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Human Practices

It would be treating mastitis without antibiotics, the dream of every milk producer. - Rodolfo Jaquez

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Overview

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Silver🥈

Integrated Human Practices🥇

Overview

Everything starts with a necessity, only initiative is required to make a change. Since the beginning of our project, we had our sights set on working with cows, these beautiful animals that provide us with milk, a highly nutritious food for many.1 While investigating current issues in our community, we came across mastitis a bacterial infection that results in swelling and pain, affecting the cow's udder.Dairy mastitis is a significant concern,as it leads to decreased milk production,changes in milk quality, andeconomic losses for dairy farmers. ,a highly common infection in dairy cows. This is when our journey begins.

Aureobos a non-antibiotic treatment for mastitis, strives to minimize the necessity for milk withdrawal during treatment, In this way, food waste and economic losses suffered by milk producers would be reduced. Our goal is to address the challenges of today’s world, which encompass nutritional, economic, and health-related issues. We also aim to contribute to the Sustainable development goals (SDG9 number 12 Responsible Consumption and Production, since it contributes to reducing food waste.2 Finally SDG number 15, Life on land3 the use of antibiotics during mastitis treatment is not only eliminated through milk, but also through urine and excrement, with Aureobos we would be reducing land contamination, as endolysins do not have any negative or harmful effect on the soil4, cooperating with the objective of this SDG.

ODS2 ODS3 ODS12 ODS15

Figure. 1 SDG 2 Zero Hunger, SDG 3 Good health and well-being, SDG 12 Responsible Consumption and Production,SDG 15 Life on land


References

(1)Food and Agriculture Organization of the United Nations. Dairy production and products: Production. www.fao.org. https://www.fao.org/dairy-production-products/production/en/ (accessed 2023-10-10).
(2)Moran, M. Consumo y producción sostenibles - Desarrollo Sostenible. Desarrollo Sostenible. https://www.un.org/sustainabledevelopment/es/sustainable-consumption-production/ (accessed 2023-10-10).
(3)Moran, M. Bosques, desertificación y diversidad biológica. Desarrollo Sostenible. https://www.un.org/sustainabledevelopment/es/biodiversity/ (accessed 2023-10-10).
(4)Schmelcher, M.; Loessner, M. Sci-Hub | Bacteriophage endolysins: applications for food safety. Current Opinion in Biotechnology, 37, 76–87 | 10.1016/j.copbio.2015.10.005. sci-hub.se. https://sci-hub.se/https://www.sciencedirect.com/science/article/abs/pii/S095816691500155X?via%3Dihub (accessed 2023-10-10).


Silver


Addressing a global problem 🌎

Milk is a staple food worldwide, during the development of our project we noticed the importance of dairy cow health for producing high-quality milk, affecting both the community we live in and the world, where 8 billion people live, a concerning issue comes to light the high demand for milk. In the year 2022, 366.800 million kilograms of milk were consumed, and as we fast forward to 2028, estimates indicate that the consumption will ascend to 435.000 million kilograms.1 Having addressed the magnitude of the people with whom we share this staple food, we can emphasize on the problem we face.

Mastitis is estimated to cost the global dairy industry $19.7B-32B USD annually.2

This infection affects between 15% and 20% of the cattle population each year.3 This is a common and costly disease that influences dairy cattle, reducing milk quality and quantity. We are getting closer to our local community! But first, let's talk about the importance of dairy in Mexico.

post_it_1 post_it_2 post_it_3



Considering the impact of the industry on the Mexican economy, and its importance in the production of the basic Mexican food basket4 The term basic basket, in the economic field, refers to the set of products and services considered essential for the subsistence and well-being of the members of a family. ,milk is one of the essentials in the diet of many, ranking México as the 8th largest milk consumer.5


At home 🏠

In our hometown, Chihuahua the main livestock activity developed is the production of bovine milk, representing a high economic importance since it occupies the fourth place nationally6 in total milk production.

graficas

Figure 2.Biggest milk productors in México.7

Consulting this information we noticed how important this problem was for our community. Here is when we started mapping people involved in the milking process, we wanted to listen with our own ears and see with our own eyes, how the industry and small-scale producers dealt with mastitis.



Where it all started

To gain a true understanding of the issue, we decided to experience it firsthand. We had a brainstorming session with our team, in which we identified the parties involved in the process and evaluated whether they were being positively or negatively affected. We came up with a value chain that goes from the treatments and the people involved in their development, to the public approval, or us, milk consumers. This approach played a significant role in shaping our project's success as it offered us valuable insights, identified needs, and outlined requirements for addressing the mastitis problem.


Before we aboard what we learned from each stakeholder, we want to address the importance each of them has in the development of our project.

gotas_diagrama

Treatment

They play an essential role in health care, due to their significant influence in decision making and success in treatment strategies.

Milking Process

They play an essential role in health care, due to their significant influence in decision making and success in treatment strategies.

Diagnostic

Provide accurate identification of the specific microorganisms involved. Explore new treatment strategies to combat microbial resistance and limit its spread. Deliver monitoring treatment progress through follow-up testing.

Milk Processing

They design and optimize the processing steps involved in turning raw milk into various dairy products, as well as the data collection on mastitis prevalence, allowing for monitoring of regional trends and the identification of potential outbreaks. Segregate milk contaminated with mastitis.

Quality

Implement processes that ensure the safety and quality aspects that affect consumers health. Analyze milk samples for quality and potential signs of mastitis. as well as the Design and implementation processes that ensure the safety and quality of dairy products. Maintain strict quality control standards.

Normativity

Establish the standards and values that guide our judgments and actions. We are trying to solve a problem that has important implications for human and animal welfare, environmental sustainability, and economic efficiency.

Public Aproval

We surveyed dairy consumers to understand their awareness, perception, and acceptance of non-antibiotic alternative for treating mastitis. Additionally, we aimed to determine the level of knowledge about the mastitis issue in the community.

Entrepreneurship

Including entrepreneurship, allows us to tap into Market Validation, product evaluation and business viability, thanks to the valuable insights entrepreneurs our product is It is linked to human practices.

Milking Process

Provide specialized knowledge and skills that are essential for effective management and prevention of this condition. Including clinical diagnosis, treatmente guidance, and facility and milking equipment design.






