How To Grow (Almost) Anything | Spring 2026

Explore the course

  • Class & recitation times, lab room, office hours, TAs and staff.
  • This term’s students and their excellent work.
  • Our dedicated teaching staff.
  • HTGAA-affiliated Global Nodes.

Weeks of HTGAA

  • Principles & Practices (David Kong, George Church, Joe Jacobson)
    Lab: Pipetting
  • DNA Read, Write, & Edit (George Church, Joe Jacobson, Emily Leproust)
    Lab: DNA Gel Art
  • Protein Design Part I (Thras Karydis, Alex Rives)
    Lab: Protein Design I
  • Protein Design Part II (Pranam Chatterjee, Gabriele Corso)
    Lab: Protein Design II
  • Genetic Circuits Part I: Assembly Technologies (Chris Mason)
    Lab: Gibson Assembly
  • Genetic Circuits Part II: Neuromorphic Circuits (Ron Weiss, Evan Holbrook)
    Lab: Neuromorphic Circuits
  • Cell-Free Systems (Kate Adamala, Peter Nguyen, Ally Huang)
    Lab: Cell-Free Systems
  • Advanced Imaging & Measurement Tech (Evan Daugharthy, Waters Corp.)
    Lab: Mass Spectrometry
  • Building Genomes (George Church, John Glass, Jef Boeke)
    Lab: Bioproduction
  • Biodesign & Engineered Living Materials; Frugal Science (Manu Prakash, David Kong)
    Lab: (Final Project work)
  • Bio Design & Bio Fabrication (Suzanne Lee, Christina Agapakis)
    Lab: (Final Project work)

Course Application

Anyone, anywhere can sign up to take HTGAA as a Global Student, online and free of charge!

Enrolled MIT/Harvard students can apply to take the course for credit as MAS.885 in the MIT course catalog.

No prior background is required or assumed.

The Spring 2026 semester of HTGAA is under way and applications are closed. Applications for future semesters will open typically in January and August.

HTGAA Spring 2026 Poster HTGAA Spring 2026 Poster

Subsections of HTGAA Spring 2026

Course Logistics

Cover image: Nuclera digital microfluidics chip Cover image: Nuclera digital microfluidics chip

Schedule / Location

  • Tuesdays, 2–5 PM ET
  • Room: MIT E15-359 & Zoom
  • Slides/recordings: linked from each week page after class
  • Wednesdays, 5–7 PM ET
  • Room: MIT E15-359 & Zoom
  • Slides/recordings: linked from each week page after recitation
  • Global recitations are organized locally by each node (via Zoom).
  • Contact your Node lead for times and links.
  • Thursdays and Fridays, 2-5 PM ET
  • Room: 68-083
  • Week-specific sessions and protocols appear on each week’s Lab page.
  • Available upon request. Coordinate directly with the teaching team.

Course Leadership


Grading

For registered MIT and Harvard students taking this class in person and for credit (MIT course MAS.885), grades will be determined using the following rubric:

ComponentPercentage
Lecture, Recitation, and Lab Attendance and Participation33%
Weekly Assignments (Class Write-ups and Lab Documentation)33%
Final Project (Group work and individual project)34%

Committed Listeners are assessed on participation, homework, and final project presentation; those meeting the standards are awarded a signed Certificate of Completion at the end of the course. Contact your Global Node for grading details.

Course FAQ

Looking for more detail about the course? Check out the HTGAA Course FAQ.


2025 MIT/Harvard Teaching Assistants

  • Lauren “Ren” Ramlan (MIT)
  • Michelle Yue (Harvard)
  • Cholpisit (Ice) Kiattisewee (MIT)
  • Itamar Chinn (MIT)
  • Suvin Sundararajan (Harvard)
  • Anna-Thérèse Mehra (Harvard)
  • Diogo De Souza (Harvard)
  • Becky Perelman (Harvard)
  • Cathy Guo (Harvard Wyss)
  • Jieming Chu (Harvard Wyss)
  • Johannes Stein (Harvard)
  • Kevin Tang (Harvard)
  • Raoul Fuerst (Harvard)
  • Kyuho Jang (MIT)
  • Kanna Momose (MIT)
  • Lennart Justen (MIT)

