细胞农业:智能和弹性食品农业制造展望

IF 0.8 Q4 ENGINEERING, MANUFACTURING
S. Bapat, Vishvesh Koranne, N. Shakelly, A. Huang, M. Sealy, J. Sutherland, K. Rajurkar, A. Malshe
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Cellular agriculture, 3D printing of food, vertical urban farming, and digital agriculture alongside traditional means are envisioned to transform food agriculture and manufacturing systems for acceptability, availability, accessibility, affordability, and resiliency for meeting demands of food in this century for communities across the US and the world. This technical note illustrates the thought leadership for cellular agriculture as a part of the new food agriculture manufacturing revolution. 1. Drivers for food agriculture manufacturing revolution It is estimated that the world population will reach 9.5 billion by 2050 [1]. The food supply for this growing population will be constrained due to limited resources, land, water, and the impacts of climate change. The issue is how to sustainably feed a growing population with minimal impact on the environment and resource consumption while ensuring dietary wellbeing. Approaches such as digital agriculture (use of Industry 4.0 principles in farming), vertical urban farming (for local and resourceconstrained fresh produce) alongside alternative protein manufacturing are being explored to increase food production and meet consumer demands. For the majority of this world population, animal protein is a critical food nutrient source for a balanced diet and it is predicted that the global demand for this protein will double by 2050 [2–4]. In the US, it was reported that about 78% of consumers rely on meat as a source of protein [5]. USDA projects both meat production and demand to steadily increase over the coming years [6]. Over the years, cutting animals for meat has evolved from huntergatherers -to local butchers -to large-scale industrial slaughterhouses. Even though the efficiency and outputs of meat production have increased, the modus operandi has stayed the same cutting animals raised through farms, ranches, and others. Over the last few decades, it has been recognized that this top-down manufacturing approach of cutting animals is resource-intensive in terms of land, water, This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal energy, and time. Additionally, the macro supply chains of meat processing, packaging, and transportation remain vulnerable to disruptions, a fact recently evidenced during the COVID-19 pandemic, worsening food insecurity and challenging the resilience of communities [7]. The above factors, in addition to, distribution inequity, growing concerns over the spread of zoonotic diseases [8], and reducing animal cruelty call for new disruptive thinking for the development of complementary sustainable and humane food production approaches (schematically represented in Figure 1) [9–11] as a part of the upcoming food agriculture manufacturing revolution delivered by the convergence of many disciplines. Figure 1: Potential benefits of alternative cell-based protein meat manufacturing Complementary to today’s livestock and poultry farming, two protein-rich food production approaches [12] to address these issues are plant-based meat and cell-based meat (also called cultivated meat or invitro meat). Plant-based meat alternatives have attracted significant attention over the last few years through the introduction of meat substitutes by Beyond Meat®, Impossible® Foods, and others into the market. However, it is noted that these plant-based protein sources, when compared to beef, have lower levels of some essential amino acids like lysine and methionine, vitamin B12, minerals, and some secondary nutrients [13]. Additionally, these products primarily [14] appeal to a limited population with vegetarian and vegan (a minority of the population) dietary interest. Their nutritional benefits as highly processed foods are still being debated and their advantage over eating established plant-based foods (vegetarianism as observed in older cultures like in India and other parts of the world) remains questionable. On the other hand, manufacturing of cell-based meat (CBM), which has an identical physicochemical composition to conventional meat products has the potential to have a significant impact on American (2018 Gallup poll, only 5% of U.S. adults consider themselves to be vegetarian [15]) This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal and global nutrition, meat production, and distribution systems as a part of future food agriculture manufacturing. Since this field is still in infancy, this is an opportune time to map and incorporate CBM manufacturing into flexible, customizable supply chains [16], as a part of sustainable and smart manufacturing. This paper presents open challenges and opportunities for cellular agriculture as a part of sustainable food agriculture manufacturing. 