Report Description

Forecast Period

2024-2028

Market Size (2022)

USD 180.64 Million

CAGR (2023-2028)

15.21%

Fastest Growing Segment

Cell Lines

Largest Market

North America

 

Market Overview

Global Cellular Agriculture Market has valued at USD 180.64 Million in 2022 and is anticipated to project impressive growth in the forecast period with a CAGR of 15.21% through 2028. Cellular Agriculture is an emerging and revolutionary field that is transforming the way we produce agricultural products. Instead of relying on traditional methods of farming, it involves the cultivation of agricultural products from cell cultures, bypassing the need for whole plants or animals. This cutting-edge technology not only offers a sustainable and efficient solution to meet the increasing demand for food, but also has the potential to significantly reduce the environmental impact of traditional agriculture. By utilizing cell cultures, the resource requirements for cellular agriculture are significantly lower compared to conventional farming practices. This means reduced land usage, water consumption, and greenhouse gas emissions. Moreover, the precision and control offered by this technology allow for the creation of specific products tailored to meet consumer demands.

While lab-grown meat is a well-known application of cellular agriculture, the possibilities are vast. It can be used to produce alternative sources of leather, milk, and various other animal-based products. This presents an opportunity to address ethical concerns related to animal welfare and sustainability, while still providing high-quality and nutritious products. The potential of cellular agriculture is immense, and its continued development and adoption have the power to revolutionize the agricultural industry and pave the way for a more sustainable and environmentally friendly future.

Key Market Drivers

Technological Advancements in Cellular Agriculture

Cellular agriculture, an innovative field that involves producing animal-based products directly from cell cultures, is witnessing a surge in demand, propelled by technological advancements. Groundbreaking techniques in tissue engineering, synthetic biology, and bioprocessing are facilitating the production of diverse products ranging from meats to dairy substitutes, all in a lab setting. This novel process, devoid of conventional farming practices, presents a sustainable solution to the increasing global demand for animal-based food products. Furthermore, cellular agriculture's potential to combat climate change – by significantly reducing greenhouse gas emissions associated with animal farming – is attracting considerable interest from environmentally-conscious consumers and investors alike. Technological progress also promises to overcome initial challenges in scalability and cost, thus ushering in a new era of affordable, lab-grown foods. In essence, thanks to these advancements, cellular agriculture is poised to revolutionize the global food system, offering a viable, eco-friendly alternative that could potentially meet the dietary needs of a burgeoning world population.

Rise in the Popularity of Veganism

The rise in the popularity of veganism is anticipated to drive the demand for cellular agriculture on a global scale. As more individuals seek alternatives to traditional animal products, cellular agriculture, the production of agricultural products from cell cultures, presents a viable solution. This technology allows for the production of food that mimics the taste and nutritional profile of animal products, without the ethical and environmental issues associated with traditional farming.

In fact, cellular agriculture could offer a more sustainable way of producing food. It uses fewer resources such as water, land, and energy, and causes less damage to the environment by significantly reducing greenhouse gas emissions. With veganism gaining traction, the demand for such sustainable and ethically-produced food is set to increase. Furthermore, cellular agriculture can meet the high standards of quality and safety demanded by vegans and health-conscious consumers alike. The ability to control the nutritional profile of the food and eliminate the risk of foodborne diseases makes this technology appealing. Therefore, the rise in veganism, fueled by a growing awareness about health, environment, and animal welfare, is indeed expected to stimulate the demand for cellular agriculture globally.

Growing Investment in The Field of Cellular Agriculture

Cellular agriculture, the production of agricultural products from cell cultures, is witnessing an unprecedented increase in global investment. This innovative field, which includes the cultivation of lab-grown meat and dairy products, presents a sustainable and efficient alternative to traditional farming practices. As the world grapples with issues like climate change, resource depletion, and population growth, cellular agriculture offers a viable solution to the impending food crisis. The influx of financial backing is expected to drive the demand for these products globally. Investors recognize the potential market growth, supported by consumer demands for more ethical and sustainable food sources. Additionally, advancements in biotechnology have made the production process more cost-effective, further enhancing its attractiveness to investors. The growing investment in cellular agriculture is, therefore, a testament to its potential for transforming the global food system. As financial support continues to pour in, the world can expect a surge in the demand for food products derived from cellular agriculture. This rise in demand will likely accelerate research and development in the field, leading to further advancements and an even more sustainable future for food production.

