Abstract
The genus Opuntia belonging to the family Cactaceae includes taxa, which are not sufficiently known from an ethnobotanical and systematics point of view in Pakistan. The present study is focused on taxonomic and comprehensive information on the floristic diversity and ethnomedicinal properties of cactus Opuntia plants. Detailed surveys of habitats containing naturalized populations of Opuntia spp. were made to select study sites. Although introduced at different times, they have adapted to the semi-arid environment and established in the wild for different uses. Based on field surveys and a literature review, we found an impressive population of an invasive Opuntia species. These semi-arid resistant plants are grown worldwide for its multifunctional proprieties. Research activities and comprehensive documentation on a different aspect of Opuntia species, e.g., Opuntia dillenii, Opuntia ficus-indica, and Opuntia monacantha from Pakistan, were provided about their morphology, geographic distribution, phenology, habitat, herbarium, and living materials. In addition, field collections (photographic records) were made. This study is also enriched by our observations on the palyno-anatomical features of three cactus Opuntia species. The ethnomedicinal studies on Opuntia spp. were accomplished to know about the species’ traditional knowledge record and varieties of its uses by the folk peoples. Due to their economic importance, Opuntia will remain an interminable source of products with functions for food and livestock and contribute to the population’s food security in marginalized areas. This book chapter summarizes current knowledge of Opuntia cacti’s taxonomic studies, emphasizing its use as food and medicine.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Ahmed, M., Tanbouly, N. E., Islam, W., Sleem, A., & Senousy, A. E. (2005). Anti-inflammatory flavonoids from Opuntia dillenii (Ker-Gawl) Haw. flowers growing in Egypt. Phytotherapy Research: An International Journal Devoted to Pharmacological and Toxicological Evaluation of Natural Product Derivatives, 19(9), 807–809.
Alarcon-Aguilar, F. J., Valdes-Arzate, A., Santiago Xolalpa-molina, T. B., Jimenez-estrada, M., Hern, E., & Roman-ramos, R. (2003). Hypoglycemic activity of two polysaccharides isolated from Opuntia ficus-indica and O. streptacantha. Proceedings of the Western Pharmacology Society, 46, 139–142.
Anderson, E. F. (2001). The cactus family. Timber Press.
Araújo, J. S., Azevedo, A. A., Silva, L. C., & Meira, R. M. S. A. (2010). Leaf anatomy as an additional taxonomy tool for 16 species of Malpighiaceae found in the Cerrado area (Brazil). Plant Systematics and Evolution, 286(1–2), 117–131.
Arba, M., Falisse, A., Choukr-Allah, R., & Sindic, M. (2017). Biology, flowering and fruiting of the cactus Opuntia spp.: A review and some observations on three varieties in Morocco. Brazilian Archives of Biology and Technology, 60, 1–11.
Arias, S., & Véliz, M. (2006). Di versidad y distribución de las cactáceas de Guatemala. Biodiversidad de Guatemala, 1, 219–238.
Bari, M. N., Zubair, M., Rizwan, K., Rasool, N., Bukhari, I. H., Akram, S., Bokhari, T. H., Shahid, M., Hameed, M., & Ahmad, V. U. (2012). Biological activities of Opuntia monacantha cladodes. Journal of the Chemical Society of Pakistan, 34(4), 990–995.
Barthlott, A. E., Brown, R., & Portland, T. P. (2001). The Cactus Family. Timber Press.
Britton, N., & Rose, J. (1919). The Cactaceae Juss.: Descriptions and illustrations of plants of the cactus family. Washington.
Calvente, A. M., Andreata, R. H., & Vieira, R. C. (2008). Stem anatomy of Rhipsalis (Cactaceae) and its relevance for taxonomy. Plant Systematics and Evolution, 276(1–2), 1–7.
Casado, R., Uriarte, I., Cavero, R. Y., & Calvo, M. I. (2008). LC-PAD determination of mescaline in cactus “peyote” (Lophophora williamsii). Chromatographia, 67(7–8), 665–667.
Castellar, M., Solano, F., & Obón, J. (2012). Betacyanin and other antioxidants production during growth of Opuntia stricta (Haw.) fruits. Plant Foods for Human Nutrition, 6(4), 337–343.