2. Cellular Agriculture (Cell-Ag, CA): State-of-the-art, opportunities, and challenges 2.1 Overview of cellular agriculture process steps Since the unveiling of the $325,000 in-vitro burger by Dr. Mark Post in 2013 [17], the cellular agriculture industry has progressed in reducing the costs to a certain extent associated with cell-based meat (CBM) with cultured chicken nuggets now being served in Singapore [18]. This section will introduce cellular agriculture to the readers and give an overview of the current challenges and research innovation opportunities in CBM production. For this manuscript, cellular agriculture is defined as the manufacturing of animalor bio-inspired protein food derived from cell-cultures producing cell-based foods. Typically, CBM production involves extraction and isolation of stem cells from the animal, subsequent cell growth, proliferation, and differentiation in increasing sizes of bioreactors containing cell culture medium followed by meat harvesting as summarized in Figure 2 [19]. The individual processing steps shown in Figure 2 each have their own unique scientific and technological barriers for large-scale production and are discussed in the next subsection. 2.2 At-scale manufacturing challenges for cellular agriculture Current steps as outlined above and state-of-the-art approaches in the industry are derived from tissue engineering and biomedical manufacturing methods. But for CBM, tissue production needs to be Figure 2: Process schematic for manufacturing cell-based meat [19] This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal inexpensive and manufactured at a much larger scale compared to the aforementioned approaches for its affordability as a consumer food product. For comparison, the cost of organs cultured with biomedical tissue engineering methods justifies the expensive cell lines and culture media but for CBM production, the cost needs to be comparable to conventional meat [20], and therefore, needs to be orders of magnitude lower. On the other hand, even large-scale tissue culturing methods for therapeutic purposes result in the final culture comprising of ~10-10 cells [21] contained in ~5L bioreactor [22] for clinical scale but for CBM, the final culture needs to comprise of ~10 cells (with ~10 cells/kg) housed in a ~10000-liter bioreactor [23]. In addition to that, the resulting CBM should be similar or superior to conventional meat in sensorial and nutritional aspects [24]. Therefore, the manufacturing of CBM needs to overcome numerous serious scientific and manufacturing challenges. These challenges can be broadly classified [25] into four categories (see Figure 3): (a) cell lines, (b) cell culturing, (c) bioreactor design, and (d) scaffold design. Figure 3: Challenges and opportunities for cellular agriculture meat manufacturing a. Cell line: The selection of appropriate cell lines from an appropriate species of interest is important for being able to manufacture the high number of cells in the final culture as well as controlling their differentiation into fat, muscle, and connective tissue at desired locations. On the later issue, choice of starter cell(s) will dictate the downstream optimization of cell-culture media, nutrient delivery, scaffold design, and bioreactor design to achieve location-specific expression of desired tissues. This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal b. Culture Media: The growth and differentiation are also controlled by cell culture media used at various stages of manufacturing. The medium needs to be optimized with required nutrients and growth factors at each stage for the cell line used and its cost needs to be lowered with manufacturing processes for its components being suitably modified following economies of scale [26]. For this, and for reproducibility, the culture media also needs to be serum-free i.e., it should not contain Fetal Bovine Serum, Horse Serum, or any other living animal-derived component [27]. c. Bioreactors: For bioreactors, two key challenges for research and innovation are addressing nutrient transport and mixing limitations and sterilization. Addressing the first challenge involves the design of bioreactors such that no significant gradients in nutrient and oxygen concentrations exist throughout the volume at each stage and this homogeneity needs to be achieved without increasing the shear rates for agitation which may cause cell death. For the second challenge, in addition to accommodating the sterilization constraints similar to industrial fermenters for bioreactors and supporting equipment design, it will be important to limit/eliminate the use of antibiotics (as is common in tissue culturing) in t","PeriodicalId":51957,"journal":{"name":"Smart and Sustainable Manufacturing Systems","volume":"337 1","pages":""},"PeriodicalIF":0.8000,"publicationDate":"2022-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Cellular Agriculture: An Outlook on Smart and Resilient Food Agriculture Manufacturing\",\"authors\":\"S. Bapat, Vishvesh Koranne, N. Shakelly, A. Huang, M. Sealy, J. Sutherland, K. Rajurkar, A. 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This technical note illustrates the thought leadership for cellular agriculture as a part of the new food agriculture manufacturing revolution. 