638
Kang D, Kim K, Jang Y, Moon H, Ju D, Kwon G, Jahng D (2018) Enhancement of wastewater treatment efficiency through modulation of aeration and blue light on wastewater-borne algal-bacterial consortia. Int Biodeterior Biodegrad 135:9–18
Kothari R, Pandey A, Ahmad S, Kumar A, Pathak VV, Tyagi VV (2017) Microalgal cultivation for value-added products: a critical enviro-economical assessment. 3 Biotech 7:243
Kothari R, Pathak VV, Pandey A, Ahmad S, Srivastava C, Tyagi VV (2017b) A novel method to harvest Chlorella sp. via low cost bioflocculant: influence of temperature with kinetic and thermodynamic functions. Bioresour Technol 225:84–89
Larras F, Lambert AS, Pesce S, Rimet F, Bouchez A, Montuelle B (2013) The effect of temperature and a herbicide mixture on freshwater periphytic algae. Ecotoxicol Environ Saf 98:162–170
Li B, Zhang T, Yang Z (2019) Immobilizing unicellular microalga on pellet-forming filamentous fungus: can this provide new insights into the remediation of arsenic from contaminated water? Bioresour Technol 284:231–239
Liu X, Ying K, Chen G, Zhou C, Zhang W, Zhang X, Tao Y (2017) Growth of Chlorella vulgaris and nutrient removal in the wastewater in response to intermittent carbon dioxide. Chemosphere 186:977–985
Lucia U (2015) Bioengineering thermodynamics of biological cells. Theor Biol Med Model 12:29
Mackey KR, Paytan A, Caldeira K, Grossman A, Moran D, McIlvin M, Saito M (2013) Effect of temperature on photosynthesis and growth in marine Synechococcus. Plant Physiol 63(2):815–829
Malakootian M, Hatami B, Dowlatshahi S, Rajabizadeh A (2016) Growth and lipid accumulation in response to different cultivation temperatures in Nannochloropsis oculata for biodiesel production. Environ Health Eng Manag J 1:29–34
Mathur S, Agrawal D, Jajoo A (2014) Photosynthesis: response to high temperature stress. J Photochem Photobiol B Biol 137:116–126
Mondal M, Shrayanti G, Ashmita G, Gunapati O, Tiwari ON, Papita D, Gayen K, Mandal MK, Halder GN (2017) Production of biodiesel from microalgae through biological carbon capture: a review. 3 Biotech 7:99
Parmesan C (2006) Ecological and evolutionary responses to recent climate change. Annu Rev Ecol Evol Syst 37:637–669
Pasaribu B, Li YS, Kuo PC, Lin IP, Tew KS, Tzen JT, Liao YK, Chen CS, Jiang PL (2016) The effect of temperature and nitrogen deprivation on cell morphology and physiology of Symbiodinium. Oceanologia 58(4):272–278
Peter KH, Sommer U (2015) Interactive effect of warming, nitrogen and phosphorus limitation on phytoplankton cell size. Ecol Evol 5:1011–1024
Piontek J, Handel N, Langer G, Wohlers J, Riebesell U, Engel A (2009) Effects of rising temperature on the formation and microbial degradation of marine diatom aggregates. Aquat Microb Ecol 54:305–318
Ras M, Steyer JP, Bernard O (2013) Temperature effect on microalgae: a crucial factor for outdoor production. Rev Env Sci Biotech 12(2):153–164
Rasconi S, Gall A, Winter K, Kainz M (2015) Increasing water temperature triggers dominance of freshwater picoplankton. PLoS ONE 10(10):e0140449
Rhee GY (1982) Effects of environmental factors and their interactions on phytoplankton growth. Adv Microb Ecol 6:33–74
Sammarco PW, Strychar KB (2013) Responses to high seawater temperatures in Zooxanthellate Octocorals. PLoS ONE 8(2):54989
Shukla M, Kumar S (2018) Algal growth in photosynthetic algal microbial fuel cell and its subsequent utilization for biofuels. Renew Sust Energ Rev 82:402–414
Shurair M, Almomani F, Bhosale R, Khraisheh M, Qiblawey H (2019) Harvesting of intact microalgae in single and sequential conditioning steps by chemical and biological based–flocculants: effect on harvesting efficiency, water recovery and algal cell morphology. Bioresour Technol 281:250–259
Simionato D, Block MA, La Rocca N, Jouhet J, Marechal E, Finazzi G, Morosinotto T (2013) Response of Nannochloropsis gaditana to nitrogen starvation includes a de novo biosynthesis of triacylglycerols, a decrease of chloroplast galactolipids and a reorganization of the photosynthetic apparatus. Eukaryot Cell 12(5):665–676
Singh SP, Singh P (2014) Effect of CO2 concentration on algal growth: a review. Renew Sust Energ Rev 38:172–179
Singh SP, Singh P (2015) Effect of temperature and light on the growth of algae species: a review. Renew Sust Energ Rev 50:431–444
Teleken JT, Galvao AC, Da Silva RW (2018) Use of modified Richards model to predict isothermal and non-isothermal microbial growth. Braz J Microbiol 49(3):614–620
Tikkanen M, Grieco M, Nurmi M, Rantala M, Suorsa M, Aro EM (2012) Regulation of the photosynthetic apparatus under fluctuating growth light. Philos Trans R Soc 367:3486–3493
Ugwu CU, Aoyagi H, Uchiyama H (2007) Influence of irradiance, dissolved oxygen concentration, and temperature on the growth of Chlorella sorokiniana. Photosynthetica 2:309–311
Yadala S, Cremaschi S (2014) Design and optimization of artificial cultivation units for algae production. Energy 78:23–39
Yvondurocher G, Montoya JM, Trimmer M, Woodward GUY (2011) Warming alters the size spectrum and shifts the distribution of biomass in freshwater ecosystems. Glob Change Biol 17:1681–1694
Zhou H, Li X, Xu G, Yu H (2018) Overview of strategies for enhanced treatment of municipal/domestic wastewater at low temperature. Sci Total Environ 643:225–237
Acknowledgements
The authors and co-authors of the article are very thankful to UGC, India for proving financial assistance and to Head, Department of Environmental Science and Director, USIC of BBAU, Lucknow, India.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interests.
Ethical approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Rights and permissions
About this article
Cite this article
Ahmad, S., Kothari, R., Shankarayan, R. et al. Temperature dependent morphological changes on algal growth and cell surface with dairy industry wastewater: an experimental investigation. 3 Biotech 10, 24 (2020). https://doi.org/10.1007/s13205-019-2008-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s13205-019-2008-x