2025 Global TAs

Weeks

  • Principles & Practices (David Kong, George Church, Joe Jacobson)
    Lab: Pipetting
  • DNA Read, Write, & Edit (George Church, Joe Jacobson, Emily Leproust)
    Lab: DNA Gel Art
  • Protein Design Part I (Thras Karydis, Alex Rives)
    Lab: Protein Design I
  • Protein Design Part II (Pranam Chatterjee, Gabriele Corso)
    Lab: Protein Design II
  • Genetic Circuits Part I: Assembly Technologies (Chris Mason)
    Lab: Gibson Assembly
  • Genetic Circuits Part II: Neuromorphic Circuits (Ron Weiss, Evan Holbrook)
    Lab: Neuromorphic Circuits
  • Cell-Free Systems (Kate Adamala, Peter Nguyen, Ally Huang)
    Lab: Cell-Free Systems
  • Advanced Imaging & Measurement Tech (Evan Daugharthy, Waters Corp.)
    Lab: Mass Spectrometry
  • Building Genomes (George Church, John Glass, Jef Boeke)
    Lab: Bioproduction
  • Biodesign & Engineered Living Materials; Frugal Science (Manu Prakash, David Kong)
    Lab: (Final Project work)
  • Bio Design & Bio Fabrication (Suzanne Lee, Christina Agapakis)
    Lab: (Final Project work)


Switch view to Labs

Subsections of Weeks

Week 1 — Principles & Practices

cover image cover image

This week lays the foundation for ethics, safety, and governance in biotechnology — and we get hands-on with lab basics.

Lecture (Tues, Feb 3)

Principles & Practices
(▶️Recording)
David Kong
George Church
Joe Jacobson

Recitation (Wed, Feb 4)

Principles, Ethics, Practices
(▶️Recording | 💻Slides)
Ronan Donovan
Suvin Sundararajan
Subastian Kamau
Greg Galperin

Lab (Thurs-Fri, Feb 5 - 6)

Homework — DUE BY START OF FEB 10 LECTURE

Documentation

Make sure to document every step of the in-silico and lab experiments. Make sketches, screenshots, notes, drawings - anything that helps you - and others understand the experiment.

Your Documentation should help you - and others - to understand the topic. Don’t be afraid to add things that don’t work. Show your failures - and how you overcame them. Your Documentation should be a description of the amazing journey you are on!

Overview

Ethics, safety, and security are essential considerations throughout (and beyond!) this class. We have therefore designed the Class Assignment this week to give you a strong foundation, and then will ask you to reflect each week and in the design of your final project.

Questions?

MIT / Harvard students: htgaa2026-TAs@media.mit.edu
Global students: htgaa2026-globalTAs@media.mit.edu

Class Assignment — DUE BY START OF FEB 10 LECTURE

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersRequired
  1. First, describe a biological engineering application or tool you want to develop and why. This could be inspired by an idea for your HTGAA class project and/or something for which you are already doing in your research, or something you are just curious about.
  2. Next, describe one or more governance/policy goals related to ensuring that this application or tool contributes to an “ethical” future, like ensuring non-malfeasance (preventing harm). Break big goals down into two or more specific sub-goals. Below is one example framework (developed in the context of synthetic genomics) you can choose to use or adapt, or you can develop your own. The example was developed to consider policy goals of ensuring safety and security, alongside other goals, like promoting constructive uses, but you could propose other goals for example, those relating to equity or autonomy.
  3. Next, describe at least three different potential governance “actions” by considering the four aspects below (Purpose, Design, Assumptions, Risks of Failure & “Success”). Try to outline a mix of actions (e.g. a new requirement/rule, incentive, or technical strategy) pursued by different “actors” (e.g. academic researchers, companies, federal regulators, law enforcement, etc). Draw upon your existing knowledge and a little additional digging, and feel free to use analogies to other domains (e.g. 3D printing, drones, financial systems, etc.).
    1. Purpose: What is done now and what changes are you proposing?
    2. Design: What is needed to make it “work”? (including the actor(s) involved - who must opt-in, fund, approve, or implement, etc)
    3. Assumptions: What could you have wrong (incorrect assumptions, uncertainties)?
    4. Risks of Failure & “Success”: How might this fail, including any unintended consequences of the “success” of your proposed actions?
  4. Next, score (from 1-3 with, 1 as the best, or n/a) each of your governance actions against your rubric of policy goals. The following is one framework but feel free to make your own:
Does the option:Option 1Option 2Option 3
Enhance Biosecurity
• By preventing incidents
• By helping respond
Foster Lab Safety
• By preventing incident
• By helping respond
Protect the environment
• By preventing incidents
• By helping respond
Other considerations
• Minimizing costs and burdens to stakeholders
• Feasibility?
• Not impede research
• Promote constructive applications
  1. Last, drawing upon this scoring, describe which governance option, or combination of options, you would prioritize, and why. Outline any trade-offs you considered as well as assumptions and uncertainties. For this, you can choose one or more relevant audiences for your recommendation, which could range from the very local (e.g. to MIT leadership or Cambridge Mayoral Office) to the national (e.g. to President Biden or the head of a Federal Agency) to the international (e.g. to the United Nations Office of the Secretary-General, or the leadership of a multinational firm or industry consortia). These could also be one of the “actor” groups in your matrix.

