The Impact of Iron Deficiency Anemia on Natural Killer (NK) Cell Activity, Growth, Production, Cytotoxicity, and Neuroimmune Interactions
Madeeha Khan
Grade 10
Presentation
No video provided
Problem
Conducting research on the connections between iron deficiency anemia (IDA) and NK cell activity is aimed to broaden understanding of how IDA affects the innate immune system and disease pathogenesis in order to help identify potential therapeutic interventions, improve diagnostic capabilities, and enhance treatments for vulnerable populations. Moreover, this is an underrepresented and understudied area, and addressing it will fill critical gaps in the literature on both immune function and iron metabolism.
Method
This research project will be a type of literature review called a scoping review and will utilise secondary data analysis in order to answer a guiding research question.
Literature review
A literature review is any research study or paper that synthesizes and is a critical analysis of existing research on a specific topic, it is usually used to demonstrate current knowledge and identify gaps for future research. A literature review normally has a guiding question and uses previously published works to answer that guiding question. The term can refer to a full scholarly paper or scholarly work such as books or articles. The purpose of a literature review is to make aware of the state of scholarship about a given topic or research question, while also organizing and evaluating the major points of each source. According to charles sturt university, there are 5 main types of literature reviews. Narrative/traditional literature reviews, Critically appraised topic (CAT) reviews, Scoping reviews, Systematic literature reviews, meta analysis and annotated bibliographies. This research project will be making use of a scoping review technique due to the scoping reviews effectiveness in identifying gaps and key concepts in areas of literature that are understudied.
Academic writing: What is a literature review? | SFU Library. (n.d.). https://www.lib.sfu.ca/about/branches-depts/slc/writing/assignments/lit-review
Library Guides: Literature Review: Types of literature reviews. (n.d.). https://libguides.csu.edu.au/review/Types
Data collection method
Secondary data analysis
Due to the nature of a literature review, any type of literature review will use secondary data analysis in order to answer a research question. Secondary data analysis is a term for any analysis of already existing data,the data used in a secondary data analysis may be quantitative, qualitative or a mixed methods approach in which both are used. This research project will be an analysis of both quantitative and qualitative pre-existing data, making it a secondary data analysis that is mixed methods in nature.
Scoping review
A scoping review is a type of evidence synthesis that maps the breadth of evidence available on a topic, field, or issue, often used to clarify concepts, identify gaps, and inform future research or systematic reviews. Scoping reviews are meant to be exploratory in nature and aim to map existing literature instead of providing definitive answers to the research question. Usually, scoping reviews cover a wider variety of sources, and focus on the quantity of sources used. Often the sources used don't directly link to the research topic, however through analysis can be used to answer a research question. Compared to systemic reviews that focus on specifics and usually cover less sources, a scoping review usually provides an overview and covers many sources.
According to the PRISMA guidelines, the steps of gathering data for a scoping review is identification, screening, eligibility, and inclusion.
Identification- This refers to the process of finding articles and sources to use for the literature review.
Screening- This refers to the process of excluding articles that cannot be used to prove or answer the guiding research question
Eligibility- This refers to the exclusion of articles that do not fit the exclusion criteria, Ex dates the articles must be written between, or topics covered in the articles.
Inclusion- This refers to the inclusion of all articles that fit the required criteria and can be used in the project.
For this project the exclusionary criteria will be as follows.
1, Must be written in between 1970 and 2025
2, Must include or cover the topics, iron deficiency anemia and NK cells.
3, If an article does not specifically mention IDA or NK cells, but the comparison between iron levels and immunity is made and a reasonable conclusion of the effects of iron levels and NK cell activity can be made ( ex. cytotoxicity), then the article may be included. This decision was made purely due to the lack of existing research on this topic.
4, Must be written in english due to the language capacities of the researcher.
5, Must be published in an accredited and valid scientific journal
Munn, Z., Peters, M. D. J., Stern, C., Tufanaru, C., McArthur, A., & Aromataris, E. (2018). Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach. BMC Medical Research Methodology, 18(1). https://doi.org/10.1186/s12874-018-0611-x
Mak, S., & Thomas, A. (2022). Steps for conducting a scoping review. Journal of Graduate Medical Education, 14(5), 565–567. https://doi.org/10.4300/jgme-d-22-00621.1
Why were these methods chosen?
A scoping review is beneficial for a research project that focuses on a gap in research, or emerging evidence. They are exploratory in nature and allow for greater freedom in choosing between mixed methods, quantitative and qualitative data. Due to the ambiguous nature of studies comparing IDA and immunology, a scoping review is a much better choice then a systematic review or meta analysis.
How will the research project be carried out?
Google scholar will be used to collect a variety of past studies, sources, articles, and other means of research that relate to the question of this study. Exclusion criteria will be used to sort out articles found through google scholar and the articles found will be used to create data in order to write a report and create a conclusion on this topic. All data collected will be sorted into the main areas of research, NK cell Activity, Growth, Production, Cytotoxicity, and Neuroimmune Interactions. Separate conclusions will be made for all 5 of the areas of research, and a broad conclusion will be made for the entire research question ( is their correlation between IDA and NK cells). Definitions of each of the main areas of research will be made in the report ( research section in CYSF platform). All citations submitted will follow APA 7.
Research
Full research paper will be provided during CYSF 2025 fair, as of march 21 this is incomplete due to personal health issues and hospitalization.