Our first encounter


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Figure 3. Our first visit at "DELMAR´s ranch in Delicias,Chihuahua



Since the very beginning we established contact with DELMAR´s zootechnical veterinary doctor Alfredo Arroyo, a cowshed in Delicias, Chihuahua. DELMAR supplies Alpura, one of the biggest dairy industries of the country, occupying second place as the best seller of milk and dairy products in the country.8 We could say this was actually our first encounter with a big industry such as DELMAR, in which we learned that good hygiene practices must be taken into account during the milking process. This interview was really important as it marks the start of our first objective, understanding the problem.


Identify the main problems

Let's talk about the milking process stakeholders which includes dairy cattle owners, veterinary zootechnicians, and zootechnical engineers here we were able to identify the problematic, and how much it affects dairy industry from small to large producers. According to the interviews, during this process is where the problem develops. We interviewed several Veterinary Zootechnicians as well as small, medium, and large producers, and dairy industries to gain a better understanding of why mastitis was a recurent problem, and why it took place in the milking parlor. From the collected information, we identified 4 main problems that they all had in common, high treatment costs, milk withdrawal, antibiotic resistance, and food waste, of which we will speak more specifically about below.

High treatment cost

Many small-scale producers do not have access to conventional treatments, because of the elevated prices at the market, they even use everyday supplies to ensure good hygiene in their sheds. On the other hand, we have the dairy industry, which has a full stock of antibiotics when needed. However, mastitis incurs significant financial losses in the global dairy industry, amounting to an estimated 4.7B to 7.68B USD in veterinary fees and drug expenses.2
Veterinary zootechnicians who manage dairy cow sheds, pointed out that mastitis represents the greatest expense in relation to cattle diseases, so no matter how expensive the treatments are, both sectors are affected economically.
Feel free to visit our Entrepreneurship page to see the market and Aureobos comparison!

Figure 4. Comparison between the medicine shelf form a big and small producer


Milk Withdrawal

Once antibiotics are administered during the sickness, they are excreted through pee, excrement, and most importantly in milk. During our interviews, the most mentioned antibiotics employed for treating mastitis were Ceftiofur, Mastex, Cefavet, Mastijet, Enromastic, and Pencivet. The withdrawal period that every antibiotic requires reduces the overall milk production per dairy, contributing to economic losses for the producer. As we can see in Fig.8, the most common antibiotics on the market require long milk withdrawal periods except for Ceftiofur. This is really concerning not only because of the economic losses but for the food that is going to waste during the process.

Milk Withdrawl Period

Hours of Withdrawal
Antibiotics

95

Mastex

95

Mastijet

80

Cefavet

70

Pencivet

70

Enromastic

0

Ceftiofur

Figure 5. Milk Withdrawal period of the primary antibiotics used for treating mastitis


Antibiotic resistance

Antimicrobial resistance (AMR) poses a significant threat to global health and development, necessitating immediate, multi-sectoral intervention.15 COESPRIS stated that by 2050, health problems related to antimicrobials will surpass those related to cancer. 13 of 20 small producers and Veterinary Zootechnicians mentioned antibiotic resistance as an actual or potential future problem for them, this was very concerning.


Figure 6. Antibiotics suministered at a small cowshed in Delicias, Chihuahua.


"The World Health Organization (WHO) lists antimicrobial resistance (AMR) among top 10 threats for global health.
Antimicrobial resistance threatens human and animal health welfare, the enviroment, food nutrition and security, economic development, and equity within societies"


Food Waste

Mastitis causes significant milk wastage due to the current treatments, most of which involve antibiotics. The presence of antibiotics leads to a milk withdrawal period, during which the produced milk is discarded because it is not safe for human consumption.16 According to interviews conducted, a cow typically produces 20-35 liters of milk per day. The milk withdrawal period lasts for 5 days, resulting in the loss of 100-175 liters of wasted milk. This represents a very big concern, since in addition to generating economic losses, it contributes to food waste.

Figure 7. Milk containers in Faculty of Agricultural Sciences in Delicias, Chihuahua, Mexico.



Milk processing and diagnostic

We've arrived at the second section of our value chain: the milk processing and diagnostic areas, which were fundamental in the development of our project. Both of these sections from the value chain go hand in hand since in the milk collection centers, there are laboratories that analyze it. Milk collection centers and the dairy industry provided us with regulations and requirements that they ask for when a pipe of milk arrives at the place. This place processes milk from small producers and assures good quality milk. Mastitis is directly reflected in the number of somatic cells presented in milk, which makes it a crucial parameter to determine its acceptability in collection centers or in companies that process milk-derived foods.

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Figure 8. different interactions in the areas of diagnosis and milk processing


There is a variety of detection methods used for SCC (Somatic Cell Count) , during the interviews with our stakeholders they mentioned three really important methods, California Test, Wisconsin Test, and milk conductivity.

California Test

This test is the most commonly used in the industry for subclinical mastitis detection. It is a qualitative measurement that involves a reactant (Sodium Lauryl sulfate 2%, Crystal violet 0.0033%, Aqueous vehicle q.s., reagent in solution)18 and a blast of milk.

Figure 9. California Test example carried out in Cbta 90 (High school in Cuauhtemoc)


How to interpret results from the test?

The results can be categorized ranging from a negative outcome where the milk and reagent maintain a liquid consistency to the highest cell count, where the milk-reagent mixture nearly solidifies, so the higher the cell presence, the more DNA concentration is released, leading to increased gelatin formation, ultimately resulting in our interpretation of the result as indicating the most pronounced level of inflammation.

Wisconsin Test

We also had an interview with Gabriela Mapes, a stakeholder in the pharmaceutical area, as she works with Zoetis a well-known global animal health company that specializes in the development and manufacturing of veterinary pharmaceuticals, vaccines, diagnostics, and various other products and services related to animal health and well-being. During our interview, she mentioned the use of WMT test for SCC, so we delved into finding out what it consisted.

The Wisconsin Mastitis Test (WMT) Was created with laboratories in mind, and it's like a detective tool for milk quality. It helps us figure out the amount of somatic cells present in fresh blended milk, milk from chilling tanks, and even milk from individual cows. It is similar to the California Test (CMT) in terms of the solution it uses. But here's the cool part: instead of just giving a qualitative result like the CMT, the WMT gives us a quantitative result, that is detailed on the numbers based on how thick the milk becomes. It's like having a precise measurement to understand the milk's health.WMT consists of using a millimeter-marked tube into which you place 2 ml of milk, along with a mixture of 2 ml of CMT reagent and distilled water in equal parts, which is then mixed.