Reflecting on what you learned and did in class this week, outline any ethical concerns that arose, especially any that were new to you. Then propose any governance actions you think might be appropriate to address those issues. This should be included on your class page for this week.


Assignment (Final Project) – Due as part of your Final Project presentation (not Feb 10)

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersRequired

As part of your final project, design one or more strategies to ensure that your project, and what it enables, contributes to growing an ethical biological future.


Assignment (Lab Preparation) — DUE BY START OF FEB 10 LECTURE

Assignees for the following sections
MIT/Harvard studentsRequired
Committed Listeners(Not Applicable)

Lab Training (failure to complete this will jeopardize your acceptance into the course)

  • Complete Lab Specific Training in Person.
  • Complete Safety Training in Atlas
    • Navigate to atlas.mit.edu and on the right-hand side, click “Learning Center”
    • Head to the Course Catalog and find the following two courses:
      • General Biosafety for Researchers (EHS00260w)
      • Managing Hazardous Waste (EHS00501w)

Assignment (Week 2 Lecture Prep) — DUE BY START OF FEB 10 LECTURE

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersRequired

In preparation for Week 2’s lecture on “DNA Read, Write, and Edit," please review these materials:

  1. Lecture 2 slides as posted below.
  2. The associated papers that are referenced in those slides.

In addition, answer these questions in each faculty member’s section:

Homework Question from Professor Jacobson:

(To be added soon)

Homework Questions from Dr. LeProust: [Lecture 2 slides]

  1. What’s the most commonly used method for oligo synthesis currently?
  2. Why is it difficult to make oligos longer than 200nt via direct synthesis?
  3. Why can’t you make a 2000bp gene via direct oligo synthesis?

Homework Question from George Church: [Lecture 2 slides]

Choose ONE of the following three questions to answer; and please cite AI prompts or paper citations used, if any.

  1. [Using Google & Prof. Church’s slide #4]   What are the 10 essential amino acids in all animals and how does this affect your view of the “Lysine Contingency”?
  2. [Given slides #2 & 4 (AA:NA and NA:NA codes)]   What code would you suggest for AA:AA interactions?
  3. [(Advanced students)]   Given the one paragraph abstracts for these real 2026 grant programs sketch a response to one of them or devise one of your own:

Assignment (Your HTGAA Website) — DUE BY START OF FEB 10 LECTURE

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersRequired
  1. Begin personalizing your HTGAA website in in https://edit.htgaa.org/, starting with your homepage — fill in the template with information about yourself, or remove what’s there and make it your own. Be creative!
  2. As with all assignments in HTGAA, be sure to write up every part of this Homework on your HTGAA website in order to receive credit.

Reading & Resources (click to expand)

Lab-specific

Governance & ethics

Subsections of Week 1 (Feb 3)

Lab (Week 1) — Introduction to Pipetting and Dilutions

cover image cover image

Overview

Objective

Welcome to HTGAA! This is our very first lab, and in this lab we will introduce students to the foundational techniques of pipetting and serial dilutions, critical for precise liquid handling and solution preparation in biological and chemical experiments.

This is a one-day lab with two protocols covered on mixing colors and dilution. By the end of the lab, students will confidently use pipettes, prepare solutions with desired concentrations, and troubleshoot common errors in pipetting.

Concepts Learned & Skills Gained

Students will:

  • Understand Units and Conversions: moles (mol), molarity (M), and conversions between µL, mL, and L.
  • Perform Serial Dilutions: Learn the stepwise dilution process to achieve specific solution concentrations.
  • Gain Pipetting Proficiency: Operate P20, P200, and P1000 pipettes accurately for volume transfers.
  • Visualize Mixing Outcomes: Use colors and absorbance measurements to observe concentration gradients.

Pre-Lab

Reading

Key Definitions

Here are some key definitions we’d like you to know before you get started.

  • Moles (mol): A unit representing $6.022 \times 10^{23}$ particles (atoms, molecules, etc.).
  • Molarity (M): Concentration defined as moles of solute per liter of solution (mol/L).
  • Conversions:
    • 1 L = 1000 mL = 1,000,000 μL 1 M = 1000 mM = 1,000,000 μM

Planning Your Experiments

To calculate the volume of water needed for a dilution, use the formula: $$C_1 V_1 = C_2 V_2$$

Where:

  • $C_1$ : Initial concentration (stock concentration).
  • $V_1$ : Volume of stock solution needed.
  • $C_2$ : Final concentration (desired concentration).
  • $V_2$ : Final volume (total volume of the diluted solution).

