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Postpemic Era GMP Cell Banking Market Size, Share 2022
Summary
The global and Chinese economies were hit hard in 2020, and the global GDP grew by 5.9% in 2021. Although the global growth prospects improved and there was a V-shaped rebound, this does not mean that the economy has really recovered to the level before the epidemic. The vast majority of countries are still in the stage of recovery after heavy damage and are far from achieving real recovery.
2022 is a year of continuous recovery. Global supply chain disturbance, geopolitical tension, energy price fluctuation, local labor shortage and rising raw material prices will affect the resilience of economic recovery. The International Monetary Fund (IMF) predicts that the world economy will grow by 4.4% in 2022, of which the U.S. economy will grow by about 4%. Driven by China and India, Asia is expected to become the fastest growing region in the world in 2022. However, China's economic growth has slowed down. The 2022 government work report shows that the expected target of economic growth is set at about 5.5%.
According to research, China has set a growth rate of about 5.5%, which not only focuses on the speed of economic growth, but also anchors the quality of economic development. Scientific and technological innovation, economic and social digitization and green development will be the long-term goals of China's economic development. It is expected that in 2022, major economies such as the United States, Europe and China will introduce more favorable policies to drive the development of switching power supply industry.
Beijing Yanjing Bizhi Information Consulting Co., Ltd. ?XYZResearch?released the ?Post-pandemic Era-Global GMP Cell Banking Market Analysis 2022, With Top Companies, Sales, Revenue, Consumption, Price and Growth Rate?, which aims to sort out the development status and trends of the GMP Cell Banking industry at home and abroad, estimate the overall market scale of the GMP Cell Banking industry and the market share of major countries, GMP Cell Banking industry, and study and judge the downstream market demand of GMP Cell Banking through systematic research, Analyze the competition pattern of GMP Cell Banking, so as to help solve the pain points of various stakeholders in GMP Cell Banking industry. This industry research report combines desktop research, qualitative interviews with insiders or experts and other methods to strive for the objectivity and integrity of conclusions and data.
Regional Segmentation (Value; Revenue, USD Million, 2018- 2028) of GMP Cell Banking Market by XYZResearch Include
NorthAmerica
Asia
Europe
Middle East & Africa
South America
Competitive Analysis; Who are the Major Players in GMP Cell Banking Market?
WuXi AppTec
Charles River Laboratories International
Eurofins Scientific
Merck KGaA
Lonza Group Ltd
SGS Ltd
ViruSure GmbH
Austrianova
Goodwin Biotechnology Inc.
Paragon Bioservices
Major Type of GMP Cell Banking Covered in XYZResearch report:
Mammalian Cell
Microbial Cell
Insect Cell
Others
Application Segments Covered in XYZResearch Market
Biopharmaceutical Companies
Contract Manufacturing Organizations
For any other requirements, please feel free to contact us and we will provide you customized report.
Report Attributes |
Report Details |
Report Title |
Post-pandemic Era-Global GMP Cell Banking Market Analysis 2022, With Top Companies, Sales, Revenue, Consumption, Price and Growth Rate |
Historical Year |
2018 to 2022 (Data from 2010 can be provided as per availability) |
Base Year |
2021 |
Forecast Year |
2029 |
Number of Pages |
84 Pages |
Customization Available |
Yes, the report can be customized as per your need. |
TABLE OF CONTENTS
Table of Contents
Post-pandemic Era-Global GMP Cell Banking Market Analysis 2022, With Top Companies, Sales, Revenue, Consumption, Price and Growth Rate