Milk Conductivity

Measurement of electrical conductivity (EC) is a method frequently used in dairy cows during milking in milking parlors, but especially in robotic milking as a low-cost mastitis detection method. Therefore conductivity of milk seems to hold promise as an indicator of subclinical mastitis.20


Treatment, quality and normativity

During this three sections we were able to develop our product formulation and the normativities that it implies launching it to the market, that´s why we also included in our value chain a entrepreneurship section. We believe that getting feedback from people who are involved with money matters, such as investors and entrepreneurs, can help us confirm the viability of our product for market launch and assess its overall reception. This input from key stakeholders is essential for validating our product's potential success.


Public Approval

Finally, we, milk consumers, what do we know and think about this problem? And how can we contribute? This is why we conduct interviews with different age groups and social classes with the objective of measure your level of knowledge and concerns regarding mastitis and the consumption of dairy products. If you want to know more about public approval feel free to visit our Integrated Human Practices.
Now you know our stakeholders and how important they are to us, and how addressing these challenges is of utmost importance to safeguard both animal and human health while ensuring sustainable dairy production practices. Developing alternative treatment approaches and promoting prudent antibiotic use are critical steps in mitigating the impact of mastitis on the dairy industry.


Values of Aureobos

Since the beginning of our project, we decided that we wanted a project based on and aligned with positive values. We've prioritized values that address the concerns of our stakeholders, particularly dairy farmers who directly experience the problem of mastitis. Our values are chosen carefully to reflect our responsibility to the world, the broader population, and the environment.
These values are central to our commitment to developing a project that positively impacts our community and the world. We have made several key commitments, including focusing on our stakeholders to effectively solve the problem, respecting their privacy, using collected information solely for academic and research purposes, maintaining our integrity and moral values at all times, ensuring the safe development of the project both inside and outside the laboratory, and utilizing synthetic biology to reduce food waste and prevent future health issues in our community and beyond.

Hover over the values to learn how the value relates to Aureobos and how we implement it.

Public Health

Relation with Aureobos

Another fundamental pillar of our project is to safeguard public health, since endolysin mastitis treatment represents an alternative to the use of antibiotics, therefore, reducing the incidence of antimicrobial resistance. This problem has a direct impact on human health, since we, as consumers of dairy products, are affected by it. If milk withdrawal times are not followed, antibiotic resistance can be transmitted to humans through ingestion of milk from animals treated with antibiotics.





Implementation

A non-antibiotic treatment for bovine mastitis to effectively reduce antimicrobial resistance within cows. This approach ensures that the milk intended for human consumption remains free from antibiotics.

Anti-waste

Relation with Aureobos

The main goal of AureoBos is to effectively tackle the issue of milk losses and wastage caused by bovine mastitis, condition that can lead to significant production declines of up to 30 - 40% per affected cow according to our stakeholders. Currently, milk from infected cows is either entirely discarded or redirected to male calves, resulting in the squandering of thousands of liters of milk on a daily basis. Our project endeavors to address these challenges and enhance milk production efficiency through strategic mitigation measures.

Implementation

Aureobos is focused on advancing the development of a recombinant endolysin-based solution, a promising avenue to offer antibiotic-free treatment to effectively treat bovine mastitis. This innovative approach aims to address the condition without the need to withdraw the milk, consequently leading to reduced milk wastage.

Integrity

Relation with Aureobos

Another fundamental pollar of our project is to safeguard public health, since endolysim mastitis treatmenr represents an alternaitva to the use of antibiotics, therefore reducin the incidence of antimicrobial resistance, this problem has a direct impact on human health since we as consumers of diarity products are affected by ut. if milk wirhdreawl time are nor followed antiviotic resistance can be transmitted to humans throug ingestion of milk from animals treated with antibiotics

Implementation

A non-antibiiotic treatment for bovine mastitis to effectively reduce antimicrobial resistance within cows. this aproach ensueres that the milk intended for human consuption remains free from antibiotics

Privacy

Relation with Aureobos

One of the most important values during the development of our project, especially in the field of human practices, is privacy, because at every approach with our stakeholders we commit our efforts to safeguard the identity of all the people, companies, and agencies involved in our project, as well as the protection of the data provided.

Implementation

Throughout the development of Aureobos, we have consistently prioritized the safeguarding of our stakeholders' privacy. We have established a privacy notice that explicitly outlines that the use of information only would be for academic and research purposes. Furthermore, we ensure that the identities of contributors remain confidential, unless they openly opt for their information to be shared.

Sustainability

Relation with Aureobos

Another core value embedded in our project is our commitment to environmental sustainability. We also place a strong emphasis on reducing the adverse impacts of dairy farming, particularly on minimizing antibiotic residues in soil and water. This problem stems from the biological waste produced by cows, including urine and manure. Our conscientious approach to offer a non-antibiotic treatment promotes a more environmentally friendly dairy industry.

Implementation

Presenting a treatment grounded in recombinant endolysins, which holds the potential to minimize the usage of antibiotics within the dairy sector. This strategic shift not only addresses the welfare of livestock but also mitigates the detrimental effects of antibiotics on soil and water ecosystems.

Our project is aimed at addressing a critical issue in the dairy industry: the excessive waste of milk caused by antibiotic treatments for mastitis in dairy cows. To address this issue, our project proposes a non-antibiotic alternative that is effective, safe, and sustainable. This approach also contributes to fighting antibiotic resistance, a major public health concern, by reducing antibiotic use in dairy farming. Additionally, the project focuses on environmental friendliness, minimizing the negative impact of dairy farming by reducing antibiotic residues in the soil and water. It prioritizes animal welfare, providing a non-invasive and painless treatment for dairy cows, allowing them to maintain normal lactation. For dairy farmers, this solution offers economic benefits, cutting losses related to mastitis and increasing consumer trust and satisfaction. In this way, we ensure that our project is not only responsible and beneficial for the world but also addresses key challenges in the dairy industry, benefiting animals, farmers, and the environment while contributing to public health.