Advancements in Genetic Engineering

Advancements in Genetic Engineering are poised to significantly bolster the demand for Cellular Agriculture on a global scale. Genetic engineering, through techniques like CRISPR, allows precise modifications to an organism's DNA, offering unprecedented control over its qualities. In the realm of cellular agriculture, this enables scientists to replicate desirable traits in crops and livestock at a cellular level, entirely bypassing traditional farming. This process not only addresses ethical issues related to animal farming but also significantly reduces the environmental footprint of agriculture, as it consumes fewer resources and generates less waste compared to traditional methods. Furthermore, the potential to tailor-make food products to cater to specific dietary needs or preferences could serve to meet the diverse food demands of a growing global population. For instance, producing leaner meats or allergen-free dairy products is within the realm of possibilities. As such, the perfection of genetic engineering techniques is expected to catalyze a surge in demand for cellular agriculture, revolutionizing the way the world produces and consumes food.


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Key Market Challenges

Supply Chain Issues

Supply chain issues have become a critical concern in today's world, and they are expected to impact the demand for cellular agriculture on a global scale. Disruptions in transportation and logistics, coupled with labor shortages and raw material scarcity, have led to significant delays and cost surges across various industries. As a nascent field, cellular agriculture is particularly vulnerable to these challenges. The intricate process of producing food products in a lab requires a wide array of specialized materials and equipment, many of which are subject to the same supply chain constraints affecting other sectors. Higher production costs due to these constraints may then translate into more expensive end-products, potentially reducing consumer demand. Additionally, consumers worldwide are becoming more conscious of these issues, which could lead to a decrease in the propensity to purchase goods known to be affected by supply chain challenges. In light of these factors, it is anticipated that supply chain issues could reduce global demand for cellular agriculture, at least in the short to medium-term.

Regulatory Hurdles

Regulatory hurdles pose a significant challenge to the global growth of cellular agriculture. As this field is relatively new, many countries lack specific regulations to govern the production and distribution of lab-grown meat, creating a void that often leads to uncertainty and delay in market introduction. This ambiguity can deter investors, consequently affecting research, development, and scalability of cellular agriculture initiatives. Furthermore, with different countries potentially adopting diverse regulatory frameworks, international trade of lab-grown meat can become complicated, thereby reducing the global demand. Consumers' acceptance is also largely influenced by regulatory assurances on food safety. Without clear guidelines and stringent checks, consumer trust may wane, leading to a decrease in demand. Hence, it is vital for global regulatory bodies to establish and communicate clear, consistent, and fair regulations for cellular agriculture to foster consumer confidence and encourage market growth.

Key Market Trends

Increasing Demand for Lab-Grown Meat

The rising demand for lab-grown meat is set to stimulate the global cellular agriculture industry significantly. As consumer awareness around environmental sustainability grows, lab-grown meat is increasingly viewed as a viable solution to mitigate the environmental impact of traditional livestock agriculture. Cellular agriculture, the process of cultivating animal cells to produce food, does not involve the conventional, resource-intensive methods of rearing and slaughtering animals, thereby reducing greenhouse gas emissions, land use, and water consumption.

Moreover, the aspect of animal welfare is gaining prominence among consumers, further bolstering the demand for lab-grown meat. Since cellular agriculture bypasses the need for animal slaughter, it aligns well with the ethical considerations of consumers. Furthermore, with ongoing advancements in biotechnology, the cost of producing lab-grown meat is expected to decline, making it more accessible to a wider consumer base. As such, the growing demand for lab-grown meat is prompting significant investment in the cellular agriculture sector, propelling its growth on a global scale. Therefore, it's evident that the evolution of consumer preferences and advancements in technology are driving the global demand for cellular agriculture.