Cervantes, A., Terrazas, T., & Hernández, H. M. (2009). Foliar architecture and anatomy of Bernardia and other genera of Acalyphoideae (Euphorbiaceae). Brittonia, 61(4), 375–391.
Chang, S. F., Hsieh, C. L., & Yen, G. C. (2008). The protective effect of Opuntia dillenii Haw fruit against low-density lipoprotein peroxidation and its active compounds. Food Chemistry, 106(2), 569–575.
Cho, J. Y., Park, S. C., Kim, T. W., Kim, K. S., Song, J. C., Lee, H. M., Sung, H. J., Rhee, M. H., Kim, S. K., & Park, H. J. (2006). Radical scavenging and anti-inflammatory activity of extracts from Opuntia humifusa Raf. Journal of Pharmacy and Pharmacology, 58(1), 113–119.
De Groot, S. J. (2011). Collecting and Processing cacti into herbarium specimens, using ethanol and other methods. Systematic Botany, 36(4), 981–989.
Dunthorn, M. (2009). Foliar anatomy and fiber motifs in Mammea (Clusiaceae, Kielmeyeroideae). Plant Systematics and Evolution, 280(3–4), 153–166.
Eggli, U. (1984). Stomatal types of Cactaceae. Plant Systematics and Evolution, 146(3–4), 197–214.
El Kossori, R. L., Villaume, C., El Boustani, E., Sauvaire, Y., & Méjean, L. (1998). Composition of pulp, skin and seeds of prickly pears fruit (Opuntia ficus indica sp.). Plant Foods for Human Nutrition, 52(3), 263–270.
ElBehi, A., Orlandi, F., Bonofiglio, T., Romano, B., Fornaciari, M., Inglese, P., Sortino, G., & Liguori, G. (2013). Pollen Morphology and Reproductive Performances in Opuntia ficus-indica (L.) Mill. VIII International Congress on Cactus Pear and Cochineal, 1067, 217–223.
Erdtman, G. (1952). Pollen morphology and taxonomy. Angiosperms. Almquist & Wilksell.
Erdtman, G. (1966). Pollen [and spoor] morphology, plant taxonomy: An introduction to palynology. Angiosperms. Hafner.
Faigón, A., Galati, B., Rosenfeldt, S., & Kiesling, R. (2011). Epidermal Characters of Pterocactus (Opuntioideae, Cactaceae). Haseltonia, 16(1), 57–66.
Felker, P., & Inglese, P. (2003). Short-term and long-term research needs for Opuntia ficus-indica (L.) Mill. utilization in arid areas. Journal of the Professional Association for Cactus Development, 5, 131–151.
Fernández-López, J. A., Almela, L., Obón, J. M., & Castellar, R. (2010). Determination of antioxidant constituents in cactus pear fruits. Plant Foods for Human Nutrition, 65(3), 253–259.
Feugang, J. M., Konarski, P., Zou, D., Stintzing, F. C., & Zou, C. (2006). Nutritional and medicinal use of Cactus pear (Opuntia spp.) cladodes and fruits. Frontiers in Bioscience, 11(1), 2574–2589.
Galati, E., Tripodo, M., Trovato, A., Miceli, N., & Monforte, M. (2002). Biological effect of Opuntia ficus indica (L.) Mill. (Cactaceae) waste matter: Note I: Diuretic activity. Journal of Ethnopharmacology, 79(1), 17–21.
Galvez, M. J., Castro, H. A., & Villamil, C. B. (2009). Antigenic patterns of seed proteins in Opuntioideae (Cactaceae). Biochemical Systematics and Ecology, 37(2), 91–97.
Gao, J., Han, Y. L., Jin, Z. Y., Xu, X. M., Zha, X. Q., Chen, H. Q., & Yin, Y. Y. (2015). Protective effect of polysaccharides from Opuntia dillenii Haw. fruits on streptozotocin-induced diabetic rats. Carbohydrate Polymers, 124, 25–34.
Garralla, S., & Cuadrado, G. A. (2007). Pollen morphology of Austrocylindropuntia Backeb, Maihueniopsis Speg., Opuntia Mill. and Tephrocactus Lem. (Cactaceae, Opuntioideae) of Argentina. Review of Palaeobotany and Palynology, 146(1–4), 1–17.