1. Drivers for food agriculture manufacturing revolution It is estimated that the world population will reach 9.5 billion by 2050 [1]. The food supply for this growing population will be constrained due to limited resources, land, water, and the impacts of climate change. The issue is how to sustainably feed a growing population with minimal impact on the environment and resource consumption while ensuring dietary wellbeing. Approaches such as digital agriculture (use of Industry 4.0 principles in farming), vertical urban farming (for local and resourceconstrained fresh produce) alongside alternative protein manufacturing are being explored to increase food production and meet consumer demands. For the majority of this world population, animal protein is a critical food nutrient source for a balanced diet and it is predicted that the global demand for this protein will double by 2050 [2–4]. In the US, it was reported that about 78% of consumers rely on meat as a source of protein [5]. USDA projects both meat production and demand to steadily increase over the coming years [6]. Over the years, cutting animals for meat has evolved from huntergatherers -to local butchers -to large-scale industrial slaughterhouses. Even though the efficiency and outputs of meat production have increased, the modus operandi has stayed the same cutting animals raised through farms, ranches, and others. Over the last few decades, it has been recognized that this top-down manufacturing approach of cutting animals is resource-intensive in terms of land, water, This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal energy, and time. Additionally, the macro supply chains of meat processing, packaging, and transportation remain vulnerable to disruptions, a fact recently evidenced during the COVID-19 pandemic, worsening food insecurity and challenging the resilience of communities [7]. The above factors, in addition to, distribution inequity, growing concerns over the spread of zoonotic diseases [8], and reducing animal cruelty call for new disruptive thinking for the development of complementary sustainable and humane food production approaches (schematically represented in Figure 1) [9–11] as a part of the upcoming food agriculture manufacturing revolution delivered by the convergence of many disciplines. Figure 1: Potential benefits of alternative cell-based protein meat manufacturing Complementary to today’s livestock and poultry farming, two protein-rich food production approaches [12] to address these issues are plant-based meat and cell-based meat (also called cultivated meat or invitro meat). Plant-based meat alternatives have attracted significant attention over the last few years through the introduction of meat substitutes by Beyond Meat®, Impossible® Foods, and others into the market. However, it is noted that these plant-based protein sources, when compared to beef, have lower levels of some essential amino acids like lysine and methionine, vitamin B12, minerals, and some secondary nutrients [13]. Additionally, these products primarily [14] appeal to a limited population with vegetarian and vegan (a minority of the population) dietary interest. Their nutritional benefits as highly processed foods are still being debated and their advantage over eating established plant-based foods (vegetarianism as observed in older cultures like in India and other parts of the world) remains questionable. On the other hand, manufacturing of cell-based meat (CBM), which has an identical physicochemical composition to conventional meat products has the potential to have a significant impact on American (2018 Gallup poll, only 5% of U.S. adults consider themselves to be vegetarian [15]) This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal and global nutrition, meat production, and distribution systems as a part of future food agriculture manufacturing. Since this field is still in infancy, this is an opportune time to map and incorporate CBM manufacturing into flexible, customizable supply chains [16], as a part of sustainable and smart manufacturing. This paper presents open challenges and opportunities for cellular agriculture as a part of sustainable food agriculture manufacturing. 2. Cellular Agriculture (Cell-Ag, CA): State-of-the-art, opportunities, and challenges 2.1 Overview of cellular agriculture process steps Since the unveiling of the $325,000 in-vitro burger by Dr. Mark Post in 2013 [17], the cellular agriculture industry has progressed in reducing the costs to a certain extent associated with cell-based meat (CBM) with cultured chicken nuggets now being served in Singapore [18]. This section will introduce cellular agriculture to the readers and give an overview of the current challenges and research innovation opportunities in CBM production. For this manuscript, cellular agriculture is defined as the manufacturing of animalor bio-inspired protein food derived from cell-cultures producing cell-based foods. Typically, CBM production involves extraction and isolation of stem cells from the animal, subsequent cell growth, proliferation, and differentiation in increasing sizes of bioreactors containing cell culture medium followed by meat harvesting as summarized in Figure 2 [19]. The individual processing steps shown in Figure 2 each have their own unique scientific and technological barriers for large-scale production and are discussed in the next subsection. 