As we listened to people facing this challenge on a daily basis, it became evident that we have the opportunity to offer them a practical solution in the form of a product—an alternative to existing remedies. We have strategically chosen to adopt an intramammary infusion presentation for AureoBos. This decision is rooted in the advantages of a more direct application, as well as eliminating the need for thorough operator training. To expand our project, we aim to transform it into a startup and embrace an entrepreneurial mindset where we visualize our project being implemented and used as a cream formulated for intramammary infusion, administered through the affected teat of the cow, by those who are currently facing the challenge of mastitis — dairy cattle owners influenced by veterinarian zootechnicians, which is thoroughly explained in our entrepreneurship section.
Besides our end users, we envision AureoBos becoming a precedent in synthetic biology for innovative and technological solutions to other agricultural and medical challenges. As the world has been evolving, a series of complex challenges have emerged. More than ever, being able to impact the world through a multifaceted approach has become indispensable. After having heard the different consequences of mastitis through our stakeholders during our visits and interviews, with AureoBos we aim to have a meaningful impact on multiple levels which are listed below. We have learned through our fieldwork, mostly that contaminated milk which is withdrawn from cows that suffer from mastitis goes directly to waste or in some cases, in small communities, it is sold for a lower price. With this we will also be impacting on the reduction and mitigation of milk waste, as well as securing proper nutrition without the possibility of a transmission of a zoonotic disease.

Let’s make sure that every drop of milk counts and that no one goes hungry or thirsty because of our carelessness

Healthy cows, Healthy milk, Healthy people. Non-antibiotic alternatives matter.

Social

  • Empowers dairy farmers, by offering a viable solution to a persistent problem. Reduced mastitis cases mean less economic burden and a better livelihood for farmers.
  • Enhances the dairy industry's reputation through the production of high quaility milk, ensuring its suitability for safe human consumption.

Food

  • Reducing milk waste.
  • Eliminates the need to withhold milk, enabling a quick stabilization of the expected milk production in cows treated for mastitis.

Health

  • Protects cattle from developing resistance to antibiotics.
  • Avoids the use of antibiotics and incidentally the presence of antibiotics in milk.
  • Contributes with no more antibiotic resistance.

Political

  • Aligns to the political agendas focusing on environmental sustainability, food waste reduction, global health economic development and responsible livestock farming.

Economic

  • Reduces the economic losses through the decrease of the milk waste, and preventing the lose of the cows.
  • Prevents the high costs associated with antibiotic treatments for mastitis.

Environmental

  • Leaves no residue in milk.
  • Causes no harm to soil and water.
  • Helps prevent floor contamination.

Reflection & conclusion

Since the start of iGEM we have been motivated by the purpose of developing a project that will revolutionize our community & the world, while always adhering to our core values. To make this possible, at the beginning we mapped out the areas and stakeholders involved in the problem, to have a broader perspective of it. We explored the best way to connect with all the involved parts, to deeply understand how they experience the problem and how it affects them. We conducted interviews helping us detect the insights of the problem that aren’t perceptible by outside, and also validating the way that was intended to approach it. Through these interactions, the detailed analysis, and the literature research, we were able to understand the problem in a better way, and develop a meaningful solution for it. Click on the circles in the diagram below to explore how our value chain impacts the implementation of our project, providing a summary of the potential and challenges associated with the development of our project, depending on our stakeholder’s areas.

Click the AureoBos Logo to see more information.

  • Potential:

    - Aureobos offers a treatment for bovine mastitis that does not cause antimicrobial resistance.

    - Currently there is a lack of non-antibiotic treatments, leaving only a few options to treat Bovine Mastitis.

    - Its application method is easy and practical, without the need for specialized training or difficult procedures.

    Challenges:

    - AureoBos is a product that still requires experimentation in dairy cattle, and experimental tests to its release.

    - To release a new treatment through a pharmaceutical company requires many tests, regulations, and time.

  • Potential:

    - Bovine Mastitis causes milk changes that are reflected on the milk properties and quality.

    Challenges:

    - One of the main problems of antibiotic treatments is that they are eliminated through milk, and this is not permitted to use the milk for consumption.

  • Potential:

    -Acquiring veterinary products is not that difficult.

    Challenges:

    - The regulations for veterinary treatments are deficient.

    - Any process for product registration is expensive and time-consuming.

  • Potential:

    - Milk is one of the staple foods in the daily diet of every family, and basic for a good nutrition.

    - Aureobos ensures that the milk produced does not have negative repercussions on human health.

    Challenges:

    - The lack of information among the Mexican population makes it difficult to accept non-conventional products such as Aureobos.

    - The general public is not very aware of the problem.

  • Potential:

    - AureoBos provides a solution to avoid milk withdrawal, something that causes important milk wastage and economic losses to dairy producers.

    - S. aureus is the most difficult microorganism to fight against, and can cause cows to be sent to the slaughterhouse.

    - The Dairy Cattle owners are willing to try a product that does not cause milk withdrawal.

    Challenges:

    - Make them more informed of Synthetic Biology, without having stereotypes about science and Synthetic Biology products.

    - Treatments based on endolysins are not very known.

  • Potential:

    - The main concern for the milk industry is the presence of antibiotics in milk at the time to acquire it to process it.

    - Milk that exhibits changes in composition cannot be used to produce other dairy products or be consumed.

    Challenges:

    - Bovine Mastitis leads to significant economic losses in the milk industry.

  • Potential

    - AureoBos fights against the most common microorganisms that are responsible for bovine mastitis.

    Challenges:

    - Small producers are not used to test their cows, that´s why they use antibiotic cocktails, contributing to antibiotic resistance.


CLOSE THE LOOP

In iGEM, 'closing the loop' means teams approach complex biological challenges in a smart and sustainable way. It's not just about making cool biological innovations, but also thinking about how it'll affect the world in the long run – things like ethics, the environment, and society.
So, when we talk about 'closing the loop' for Aureobos, we're talking about making sure our research is responsible and has real-world uses. We're not just doing fancy science; we're doing science that's smart, safe and thinks ahead. During our human practices work we received feedback from many people, but what are we giving them in return? We noticed that many dairy farmers, both in small, medium, and large industries, do not have a certified manual containing essential information to effectively manage a dairy farm. For this reason, we decided to embark on the task of creating a manual that covers good practices in hygiene, breeding, feeding, and, especially, the control of mastitis. It is essential to emphasize that this manual is made up of all the information collected during the interviews carried out by our team. In addition, this information was validated with bibliographic sources that include authors such as government entities and large companies in our country. Click to see our manual!

References

(1)Orús, A. Productos lácteos: consumo a nivel mundial 2018-2028. Statista. https://es.statista.com/estadisticas/1310300/consumo-mundial-de-productos-lacteos-a-nivel-mundial/.

(2)Behind The Bench Staff. How Much is Mastitis Costing Your Dairy Farm? ThermoFisher SCIENTIFIC. https://www.thermofisher.com/blog/behindthebench/how-much-is-mastitis-costing-your-dairy-farm/ (accessed 2023-10-10).

