Table of Content:

1. Introduction

1.1 Market Definition

1.2 Scope (Inclusion and Exclusions)

1.3 Research Assumptions

2. Executive Summary

2.1 Market Overview

2.2 Regional Synopsis

2.3 Competitive Summary

3. Research Methodology

3.1 Top-Down Approach

3.2 Bottom-up Approach

3.3. Data Validation

3.4 Primary Interviews

4. Market Dynamics Impact Analysis

4.1 Market Driving Factors Analysis

4.1.1 Drivers

4.1.2 Restraints

4.1.3 Opportunities

4.1.4 Challenges

4.2 PESTLE Analysis

4.3 Porter’s Five Forces Model

5. Statistical Insights and Trends Reporting

5.1 Application Trends by Sector

5.2 Advances in Product Development

5.3 Drug Volume: Production and usage volumes of pharmaceuticals.

5.4 Challenges in Supply Chain and Distribution

6. Competitive Landscape

6.1 List of Major Companies, By Region

6.2 Market Share Analysis, By Region

6.3 Product Benchmarking

6.3.1 Product specifications and features

6.3.2 Pricing

6.4 Strategic Initiatives

6.4.1 Marketing and promotional activities

6.4.2 Distribution and supply chain strategies

6.4.3 Expansion plans and new product launches

6.4.4 Strategic partnerships and collaborations

6.5 Technological Advancements

6.6 Market Positioning and Branding

7. Cell Freezing Media Market Segmentation, by Product

7.1 Chapter Overview

7.2 DMSO

7.2.1 DMSO Market Trends Analysis (2020-2032)

7.2.2 DMSO Market Size Estimates and Forecasts to 2032 (USD Billion)

7.3 Glycerol

7.3.1 Glycerol Market Trends Analysis (2020-2032)

7.3.2 Glycerol Market Size Estimates and Forecasts to 2032 (USD Billion)

7.4 Others

7.4.1 Others Market Trends Analysis (2020-2032)

7.4.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)

8. Cell Freezing Media Market Segmentation, by Application

8.1 Chapter Overview

8.2 Stem Cell lines

8.2.1 Stem Cell lines Market Trends Analysis (2020-2032)

8.2.2 Stem Cell lines Market Size Estimates and Forecasts to 2032 (USD Billion)

8.3 Cancer Cell Lines

8.3.1 Cancer Cell Lines Market Trends Analysis (2020-2032)

8.3.2 Cancer Cell Lines Market Size Estimates and Forecasts to 2032 (USD Billion)

8.4 Others

8.4.1 Others Market Trends Analysis (2020-2032)

8.4.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)

9. Cell Freezing Media Market Segmentation, by End Use

9.1 Chapter Overview

9.2 Pharmaceutical and Biotechnological Companies

9.2.1 Pharmaceutical and Biotechnological Companies Market Trends Analysis (2020-2032)

9.2.2 Pharmaceutical and Biotechnological Companies Market Size Estimates and Forecasts to 2032 (USD Billion)

9.3 Research & Academic Institutes

9.3.1 Research & Academic Institutes Market Trends Analysis (2020-2032)

9.3.2 Research & Academic Institutes Market Size Estimates and Forecasts to 2032 (USD Billion)

9.4 Others

               9.4.1 Others Market Trends Analysis (2020-2032)

9.4.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)

10. Regional Analysis

10.1 Chapter Overview

10.2 North America

10.2.1 Trends Analysis

10.2.2 North America Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.2.3 North America Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.2.4 North America Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.2.5 North America Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.2.6 USA

10.2.6.1 USA Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.2.6.2 USA Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.2.6.3 USA Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.2.7 Canada

10.2.7.1 Canada Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.2.7.2 Canada Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.2.7.3 Canada Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.2.8 Mexico

10.2.8.1 Mexico Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.2.8.2 Mexico Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.2.8.3 Mexico Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3 Europe

10.3.1 Eastern Europe

10.3.1.1 Trends Analysis

10.3.1.2 Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.3.1.3 Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.3.1.4 Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.1.5 Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.1.6 Poland

10.3.1.6.1 Poland Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.1.6.2 Poland Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.1.6.3 Poland Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.1.7 Romania

10.3.1.7.1 Romania Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.1.7.2 Romania Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.1.7.3 Romania Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.1.8 Hungary

10.3.1.8.1 Hungary Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.1.8.2 Hungary Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.1.8.3 Hungary Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.1.9 Turkey

10.3.1.9.1 Turkey Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.1.9.2 Turkey Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.1.9.3 Turkey Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.1.10 Rest of Eastern Europe

10.3.1.10.1 Rest of Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.1.10.2 Rest of Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.1.10.3 Rest of Eastern Europe Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2 Western Europe

10.3.2.1 Trends Analysis

10.3.2.2 Western Europe Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.3.2.3 Western Europe Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.3.2.4 Western Europe Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.5 Western Europe Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.6 Germany

10.3.2.6.1 Germany Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.6.2 Germany Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.6.3 Germany Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.7 France

10.3.2.7.1 France Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.7.2 France Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.7.3 France Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.8 UK

10.3.2.8.1 UK Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.8.2 UK Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.8.3 UK Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.9 Italy

10.3.2.9.1 Italy Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.9.2 Italy Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.9.3 Italy Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.10 Spain

10.3.2.10.1 Spain Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.10.2 Spain Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.10.3 Spain Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.11 Netherlands

10.3.2.11.1 Netherlands Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.11.2 Netherlands Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.11.3 Netherlands Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.12 Switzerland

10.3.2.12.1 Switzerland Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.12.2 Switzerland Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.12.3 Switzerland Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.13 Austria

