Integrated Human Practices
1. Introduction
1.1 Overview
There are many microorganisms around us, in the air, in the water, and on every object we touch. A large part of them are bacteria, and a large part of them can cause us to get sick. The most effective treatment for infectious diseases in humans is still the use of antibiotics. Antibiotic drugs have saved hundreds of millions of lives in the past hundred years, but there are also some problems because of the single treatment method.
1.2 Antibiotic
Since the discovery of penicillin by British doctor Fleming in 1929, more than 100 kinds of antibiotics have been developed in more than 12 classes.
Between 1940 and 1962, the number of antibiotics increased by leaps and bounds, with more than 20 classes of antibiotics entering the market and gaining clinical application [2]. But in the decades since, only two classes of antibiotics have been developed and used [3-5]. This means that bacteria have been fighting these antibiotics for nearly a hundred years, and we need these drugs to continue to work for another hundred years.
1.3 Antibiotic Resistance
Over a century of antibiotic use and abuse, bacterial resistance to antibiotics is also on the rise. In recent years, bacteria have emerged that are resistant to multiple antibiotics, and even "superbugs" that are resistant to all current antibiotics. According to the data from China Antimicrobial Resistance Surveillance System (CARSS), the resistance rate of Pseudomonas aeruginosa to carbapenems, such as imipenem, was 17.7% in China in 2021. The resistance of Acinetobacter baumannii to carbapenems was as high as 54.3%, and there was an increasing trend year by year [6]. Drug-resistant bacteria pose an extremely difficult problem for patients and doctors alike. According to the AMR Action Fund, more than 1.2 million people die each year from diseases linked to bacterial resistance [7]. In 2017, the World Health Organization listed carbapenem-resistant P. aeruginosa as Priority 1 on its list of priority pathogens for new antibiotic development [8]. It is urgent for us to develop new antimicrobial drugs.
2. Our solutions
2.1 Reasonable use of antibiotics
Why: The use of antibiotics is the primary driving force leading to antibiotic resistance in bacteria, and bacteria will only accelerate the speed of resistance selection in the environment of a large number of antibiotics, which is crucial for the rational use of antibiotics.
How: Make reasonable diagnosis and treatment plans for different patients, reduce the use of broad-spectrum antibiotics as much as possible, and use antibiotics reasonably and restrictively.
2.2 Development of new antibacterial drugs
Why: The long-term use of existing antibiotic drugs has caused bacteria to produce a corresponding rich resistance mechanism, we need some new mechanisms of antibacterial drugs, to effectively kill bacteria.
How: Increase investment in antibacterial drug research and development, adopt new mechanisms to develop corresponding antibacterial drugs, and promote the transformation and utilization of scientific research.
2.3 Controlling Hospital Infections
Why: P. aeruginosa is an opportunistic pathogen that only infects us when our immunity is low or when our barrier system is faulty. We are most likely to be infected with P. aeruginosa during medical treatment.
How: Strengthen the control of the microbial environment in the hospital, publicize reasonable hospital sense knowledge to patients, and improve their awareness of protection.
2.4 Control of primary disease
Why: P. aeruginosa infection is often caused by the combination of primary disease, and the control of primary disease is conducive to the prevention and treatment of P. aeruginosa .
How: Enhance the treatment of the primary disease and control the wound.
2.5 Maintain a healthy lifestyle
Why: The immune system is fundamental to our ability to kill bacteria and other microbes, and a healthy lifestyle helps strengthen the immune system.
How: Promote an active and healthy lifestyle by promoting a balanced diet, adequate sleep, and moderate exercise.
These prompted us to investigate!
3. From upstream to downstream
3.1 Understanding needs: clinical investigation
In order to understand antibiotic resistance, our team especially came to the hospital for research. We contacted doctors in the respiratory department, infection department, and acute and critical care department of Southern University of Science and Technology Hospital and Shenzhen First People's Hospital to get into the clinical practice to understand their needs.