This link should lead to a doc that will have a complete paper/article done by cysf 2025 fair https://docs.google.com/document/d/1zPsqOmfNpE7dbGCFDcCgtlG6O98GAFbsqOkoz0SeP0w/edit?usp=sharing
Data
NK cell factor definitions and key terms to search for in research
1. NK Cell Activity:
- General Activity: This refers to how NK cells recognize, respond, and eliminate abnormal or infected cells. Look for:
- Cytokine production (e.g., IFN-γ, TNF-α)
- Receptor expression (e.g., activating and inhibitory receptors like NKG2D, KIRs)
- NK cell activation and degranulation.
- Changes in NK cell metabolism (e.g., glycolysis vs. oxidative phosphorylation) in response to different stimuli (like iron levels).
- Key idea to look for when choosing articles: How does iron deficiency influence the overall activation and function of NK cells?
- Reactivity to MHC-1. This is a cell marker that binds to the nk cells inhibitory receptors and turns the NK cell killing function off, This mechanism is how the nk cell recognizes host cells. Look for Nk cell reaction and response regarding MHC-1
- Release of perforin and granzymes to kill a target cell. Abnormal use and release of perforin and granzymes may indicate Nk cell issues
2. Cytotoxicity:
- NK Cell Cytotoxicity refers to the ability of NK cells to kill target cells, like virus-infected or tumor cells. Focus on:
- Lytic granules (e.g., perforin, granzymes) released by NK cells to induce target cell apoptosis.
- Target cell recognition: Whether iron deficiency affects the ability of NK cells to identify and kill abnormal cells.
- Mechanisms of killing (e.g., death receptor signaling, granule exocytosis).
- Key thing to investigate: Does iron deficiency reduce NK cell cytotoxicity by affecting granule release or target cell recognition?
- Interleukins (IL)-2, IL-12, IL-15, IL-18, IL-21 and type I interferons positively regulate NK cell function. Studies connecting these cytotoxins and IDA should be highlighted.
3. NK Cell Production:
- Production refers to the increase in NK cell numbers, which is important in responding to infections or tumors. Production will always refer to the creation of new cells and not development of old ones.
- Look for changes in NK cell count over time in response to stimulation.
- Investigate how iron levels (or deficiency) affect NK cell division (e.g., markers like Ki-67 or BrdU incorporation).
- Examine any differentiation of NK cells (e.g., whether they become more or less mature).
- Key thing to investigate: Does iron deficiency reduce the ability of NK cells to produce in response to infection or stress?
4. NK Cell Growth:
- Growth refers to the increase in NK cell size, metabolism, and overall functional capacity. Basically it is the maintenance and chain in NK cells after they have already been created.
- Look for changes in metabolic activity: Does iron deficiency affect the metabolic pathways that support NK cell growth (glycolysis, oxidative phosphorylation)?
- Investigate whether iron deficiency alters the survival or expansion of NK cells in the context of inflammatory conditions or infections.
- Abnormal growth patterns should be studied
- Key thing to investigate: Does iron deficiency impair NK cell growth and metabolic adaptation?
5. Neuroimmune Interactions:
- Neuroimmune Interactions describe the communication between the immune system and the nervous system. In particular, look for:
- How iron deficiency impacts the interaction between NK cells and the central nervous system (CNS), especially in the context of neuroinflammation or neuroimmune responses.
- The role of neurotransmitters, cytokines, and other immune molecules involved in this interaction (e.g., dopamine, norepinephrine).
- Investigate if iron deficiency can impact the brain’s immune response by modulating NK cell activity.
- Key thing to investigate: Does iron deficiency affect how NK cells interact with the brain or nervous system in terms of inflammatory responses or neuroimmune balance?
Due to personal health issues the research paper and some of the data extraction remain unfinished. The following table is the completed initial data extraction. Multiple data tables will be created from this and synthesized for judging. All required compnonents including the research paper will be available during cysf 2025 fair and judging. As of march 21, 72 articles have been included in the data collection, half of the articles have had data extraction.
https://docs.google.com/spreadsheets/d/1pH3J255SGhnfhTuHBK2jyLbSRfNM8447-WAKNhURo80/edit?usp=sharing
Due to Technical difficulties uploading the pictures of my data graphs, i have instead provided the links.
Conclusion
Will be provided during CYSF 2025 fair and judging, Incomplete as of march 21 due to unforseen personal health issues and hospitalization.
Citations
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Acknowledgement
This research project was a very formidable task and quite daunting in nature due to completing this project in my first year of high school. I have participated in CYSF for a few years, however every year I participated I not only had a partner, I had less demanding coursework in school. Balancing my project with school, while not having a partner to support me was incredibly difficult. Scoping reviews normally take a team, last year I submitted a scoping review with a partner - this year I completed a scoping review myself.
Which is why I would really like to thank my parents, Naznin Yousuf and Md Moshfiq Khan for always supporting me and allowing me to try my best. I would also like to thank all three of my sisters for always putting a smile on my face.
A special thank you goes to Rayna Rija Choudhury. She has been my partner for CYSF all throughout middle school, CYSF was our thing and we struggled and persevered together through all the projects we did. It was with her that I learned the lessons that allowed me to submit my project this year to the best of my ability. And it is in her honour that I participate and enter another project into CYSF this year. Even though she has moved to America her impact on me still remains and her participation in previous years not only provides me knowledge to compete this year, yet also makes this process incredibly difficult. I don't believe I will ever participate in CYSF with another partner as this was something special we shared, And even though she cannot compete this year or again, I plan to continue competing in her honor and for the memories we made together working on the projects we did. Last year, after years of hard work, we achieved a gold award together. This year I cannot hope to do as well, yet I will continue to do my best and keep pushing forward, inspired by the journey we shared.