Increasing Health Consciousness Among Consumers

Cellular agriculture, the process of cultivating meat products from cell cultures rather than from traditional farming methods, is poised to experience a surge in demand due to increasing health consciousness among consumers worldwide. The global populace is becoming increasingly educated about the correlation between diet and health, leading to a significant shift towards more sustainable and health-friendly food choices. Cellular agriculture provides a solution that not only reduces the environmental footprint of food production but also offers potential health benefits. Products derived from this method are free from antibiotics, a common concern in conventionally farmed meat. Additionally, cellular agriculture allows for greater control over nutritional content, leading to the possibility of engineered 'supermeats' tailored to specific dietary needs or preferences. Furthermore, cellular agriculture can reduce the risk of foodborne illnesses, as cell-cultured meats can be produced in sterile environments. With these advantages, the rise in global health consciousness is likely to fuel a growth in demand for cellular agriculture, reshaping the landscape of the global food industry. As health-centric consumers continue to seek out innovative, ethically produced alternatives to conventional meats, cellular agriculture stands as a promising solution, well-aligned with this emerging trend.

Segmental Insights

Technology Insights

Based on the Technology, the Cell Lines segment is currently dominating the Global Cellular Agriculture Market due to its pivotal role in cellular agriculture. Cell lines, which are immortalized populations of cells derived from a single ancestor, play a critical role by providing the essential cellular basis for the production of agricultural products in vitro. These cell lines are carefully selected and engineered to possess the desired characteristics and functionalities needed for efficient and sustainable production.

Their ability to efficiently replicate and differentiate into specific cell types makes them highly versatile and adaptable for different applications within cellular agriculture. By leveraging advanced biotechnological techniques, scientists can manipulate these cell lines to produce a wide range of agricultural products, including meat, dairy, and even leather, without the need for traditional farming methods. This revolutionary approach to food production offers exciting possibilities for the future, including increased food security, reduced environmental impact, and the potential to address pressing global challenges such as climate change and resource scarcity. As researchers continue to explore and refine the potential of cell lines, we can expect further advancements and innovations in the field of cellular agriculture, paving the way for a more sustainable and resilient food system.

Application Insights

Based on the Application, the Dairy Products segment currently holds a dominant position in the market, and this can be attributed to significant advancements in cellular agriculture technologies. These cutting-edge innovations have revolutionized the production of milk by eliminating the need for cows, resulting in a more sustainable and cruelty-free method. Through this innovative approach, the dairy produced is virtually indistinguishable from traditional milk, offering consumers a high-quality alternative that aligns with their values.

This ground-breaking method has gained considerable popularity among individuals who are not only seeking ethical and environmentally friendly dairy options but also appreciate the incredible taste and nutritional value of the dairy products. The ability to enjoy delicious and nutritious dairy without compromising on animal welfare or environmental impact has made this approach a preferred choice for many. As a result, the success of the Dairy Products segment continues to grow, driven by a growing demand from conscious consumers who prioritize sustainability and compassion in their purchasing decisions.


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Regional Insights

North America holds a dominant position in the Global Cellular Agriculture Market. This is primarily attributed to the significant investment in cellular agriculture technology in the region. The continuous influx of capital from various sources, including venture capitalists, government grants, and private investors, has fueled extensive research and development efforts. These investments have led to notable innovations and advancements in the field, such as improved cell culture techniques, optimized bioreactor designs, and enhanced scalability of production processes.

Moreover, North America's robust technological infrastructure and favorable government policies have created an enabling environment for the growth of cellular agriculture. The region boasts state-of-the-art research facilities, well-established academic institutions, and a supportive ecosystem of startups and industry players. Government initiatives and funding programs further incentivize research and development in cellular agriculture, fostering collaboration between academia, industry, and regulatory bodies. These factors, combined with a highly skilled workforce and a culture of innovation, have positioned North America as a frontrunner in fostering the development of this emerging industry. As a result, the region continues to attract top talent, investment, and international partnerships, solidifying its leading role in shaping the future of cellular agriculture on a global scale.

