A core skill in modern immunology is the ability to translate a biological question into the right experimental approach. 
 
๐—ค๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป โ†’ ๐— ๐—ฒ๐˜๐—ต๐—ผ๐—ฑ โ†’ ๐—œ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜ 
 
๐—˜๐˜…๐—ฎ๐—บ๐—ฝ๐—น๐—ฒ๐˜€: 
1. Which immune subpopulations drive therapy resistance? 
Method: Single-cell RNA-seq (Day 80) 
Insight: Reveals T cell exhausted subsets, suppressive myeloid populations, or unique transcriptional states influencing checkpoint therapy response. 
 
2. How does the tumor microenvironment regulate T cell activation? 
Method: Spatial Transcriptomics (Day 79) https://lnkd.in/eU6Du4ec 

Insight: Maps cytokine gradients, stromal barriers, and immune niches ๐˜ช๐˜ฏ ๐˜ด๐˜ช๐˜ต๐˜ถ . 
 
3. Which genes are essential for cytotoxicity or persistence? 
Method: CRISPR screens (Day 72) https://lnkd.in/eC_QZyR2 

Insight: Identifies regulators of exhaustion, memory formation, or CAR-T functionality. 
 
4. Can we model tumorโ€“immune interactions ๐˜ฆ๐˜น ๐˜ท๐˜ช๐˜ท๐˜ฐ? 
Method: Organoids and tumor-immune co-cultures (Day 76) https://lnkd.in/epxvJQQb 

Insight: Predicts responses to immunotherapies, studies infiltration, and models antigen escape. 
 
5. How do engineered receptors behave under controlled stimulation? 
Method: Optogenetics (Day 75) https://lnkd.in/e_pKFZGJ 

Insight: Light-controllable immune signaling reveals dose-response kinetics and circuit logic.ย 
ย 
๐—ค๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ปย ๐—ณ๐—ผ๐—ฟย ๐˜๐—ต๐—ฒย ๐—”๐˜‚๐—ฑ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒย 
Which technique doย you wish more immunologistsย understoodย how to use properly?ย 
ย 
Stay tuned forย ๐——๐—ฎ๐˜†ย ๐Ÿด๐Ÿฏ:ย Hot vs.ย ๐—–๐—ผ๐—น๐—ฑย ๐—ง๐˜‚๐—บ๐—ผ๐—ฟ๐˜€ย โ€“ย ๐—ถ๐—บ๐—บ๐˜‚๐—ป๐—ฒ-๐—œ๐—ป๐—ณ๐—น๐—ฎ๐—บ๐—ฒ๐—ฑย ๐—ฎ๐—ป๐—ฑย ๐—œ๐—บ๐—บ๐˜‚๐—ป๐—ฒ-๐—˜๐˜…๐—ฐ๐—น๐˜‚๐—ฑ๐—ฒ๐—ฑย ๐—–๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ๐˜€ย 
ย 
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