Steps:

  1. Rearrange the formula to calculate $V_1$: $$ V_1 = \frac{C_2 V_2}{C_1} $$

  2. Calculate the volume of water (let’s call it $V_Water$) to add: $$ V_Water = V_2 - V_1 $$

Practice

Dilution Practice 1

  • Scenario: The stock concentration of a mystery substance (MS) is 5 M. Calculate how to dilute to 100 µM (0.1 mM):
    • Use sequential 1:499 and 1:99 dilution steps for accurate preparation.
      • Step 1: Dilute 5 M (5,000,000 µM) to 10,000 µM (500x dilution).
      • Step 2: Dilute 10,000 µM to 100 µM (100x dilution).

Dilution Practice 2

  1. The stock concentration of a mystery substance (MS) is 5 M.
    1. If the molar mass of MS is 532 g/mol, what’s the concentration of the stock concentration in g/mL? To make your life easier, you can use one of many online calculators.
  2. You will perform a serial dilution to get 100 uM of MS. Devise a plan to dilute a 5 M MS solution to 100 uM. How many dilution steps will we need? Which tubes should we use? Which pipettes?
  3. Fill out the following chart to prepare a final reaction with 60 uL reaction volume. Why did we make 100 uM MS if we actually need 40 uM MS? Why not prepare 40 uM in serial dilutions?
ReagentStock concentrationDesired concentrationVolume
Loading dye6X1X
MS100 uM40 uM
dH2On/an/a
Note

Please fill this out before coming to lab.

Additional resources

You must watch or be able to understand the following videos:


Protocol

Overview

Materials

Eppendorf Tube

Eppendorf Tube

PCR Tube Strip

PCR Tube Strip

  • Pipettes
    • P20: 1-20uL of liquid
    • P200: 20-200uL
    • P1000: 100-1000uL
    • Pipette tips: 10uL, 200uL, 1000uL
  • Tubes
    • Eppendorf tube (see image)
    • PCR tubes: (see image)
  • Tube holder
  • Stock reagents
    • dH2O
    • Mysterious substance (food coloring with water), henceforth: MS
      • Red, Blue and Yellow food coloring solutions
    • Gel loading dye (commonly used reagents for loading gels, strong purple color)

Part 1: Mixing Color

  1. Prepare tubes with red, yellow, and blue food coloring solutions OR watercolor
  2. Take ten tubes and mark them with numbers 1 to 6
  3. Tube 1, 2 and 3: add 500 uL each red, yellow, and blue solution to the tube.
  4. Tube 4: add 220 uL red solution to the tube, and add 220 uL yellow solution.
    1. Try adding this in 2 steps: add 200 uL first, and then 20 uL. Discard your tips after you add one color!
  5. Tube 5: add 525 uL yellow solution to the tube, and add 525 uL blue solution.
  6. Tube 6: add 155 uL red solution to the tube, and add 155 uL blue solution. Now you have a rainbow! You can try mixing other colors with the solutions.
  7. Try plating different volumes (e.g. 1uL, 2uL, 5uL, 10uL) on a petri plate to make some designs and build your intuitive understanding of these volumes.

Part 2: Performing Serial Dilution

  1. Perform serial dilutions to get 100 uM (0.1 mM) of MS.
    • Every time you mix in liquid, pipette up and down three or four times to ensure the two liquids are mixed thoroughly.
    • Mark each tube with its respective concentration using a pen.
  2. Prepare a final reaction of 60 uL based on your table in the pre-lab.
  3. Bonus: Take 20 uL from the final reaction and pipette it to a pre-prepared gel well. Wells are a bit trickier because they are thin and your pipette tip will puncture the gel if you’re not careful. Be gentle!

Lab Material for TAs/Nodes

Week 2 — DNA Read, Write, & Edit

cover image cover image

This week explores the read–write–edit toolkit: sequencing and synthesis workflows, restriction digests and gel electrophoresis, and early genome-editing frameworks.

Lecture (Tues, Feb 10)

DNA Read, Write, & Edit
George Church [slides]
Joe Jacobson
Emily Leproust [slides]

(The recording will be posted here when available)

Recitation (Wed, Feb 11)

DNA Gel, restriction enzymes, Benchling intro, Twist intro
Ice Kiattisewee

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Feb 12 - 13)

Homework — DUE FEB 17 2PM ET

Questions?

MIT / Harvard students: htgaa2026-TAs@media.mit.edu
Global students: htgaa2026-globalTAs@media.mit.edu

Documentation

Make sure to document every step of the in-silico and lab experiments. Make sketches, screenshots, notes, drawings… anything that helps you - and others - understand the experiment.

Your Documentation should help you - and others - to understand the topic. Don’t be afraid to add things that don’t work. Show your failures - and how you overcame them. Your Documentation should be a description of the amazing journey you are on!