3.1.1 Infection Department Dr. Xiao Yumei
Dr. Xiao first introduced to us the clinical infection status of P. aeruginosa : According to the national Bacterial Resistance Monitoring report in 2021, the bacterial isolation rate of P. aeruginosa in the hospitals included in the data accounted for the fourth place of all isolates, second only to Staphylococcus aureus , and has become a more difficult class of drug-resistant bacteria in clinical treatment. So she praised our project and encouraged us to work on it. At the same time, Dr. Xiao also emphasized that clinical data collected by several hospitals also showed similarities with this data, confirming that P. aeruginosa is a common cause of infection. The drug resistance of P. aeruginosa is also worthy of attention. Although the data in recent years show that the drug resistance to carbapenems such as imipenem and meropenem is declining year by year, it still brings no small trouble to treatment. However, the resistance rate of P. aeruginosa to polymyxins is generally low, which makes polymyxins an important drug in the treatment of its infection.
As an infection doctor, Dr. Xiao believes that the current problem of bacterial antibiotic resistance is still more serious, and sometimes it is difficult for doctors to make choices, and may even seriously affect the treatment effect. For the treatment of such bacterial infections, drug susceptibility tests are generally carried out, and single or combined drug therapy is carried out based on clinical characteristics and drug susceptibility test results and supplemented by other means (such as atomization, etc.) to achieve therapeutic effect and minimize damage.
3.1.2 Dr. Luo Xiangying, Department of Emergency and Critical Care Medicine
Professor Luo first summarized the current clinical use of phages in Xili Hospital: At present, the hospital has carried out phage therapy for some patients in the ICU ward, and the patients are generally over 70 years old and have strong resistance to pathogenic bacteria in the body. In the course of treatment, phage therapy against Acinetobacter baumannii was found to be more effective, while phage therapy against P. aeruginosa and Klebsiella pneumoniae was more limited. In the 5 cases that have been treated, a total of three cases have been successfully treated and discharged with phage therapy, and the prognosis is good without recurrence, it can be said that the success rate of this therapy is quite high.
Next, Teacher Luo introduced the principle of this treatment method in detail to us: the hospital took the patient's sputum as a sample, extracted and cultured P. aeruginosa from it, and then the hospital sent the strain to the Chinese Academy of Sciences, which screened the strain, searched for the corresponding phage for the strain, and took atomization treatment twice to three times a day after obtaining the phage.
Of course, Teacher Luo also pointed out the shortcomings of this treatment method, and hopes that it can be improved in the future: phage therapy is currently used by the main body of the elderly, due to the decline of resistance of the elderly, the rejection of foreign objects such as phages in the body is less, can have a better effect; In young people, immune rejection may cause symptoms such as fever, which makes phage therapy less effective. In addition, the current therapy is relatively limited. According to the analysis of current successful treatment cases, the treatment of Acinetobacter baumannii is the most effective, while the effect of other strains is not ideal. Moreover, the corresponding phage design is specific and cannot be widely used in a large number of strains.
3.2 Determination of ideas: theoretical feasibility
3.2.1 Professor Yang Liang
Professor Yang Liang is a professor in the School of Medicine of Southern University of Science and Technology, and his direction happens to be about P. aeruginosa , so our team found Professor Yang Liang and asked him about his views and suggestions on P. aeruginosa .
He first said yes to the idea that we want to target the currently more difficult hospital bacteria – P. aeruginosa . Then Professor Yang Liang began to introduce some properties of P. aeruginosa to us. He says one of the most important mechanisms of resistance to P. aeruginosa relies on the production of biofilms that attach to the body, preventing the antibiotics we use and the body's immune system from killing effectively. One of the most important pathways of biofilm production is the regulation of C-di-GMP signaling molecules. If we can target this molecule and control its ability to regulate biofilm production, we can effectively inhibit its tolerance to immune destruction and reduce its antibiotic resistance.