Key Market Players

  • Cell Ag Limited
  • Eat Just, Inc.
  • The EVERY Company (Clara Foods)
  • Perfect Day, Inc.
  • Aleph Farms
  • SuperMeat
  • UPSIDE Foods (Memphis Meats)
  • BlueNalu, Inc.
  • Formo GmbH
  • Remilk

 

 By Technology

By Application

By End User Industry

By Region

  • Cell Lines
  • Growth Media
  • Scaffold Materials
  • 3D Tissue Systems
  • Others
  • Dairy Products
  • Gelatin
  • Fish
  • Insects
  • Others
  • Food & Beverages
  • Textile
  • Pharmaceuticals
  • Others
  • North America
  • Europe
  • Asia Pacific
  • South America
  • Middle East & Africa

 

Report Scope:

In this report, the Global Cellular Agriculture Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

  • Cellular Agriculture Market, By Technology:

o   Cell Lines

o   Growth Media

o   Scaffold Materials

o   3D Tissue Systems

o   Others

  • Cellular Agriculture Market, By Application:

o   Dairy Products

o   Gelatin

o   Fish

o   Insects

o   Others

  • Cellular Agriculture Market, By End User Industry:

o   Food & Beverages

o   Textile

o   Pharmaceuticals

o   Others

  • Cellular Agriculture Market, By Region:

o   North America

§  United States

§  Canada

§  Mexico

o   Europe

§  France

§  United Kingdom

§  Italy

§  Germany

§  Spain

o   Asia-Pacific

§  China

§  India

§  Japan

§  Australia

§  South Korea

o   South America

§  Brazil

§  Argentina

§  Colombia

o   Middle East & Africa

§  South Africa

§  Saudi Arabia

§  UAE

§  Kuwait

§  Turkey

§  Egypt

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Cellular Agriculture Market.

Available Customizations:

Global Cellular Agriculture market report with the given market data, Tech Sci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Global Cellular Agriculture Market is an upcoming report to be released soon. If you wish an early delivery of this report or want to confirm the date of release, please contact us at [email protected]