2.2 At-scale manufacturing challenges for cellular agriculture Current steps as outlined above and state-of-the-art approaches in the industry are derived from tissue engineering and biomedical manufacturing methods. But for CBM, tissue production needs to be Figure 2: Process schematic for manufacturing cell-based meat [19] This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal inexpensive and manufactured at a much larger scale compared to the aforementioned approaches for its affordability as a consumer food product. For comparison, the cost of organs cultured with biomedical tissue engineering methods justifies the expensive cell lines and culture media but for CBM production, the cost needs to be comparable to conventional meat [20], and therefore, needs to be orders of magnitude lower. On the other hand, even large-scale tissue culturing methods for therapeutic purposes result in the final culture comprising of ~10-10 cells [21] contained in ~5L bioreactor [22] for clinical scale but for CBM, the final culture needs to comprise of ~10 cells (with ~10 cells/kg) housed in a ~10000-liter bioreactor [23]. In addition to that, the resulting CBM should be similar or superior to conventional meat in sensorial and nutritional aspects [24]. Therefore, the manufacturing of CBM needs to overcome numerous serious scientific and manufacturing challenges. These challenges can be broadly classified [25] into four categories (see Figure 3): (a) cell lines, (b) cell culturing, (c) bioreactor design, and (d) scaffold design. Figure 3: Challenges and opportunities for cellular agriculture meat manufacturing a. Cell line: The selection of appropriate cell lines from an appropriate species of interest is important for being able to manufacture the high number of cells in the final culture as well as controlling their differentiation into fat, muscle, and connective tissue at desired locations. On the later issue, choice of starter cell(s) will dictate the downstream optimization of cell-culture media, nutrient delivery, scaffold design, and bioreactor design to achieve location-specific expression of desired tissues. This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal b. Culture Media: The growth and differentiation are also controlled by cell culture media used at various stages of manufacturing. The medium needs to be optimized with required nutrients and growth factors at each stage for the cell line used and its cost needs to be lowered with manufacturing processes for its components being suitably modified following economies of scale [26]. For this, and for reproducibility, the culture media also needs to be serum-free i.e., it should not contain Fetal Bovine Serum, Horse Serum, or any other living animal-derived component [27]. c. Bioreactors: For bioreactors, two key challenges for research and innovation are addressing nutrient transport and mixing limitations and sterilization. Addressing the first challenge involves the design of bioreactors such that no significant gradients in nutrient and oxygen concentrations exist throughout the volume at each stage and this homogeneity needs to be achieved without increasing the shear rates for agitation which may cause cell death. 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引用次数: 7

摘要

几个世纪以来,草原的利用和牲畜的切割是粮食农业制造业生产的主要基础。人口增长、全球人类活动加速、惊人的粮食不平等、不断变化的气候、延长预期寿命的精确营养,以及对蛋白质食品的更多需求,都要求食品农业制造以提供有营养的食品为新前景。细胞农业、3D打印食品、垂直城市农业和数字农业与传统手段一起被设想为改变食品农业和制造系统的可接受性、可用性、可及性、可负担性和弹性,以满足本世纪美国和世界各地社区对食品的需求。本技术说明说明了细胞农业作为新的食品农业制造革命的一部分的思想领导。1. 据估计,到2050年世界人口将达到95亿[1]。由于有限的资源、土地、水和气候变化的影响,不断增长的人口的粮食供应将受到限制。问题是如何在确保饮食健康的同时,在对环境和资源消耗影响最小的情况下,可持续地养活不断增长的人口。正在探索诸如数字农业(在农业中使用工业4.0原则)、垂直城市农业(用于本地和资源有限的新鲜农产品)以及替代蛋白质制造等方法,以增加粮食产量并满足消费者需求。对于世界上大多数人来说,动物蛋白是均衡饮食的重要食物营养来源,据预测,到2050年,全球对动物蛋白的需求将翻一番[2-4]。据报道,在美国,约78%的消费者依赖肉类作为蛋白质来源[5]。美国农业部预计,未来几年肉类产量和需求都将稳步增长[6]。多年来,从狩猎采集者到当地屠夫,再到大规模的工业屠宰场,切割动物以获取肉类已经演变。尽管肉类生产的效率和产量都有所提高,但屠宰农场、牧场和其他地方饲养的动物的方式仍保持不变。在过去的几十年里,人们已经认识到这种自上而下的切割动物的制造方法在土地,水方面是资源密集型的。本文提交给ASTM“智能和可持续制造”杂志,能源和时间。此外,肉类加工、包装和运输的宏观供应链仍然容易受到中断的影响,最近在2019冠状病毒病大流行期间证明了这一事实,加剧了粮食不安全状况,并对社区的抵御能力提出了挑战[7]。上述因素,再加上分配不平等、对人畜共患疾病传播的日益关注[8]以及减少动物虐待,要求我们以新的颠覆性思维来发展互补的可持续和人道的食品生产方法(如图1所示)[9-11],作为即将到来的多学科融合带来的食品农业制造革命的一部分。作为当今畜禽养殖的补充,有两种富含蛋白质的食品生产方法[12]可以解决这些问题,即植物性肉类和细胞性肉类(也称为培养肉或体外肉)。在过去的几年里,通过Beyond meat®,Impossible®Foods等公司向市场推出肉类替代品,植物性肉类替代品引起了极大的关注。然而,值得注意的是,与牛肉相比,这些植物性蛋白质来源含有较低水平的必需氨基酸,如赖氨酸和蛋氨酸、维生素B12、矿物质和一些次级营养素[13]。此外,这些产品[14]主要吸引的是有限的素食者和纯素食者(少数人口)的饮食兴趣。它们作为高度加工食品的营养价值仍在争论中,它们比传统植物性食品(如印度和世界其他地区的古老文化中所观察到的素食主义)的优势仍然值得怀疑。另一方面,细胞肉(CBM)的制造与传统肉类产品具有相同的物理化学成分,有可能对美国人产生重大影响(2018年盖洛普民意调查显示,只有5%的美国成年人认为自己是素食主义者[15])本文提交给ASTM“智能和可持续制造”杂志和全球营养,肉类生产和分销系统,作为未来食品农业制造的一部分。 对于第二个挑战,除了适应类似于生物反应器的工业发酵罐和配套设备设计的灭菌限制外,重要的是限制/消除抗生素的使用(这在组织培养中很常见)