Professor Yang Liang then mentioned that pf4 phage is a class of phage that can specifically target P. aeruginosa . It is a mild phage that does not directly lyse the P. aeruginosa to release endotoxin, and P. aeruginosa has the homologous gene of pf4. By using this principle, we can carry out homologous transformation and thus carry out gene editing.
From Professor Yang Liang, we determined our experimental idea, that is, using the engineered pf4 phage to specifically target P. aeruginosa and inhibit the production of its biofilm.
3.2.2 Professor R.E.W. (Bob) HANCOCK
R.E.W. (Bob) HANCOCK is a Professor in the Department of Microbiology and Immunology at the University of British Columbia, Director of the Centre for Research in Microbial Diseases and Immunity (CMDR), and Canada Research Chair in Health and Genomics. Our team reached out to Professor R.E.W. (Bob) HANCOCK for guidance on our project.
When we introduced our project to Professor Hancock, he agreed with us and encouraged us to go ahead with it, praising our project as advanced. Since during the investigation, our team found that phages are foreign bodies that may cause immune system responses, we asked Professor Hancock for his opinion. Bob suggests that we consider in vivo trials, but cautions that such trials require a long period of training to be approved. He shared research from his lab: They first isolated P. aeruginosa and screened these bacteria for the effects of antimicrobial peptides in biofilm growth. Since the pathological change triggered by the biofilm is inflammation, they also tested for anti-inflammatory activity. As a second step of screening, they developed organoid models of artificial skin burns and sinusitis infections that allow biofilm growth and tracking, and monitor infection non-invasively, as well as inflammation by detecting the production of pro-inflammatory cytokines in these animal models.
In the process of research, we also encountered a series of difficulties. First of all, we encountered difficulties in the results of Western Blot experiments. Although we designed the target gene fragment with the flag tag, it did not match the expected results. Bob suspects that this may have something to do with the fact that the tag we use, the flag tag, is not an ideal way to tag, even though it is widely used. In addition, since no specific bands appear in the Western Blot, this means that the corresponding protein expression may not be obtained. To this end, Bob suggested that we first detect the mRNA by RT-PCR to determine whether the target sequence has been successfully transcribed. If successfully transcribed mRNA is obtained, then the problem of protein expression is solved. It is worth noting that phages have been natural enemies of bacteria for thousands of years, but bacteria have also evolved mechanisms to resist phages. In order to verify this idea, we first need to correctly induce pf4 expression in phage, and induction with arabinose is feasible. Next, the tag should be inserted at the appropriate location and verified by PCR that the target sequence has been inserted at the correct location. After isolating the phage and confirming whether there is an inserted sequence in it, we finally need to use RT-PCR to ensure that the target sequence has been correctly transcribed. The unsatisfactory results of our western blot experiment may be due to the fact that the repressor protein on pf4 binds to the mRNA transcribed by pf4. He suggested searching for data to destroy this repressor protein to achieve protein expression.
Regarding phage therapy as a possible cause of microbiome disruption, Bob believes that phage therapy is safer than antibiotics alone. Phage therapy is considered to be more selective than antibiotics. Because phages are typically host-specific, attacking only specific species or strains of bacteria, this means they are less likely to disrupt microbial communities broadly, unlike some broad-spectrum antibiotics, which may disrupt the normal gut microbiota, resulting in an imbalance. In addition, the advantages of phages are their large size and low mobility in the body, making them only targeted against local infections, which may also be a disadvantage compared to antibiotics that can treat systemic infections. Therefore, specialized delivery methods, such as the use of air solvents in pulmonary cystic fibrosis, have become particularly important.
Bob advised us on the design and method of the experiment. He points out that often using only a single phage may be only moderately effective, so he recommends using a mixture of multiple phages, known as "cocktail therapy." This approach has been widely used because, just as bacteria can develop resistance to antibiotics, they can also alter surface receptors to resist phage invasion.