Gasson, P. (1981). Epidermal anatomy of some North American globular cacti. The Cactus and Succulent Journal of Great Britain, 43(4), 101–108.
Hahm, S. W., Park, J., & Son, Y. S. (2010). Opuntia humifusa partitioned extracts inhibit the growth of U87MG human glioblastoma cells. Plant Foods for Human Nutrition, 65(3), 247–252.
Hartl, W. P., Klapper, H., Barbier, B., Ensikat, H. J., Dronskowski, R., Müller, P., Ostendorp, G., Tye, A., Bauer, R., & Barthlott, W. (2007). Diversity of calcium oxalate crystals in Cactaceae. Botany, 85(5), 501–517.
Hernández-Pérez, T., Carrillo-López, A., Guevara-Lara, F., Cruz-Hernández, A., & Paredes-López, O. (2005). Biochemical and nutritional characterization of three prickly pear species with different ripening behavior. Plant Foods for Human Nutrition, 60(4), 195–200.
Heuzé, V., & Tran, G. (2017). Prickly pear (Opuntia ficus-indica). In: Feedipedia, a programme by INRA, CIRAD, AFZ, and FAO.
Huang, D. J., Zhou, Q., Jin, W. G., & Liao, X. F. (2008). Study on extraction and antioxidant activity of polysaccharides from Opuntia dillenii Haw. Food Research and Development, 11, 1–8.
Kalegowda, P., Chauhan, A. S., & Urs, S. M. N. (2017). Opuntia dillenii (Ker-Gawl) Haw cladode mucilage: Physico-chemical, rheological and functional behavior. Carbohydrate Polymers, 157, 1057–1064.
Kaur, M., Kaur, A., & Sharma, R. (2012). Pharmacological actions of Opuntia ficus indica: A Review. Journal of Applied Pharmaceutical Science, 2(7), 15–18.
Kifayatullah, M., & Waheed, I. (2014). Evaluation of hydroethanolic extract of Opuntia monacantha haw cladodes for antipyretic activity. World Journal of Pharmacy and Pharmaceutical Sciences, 3, 1021–1030.
Kwon, J. H., Kim, T. Y., Kim, J. K., & Kim, J. Y. (2017). Characteristics of Opuntia monacantha Haw. for the functional raw material production. Applied Chemistry for Engineering, 28(2), 252–256.
Labra, M., Grassi, F., Bardini, M., Imazio, S., Guiggi, A., Citterio, S., Banfi, E., & Sgorbati, S. (2003). Genetic relationships in Opuntia Mill. genus (Cactaceae) detected by molecular marker. Plant Science, 165(5), 1129–1136.
Las Peñas, M. L., Kiesling, R., & Bernardello, G. (2019). Phylogenetic reconstruction of the genus Tephrocactus (Cactaceae) based on molecular, morphological, and cytogenetical data. Taxon, 68(4), 714–730.
Leuenberger, B. E. (1976). Pollen morphology of the Cactaceae: An SEM-Survey of exine sculpturing and its tentative implications for taxonomy and phylogeny. The Cactus and Succulent Journal of Great Britain, 38(4), 79–94.
Li, H., Yuan, Q., Zhou, X., Zeng, F., & Lu, X. (2016). Extraction of Opuntia dillenii Haw. polysaccharides and their antioxidant activities. Molecules, 21(12), 1612.
Li, W., Wu, D., Wei, B., Wang, S., Sun, H., Li, X., Zhang, F., Zhang, C., & Xin, Y. (2014). Anti-tumor effect of cactus polysaccharides on lung squamous carcinoma cells (SK-MES-1). African Journal of Traditional, Complementary, and Alternative Medicines, 11(5), 99–104.
Long, A. (2012). Opuntia ventanensis (Cactaceae), a new species from the Province of Buenos Aires, Argentina. Haseltonia, 18(18), 79–84.
Loza-Cornejo, S., & Terrazas, T. (2003). Epidermal and hypodermal characteristics in North American Cactoideae (Cactaceae). Journal of Plant Research, 116(1), 27–35.
Lu, H., Jiang, B., Shen, Z., Shen, J., Peng, Q., & Cheng, C. (2008). Comparative leaf anatomy, FTIR discrimination, and biogeographical analysis of Camellia section Tuberculata (Theaceae) with a discussion of its taxonomic treatments. Plant Systematics and Evolution, 274(3-4), 223–235.