1 Market Scope
1.1 Product Details and Introduction
1.1.1 Mammalian Cell -Product Introduction and Major Company
1.1.2 Microbial Cell -Product Introduction and Major Company
1.1.3 Insect Cell -Product Introduction and Major Company
1.1.4 Others -Product Introduction and Major Company
1.2 Market Snapshot
1.2.1 Major Companies Overview
1.2.2 Market Concentration
1.2.3 Five-Year Compound Annual Growth Rate (CAGR)
2 Regional Market
2.1 Regional Market Share in Terms of Sales (2018 & 2022 & 2026)
2.2 Regional Market Share in Terms of Revenue (2018 & 2022 & 2026)
2.3 Regional Market Share in Terms of Consumption (2018 & 2022 & 2026)
3 Global GMP Cell Banking Market Assessment by Type
3.1 Global GMP Cell Banking Sales by Type (2018-2028)
3.2 Global GMP Cell Banking Revenue by Type (2018-2028)
3.3 North America GMP Cell Banking Sales and Revenue by Type (2018-2028)
3.4 Asia GMP Cell Banking Sales and Revenue by Type (2018-2028)
3.5 Europe GMP Cell Banking Sales and Revenue by Type (2018-2028)
3.6 Middle East & Africa GMP Cell Banking Sales and Revenue by Type (2018-2028)
3.7 South America GMP Cell Banking Sales and Revenue by Type (2018-2028)
4 Historical & Forecast Global GMP Cell Banking Market Assessment by Application
4.1 Global GMP Cell Banking Consumption and Consumption in Different Application Field (2018-2028)
4.2 North America GMP Cell Banking Consumption and Consumption in Different Application Field (2018-2028)
4.3 Asia GMP Cell Banking Consumption and Consumption in Different Application Field (2018-2028)
4.4 Europe GMP Cell Banking Consumption and Consumption in Different Application Field (2018-2028)
4.5 Middle East & Africa GMP Cell Banking Consumption and Consumption in Different Application Field (2018-2028)
4.6 South America GMP Cell Banking Consumption and Consumption in Different Application Field (2018-2028)
5 North America
5.1 US GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
5.2 Canada GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
5.3 Mexico GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
6 Asia
6.1 China GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
6.2 Japan GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
6.3 India GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
6.4 Korea GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
6.5 Southeat Asia GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
7 Europe
7.1 Germany GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
7.2 UK GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
7.3 France GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
7.4 Russia GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
7.5 Italy GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
8 Middle East and Africa
8.1 Saudi GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
8.2 UAE GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
8.3 Egypt GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
8.4 Nigeria GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
8.5 South Africa GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
9 South America
9.1 Brazil GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
9.2 Argentina GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
9.3 Colombia GMP Cell Banking Sales, Revenue and Growth Rate (2018-2028)
10 Global GMP Cell Banking Average Price Trend
10.1 Market Price for Each Type of GMP Cell Banking in North America (2018-2028)
10.2 Market Price for Each Type of GMP Cell Banking in Asia (2018-2028)
10.3 Market Price for Each Type of GMP Cell Banking in Europe (2018-2028)
10.4 Market Price for Each Type of GMP Cell Banking in Middle East & Africa (2018-2028)
10.5 Market Price for Each Type of GMP Cell Banking in South America (2018-2028)
11 Value Chain
11.1 GMP Cell Banking Value Chain Analysis
11.1.1 Upstream
11.1.2 Downstream
11.2 COVID-19 Impact on GMP Cell Banking Industry
11.2.1 Industrial Policy Issued Under the Epidemic Situation
11.2.2 Post-pandemic Era
11.3 Cost-Under the Epidemic Situation
11.3.1 Cost of Raw Material
11.4 Channel Analysis
11.4.1 Distribution Channel-Under the Epidemic Situation
11.4.2 Distributors
12 Major Players of Global GMP Cell Banking Market, Competitive Analysis
12.1 WuXi AppTec
12.1.1 WuXi AppTec Company Profiles and Company News
12.1.2 WuXi AppTec Product Introduction
12.1.3 WuXi AppTec GMP Cell Banking Sales, Revenue (2018-2022)
12.1.4 SWOT Analysis
12.2 Charles River Laboratories International
12.2.1 Charles River Laboratories International Company Profiles and Company News
12.2.2 Charles River Laboratories International Product Introduction
12.2.3 Charles River Laboratories International GMP Cell Banking Sales, Revenue (2018-2022)
12.2.4 SWOT Analysis
12.3 Eurofins Scientific
12.3.1 Eurofins Scientific Company Profiles and Company News
12.3.2 Eurofins Scientific Product Introduction
12.3.3 Eurofins Scientific GMP Cell Banking Sales, Revenue (2018-2022)
12.3.4 SWOT Analysis
12.4 Merck KGaA
12.4.1 Merck KGaA Company Profiles and Company News
12.4.2 Merck KGaA Product Introduction
12.4.3 Merck KGaA GMP Cell Banking Sales, Revenue (2018-2022)