(3)Tomanić, D.; Samardžija, M.; Kovačević, Z. Alternatives to Antimicrobial Treatment in Bovine Mastitis Therapy: A Review. Antibiotics 2023, 12 (4), 683. https://doi.org/10.3390/antibiotics12040683.

(4)PROFECO. QUIEN ES QUIEN EN LOS PRECIOS, PRODUCTOS DE PRIMER NECESIDAD. profeco.gob. https://www.profeco.gob.mx/precios/canasta/primeran/2023/QQPPRIMERAN_100923.pdf (accessed 2023-10-10).

(5)Navarro, P. Topic: Dairy market in Mexico. Statista. https://www.statista.com/topics/9990/dairy-market-in-mexico/#topicOverview (accessed 2023-10-10).

(6)Gladys. Chihuahua, fourth national place in milk production – El Heraldo de Chihuahua. euro.ES Euro. https://euro.eseuro.com/local/1070667.html (accessed 2023-10-10).

(7)SIAP. Escenario Mensual de Productos Agroalimentarios; 2022. https://www.gob.mx/cms/uploads/attachment/file/744355/Leche_de_bovino_Junio.pdf (accessed 2023-10-10).

(8)SIG. Alpura launches an innovation in Mexico: Evaporated milk in carton packs with screw cap. SIG. https://www.sig.biz/investors/fr/news-events/press-releases/alpura-launches-an-innovation-in-mexico-evaporated-milk-in-carton-packs-with-screw-cap (accessed 2023-10-11).

(9)CEFAVET. CEFAVET® / Listado de Productos / Especies y Productos / Ceva Mexico. Ceva Mexico. https://www.ceva.com.mx/Especies-y-Productos/Listado-de-Productos/CEFAVET-R (accessed 2023-10-11).

(10)SANI. MASTEX - FORT DODGE. Vademecum Sani. https://www.vademecumsani.com/producto2.php?id_producto=5697 (accessed 2023-10-11).

(11)MSD salud animal. MASTIJET FORT®. MSD Salud Animal México. https://www.msd-salud-animal.mx/productos/mastijet-fort/#:~:text=Es%20una%20suspensi%C3%B3n%20oleosa%20que (accessed 2023-10-11).

(12)MSD salud animal. PENCIVET®Super Fuerte. MSD Salud Animal México. https://www.msd-salud-animal.mx/productos/pencivetsuper-fuerte/ (accessed 2023-10-10).

(13)DEV diccionario especialidades VETERINARIAS. ENROMASTIC | PLM - Veterinario. www.diccionarioveterinarioplm.com. https://www.diccionarioveterinarioplm.com/enromastic-76-14961-219-174-2 (accessed 2023-10-11).

(14)Durel, L.; Gallina, G.; Pellet, T. Assessment of Ceftiofur Residues in Cow Milk Using Commercial Screening Test Kits. Veterinary Record Open 2019, 6 (1). https://doi.org/10.1136/vetreco-2018-000329.

(15)WHO. Antimicrobial resistance. Who.int. https://www.who.int/news-room/fact-sheets/detail/antimicrobial-resistance (accessed 2023-10-10).

(16)(2)Brunton, L. A.; Duncan, D.; Coldham, N. G.; Snow, L. C.; Jones, J. R. A Survey of Antimicrobial Usage on Dairy Farms and Waste Milk Feeding Practices in England and Wales. Veterinary Record 2012, 171 (12), 296–296. https://doi.org/10.1136/vr.100924.

(17)UN enviroment programme. Antimicrobial resistance: a global threat. UNEP - UN Environment Programme. https://www.unep.org/explore-topics/chemicals-waste/what-we-do/emerging-issues/antimicrobial-resistance-global-threat (accessed 2023-10-10).

(18)LIFE. FICHA TECNICA C.M.T. life. https://www.life.com.ec/wp-content/uploads/2022/02/CMT.pdf (accessed 2023-10-10).

(19)BM EDITORES. Pruebas y Métodos para el Diagnóstico de Mastitis II - BM Editores. bmeditores.mx. https://bmeditores.mx/ganaderia/pruebas-y-metodos-para-el-diagnostico-de-mastitis-ii-1705/ (accessed 2023-10-10).

(20)R.S. , F.; R.B. , R.; S.L., S. Electrical Conductivity of Milk for Detection of Mastitis. Journal of Dairy Science 1982, 65 (4), 659–664. https://doi.org/10.3168/jds.s0022-0302(82)82245-5.

Overview Gold

While working on AureoBos, our main goal was to continuously enhance the design of our product. We carefully considered feedback from our stakeholders, which helped us improve our initial design to better attend to the needs of the dairy industry.
We followed the AREA framework methodology for our analysis. This method involves five key conditions that helped us align the feedback and suggestions, resulting in significant improvements.

Note:

To see all our information, please click on the "before", "after, "topic name"!

Aureobos logo
Application Method

Before

nitially the method of application consisted on a topic nanogel that was going to be applied directly in the udder of the cow.

Application Method

After

After the interviews carried out with our stakeholders we find out that a topic method to treat mastitis would not be efficient and optimal to apply. So based on the opinion of our stakeholders we decided to change our application method to an intramammary infusion, according to the interviews is the most common application method , easy and practical to use for the veterinary zootechnicians and dairy cattle owners.

Targeted Microorganisms

Before

Based in the bibliographic research at the beginning of AureBos, we decided to focus on the principal microorganisms that causes mastitis: Staphylococcus aureus, Streptococcus agalactiae and Streptococcus uberis.

Targeted Microorganisms

After

During the interviews with the veterinary zootechnicians and dairy cattle owners they mentioned that there is another microorganism that also is one of the most prevalents in mastitis infection: “E coli”. So due to this we implemented one more endolysin to our product that attacks E. coli: LysSS.

Drug delivery system

Before

To improve our delivery system, we conducted a thorough analysis of the market competition. During our research, we noticed that all the existing formulations included a transportation vehicle. As we delved deeper into this, we discovered that these vehicles were compounds designed to stabilize the active ingredient in the medication and facilitate its effective transfer. Considering that our product was intended for intramammary use, we decided to explore formulations used in intravaginal products for humans since our attempts with animal formulations had been unsuccessful. This led us to the discovery of Carbopol 940 gel, which seemed promising for our purposes. [11]

Drug Delivery system

After

In the research of the vehicle for our endolysins we found out reported that nanoparticles of alginate-chitosan are a good vehicle for endolysins. [12] Also according to the opinion of experts in the pharmaceutical area they mentioned that nanoparticles are a good drug vehicle and that chitosan posess antimicrobial properties which can enhance the efficacy of AureoBos.