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cellular Agriculture: An Outlook on Smart and Resilient Food Agriculture Manufacturing
Over the centuries, the application of grassland and cutting of livestock are the primary foundations for the production of food agriculture manufacturing. Growing human population, accelerated human activities globally, staggering food inequity, changing climate, precise nutrition for extended life expectancy, and more demand for protein food call for a new outlook to smartness in food agriculture manufacturing for delivering nutritious food. Cellular agriculture, 3D printing of food, vertical urban farming, and digital agriculture alongside traditional means are envisioned to transform food agriculture and manufacturing systems for acceptability, availability, accessibility, affordability, and resiliency for meeting demands of food in this century for communities across the US and the world. This technical note illustrates the thought leadership for cellular agriculture as a part of the new food agriculture manufacturing revolution. 1. Drivers for food agriculture manufacturing revolution It is estimated that the world population will reach 9.5 billion by 2050 [1]. The food supply for this growing population will be constrained due to limited resources, land, water, and the impacts of climate change. The issue is how to sustainably feed a growing population with minimal impact on the environment and resource consumption while ensuring dietary wellbeing. Approaches such as digital agriculture (use of Industry 4.0 principles in farming), vertical urban farming (for local and resourceconstrained fresh produce) alongside alternative protein manufacturing are being explored to increase food production and meet consumer demands. For the majority of this world population, animal protein is a critical food nutrient source for a balanced diet and it is predicted that the global demand for this protein will double by 2050 [2–4]. In the US, it was reported that about 78% of consumers rely on meat as a source of protein [5]. USDA projects both meat production and demand to steadily increase over the coming years [6]. Over the years, cutting animals for meat has evolved from huntergatherers -to local butchers -to large-scale industrial slaughterhouses. Even though the efficiency and outputs of meat production have increased, the modus operandi has stayed the same cutting animals raised through farms, ranches, and others. Over the last few decades, it has been recognized that this top-down manufacturing approach of cutting animals is resource-intensive in terms of land, water, This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal energy, and time. Additionally, the macro supply chains of meat processing, packaging, and transportation remain vulnerable to disruptions, a fact recently evidenced during the COVID-19 pandemic, worsening food insecurity and challenging the resilience of communities [7]. The above factors, in addition to, distribution inequity, growing concerns over the spread of zoonotic diseases [8], and reducing animal cruelty call for new disruptive thinking for the development of complementary sustainable and humane food production approaches (schematically represented in Figure 1) [9–11] as a part of the upcoming food agriculture manufacturing revolution delivered by the convergence of many disciplines. Figure 1: Potential benefits of alternative cell-based protein meat manufacturing Complementary to today’s livestock and poultry farming, two protein-rich food production approaches [12] to address these issues are plant-based meat and cell-based meat (also called cultivated meat or invitro meat). Plant-based meat alternatives have attracted significant attention over the last few years through the introduction of meat substitutes by Beyond Meat®, Impossible® Foods, and others into the market. However, it is noted that these plant-based protein sources, when compared to beef, have lower levels of some essential amino acids like lysine and methionine, vitamin B12, minerals, and some secondary nutrients [13]. Additionally, these products primarily [14] appeal to a limited population with vegetarian and vegan (a minority of the population) dietary interest. Their nutritional benefits as highly processed foods are still being debated and their advantage over eating established plant-based foods (vegetarianism as observed in older cultures like in India and other parts of the world) remains questionable. On the other hand, manufacturing of cell-based meat (CBM), which has an identical physicochemical composition to conventional meat products has the potential to have a significant impact on American (2018 Gallup poll, only 5% of U.S. adults consider themselves to be vegetarian [15]) This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal and global nutrition, meat production, and distribution systems as a part of future food agriculture manufacturing. Since this field is still in infancy, this is an opportune time to map and incorporate CBM manufacturing into flexible, customizable supply chains [16], as a part of sustainable and smart manufacturing. This paper presents open challenges and opportunities for cellular agriculture as a part of sustainable food agriculture manufacturing. 