Majure, L. C., & Puente, R. (2014). Phylogenetic relationships and morphological evolution in Opuntia s. str. and closely related members of tribe Opuntieae. Succulent Plant Research, 8, 9–30.
Maki-Díaz, G., Peña-Valdivia, C. B., García-Nava, R., Arévalo-Galarza, M. L., Calderón-Zavala, G., & Anaya-Rosales, S. (2015). Características físicas y químicas de nopal verdura (Opuntia ficus-indica) para exportación y consumo nacional. Agrociencia, 49(1), 31–51.
Martínez-González, C. R., Gallegos-Vazquez, C., & Scheinvar, L. (2019). Re-evaluation of Opuntia matudae (Cactaceae). Phytotaxa, 423(3), 158–170.
Mauseth, J. D. (2004). Wideband tracheids are present in almost all species of Cactaceae. Journal of Plant Research, 117(1), 69–76.
Mauseth, J. D. (2006). Wood in the cactus subfamily Opuntioideae has extremely diverse structure. Bradleya, 24, 93–106.
Melgar, B., Dias, M. I., Ciric, A., Sokovic, M., Garcia-Castello, E. M., Rodriguez-Lopez, A. D., Barros, L., & Ferreira, I. (2017a). By-product recovery of Opuntia spp. peels: Betalainic and phenolic profiles and bioactive properties. Industrial Crops and Products, 107, 353–359.
Melgar, B., Pereira, E., Oliveira, M. B. P., Garcia-Castello, E. M., Rodriguez-Lopez, A. D., Sokovic, M., Barros, L., & Ferreira, I. C. (2017b). Extensive profiling of three varieties of Opuntia spp. fruit for innovative food ingredients. Food Research International, 101, 259–265.
Mir, S., Ahmad, M., Khan, M. A., Zafar, M., Jahan, S., Sultana, S., Jabeen, M., & Majeed, S. (2019). Palyno-morphological investigations of subtropical endangered flora of Capparidaceae through light and scanning electron microscopy. Microscopy Research and Technique, 82(9), 1401–1409.
Moussa-Ayoub, T. E., Jäger, H., Knorr, D., El-Samahy, S. K., Kroh, L. W., & Rohn, S. (2017). Impact of pulsed electric fields, high hydrostatic pressure, and thermal pasteurization on selected characteristics of Opuntia dillenii cactus juice. LWT-Food Science and Technology, 79, 534–542.
Nishida, S., & van der Werff, H. (2007). Are cuticular characters useful in solving generic relationships of problematic species of Lauraceae? Taxon, 56(4), 1229–1237.
Nobel, P. S., & Castañeda, M. (1998). Prickly Pear Cactus Opuntia ficus-indica. Journal of the American Society for Horticultural Science, 123(1), 47–51.
Novoa, A., Le Roux, J. J., Robertson, M. P., Wilson, J. R., & Richardson, D. M. (2015). Introduced and invasive cactus species: A global review. AoB Plants, 7, plu078.
Novoa, A., Rodriguez, J., Lopez-Nogueira, A., Richardson, D., & Gonzalez, L. (2016). Seed characteristics in Cactaceae: Useful diagnostic features for screening species for invasiveness? South African Journal of Botany, 105, 61–65.
Nyffeler, R. (2002). Phylogenetic relationships in the cactus family (Cactaceae) based on evidence from trnK/matK and trnL-trnF sequences. American Journal of Botany, 89(2), 312–326.
Ortega-Baes, P., Sühring, S., Sajama, J., Sotola, E., Alonso-Pedano, M., Bravo, S., & Godínez-Alvarez, H. (2010). Diversity and conservation in the cactus family. In Desert plants (pp. 157–173). Springer.
Otálora, M. C., Carriazo, J. G., Iturriaga, L., Nazareno, M. A., & Osorio, C. (2015). Microencapsulation of betalains obtained from cactus fruit (Opuntia ficus-indica) by spray drying using cactus cladode mucilage and maltodextrin as encapsulating agents. Food Chemistry, 187, 174–181.
Panico, A., Cardile, V., Garufi, F., Puglia, C., Bonina, F., & Ronsisvalle, S. (2007). Effect of hyaluronic acid and polysaccharides from Opuntia ficus indica (L.) cladodes on the metabolism of human chondrocyte cultures. Journal of Ethnopharmacology, 111(2), 315–321.