12.4.4 SWOT Analysis
12.5 Goodwin Biotechnology Inc.
12.5.1 Lonza Group Ltd Company Profiles and Company News
12.5.2 Lonza Group Ltd Product Introduction
12.5.3 Lonza Group Ltd GMP Cell Banking Sales, Revenue (2018-2022)
12.5.4 SWOT Analysis
12.6 SGS Ltd
12.6.1 SGS Ltd Company Profiles and Company News
12.6.2 SGS Ltd Product Introduction
12.6.3 SGS Ltd GMP Cell Banking Sales, Revenue (2018-2022)
12.6.4 SWOT Analysis
12.7 ViruSure GmbH
12.7.1 ViruSure GmbH Company Profiles and Company News
12.7.2 ViruSure GmbH Product Introduction
12.7.3 ViruSure GmbH GMP Cell Banking Sales, Revenue (2018-2022)
12.7.4 SWOT Analysis
12.8 Austrianova
12.8.1 Austrianova Company Profiles and Company News
12.8.2 Austrianova Product Introduction
12.8.3 Austrianova GMP Cell Banking Sales, Revenue (2018-2022)
12.8.4 SWOT Analysis
12.9 Goodwin Biotechnology Inc.
12.9.1 Goodwin Biotechnology Inc. Company Profiles and Company News
12.9.2 Goodwin Biotechnology Inc. Product Introduction
12.9.3 Goodwin Biotechnology Inc. GMP Cell Banking Sales, Revenue (2018-2022)
12.9.4 SWOT Analysis
12.10 Paragon Bioservices
12.10.1 Paragon Bioservices Company Profiles and Company News
12.10.2 Paragon Bioservices Product Introduction
12.10.3 Paragon Bioservices GMP Cell Banking Sales, Revenue (2018-2022)
12.10.4 SWOT Analysis
13 Global GMP Cell Banking Market, Competitive Landscape and Market Forecast
13.1 Key Companies Dominating the Global GMP Cell Banking Market
13.2 Concentration Ratio (CR5) of Global GMP Cell Banking Market (2018)
13.2.1 Market Share of Top 5 Players in Term of Revenue (2018)
13.3 Concentration Ratio (CR5) of Global GMP Cell Banking Market (2022)
13.3.1 Market Share of Top 5 Players in Term of Revenue (2022)
14 Conclusion
15 Methodology and Data Source
LIST OF TABLES & FIGURES
List of Tables and Figures
Figure Product Introduction
Table Sales (K Units) and Revenue (Million USD) of Major Players (2018-2022)
Figure Global GMP Cell Banking Sales Market Share of Top 5 Players
Table CAGR of Major Market (2021-2026)
Table CAGR in Terms of Sales of Each Type (2018-2028)
Table Regional Market Share in Terms of Sales (2019-2026)
Figure Regional Market Share in Terms of Sales (2019 - 2020)
Table Regional Market Share in Terms of Revenue (2019-2026)
Figure Regional Market Share in Terms of Revenue (2019 - 2020)
Figure Regional Market Share in Terms of Consumption (2019 - 2020)
Figure Regional Market Share in Terms of Consumption (2019 - 2020)
Table Global GMP Cell Banking Sales (K Unit) by Type (2018-2028)
Figure Global GMP Cell Banking Sales (K Unit) and Growth Rate (2018-2028)
Figure Global GMP Cell Banking Sales Market Share (%) by Type (2019 -2020)
Table Global GMP Cell Banking Revenue (Million USD) by Type (2018-2028)
Figure Global GMP Cell Banking Revenue (Million USD) and Growth Rate (2018-2028)
Figure Global GMP Cell Banking Revenue Market Share (%) by Type (2019-2020)
Figure North America GMP Cell Banking Sales (K Unit) by Type (2018-2028)
Figure North America GMP Cell Banking Sales (K Unit) and Growth Rate (2018-2028)
Figure North America GMP Cell Banking Revenue (Million USD) by Type (2018-2028)
Figure North America GMP Cell Banking Revenue (Million USD) and Growth Rate (2018-2028)
Figure Asia GMP Cell Banking Sales (K Unit) by Type (2018-2028)
Figure Asia GMP Cell Banking Sales (K Unit) and Growth Rate (2018-2028)
Figure Asia GMP Cell Banking Revenue (Million USD) by Type (2018-2028)
Figure Asia GMP Cell Banking Revenue (Million USD) and Growth Rate (2018-2028)
Figure Europe GMP Cell Banking Sales (K Unit) by Type (2018-2028)
Figure Europe GMP Cell Banking Sales (K Unit) and Growth Rate (2018-2028)
Figure Europe GMP Cell Banking Revenue (Million USD) by Type (2018-2028)
Figure Europe GMP Cell Banking Revenue (Million USD) and Growth Rate (2018-2028)
Figure Middle East & Africa GMP Cell Banking Sales (K Unit) by Type (2018-2028)
Figure Middle East & Africa GMP Cell Banking Sales (K Unit) and Growth Rate (2018-2028)
Figure Middle East & Africa GMP Cell Banking Revenue (Million USD) by Type (2018-2028)
Figure Middle East & Africa GMP Cell Banking Revenue (Million USD) and Growth Rate (2018-2028)
Figure South America GMP Cell Banking Sales (K Unit) by Type (2018-2028)
Figure South America GMP Cell Banking Sales (K Unit) and Growth Rate (2018-2028)
Figure South America GMP Cell Banking Revenue (Million USD) by Type (2018-2028)
Figure South America GMP Cell Banking Revenue (Million USD) and Growth Rate (2018-2028)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Figure Consumption (K Unit) and Growth Rate (2018-2028)
Figure Different Application Field Consumption Market Share (%) (2019-2020)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Figure North America GMP Cell Banking Consumption (K Unit) and Growth Rate (2018-2028)
Figure North America GMP Cell Banking Consumption Market Share (%) by Application (2018-2028)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Figure Asia GMP Cell Banking Consumption (K Unit) and Growth Rate (2018-2028)