Table of content

1.    Product Overview

1.1.  Market Definition

1.2.  Scope of the Market

1.2.1.    Markets Covered

1.2.2.    Years Considered for Study

1.2.3.    Key Market Segmentations

2.    Research Methodology

2.1.  Objective of the Study

2.2.  Baseline Methodology

2.3.  Key Industry Partners

2.4.  Major Association and Secondary Sources

2.5.  Forecasting Methodology

2.6.  Data Triangulation & Validations

2.7.  Assumptions and Limitations

3.    Executive Summary

3.1.  Overview of the Market

3.2.  Overview of Key Market Segmentations

3.3.  Overview of Key Market Players

3.4.  Overview of Key Regions/Countries

3.5.  Overview of Market Drivers, Challenges, Trends

3.6.  Voice of Customer

4.    Global Cellular Agriculture Market Outlook

4.1.  Market Size & Forecast

4.1.1.    By Value

4.2.  Market Share & Forecast

4.2.1.    By Technology (Cell Lines, Growth Media, Scaffold Materials, 3D Tissue Systems, Others)

4.2.2.    By Application (Dairy Products, Gelatin, Fish, Insects, Others)

4.2.3.    By End User Industry (Food & Beverages, Textile, Pharmaceuticals, Others)

4.2.4.    By Region

4.2.5.    By Company (2022)

4.3.  Market Map

5.    North America Cellular Agriculture Market Outlook

5.1.  Market Size & Forecast       

5.1.1.    By Value

5.2.  Market Share & Forecast

5.2.1.    By Technology

5.2.2.    By Application

5.2.3.    By End User Industry

5.2.4.    By Country

5.3.  North America: Country Analysis

5.3.1.    United States Cellular Agriculture Market Outlook

5.3.1.1.        Market Size & Forecast

5.3.1.1.1.           By Value

5.3.1.2.        Market Share & Forecast

5.3.1.2.1.           By Technology

5.3.1.2.2.           By Application

5.3.1.2.3.           By End User Industry

5.3.2.    Canada Cellular Agriculture Market Outlook

5.3.2.1.        Market Size & Forecast

5.3.2.1.1.           By Value

5.3.2.2.        Market Share & Forecast

5.3.2.2.1.           By Technology

5.3.2.2.2.           By Application

5.3.2.2.3.           By End User Industry

5.3.3.    Mexico Cellular Agriculture Market Outlook

5.3.3.1.        Market Size & Forecast

5.3.3.1.1.           By Value

5.3.3.2.        Market Share & Forecast

5.3.3.2.1.           By Technology

5.3.3.2.2.           By Application

5.3.3.2.3.           By End User Industry

6.    Europe Cellular Agriculture Market Outlook

6.1.  Market Size & Forecast       

6.1.1.    By Value

6.2.  Market Share & Forecast

6.2.1.    By Technology

6.2.2.    By Application

6.2.3.    By End User Industry

6.2.4.    By Country

6.3.  Europe: Country Analysis

6.3.1.    Germany Cellular Agriculture Market Outlook

6.3.1.1.        Market Size & Forecast

6.3.1.1.1.           By Value

6.3.1.2.        Market Share & Forecast

6.3.1.2.1.           By Technology

6.3.1.2.2.           By Application

6.3.1.2.3.           By End User Industry

6.3.2.    United Kingdom Cellular Agriculture Market Outlook

6.3.2.1.        Market Size & Forecast

6.3.2.1.1.           By Value

6.3.2.2.        Market Share & Forecast

6.3.2.2.1.           By Technology

6.3.2.2.2.           By Application

6.3.2.2.3.           By End User Industry

6.3.3.    Italy Cellular Agriculture Market Outlook

6.3.3.1.        Market Size & Forecast

6.3.3.1.1.           By Value

6.3.3.2.        Market Share & Forecasty

6.3.3.2.1.           By Technology

6.3.3.2.2.           By Application

6.3.3.2.3.           By End User Industry

6.3.4.    France Cellular Agriculture Market Outlook

6.3.4.1.        Market Size & Forecast

6.3.4.1.1.           By Value

6.3.4.2.        Market Share & Forecast

6.3.4.2.1.           By Technology

6.3.4.2.2.           By Application

6.3.4.2.3.           By End User Industry

6.3.5.    Spain Cellular Agriculture Market Outlook

6.3.5.1.        Market Size & Forecast

6.3.5.1.1.           By Value

6.3.5.2.        Market Share & Forecast

6.3.5.2.1.           By Technology

6.3.5.2.2.           By Application

6.3.5.2.3.           By End User Industry

7.    Asia-Pacific Cellular Agriculture Market Outlook

7.1.  Market Size & Forecast       

7.1.1.    By Value

7.2.  Market Share & Forecast

7.2.1.    By Technology

7.2.2.    By Application

7.2.3.    By End User Industry

7.2.4.    By Country

7.3.  Asia-Pacific: Country Analysis

7.3.1.    China Cellular Agriculture Market Outlook

7.3.1.1.        Market Size & Forecast

7.3.1.1.1.           By Value

7.3.1.2.        Market Share & Forecast

7.3.1.2.1.           By Technology

7.3.1.2.2.           By Application

7.3.1.2.3.           By End User Industry

7.3.2.    India Cellular Agriculture Market Outlook

7.3.2.1.        Market Size & Forecast

7.3.2.1.1.           By Value

7.3.2.2.        Market Share & Forecast

7.3.2.2.1.           By Technology

7.3.2.2.2.           By Application

7.3.2.2.3.           By End User Industry

7.3.3.    Japan Cellular Agriculture Market Outlook

7.3.3.1.        Market Size & Forecast

7.3.3.1.1.           By Value

7.3.3.2.        Market Share & Forecast

7.3.3.2.1.           By Technology

7.3.3.2.2.           By Application

7.3.3.2.3.           By End User Industry

7.3.4.    South Korea Cellular Agriculture Market Outlook

7.3.4.1.        Market Size & Forecast

7.3.4.1.1.           By Value

7.3.4.2.        Market Share & Forecast