10.3.2.13.1 Austria Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.13.2 Austria Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.13.3 Austria Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.3.2.14 Rest of Western Europe

10.3.2.14.1 Rest of Western Europe Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.3.2.14.2 Rest of Western Europe Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.3.2.14.3 Rest of Western Europe Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4 Asia Pacific

10.4.1 Trends Analysis

10.4.2 Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.4.3 Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.4.4 Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.5 Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.6 China

10.4.6.1 China Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.6.2 China Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.6.3 China Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.7 India

10.4.7.1 India Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.7.2 India Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.7.3 India Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.8 Japan

10.4.8.1 Japan Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.8.2 Japan Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.8.3 Japan Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.9 South Korea

10.4.9.1 South Korea Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.9.2 South Korea Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.9.3 South Korea Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.10 Vietnam

10.4.10.1 Vietnam Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.10.2 Vietnam Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.10.3 Vietnam Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.11 Singapore

10.4.11.1 Singapore Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.11.2 Singapore Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.11.3 Singapore Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.12 Australia

10.4.12.1 Australia Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.12.2 Australia Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.12.3 Australia Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.4.13 Rest of Asia Pacific

10.4.13.1 Rest of Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.4.13.2 Rest of Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.4.13.3 Rest of Asia Pacific Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5 Middle East and Africa

10.5.1 Middle East

10.5.1.1 Trends Analysis

10.5.1.2 Middle East Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.5.1.3 Middle East Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.5.1.4 Middle East Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.1.5 Middle East Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.1.6 UAE

10.5.1.6.1 UAE Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.1.6.2 UAE Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.1.6.3 UAE Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.1.7 Egypt

10.5.1.7.1 Egypt Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.1.7.2 Egypt Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.1.7.3 Egypt Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.1.8 Saudi Arabia

10.5.1.8.1 Saudi Arabia Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.1.8.2 Saudi Arabia Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.1.8.3 Saudi Arabia Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.1.9 Qatar

10.5.1.9.1 Qatar Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.1.9.2 Qatar Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.1.9.3 Qatar Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.1.10 Rest of Middle East

10.5.1.10.1 Rest of Middle East Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.1.10.2 Rest of Middle East Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.1.10.3 Rest of Middle East Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.2 Africa

10.5.2.1 Trends Analysis

10.5.2.2 Africa Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.5.2.3 Africa Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.5.2.4 Africa Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.2.5 Africa Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.2.6 South Africa

10.5.2.6.1 South Africa Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.2.6.2 South Africa Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.2.6.3 South Africa Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.2.7 Nigeria

10.5.2.7.1 Nigeria Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.2.7.2 Nigeria Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.2.7.3 Nigeria Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.5.2.8 Rest of Africa

10.5.2.8.1 Rest of Africa Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.5.2.8.2 Rest of Africa Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.5.2.8.3 Rest of Africa Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.6 Latin America

10.6.1 Trends Analysis

10.6.2 Latin America Cell Freezing Media Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)

10.6.3 Latin America Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)  

10.6.4 Latin America Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.6.5 Latin America Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.6.6 Brazil

10.6.6.1 Brazil Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.6.6.2 Brazil Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.6.6.3 Brazil Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.6.7 Argentina

10.6.7.1 Argentina Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.6.7.2 Argentina Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.6.7.3 Argentina Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.6.8 Colombia

10.6.8.1 Colombia Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.6.8.2 Colombia Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.6.8.3 Colombia Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

10.6.9 Rest of Latin America

10.6.9.1 Rest of Latin America Cell Freezing Media Market Estimates and Forecasts, by Product (2020-2032) (USD Billion)

10.6.9.2 Rest of Latin America Cell Freezing Media Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)

10.6.9.3 Rest of Latin America Cell Freezing Media Market Estimates and Forecasts, by End Use (2020-2032) (USD Billion)

11. Company Profiles

11.1 Thermo Fisher Scientific, Inc.

11.1.1 Company Overview

11.1.2 Financial

11.1.3 Products/ Services Offered

11.1.4 SWOT Analysis

11.2 Merck KGaA

11.2.1 Company Overview

11.2.2 Financial

11.2.3 Products/ Services Offered

11.2.4 SWOT Analysis

11.3 Sartorius AG

11.3.1 Company Overview

11.3.2 Financial

11.3.3 Products/ Services Offered

11.3.4 SWOT Analysis

11.4 BioLife Solutions, Inc.

11.4.1 Company Overview

11.4.2 Financial

11.4.3 Products/ Services Offered

11.4.4 SWOT Analysis

11.5 Bio-Techne

11.5.1 Company Overview

11.5.2 Financial

11.5.3 Products/ Services Offered

11.5.4 SWOT Analysis

11.6 HiMedia Laboratories

11.6.1 Company Overview

11.6.2 Financial

11.6.3 Products/ Services Offered

11.6.4 SWOT Analysis

11.7 PromoCell GmbH

11.7.1 Company Overview

11.7.2 Financial

11.7.3 Products/ Services Offered

11.7.4 SWOT Analysis

11.8 Capricorn Scientific

11.8.1 Company Overview

11.8.2 Financial

11.8.3 Products/ Services Offered

11.8.4 SWOT Analysis

11.9 Cell Applications, Inc.

11.9.1 Company Overview

11.9.2 Financial

11.9.3 Products/ Services Offered

11.9.4 SWOT Analysis

11.10 STEMCELL Technologies

11.10.1 Company Overview

11.10.2 Financial

11.10.3 Products/ Services Offered

11.10.4 SWOT Analysis

12. Use Cases and Best Practices

13. Conclusion