AREA Framework

AREA framework is an approach that allows researchers to demonstrate awareness of and commitment to the principles of responsible research and innovation. Our creativity as scientists is based on responsible research and innovation, this consists in making sure that the innovation is socially desirable and undertaken in the public interest.1

With the objective of developing a responsible project for society and in return generating a more efficient contact with all our stakeholders, allowing us to integrate their observations and recommendations into our project we decided to use the AREA framework methodology. This medology consists of four phases explained below. 

In the anticipation phase, we had the chance to explore both the potential benefits and drawbacks of our project. We considered technical, social, and political factors. In the reflection phase, we justified why we are conducting interviews, including our assumptions, questions, and dilemmas. In the engagement phase, we designed different interview formats as a communication strategy to connect with a broad range of stakeholders. In the apply phase, we utilized all the information gathered in the initial three phases to expand and enhance our initial proposal.2

In the next section, you will find the analysis using the AREA framework that we performed for each area of our value chain. There is also a timeline showing each person who was interviewed. Clicking 'Read more' displays a summary of the interview and its contribution to our project.

Area Framework Diagram

Timeline Introduction

Below, we present a timeline organized by section of our value chain and ordered chronologically. Each area is represented by a specific color, as indicated in the upper scheme. By clicking on 'Read more,' you can access a summary of the interview, as well as a contribution section. At the end of the timeline, you will find the Area Analysis for each section.

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June 24th, 2023

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Name: Ruben Rodríguez
Specialty: Veterinary Zootechnician

Read more June 24th, 2023
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June 26th, 2023

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Name: Alvaro Vargas
Specialty: Zootechnical engineer, Ph.D in genetics

Read more June 26th, 2023
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June 28th, 2023

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Name: Leonardo del Rio
Specialty: Veterinary Zootechnician

Read more June 28th, 2023
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July 5th, 2023

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Name: Alfredo Arroyo
Specialty: Veterinary Zootechnician

Read more July 5th, 2023
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July 7th, 2023

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Name: Enrique Rascon
Specialty: Veterinary Zootechnician

Read more July 7th, 2023
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July 10th, 2023

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Name: Adrian Sandoval
Specialty: Veterinary Zootechnician

Read more July 10th, 2023
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July 10th, 2023

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Name: Imelda Ramos
Specialty: Veterinary Zootechnician, specialty in dairy cattle

Read more July 10th, 2023
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July 17th, 2023

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Name: Carlos Aviles
Specialty: Veterinary Zootechnician

Read more July 17th, 2023
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July 17th, 2023

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Name: Mireya Campos
Specialty: Veterinary Zootechnician

Read more July 17th, 2023
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July 18th, 2023

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Name: Jose Gutierrez
Specialty: Veterinary Zootechnician

Read more July 18th, 2023
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July 18th, 2023

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Name: Jose Alfredo
Specialty: Dairy Cattle Owner (small producer)

Read more July 18th, 2023
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July 18th, 2023

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Name: Mr. Felipe
Specialty: Dairy Cattle Owner (small producer)

Read more July 18th, 2023
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July 18th, 2023

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Name: Miguel Angel Coronado
Specialty: Dairy Cattle Owner (small producer)

Read more July 18th, 2023
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July 18th, 2023

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Name: Cinthia Martinez
Specialty: Dairy Cattle Owner (small producer)

Read more July 18th, 2023
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July 19th, 2023

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Name: Karen Mingura
Specialty: Veterinary Zootechnician, M.S in reproduction and genetics.

Read more July 19th, 2023
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August 1st, 2023

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Name: Johan Thiessen
Specialty: Dairy Cattle Owner (small producer)

Read more August 1st, 2023
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August 1st, 2023

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Name: Mr. Franz
Specialty: Dairy Cattle Owner (small producer)

Read more August 1st, 2023
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August 1st, 2023

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Name:

Name: Pedro Hanns
Specialty: Dairy Cattle Owner (small producer)

Read more August 1st, 2023
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August 1st, 2023

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Name: Francisco Güether
Specialty: Dairy Cattle Owner (small producer)

Read more August 1st, 2023
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September 12th, 2023

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Name: Iván &
Specialty: General Manager at “La Campera”

Read more September 12th, 2023
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September 27th, 2023

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Name: Faculty of Zootechnics, UACH
Professors: Jose Alfredo Villarreal Balderrama, Jose Alfredo Martinez Quintana, Ana Luisa Rentería Monterrubio, Jesus Ricardo Gamez Piñon, and Mariana Huerta Jiménez

Read more September 27th, 2023
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July 7th, 2023

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Name: Juan Pablo Carreon
Specialty: General manager at Zaragoza Hermanos cowshed

Read more July 7th, 2023
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July 14th, 2023

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Name: Eduardo Faudoa
Specialty: General manager at Los Pinos Chihuahua (Cheese factory)

Read more July 14th, 2023
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July 18th, 2023

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Name: Milk Collection Center April 2th
Organization LICONSA (Industrialized Milk Conasupo S.A. of C.V.)

Read more July 18th, 2023
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July 28th, 2023

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Name: Rodolfo Jaquez
Specialty: Veterinary Zootechnician

Read more July 28th, 2023
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September 23th, 2023

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Name: Eng. Heber Ramirez
Specialty: Bachelor’s degree in chemical and environmental engineering, specialized in microbiology, food analysis and safety.

Read more September 23th, 2023
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September 25th, 2023

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Name: Alejandra Arvizu
Specialty: Veterinary Zootechnician

Read more September 25th, 2023
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July 18th, 2023

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Name: Betty Castro
Specialty: Bachelor's degree in bacteriological parasitological chemistry with a master's degree in animal science and nutrition, a Ph.D. in biological sciences, and a Ph. D. in immunology and cancer in humans.