2. Cellular Agriculture (Cell-Ag, CA): State-of-the-art, opportunities, and challenges 2.1 Overview of cellular agriculture process steps Since the unveiling of the $325,000 in-vitro burger by Dr. Mark Post in 2013 [17], the cellular agriculture industry has progressed in reducing the costs to a certain extent associated with cell-based meat (CBM) with cultured chicken nuggets now being served in Singapore [18]. This section will introduce cellular agriculture to the readers and give an overview of the current challenges and research innovation opportunities in CBM production. For this manuscript, cellular agriculture is defined as the manufacturing of animalor bio-inspired protein food derived from cell-cultures producing cell-based foods. Typically, CBM production involves extraction and isolation of stem cells from the animal, subsequent cell growth, proliferation, and differentiation in increasing sizes of bioreactors containing cell culture medium followed by meat harvesting as summarized in Figure 2 [19]. The individual processing steps shown in Figure 2 each have their own unique scientific and technological barriers for large-scale production and are discussed in the next subsection. 2.2 At-scale manufacturing challenges for cellular agriculture Current steps as outlined above and state-of-the-art approaches in the industry are derived from tissue engineering and biomedical manufacturing methods. But for CBM, tissue production needs to be Figure 2: Process schematic for manufacturing cell-based meat [19] This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal inexpensive and manufactured at a much larger scale compared to the aforementioned approaches for its affordability as a consumer food product. For comparison, the cost of organs cultured with biomedical tissue engineering methods justifies the expensive cell lines and culture media but for CBM production, the cost needs to be comparable to conventional meat [20], and therefore, needs to be orders of magnitude lower. On the other hand, even large-scale tissue culturing methods for therapeutic purposes result in the final culture comprising of ~10-10 cells [21] contained in ~5L bioreactor [22] for clinical scale but for CBM, the final culture needs to comprise of ~10 cells (with ~10 cells/kg) housed in a ~10000-liter bioreactor [23]. In addition to that, the resulting CBM should be similar or superior to conventional meat in sensorial and nutritional aspects [24]. Therefore, the manufacturing of CBM needs to overcome numerous serious scientific and manufacturing challenges. These challenges can be broadly classified [25] into four categories (see Figure 3): (a) cell lines, (b) cell culturing, (c) bioreactor design, and (d) scaffold design. Figure 3: Challenges and opportunities for cellular agriculture meat manufacturing a. Cell line: The selection of appropriate cell lines from an appropriate species of interest is important for being able to manufacture the high number of cells in the final culture as well as controlling their differentiation into fat, muscle, and connective tissue at desired locations. On the later issue, choice of starter cell(s) will dictate the downstream optimization of cell-culture media, nutrient delivery, scaffold design, and bioreactor design to achieve location-specific expression of desired tissues. This manuscript is submitted to ASTM ‘Smart and Sustainable Manufacturing’ journal b. Culture Media: The growth and differentiation are also controlled by cell culture media used at various stages of manufacturing. The medium needs to be optimized with required nutrients and growth factors at each stage for the cell line used and its cost needs to be lowered with manufacturing processes for its components being suitably modified following economies of scale [26]. For this, and for reproducibility, the culture media also needs to be serum-free i.e., it should not contain Fetal Bovine Serum, Horse Serum, or any other living animal-derived component [27]. c. Bioreactors: For bioreactors, two key challenges for research and innovation are addressing nutrient transport and mixing limitations and sterilization. Addressing the first challenge involves the design of bioreactors such that no significant gradients in nutrient and oxygen concentrations exist throughout the volume at each stage and this homogeneity needs to be achieved without increasing the shear rates for agitation which may cause cell death. For the second challenge, in addition to accommodating the sterilization constraints similar to industrial fermenters for bioreactors and supporting equipment design, it will be important to limit/eliminate the use of antibiotics (as is common in tissue culturing) in t
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Smart and Sustainable Manufacturing Systems
Smart and Sustainable Manufacturing Systems ENGINEERING, MANUFACTURING-
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