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersRequired

Part 0: Basics of Gel Electrophoresis

Attend or watch all lecture and recitation videos. Optionally watch bootcamp.

Part 1: Benchling & In-silico Gel Art

See the Gel Art: Restriction Digests and Gel Electrophoresis protocol for details. Overview:

  • Make a free account at benchling.com
  • Import the Lambda DNA.
  • Simulate Restriction Enzyme Digestion with the following Enzymes:
    • EcoRI
    • HindIII
    • BamHI
    • KpnI
    • EcoRV
    • SacI
    • SalI
  • Create a pattern/image in the style of Paul Vanouse’s Latent Figure Protocol artworks.

Part 2: Gel Art - Restriction Digests and Gel Electrophoresis

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersOptional (for those with Lab access)

Perform the lab experiment you designed in Part 1 and outlined in the Gel Art: Restriction Digests and Gel Electrophoresis protocol.

Part 3: DNA Design Challenge

Assignees for the following sections
MIT/Harvard studentsRequired
Committed ListenersRequired

3.1. Choose your protein.

In recitation, we discussed that you will pick a protein for your homework that you find interesting. Which protein have you chosen and why? Using one of the tools described in recitation (NCBI, UniProt, google), obtain the protein sequence for the protein you chose.

[Example from our group homework, you may notice the particular format — The example below came from UniProt]

>sp|P03609|LYS_BPMS2 Lysis protein OS=Escherichia phage MS2 OX=12022 PE=2 SV=1 METRFPQQSQQTPASTNRRRPFKHEDYPCRRQQRSSTLYVLIFLAIFLSKFTNQLLLSLL EAVIRTVTTLQQLLT

3.2. Reverse Translate: Protein (amino acid) sequence to DNA (nucleotide) sequence.

The Central Dogma discussed in class and recitation describes the process in which DNA sequence becomes transcribed and translated into protein. The Central Dogma gives us the framework to work backwards from a given protein sequence and infer the DNA sequence that the protein is derived from. Using one of the tools discussed in class, NCBI or online tools (google “reverse translation tools”), determine the nucleotide sequence that corresponds to the protein sequence you chose above.

[Example: Get to the original sequence of phage MS2 L-protein from its genome phage MS2 genome - Nucleotide - NCBI]

Lysis protein DNA sequence
atggaaacccgattccctcagcaatcgcagcaaactccggcatctactaatagacgccggccattcaaacatgaggattacccatgtcgaagacaacaaagaagttcaactctttatgtattgatcttcctcgcgatctttctctcgaaatttaccaatcaattgcttctgtcgctactggaagcggtgatccgcacagtgacgactttacagcaattgcttacttaa

3.3. Codon optimization.

Once a nucleotide sequence of your protein is determined, you need to codon optimize your sequence. You may, once again, utilize google for a “codon optimization tool”. In your own words, describe why you need to optimize codon usage. Which organism have you chosen to optimize the codon sequence for and why?

[Example from Codon Optimization Tool | Twist Bioscience while avoiding Type IIs enzyme recognition sites BsaI, BsmBI, and BbsI]

Lysis protein DNA sequence with Codon-Optimization
ATGGAAACCCGCTTTCCGCAGCAGAGCCAGCAGACCCCGGCGAGCACCAACCGCCGCCGCCCGTTCAAACATGAAGATTATCCGTGCCGTCGTCAGCAGCGCAGCAGCACCCTGTATGTGCTGATTTTTCTGGCGATTTTTCTGAGCAAATTCACCAACCAGCTGCTGCTGAGCCTGCTGGAAGCGGTGATTCGCACAGTGACGACCCTGCAGCAGCTGCTGACCTAA

3.4. You have a sequence! Now what?

What technologies could be used to produce this protein from your DNA? Describe in your words the DNA sequence can be transcribed and translated into your protein. You may describe either cell-dependent or cell-free methods, or both.

3.5. [Optional] How does it work in nature/biological systems?

  1. Describe how does a single gene code for multiple proteins at the transcriptional level?
  2. Try aligning the DNA sequence, the transcribed RNA, and also the resulting translated Protein!!! See example below.

[Example shows the biomolecular flow in central dogma from DNA to RNA to Protein] Special note that all “T” were transcribed into “U” and that the 3-nt codon represent 1-AA.

Rearranged snapshot of MS2 L-protein information flow from DNA to RNA to Protein. Captured from Ice’s Benchling and stitched together in a ppt

Rearranged snapshot of MS2 L-protein information flow from DNA to RNA to Protein. Captured from Ice’s Benchling and stitched together in a ppt

Part 4: DNA Read/Write/Edit

4.1 DNA Read

(i) What DNA would you want to sequence (e.g., read) and why? This could be DNA related to human health (e.g. genes related to disease research), environmental monitoring (e.g., sewage waste water, biodiversity analysis), and beyond (e.g. DNA data storage, biobank).