Read more July 18th, 2023
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August 16th, 2023

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Name: Francisca Villanueva
Specialty: Bachelor's Degree in Chemistry, Master's and PhD in Biochemistry, and two postdocs

Read more August 16th, 2023
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September 26th, 2023

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Name: Dr. Maria Luisa del Prado
Specialty: Chemical and materials engineering

Read more September 26th, 2023
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June 30th, 2023

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Name: José Manuel Oropeza
Specialty: Veterinary Zootechnician

Read more June 30th, 2023
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June 30th, 2023

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Name: Gabriela Mapes
Specialty: Veterinary Zootechnician, working at Zoetis

Read more June 30th, 2023
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September 26th, 2023

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Name: UACH (Autonomous University of Chihuahua)
Professors: PhD. María Carmen Elizabeth Delgado Gardea, PhD. Oskar Alejandro Palacios López, PhD. Luis Ignacio Siañez Estrada, PhD. Rubén Marquez Meléndez, PhD. Hilda Amelia Piñón Castillo, PhD. Francisco Javier Choix Ley, and M.S. Alejandra Borrego Loya.

Read more September 26th, 2023
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October 9th, 2023

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Name: Armando Zaragoza
Organization: CIMAV ( acronym in spanish for Advanced materials research center)

Read more October 9th, 2023
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July 28th, 2023

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Name: Viviana
Specialty: Food Industries Engineering

Read more July 28th, 2023
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July 7th, 2023

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Name: Victor Manuel Garcia
Specialty: Manager at milking parlor, milk quality at Zaragoza Cowshed

Read more July 7th, 2023
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August 21th, 2023

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Name: Juan Carlos Flores Marquez
Organization: SADER (acronym in spanish for Secretary of Rural Development of the State of Chihuahua)

Read more August 21th, 2023
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August 21th, 2023

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Organization: State Commission for Protection against Health Risks

Read more August 21th, 2023
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August 1st, 2023

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Names:
Sarahi
Sulema Marquez
Jazmin
Azul
Alejandro
Mauricio Fuentes
Esmeralda Hernández
Gerardo
Candy
Jose Olivares

Read more August 1st, 2023

Each circle above represents a section of the value chain. Clicking on them will display their respective AREA framework analysis

Greatings

In the course of our human practices, we noticed that in our state, Chihuahua, there is no association that directly oversees mastitis, despite it being a big problem in the livestock industry. Therefore, we propose to apply a Collective Impact methodology in our association, focused on addressing this problem.
“In the course of our daily activities in Chihuahua, we couldn't help but notice a significant issue in our state. Despite its profound impact on the thriving livestock industry, there seems to be an alarming absence of an organization dedicated to combating the menace of mastitis. In response, we're proposing to utilize the Collective Impact methodology within our association, with an unwavering commitment to reduce this challenge. According to the Michigan State University, Collective Impact improves business viability, as they aspire to improve communication between communities, in this case Michigan meat industry, and support the growth of strategic alliances.14 With this we firmly believe that by embracing this innovative approach, we can make a positive impact on our community by reducing mastitis, thus leading to healthier livestock and a more promising future."

Collective Impact

Collective Impact is an innovative methodology that allows us to incorporate the notion of all parties involved in a problem to deeply understand the areas of opportunity and thus begin to develop strategies to address a collective solution. The Collective Impact framework consists of five core conditions: the development of a common agenda that is shared among all stakeholders; shared measurement strategies to understand if progress is being made; engage in mutually reinforcing activities; continuous communications and backbone infrastructure support.15To understand more about each of the sections, click on the following boxes.
By having collaborative planning, optimal conditions are promoted to effectively address the problem, during development to measure the change to finally understand the impact.

Common Agenda

The common agenda ensures that all parties involved are aligned in their objectives, strategies, and desired outcomes.

Shared Measurements

Shared measurements refers to a set of common metrics and data collection methods that are agreed upon by all stakeholders.

Mutually Reinforcing Activities

These activities are designed to reinforce each other and create a synergy that enhances the overall impact of the initiative.

Communication

Communication in Collective Impact is about creating a strong and continuous flow of information, ideas, and dialogue among all stakeholders involved in the initiative.

Backbone Organization

The backbone organization serves as the backbone of a Collective Impact initiative, providing the infrastructure and support needed for successful collaboration among diverse stakeholders.

Common Agenda

To collectively understand the impact of mastitis, we developed this problem tree. It is a graphic representation that allows us to understand that all our stakeholders share the same concern, mastitis, and that different situations arise that affect us to a greater and lesser extent.

Problem Tree

Shared Measurement

Mastitis affects different stakeholders along the value chain in various ways. To represent this, we have chosen to use a traffic light system: the red color indicates those involved who suffer a severe negative impact due to mastitis; the yellow color signals those whom mastitis affects, but not severely; and the green color denotes those affected moderately. gif As shared measurement means to use a common set of measures to have a better control towards a joint goal, and not only for that, but to learn and identify what is working and what is not.17We propose creating a common database to track mastitis cases annually. Through our interactions with stakeholders, particularly large and medium-sized dairy producers who use digital systems to record their livestock's health issues, including mastitis, we've gathered valuable insights. Additionally, smaller-scale producers rely on manual record-keeping. Given this context, we recommend implementing a unified system for mastitis tracking involving all milk producers in the state of Chihuahua. To ensure that this is truly achieved, we will present this proposal directly to the Mexican Dairy Federation (FEMELECHE), the Chihuahua Regional Livestock Union, and the main producers in the region.This database will be instrumental in taking measures and assisting heavily affected cowsheds.

Mutually Reinforcing Activities

The dairy community in our country gathers annually on the International Dairy Farmer's Day (DIGAL) . We propose establishing a dedicated space to discuss matters related to mastitis. This would include preventive measures, current treatments, and alternative treatment options. In addition to this, we generated a manual that includes relevant topics for proper management of dairy pens. The purpose of this is to offer homogeneous information for all dairy farmers.

Continuous Communication

To maintain ongoing communication with all stakeholders, we propose the development of a network in collaboration with milk producer associations as the Mexican Dairy Federation (FEMELECHE) in the national context and locally with the Chihuahua Regional Livestock Union. Here ideas for promoting both mastitis prevention and treatment can be discussed and shared on a monthly basis, with the purpose of reducing the incidence of this issue. We had a similar experience at the Faculty of Zootechnics and the Faculty of Chemical Sciences. In both cases we discuss AureoBos and the problem it addresses with several experts in the area. Additionally, during our Entrepreneurship section, we conducted a series of pitches. Surprisingly, the community showed genuine interest in understanding mastitis - what it is, the treatments involved, and how it affects them. This made us consider organizing a specialized event for milk farmers.
The Chihuahua's Milk Network has the following objectives:

  • Research and aid in the development of milk production with lower microbial load.
  • Developing and implementing specific programs aimed at providing support and assistance to small and medium-sized farms. These programs will address various areas to improve the viability and sustainability of smaller-scale farm operations.
  • Inform all milk producers about public policies and practices that improve the quality and quantity of milk production.
For this we implemented a manual that contains some of the basics to start a dairy cow livestock, with the final purpose of improving the quality and quantity of milk production.