7.3.4.2.1.           By Technology

7.3.4.2.2.           By Application

7.3.4.2.3.           By End User Industry

7.3.5.    Australia Cellular Agriculture Market Outlook

7.3.5.1.        Market Size & Forecast

7.3.5.1.1.           By Value

7.3.5.2.        Market Share & Forecast

7.3.5.2.1.           By Technology

7.3.5.2.2.           By Application

7.3.5.2.3.           By End User Industry

8.    South America Cellular Agriculture Market Outlook

8.1.  Market Size & Forecast       

8.1.1.    By Value

8.2.  Market Share & Forecast

8.2.1.    By Technology

8.2.2.    By Application

8.2.3.    By End User Industry

8.2.4.    By Country

8.3.  South America: Country Analysis

8.3.1.    Brazil Cellular Agriculture Market Outlook

8.3.1.1.        Market Size & Forecast

8.3.1.1.1.           By Value

8.3.1.2.        Market Share & Forecast

8.3.1.2.1.           By Technology

8.3.1.2.2.           By Application

8.3.1.2.3.           By End User Industry

8.3.2.    Argentina Cellular Agriculture Market Outlook

8.3.2.1.        Market Size & Forecast

8.3.2.1.1.           By Value

8.3.2.2.        Market Share & Forecast

8.3.2.2.1.           By Technology

8.3.2.2.2.           By Application

8.3.2.2.3.           By End User Industry

8.3.3.    Colombia Cellular Agriculture Market Outlook

8.3.3.1.        Market Size & Forecast

8.3.3.1.1.           By Value

8.3.3.2.        Market Share & Forecast

8.3.3.2.1.           By Technology

8.3.3.2.2.           By Application

8.3.3.2.3.           By End User Industry

9.    Middle East and Africa Cellular Agriculture Market Outlook

9.1.  Market Size & Forecast       

9.1.1.    By Value

9.2.  Market Share & Forecast

9.2.1.    By Technology

9.2.2.    By Application

9.2.3.    By End User Industry

9.2.4.    By Country

9.3.  MEA: Country Analysis

9.3.1.    South Africa Cellular Agriculture Market Outlook

9.3.1.1.        Market Size & Forecast

9.3.1.1.1.           By Value

9.3.1.2.        Market Share & Forecast

9.3.1.2.1.           By Technology

9.3.1.2.2.           By Application

9.3.1.2.3.           By End User Industry

9.3.2.    Saudi Arabia Cellular Agriculture Market Outlook

9.3.2.1.        Market Size & Forecast

9.3.2.1.1.           By Value

9.3.2.2.        Market Share & Forecast

9.3.2.2.1.           By Technology

9.3.2.2.2.           By Application

9.3.2.2.3.           By End User Industry

9.3.3.    UAE Cellular Agriculture Market Outlook

9.3.3.1.        Market Size & Forecast

9.3.3.1.1.           By Value

9.3.3.2.        Market Share & Forecast

9.3.3.2.1.           By Technology

9.3.3.2.2.           By Application

9.3.3.2.3.           By End User Industry

9.4.  Drivers

9.5.  Challenges

10. Market Trends & Developments

10.1.             Recent Development

10.2.             Mergers & Acquisitions

10.3.             Product Launches

11. Global Cellular Agriculture Market: SWOT Analysis

12. Porter’s Five Forces Analysis

12.1.             Competition in the Industry

12.2.             Potential of New Entrants

12.3.             Power of Suppliers

12.4.             Power of Customers

12.5.             Threat of Substitute Products

13. Competitive Landscape

13.1.             Cell Ag Limited

13.1.1. Business Overview

13.1.2. Service Offerings

13.1.3. Recent Developments

13.1.4. Key Personnel

13.1.5. SWOT Analysis

13.2.             Eat Just, Inc.

13.3.             The EVERY Company (Clara Foods)

13.4.             Perfect Day, Inc.

13.5.             Aleph Farms

13.6.             SuperMeat

13.7.             UPSIDE Foods (Memphis Meats)

13.8.             BlueNalu, Inc.

13.9.             Formo GmbH

13.10.          Remilk

14. Strategic Recommendations

15. About Us & Disclaimer

Figures and Tables

Frequently asked questions

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The market size of the Global Cellular Agriculture Market was estimated to be USD 180.64 Million in 2022.

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The Dairy Products segment has a strong market position due to advancements in cellular agriculture. This innovative approach eliminates the need for cows in milk production, offering consumers a sustainable and cruelty-free alternative. With its popularity among those seeking ethical and environmentally friendly options, the Dairy Products segment continues to thrive.

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North America leads the Global Cellular Agriculture Market with significant investments and a conducive environment for growth. Robust technological infrastructure, favorable government policies, and continuous research efforts have positioned the region as a frontrunner in this emerging industry.

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Technological advancements in cellular agriculture and growing investment in the field of cellular agriculture are the major drivers for the Global Cellular Agriculture Market.

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Sakshi Bajaal

Business Consultant
Press Release

Cellular Agriculture Market to Grow with a CAGR of 15.21% through 2028

Dec, 2023

Advancements in genetic engineering and increasing demand for lab-grown meat is expected to drive the Global Cellular Agriculture Market growth in the forecast period, 2024-2028.