Pareek, O., Singh, R., & Vashishtha, B. (2003). Performance of Cactus Pear (Opuntia ficus-indica (L.) Mill.) Clones in Hot Arid Region of India. Journal of Professional Association of Cactus Development, 5, 121–130.
Pinto, N. D. C. C., & Scio, E. (2014). The biological activities and chemical composition of Pereskia species (Cactaceae)-A review. Plant Foods for Human Nutrition, 69(3), 189–195.
Ritz, C., Reiker, J., Charles, G., Hoxey, P., Hunt, D., Lowry, M., Stuppy, W., & Taylor, N. (2012). Molecular phylogeny and character evolution in terete-stemmed Andean opuntias (Cactaceae-Opuntioideae). Molecular Phylogenetics and Evolution, 65(2), 668–681.
Saleem, M., Irshad, I., Baig, M. K., & Naseer, F. (2015). Evaluation of hepatoprotective effect of chloroform and methanol extracts of Opuntia monacantha in paracetamol-induced hepatotoxicity in rabbits. Bangladesh Journal of Pharmacology, 10(1), 16–20.
Salgado, T. T., & Mauseth, J. D. (2002). Shoot anatomy and morphology. Cacti-biology and uses (pp. 23–40). University of California.
Sargın, S. A., Akçicek, E., & Selvi, S. (2013). An ethnobotanical study of medicinal plants used by the local people of Alaşehir (Manisa) in Turkey. Journal of Ethnopharmacology, 150(3), 860–874.
Sargin, S. A., Selvi, S., & López, V. (2015). Ethnomedicinal plants of Sarigöl district (Manisa), Turkey. Journal of Ethnopharmacology, 171, 64–84.
Schepetkin, I. A., Xie, G., Kirpotina, L. N., Klein, R. A., Jutila, M., & A., & Quinn, M. T. (2008). Macrophage immunomodulatory activity of polysaccharides isolated from Opuntia polyacantha. International Immunopharmacology, 8(10), 1455–1466.
Sepúlveda, E., Sáenz, C., Aliaga, E., & Aceituno, C. (2007). Extraction and characterization of mucilage in Opuntia spp. Journal of Arid Environments, 68(4), 534–545.
Shackleton, R. T., Witt, A. B., Piroris, F. M., & van Wilgen, B. W. (2017). Distribution and socio-ecological impacts of the invasive alien cactus Opuntia stricta in eastern Africa. Biological Invasions, 19(8), 2427–2441.
Shah, A., Ahmad, K., Aziz, N., Rahim, S., Batool, S., Suleman, S., Abbas, T., & Kanwal, M. (2016). Hepatoprotective activity of Opuntia Dillenii (Ker Gawl.) Haw. fruit pulp extract against cadmium induced toxicity in mice. JAPS: Journal of Animal & Plant Sciences, 26(5), 1471–1478.
Shetty, A. A., Rana, M., & Preetham, S. (2012). Cactus: A medicinal food. Journal of Food Science and Technology, 49(5), 530–536.
Siddiqui, F., Abidi, L., Poh, C. F., Naqvi, S., Faizi, S., & Dar Farooq, A. (2016a). Analgesic potential of Opuntia dillenii and its compounds opuntiol and opuntioside against pain models in mice. Records of Natural Products, 10(6), 6.
Siddiqui, F., Naqvi, S., Abidi, L., Faizi, S., Avesi, L., Mirza, T., & Farooq, A. D. (2016b). Opuntia dillenii cladode: Opuntiol and opuntioside attenuated cytokines and eicosanoids mediated inflammation. Journal of Ethnopharmacology, 182, 221–234.
Silva-Hughes, A. F., Wedge, D. E., Cantrell, C. L., Carvalho, C. R., Pan, Z., Moraes, R. M., Madoxx, V. L., & Rosa, L. H. (2015). Diversity and antifungal activity of the endophytic fungi associated with the native medicinal cactus Opuntia humifusa (Cactaceae) from the United States. Microbiological Research, 175, 67–77.