Figure Asia GMP Cell Banking Consumption Market Share (%) by Application (2018-2028)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Figure Europe GMP Cell Banking Consumption (K Unit) and Growth Rate (2018-2028)
Figure Europe GMP Cell Banking Consumption Market Share (%) by Application (2018-2028)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Figure Middle East & Africa GMP Cell Banking Consumption (K Unit) and Growth Rate (2018-2028)
Figure Middle East & Africa GMP Cell Banking Consumption Market Share (%) by Application (2018-2028)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Figure South America GMP Cell Banking Consumption (K Unit) and Growth Rate (2018-2028)
Figure South America GMP Cell Banking Consumption Market Share (%) by Application (2018-2028)
Table Historical & Forecast GMP Cell Banking Different Application Field Consumption (K Unit)
Table US GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Canada GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Mexico GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table China GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Japan GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table India GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Korea GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Southeast Asia GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Germany GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table UK GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table France GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Russia GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Italy GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Saudi GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table UAE GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Egypt GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Nigeria GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table South Africa GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Brazil GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Argentina GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Colombia GMP Cell Banking Capacity (K Units), Sales (K Units) and Consumption (K Units) (2018-2028) and Proportion of Products Sold
Figure Proportion of Products Sold (%) (2015 -2026)
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in China
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in EU
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in USA
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in Japan
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in India
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in Southeast Asia
Table Market Price (USD/Unit) for Each Type of GMP Cell Banking in South America
Figure Value Chain Structure of GMP Cell Banking
Table Value Chain
Table Key Suppliers of Raw Material/Components
Table Key Downstream Customer in Each Application Field
Table Industry News List of GMP Cell Banking
Figure Cost Structure of GMP Cell Banking in 2020
Table Distributors/Traders List
Table WuXi AppTec Profiles
Table WuXi AppTec GMP Cell Banking Product Introduction
Figure WuXi AppTec GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure WuXi AppTec SWOT Analysis
Table Charles River Laboratories International Profiles
Table Charles River Laboratories International GMP Cell Banking Product Introduction
Figure Charles River Laboratories International GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Charles River Laboratories International SWOT Analysis
Table Eurofins Scientific Profiles
Table Eurofins Scientific GMP Cell Banking Product Introduction
Figure Eurofins Scientific GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Eurofins Scientific SWOT Analysis
Table Merck KGaA Profiles
Table Merck KGaA GMP Cell Banking Product Introduction
Figure Merck KGaA GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Merck KGaA SWOT Analysis
Table Lonza Group Ltd Profiles
Table Lonza Group Ltd GMP Cell Banking Product Introduction
Figure Lonza Group Ltd Medical Devices & Consumables Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Lonza Group Ltd SWOT Analysis
Table SGS Ltd Profiles
Table SGS Ltd GMP Cell Banking Product Introduction
Figure SGS Ltd GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure SGS Ltd SWOT Analysis
Table ViruSure GmbH Profiles
Table ViruSure GmbH GMP Cell Banking Product Introduction
Figure ViruSure GmbH GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure ViruSure GmbH SWOT Analysis
Table Austrianova Profiles
Table Austrianova GMP Cell Banking Product Introduction
Figure Austrianova GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Austrianova SWOT Analysis
Table Goodwin Biotechnology Inc. Profiles
Table Goodwin Biotechnology Inc. GMP Cell Banking Product Introduction
Figure Goodwin Biotechnology Inc. GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Goodwin Biotechnology Inc. SWOT Analysis
Table Paragon Bioservices Profiles
Table Paragon Bioservices GMP Cell Banking Product Introduction
Figure Paragon Bioservices GMP Cell Banking Capacity (Unit), Sales (Unit), Revenue (Million USD) (2018-2022)
Figure Paragon Bioservices SWOT Analysis