Backbone Support

During our interactions with various stakeholders, we met a wide range of people with different concerns and needs. We identified the most influential representatives of each group. We propose that these representatives coordinate monthly meetings, promote training, and facilitate discussions on key ideas related to the prevention and treatment of mastitis.
During our interviews, we interacted with government agencies that we consider fundamental to supporting the dairy industry, such as the State Commission for the Protection Against Sanitary Risks (COESPRIS) and the Secretariat of Rural Development of the State of Chihuahua (SADER). In addition, important local ranchers such as Zaragoza, Quesos Menonitas and Los Pinos would be included, as well as pharmaceutical companies such as Zoetis and local diagnostic laboratories. These collaborations would strengthen our initiative

Conclusion

As we come to the conclusion of our human practices efforts, it is crucial to take a moment to look back on the remarkable progress we have collectively achieved. Our journey with AureoBos has been transformative and is a testament to the exceptional collaboration and dedication of all the stakeholders involved along with all of our literature research. Indeed, there is a significant “before” and “after” to AureoBos, and it is clear that our collective work has left an indelible mark on our mission.
However, our mission to address the mastitis problem does not end here; it is just the beginning. Sustaining our engagement and commitment to finding innovative solutions remains pivotal. The challenges posed by mastitis are persistent, and it is only through our continued cooperation as a community and relentless efforts that we can hope to make a lasting impact.

References

(1)Weaver, L. Planning for Collective Impact: A Practical Tool. www.tamarackcommunity.ca. https://www.tamarackcommunity.ca/latest/planning-for-collective-impact-a-practical-tool (accessed 2023-10-11).
(2)University of Glasgow. Adopting Responsible Innovation to Accelerate Your Route to Impact Handbook EPSRC Impact Acceleration Account 2020-2022; 2022. https://www.gla.ac.uk/media/Media_809624_smxx.pdf (accessed 2023-10-11).
(3)Oliver, S. P.; Murinda, S. E. Antimicrobial Resistance of Mastitis Pathogens. The Veterinary clinics of North America. Food animal practice 2012, 28 (2), 165–185. https://doi.org/10.1016/j.cvfa.2012.03.005.
(4) Hamed, S. Economics of mastitis control in dairy cows. Dairy Global. https://www.dairyglobal.net/health-and-nutrition/health/economics-of-mastitis-control-in-dairy-cows/ (accessed 2023-10-11).
(5) Aqib, A. I.; Ijaz, M.; Shoaib, M.; Muzammil, I.; Hussain, H. I.; Zaheer, T.; Ahmed, R.; Sarwar, I.; Khan, Y. R.; Naseer, M. A. Staphylococcus Aureus and Dairy Udder; IntechOpen, 2021.
(6) Cheng, W. N.; Han, S. G. Bovine Mastitis: Risk Factors, Therapeutic Strategies, and Alternative Treatments — a Review. Asian-Australasian Journal of Animal Sciences 2020, 33 (11), 1699–1713. https://doi.org/10.5713/ajas.20.0156.
(7) UC Davis. Intramammary Treatment Drug Administration in Dairy Cows; 2015. http://www.wifss.ucdavis.edu/wp-content/uploads/2015/FDA/fdacoursefinal1/Intramammary%20Treatment.pdf (accessed 2023-10-11).
(8) Lager, K.; Bruno, R.; Jordan, E.; Bilby, T. HANDLING STAPHYLOCOCCUS AUREUS MASTITIS; 2012. https://texasdairymatters.tamu.edu/files/2012/09/11-11-Staphilococcus-Aureus-Mastitis-Updated-01-17-1.pdf (accessed 2023-10-11).
(9) Nazir, A.; Xu, X.; Liu, Y.; Chen, Y. Phage Endolysins: Advances in the World of Food Safety. Cells 2023, 12 (17), 2169. https://doi.org/10.3390/cells12172169.
(10) Mweu, M. M.; Toft, N.; Katholm, J.; Nielsen, S. S. Evaluation of Two Herd-Level Diagnostic Tests for Streptococcus Agalactiae Using a Latent Class Approach. Veterinary Microbiology 2012, 159 (1-2), 181–186. https://doi.org/10.1016/j.vetmic.2012.03.037.
(11) Rupp, R.; Rosenthal, S. L.; Stanberry, L. R. VivaGelTM (SPL7013 Gel): A Candidate Dendrimer – Microbicide for the Prevention of HIV and HSV Infection. International Journal of Nanomedicine 2007, 2 (4), 561–566.
(12) Kaur, J.; Kour, A.; Panda, J. J.; Harjai, K.; Chhibber, S. Exploring Endolysin-Loaded Alginate-Chitosan Nanoparticles as Future Remedy for Staphylococcal Infections. AAPS PharmSciTech 2023, 21 (6). https://doi.org/10.1208/s12249-020-01763-4.
(13)Schmelcher, M.; Loessner, M. J. Bacteriophage Endolysins: Applications for Food Safety. Current Opinion in Biotechnology 2016, 37, 76–87. https://doi.org/10.1016/j.copbio.2015.10.005.
(14) Lelle, M.; Bielaczyc, N.; Barry, J. Growing a Local and Regional Meat Industry in Michigan: The Michigan Meat Network as a Case Study of Collective Impact Theory. Center for Regional Food Systems. https://www.canr.msu.edu/resources/michigan-meat-network-collective-impact (accessed 2023-10-11).
(15) COMMUNITY TOOL BOX. Chapter 2. Other Models for Promoting Community Health and Development | Section 5. Collective Impact | Main Section | Community Tool Box. Ku.edu. https://ctb.ku.edu/en/table-of-contents/overview/models-for-community-health-and-development/collective-impact/main (accessed 2023-10-11).
(16) COMMUNITY TOOL BOX. Chapter 2. Other Models for Promoting Community Health and Development | Section 5. Collective Impact | Main Section | Community Tool Box. Ku.edu. https://ctb.ku.edu/en/table-of-contents/overview/models-for-community-health-and-development/collective-impact/main (accessed 2023-10-11).
(17) Dfitzgerald. Shared Measurement for Collective Impact. FSG. https://www.fsg.org/blog/shared-measurement-collective-impact/#:~:text=Of%20these%20five%20conditions%2C%20practitioners (accessed 2023-10-11).

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