Soffiatti, P., & Angyalossy, V. (2007). Anatomy of Brazilian Cereeae (subfamily Cactoideae, Cactaceae): Arrojadoa Britton & Rose, Stephanocereus A. Berger and Brasilicereus Backeberg. Acta Botanica Brasilica, 21(4), 813–822.
Stintzing, F. C., & Carle, R. (2005). Cactus stems (Opuntia spp.): A review on their chemistry, technology, and uses. Molecular Nutrition & Food Research, 49(2), 175–194.
Stuppy, W. (2002). Seed characters and the generic classification of the Opuntioideae (Cactaceae). Succulent Plant Research, 6, 25–58.
Sudzuki, F., Muñoz, C., & Berger, H. (1993). El cultivo de la tuna (Cactus pear), Departamento de Reproducción Agrícola. Universidad de Chile. 40–42.
Teklehaymanot, T., & Giday, M. (2007). Ethnobotanical study of medicinal plants used by people in Zegie Peninsula, Northwestern Ethiopia. Journal of Ethnobiology and Ethnomedicine, 3(1), 12.
Tilahun, Y., & Welegerima, G. (2018). Pharmacological potential of cactus pear (Opuntia ficus Indica): A review. Journal Pharmacognosy and Phytochemistry, 7(3), 1360–1363.
Trombetta, D., Puglia, C., Perri, D., Licata, A., Pergolizzi, S., Lauriano, E., De Pasquale, A., Saija, A., & Bonina, F. (2006). Effect of polysaccharides from Opuntia ficus-indica (L.) cladodes on the healing of dermal wounds in the rat. Phytomedicine, 13(5), 352–358.
Ullah, F., Zafar, M., Ahmad, M., Dilbar, S., Shah, S. N., Sohail, A., Zaman, W., Iqbal, M., Bahadur, S., & Tariq, A. (2018a). Pollen morphology of subfamily Caryophylloideae (Caryophyllaceae) and its taxonomic significance. Microscopy Research and Technique, 81(7), 704–715.
Ullah, F., Zafar, M., Ahmad, M., Shah, S. N., Razzaq, A., Sohail, A., Zaman, W., Çelik, A., Ayaz, A., & Sultana, S. (2018b). A systematic approach to the investigation of foliar epidermal anatomy of subfamily Caryophylloideae (Caryophyllaceae). Flora, 246, 61–70.
Yang, N., Zhao, M., Zhu, B., Yang, B., Chen, C., Cui, C., & Jiang, Y. (2008). Anti-diabetic effects of polysaccharides from Opuntia monacantha cladode in normal and streptozotocin-induced diabetic rats. Innovative Food Science & Emerging Technologies, 9(4), 570–574.
Yasin, H., Zahoor, M., Yousaf, Z., Aftab, A., Saleh, N., Riaz, N., & Shamsheer, B. (2019). Ethnopharmacological exploration of medicinal mushroom from Pakistan. Phytomedicine, 54, 43–55.
Zafar, M., Ahmad, M., Shaheen, S., Sultana, S., Rehman, S. U., & Amina, H. (2019). Micromorphological investigation of leaf epidermis and seeds of Vitaceae from Pakistan using light microscopy and scanning electron microscopy. Microscopy Research and Technique, 82(4), 335–344.
Zafar, M., Ahmed, M., & Khan, M. A. (2006). Palynological studies of Verbenaceae from Margalla Hills, Islamabad, Pakistan. Pakistan Journal of Plant Science, 12, 21–25.
Zhao, M., Yang, N., Yang, B., Jiang, Y., & Zhang, G. (2007). Structural characterization of water-soluble polysaccharides from Opuntia monacantha cladodes in relation to their anti-glycated activities. Food Chemistry, 105(4), 1480–1486.
Acknowledgment
We are also grateful to Higher Education Commission of Pakistan for funding under project No. NRPU-7837.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Majeed, S. et al. (2021). Ethnobotany, Medicinal Utilization and Systematics of Opuntia Species from Deserts of Pakistan. In: Ramadan, M.F., Ayoub, T.E.M., Rohn, S. (eds) Opuntia spp.: Chemistry, Bioactivity and Industrial Applications. Springer, Cham. https://doi.org/10.1007/978-3-030-78444-7_3
Download citation
DOI: https://doi.org/10.1007/978-3-030-78444-7_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-78443-0
Online ISBN: 978-3-030-78444-7
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)