DNA-based digital data storage technology. Source: Archives in DNA: Workshop Exploring Implications of an Emerging Bio-Digital Technology through Design Fiction - Scientific Figure on ResearchGate. Available from: https://www.researchgate.net/figure/DNA-based-digital-data-storage-technology_fig1_353128454 [accessed 11 Feb 2025]

DNA-based digital data storage technology. Source: Archives in DNA: Workshop Exploring Implications of an Emerging Bio-Digital Technology through Design Fiction - Scientific Figure on ResearchGate. Available from: https://www.researchgate.net/figure/DNA-based-digital-data-storage-technology_fig1_353128454 [accessed 11 Feb 2025]

(ii) In lecture, a variety of sequencing technologies were mentioned. What technology or technologies would you use to perform sequencing on your DNA and why?
Also answer the following questions:

  1. Is your method first-, second- or third-generation or other? How so?
  2. What is your input? How do you prepare your input (e.g. fragmentation, adapter ligation, PCR)? List the essential steps.
  3. What are the essential steps of your chosen sequencing technology, how does it decode the bases of your DNA sample (base calling)?
  4. What is the output of your chosen sequencing technology?

4.2 DNA Write

(i) What DNA would you want to synthesize (e.g., write) and why? These could be individual genes, clusters of genes or genetic circuits, whole genomes, and beyond. As described in class thus far, applications could range from therapeutics and drug discovery (e.g., mRNA vaccines and therapies) to novel biomaterials (e.g. structural proteins), to sensors (e.g., genetic circuits for sensing and responding to inflammation, environmental stimuli, etc.), to art (DNA origamis). If possible, include the specific genetic sequence(s) of what you would like to synthesize! You will have the opportunity to actually have Twist synthesize these DNA constructs! :)

See some famous examples of DNA design

DNA origami by Paul W. K. Rothemund, California Institute of Technology, 2004. 100 nanometers in diameter.

DNA origami by Paul W. K. Rothemund, California Institute of Technology, 2004. 100 nanometers in diameter.

(ii) What technology or technologies would you use to perform this DNA synthesis and why?
Also answer the following questions:

  1. What are the essential steps of your chosen sequencing methods?
  2. What are the limitations of your sequencing method (if any) in terms of speed, accuracy, scalability?

4.3 DNA Edit

(i) What DNA would you want to edit and why? In class, George shared a variety of ways to edit the genes and genomes of humans and other organisms. Such DNA editing technologies have profound implications for human health, development, and even human longevity and human augmentation. DNA editing is also already commonly leveraged for flora and fauna, for example in nature conservation efforts, (animal/plant restoration, de-extinction), or in agriculture (e.g. plant breeding, nitrogen fixation). What kinds of edits might you want to make to DNA (e.g., human genomes and beyond) and why?

Colossal, Biosciences Inc., biotechnology company that leverages genetic engineering to working to de-extinct various historic animals, such as the woolly mammoth.

Colossal, Biosciences Inc., biotechnology company that leverages genetic engineering to working to de-extinct various historic animals, such as the woolly mammoth.

(ii) What technology or technologies would you use to perform these DNA edits and why?
Also answer the following questions:

  1. How does your technology of choice edit DNA? What are the essential steps?
  2. What preparation do you need to do (e.g. design steps) and what is the input (e.g. DNA template, enzymes, plasmids, primers, guides, cells) for the editing?
  3. What are the limitations of your editing methods (if any) in terms of efficiency or precision?

Reading & Resources (click to expand)

Resources

Databases

Editors and tutorials

Additional Resources:

Subsections of Week 2 (Feb 10)

Week 3 — Lab Automation

This week we get hands-on (or at least code-on) with pipetting robots.

Lecture (Tues, Feb 17)


NO LECTURE THIS WEEK!


Recitation (Wed, Feb 18)

Lab automation: autonomous lab intro
Ronan Donovan, Alex Tran

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Feb 19 - 20)

Homework — DUE BY START OF FEB 24 LECTURE

(View Full Screen)

Reading & Resources (click to expand)

Subsections of Week 3 (Feb 17)

Week 4 — Protein Design Part I

This week focuses on how sequence, structure, and energetics can be modeled and manipulated to create or optimize proteins with specified functions.

Lecture (Tues, Feb 24)

Protein Design Part I
Thras Karydis, Alex Rives

(The recording will be posted here when available)

Recitation (Wed, Feb 25)

Protein folding
Allan Costa

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Feb 26 - 27)

Homework — DUE BY START OF MAR 3 LECTURE

(View Full Screen)

Reading & Resources (click to expand)

Subsections of Week 4 (Feb 24)

Week 5 — Protein Design Part II

This week we learn how cutting-edge AI and protein language models are used to design functional proteins and peptides “in silico”.