3.2.3 Professor Mark Sutton
Professor J. Mark Sutton is the subject lead at UKHSA Porton Down and Professor of Antimicrobial Therapy at the Institute of Pharmaceutical Sciences, King's College London. His research interests include pathogenic mechanisms and virulence of bacteria, the development and evaluation of new antibacterial drugs, rapid detection and diagnosis systems, etc. His team uses a variety of technologies to develop solutions to real-world problems, working closely with end users, the academic community, and the business community. The group takes an interdisciplinary approach to working with various groups in the life sciences, chemistry, and physical sciences. He is the author of more than 100 peer-reviewed publications and an inventor of 19 international patents. Our team went to the UK to visit Professor Mark Sutton, hoping to learn from his experience.
We presented our experimental design ideas to our professor, who patiently listened to our presentation and spoke highly of our project. He said that phage therapy is currently a project of great interest to the academic community and has also attracted wide attention in community medicine, and encouraged us to continue to do it.
Next, the professor raised his questions about many points of interest in our project, and we gave our own answers.
Mark: Why did you choose the phage pf4 for your study?
SUSTech-MED: First, because pf4 is a mild bacteriophage, it does not break down the bacteria as virulent bacteriophages do, causing bacterial fragments to break up everywhere. It can survive in the bacteria for a long time in the form of former phages, and carry its genes to the outside; Secondly, P. aeruginosa itself carries the pf4 gene, which makes it easier for us to modify P. aeruginosa .
SUSTech-MED: We would like to ask what you think about how to verify the connection between the different forms. We detected the relevant expression at the gene level, but there was no relevant result in the Western blot experiment.
Mark: That's a difficult question to answer. In fact, the relationship between pf4 and P. aeruginosa is relatively complicated. If you carry out genetic modification, it may have some unknown effects on P. aeruginosa , which may make the analysis of your experimental results very complicated. The reason for this is more complicated, but I would suggest that you remove the primary antibody first, use only the secondary antibody to see what you get, and then gradually remove the secondary antibody to see what you get.
SUSTech-MED: The literature suggests that mild phages cause inflammation, but we were unable to confirm this through in vitro experiments. Would you recommend in vivo testing?
Mark: This is a controversial area and not everyone agrees on this; Do you have a specific paper on pf4? You should observe the migration of neutrophils in vitro. That might answer your question.
SUSTech-MED: Are there any mature experimental models in this area that can be directly applied to our projects?
Mark: Not sure what the specific requirements are here. We have built biofilm models and in vivo infection tests that you can learn about and then choose the one that suits you.
3.2.4 Preparation for mathematical modeling
During the summer vacation, the HP group also had targeted learning. In our team, few students are responsible for modeling and mathematical analysis, and it is very difficult for us to build a model from scratch or even to establish a model for a strange experiment without any experience in competition. So, we actively seek experience and guidance from various teams and seniors. We contacted Tongkai Zhang and asked him about ordinary differential equations and flux balance analysis, and he gave us very detailed answers.
ODE (Ordinary Differential Equation):
In the model, multiple graphs were generated based on different initial values. Instead of creating multiple similar graphs, consider using 3D graphs or force field diagrams to represent different conditions. These types of graphics can better illustrate continuous changes in the system's state. It provides a more comprehensive explanation of the experiment's purpose, including the significance of calculating the target lysis volume and infection rate for bacteriophages. The bivariate curve graphs are somewhat ordinary and may benefit from more visually appealing options, such as 3D graphs and force field diagrams.
FBA (Flux Balance Analysis):
Rather than presenting the original results using numerical lists, consider plotting the data as curves for a more intuitive representation. But please be cautious about imposing constraints on the upper and lower bounds of flow; these constraints might be overly stringent and should be used judiciously.
3.3 Production possibility: Survey of pharmaceutical enterprises
In order to have a better understanding of the clinical transformation of the research results of the project, our team flew to Shanghai to conduct research in pharmaceutical enterprises. We chose Hepu Pharmaceutical as our visit destination. As the first batch of key entrepreneurial enterprises in the Pudong New Area of Shanghai, it focuses on the research and development of original new drugs and has the overall research and development capability from new drug concept design, preclinical research, and pilot study to clinical research and mass production of new drugs.