Lecture (Tues, Mar 3)

Protein Design Part II
Pranam Chatterjee, Gabriele Corso

(The recording will be posted here when available)

Recitation (Wed, Mar 4)

Phage Therapy
Suvin Sundararajan, Dominika Wawrzyniak

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Mar 5 - 6)

Homework — DUE BY START OF MAR 10 LECTURE

(View Full Screen)

Reading & Resources (click to expand)

Subsections of Week 5 (Mar 3)

Lab (Week 5) — Protein Design Part II

Week 6 — Genetic Circuits Part I: Assembly Technologies

This week we learn core molecular biology tools and techniques for processing and assembling DNA, including PCR and Gibson Assembly.

Lecture (Tues, Mar 10)

Genetic Circuits Part I: Assembly Technologies
Chris Mason

(The recording will be posted here when available)

Recitation (Wed, Mar 11)

PCR, Gibson Assembly
Eyal Perry

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Mar 12 - 13)

Homework — DUE BY START OF MAR 17 LECTURE

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Reading & Resources (click to expand)

Subsections of Week 6 (Mar 10)

Week 7 — Genetic Circuits Part II: Neuromorphic Circuits

This week covers neuromorphic genetic circuits, showing how engineered gene networks can implement neural-network “perceptron”-like computation and learning.

Lecture (Tues, Mar 17)

Genetic Circuits Part II: Neuromorphic Circuits
Ron Weiss, Evan Holbrook

(The recording will be posted here when available)

Recitation (Wed, Mar 18)

Neuromorphic circuits & Biomaterials
Evan Holbrook, Ren Ramlan

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Mar 19 - 20)

Homework — DUE BY Mar 24 2PM ET

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Reading & Resources (click to expand)

Subsections of Week 7 (Mar 17)

Lab (Week 7) — Neuromorphic Circuits

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Lab Material for TAs/Nodes

Lab Inventory Lab Prep / TA Manual

NEED HREFS HERE

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Week 9 — Cell-Free Systems

This week introduces synthesis of proteins using cellular machinery outside of a cell.

Lecture (Tues, Mar 31)

Cell-Free Systems
Kate Adamala, Peter Nguyen, Ally Huang

(The recording will be posted here when available)

Recitation (Wed, Apr 1)

Cell-free protein synthesis
Ben Arias-Almeida, Ice Kiattisewee

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Apr 2 - 3)

Homework — DUE BY START OF Apr 7 LECTURE

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Reading & Resources (click to expand)

Subsections of Week 9 (Mar 31)

Week 10 — Advanced Imaging & Measurement Technology

This lecture presents a range of advanced technologies to do precision measurement of proteins at atomic scales, characterizing chemical composition, and detecting protein sequence and structure.

Lecture (Tues, Apr 7)

Advanced Imaging & Measurement Tech
Evan Daugharthy, Waters Corp.

(The recording will be posted here when available)

Recitation (Wed, Apr 8)

Mass spectrometry
Waters Corp. Team

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Apr 9 - 10)

Homework — DUE BY START OF Apr 14 LECTURE

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Reading & Resources (click to expand)

Subsections of Week 10 (Apr 7)

Lab (Week 10) — Mass Spectrometry

TBD.

Week 11 — Bioproduction & Cloud Labs

This week examines how modern bioproduction pipelines, from strain engineering to fermentation and downstream processing, are increasingly designed, executed, and optimized through cloud lab platforms and automation — enabling remote, high-throughput, and reproducible synthetic biology at industrial scale.

Lecture (Tues, Apr 14)

Bioproduction & Cloud Labs
Reshma Shetty

(The recording will be posted here when available)

Recitation (Wed, Apr 15)

Cloud laboratories
Ronan Donovan

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Apr 16 - 17)

Homework — DUE BY START OF APR 21 LECTURE

(TBD)


Reading & Resources (click to expand)

Subsections of Week 11 (Apr 14)

Week 12 — Building Genomes

This week focuses on designing, synthesizing, and editing whole genomes, from minimal cells to refactored microbes and synthetic chromosomes.

Lecture (Tues, Apr 21)

Building Genomes
George Church, John Glass, Jef Boeke

(The recording will be posted here when available)

Recitation (Wed, Apr 22)

CRISPR-based Metabolic Engineering
Ice Kiattisewee

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Apr 23 - 24)

Homework — DUE BY START OF APR 28 LECTURE

(TBD)


Reading & Resources (click to expand)

Subsections of Week 12 (Apr 21)

Week 13 — Biodesign & Engineered Living Materials

This week covers designing, programming, and fabricating engineered living materials — such as self-healing concretes, adaptive biofilms, and responsive biomaterials — by integrating genetic circuit design, materials science, and bioprocess engineering.