We were warmly received by General Manager Han of Hep Pharmaceutical, who first took us to visit the science and technology park. Before the official visit, we were briefed on the safety and hygiene regulations and the protective measures that must be followed, including the wearing of specific protective clothing, safety glasses, masks, etc. First, we were taken to the warehouse where raw materials were stored and examined, where we saw mice raised with different genotypes. Afterward, the staff guided us into the production area of the company to watch the different stages of drug production, explaining the relevant technical principles and specific functions of the instrument in detail. In the production area, we also saw the quality control laboratory, which is the place to ensure that the product meets the quality standards, where the laboratory technicians demonstrated how to conduct sample testing and analysis. After the production is completed, we go to the packaging area to see how the drug is packaged into the final product, including the drug filling, labeling, and packaging process. Of course, in order to ensure the hygiene and sterility of the pharmaceutical environment, we also learned about the cleaning and disinfection process of the production area.
As the tour of the pharmaceutical process came to an end, we seized the opportunity to interact with professionals, learn about the pharmaceutical companies' research and development programs and their marketing strategies, and ask questions and exchange views with President Han and representatives of the technical staff.
During the exchange, Mr. Han gave valuable suggestions after hearing the introduction of our project and the purpose of this visit.
Starting from the five stages of drug research and development, Mr. Han talked with the two students about the possible confusion and factors to be considered in the transformation of results. He said that the transformation of results is different from scientific research, which focuses on cutting-edge innovation, while the former pays more attention to the effectiveness of clinical treatment and the safety of the human body, and needs to strictly control the toxicity of each component and each dose into the body. With regard to bacteriophage therapy studied by the SUSTech Med team, he pointed out that the evaluation of MIC (minimum inhibitory concentration) and MDC (minimum bactericidal concentration) on the one hand, and the identification of phage titers and activity in clinical reagents on the other hand, are extremely important for antimicrobial drug development. Our team built a mild bacteriophage specific to P. aeruginosa . At present, people usually use a 'cocktail' preparation, that is, a combination of multiple bacteriophages to play a role in bacteriostasis or bactericidal effect. If the phage can be combined with other bacteriophages in the transformation of results, it can also be regarded as a broadening and optimization of clinical application. In addition, the preservation conditions of purified bacteriophages, the effects of repeated freezing and thawing on their activity, and appropriate drug administration should also be considered.
Of course, General Han also affirmed that phage therapy is a new means of choice to fight bacterial infections, although it is difficult to replace antibiotics as first-line drugs, it can reduce its use on the basis of antibiotics, shorten the use cycle, and show great application prospects in this increasingly serious drug resistance "post-antibiotic era", which also makes our team confident. Continue to explore deeper into the subject!
Finally, after sufficient research, we summarized the influencing factors of all stakeholders as follows:
4. References
1. https://www.compoundchem.com/2014/09/08/antibiotics/
2. Powers J. H. (2004). Antimicrobial drug development--the past, the present, and the future. Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases, 10 Suppl 4, 23–31.
3. Butler, M. S., & Buss, A. D. (2006). Natural products--the future scaffolds for novel antibiotics?. Biochemical pharmacology, 71(7), 919–929.
4. Hair, P. I., & Keam, S. J. (2007). Daptomycin: a review of its use in the management of complicated skin and soft-tissue infections and Staphylococcus aureus bacteraemia. Drugs, 67(10), 1483–1512.
5. Zappia, G., Menendez, P., Monache, G. D., Misiti, D., Nevola, L., & Botta, B. (2007). The contribution of oxazolidinone frame to the biological activity of pharmaceutical drugs and natural products. Mini reviews in medicinal chemistry, 7(4), 389–409.
6. http://www.carss.cn/Report/Details?aId=862
7. https://www.amractionfund.com/about
8. https://www.who.int/zh/news/item/27-02-2017-who-publishes-list-of-bacteria-for-which-new-antibiotics-are-urgently-needed