Lecture (Tues, Apr 28)

Biodesign & Engineered Living Materials; Frugal Science
Manu Prakash, David Kong

(The recording will be posted here when available)

Recitation (Wed, Apr 29)

Printing mycelium in Bambu Labs X1 Carbon 3D printer
Ren Ramlan

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, Apr 30 - May 1)

Homework: Work on your Final Project
Present it May 12 (MIT/Harvard) or May 13 (Committed Listeners)


Reading & Resources (click to expand)

Subsections of Week 13 (Apr 28)

Lab (Week 13) — Final Project Labwork

No Lab Assignment this week.

Final Project Lab time available

If your final project requires lab work, you can schedule a block of lab time this week.

Week 14 — Bio Design & Bio Fabrication

We wrap up the term looking towards a future of Bio-Design and Bio-Fabrication.

Lecture (Tues, May 5)

Bio Design & Bio Fabrication
Suzanne Lee, Christina Agapakis

(The recording will be posted here when available)

Recitation (Wed, May 6)

TBD

(The recording and slides will be posted here when available)

Lab (Thurs-Fri, May 7 - 8)

Homework: Finish your Final Project
Present it May 12 (MIT/Harvard) or May 13 (Committed Listeners)


Reading & Resources (click to expand)

Subsections of Week 14 (May 5)

Lab (Week 14) — Final Project Labwork

No Lab Assignment this week.

Final Project Lab time available

If your final project requires lab work, you can schedule a block of lab time this week.

Final Projects

Throughout the term each student defines and executes an Individual Final Project and then presents their work before the class as a culmination of their semester. This applies to all students including local for-credit MIT/Harvard students as well as the Global “Committed Listeners” who present their projects on Zoom to the Course Instructors, Lecturers and Teaching Staff (note that this presentation is one of the requirements for Committed Listeners to earn a Certificate of Completion for the course).

Info

May 12, 2026: MIT / Harvard Individual Final Project Presentations (~3 Hours) May 13, 2026: Global Committed Listener Individual Final Project Presentations (~9-12 Hours)

In addition, all students have the opportunity to contribute to the Group Final Project, a collaborative effort towards a significant research result which runs through the term and sometimes beyond.

Subsections of Final Projects

Individual Final Project

cover image cover image

For your Individual Final Project, write up your project and results on your HTGAA webpage following the guidelines below. You will present your project from that online writeup; presentations should be 6 minutes for MIT/Harvard students and 3 minutes for Global Committed Listeners, with 1-2 minutes of questions and discussion following.

Important Dates

Feb 25, 2026: Share 3 Individual Final Project ideas (1 slide each, in Google slide deck to be provided)
Mar 18, 2026: Finalize Individual Final Project topic; send TAs Twist designs
Apr 30 & May 1, 2026: Final project open Lab sessionn #1 (MIT/Harvard)
May 7 & 8, 2026: Final project open Lab sessionn #2 (MIT/Harvard)
May 12, 2026: MIT / Harvard Individual Final Project presentations (~3 Hours)
May 13, 2026: Global Committed Listener Individual Final Project presentations (~9-12 Hours)

Links: Links will be available later in the semester:

  • (Signup sheets for a presentation slot)
  • (A schedule of MIT/Harvard TA availability for lab work)
  • (Signup sheet for MIT/Harvard Lab slots)

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Group Final Project

bacteriophages bacteriophages
Warning

This content describes the 2025 (and ongoing) Group Final Project; material here may be changed as the 2026 course progresses.

Phage Therapy

Phage therapy is the therapeutic use of bacteriophages to treat bacterial infections. Bacteriophages, or phages, are viruses that infect bacteria. They are highly specific, often infecting only a single strain of bacteria. Because of this specificity, phage therapy has potential advantages over traditional antibiotic treatment, which can kill beneficial bacteria along with the harmful ones. Phage therapy is seen as a solution to the problem of antibiotic resistance, which is becoming prevalent worldwide. At the current trend, in 26 years, the number of deaths attributed to antibiotic resistance are projected to become comparable with the number of deaths caused by cancer.

This project represents our HTGAA large-scale group research effort, where every participant has the opportunity to contribute to state-of-the-art research using advanced techniques. The potential impact of this work is significant, with the potential to make a real difference in people’s lives. For instance, consider the Patterson story, which highlights the transformative power of phage therapy. This Group Final Project is not just about academic advancement, but about making a tangible difference in the global fight against antibiotic resistance.

A famous example: Tom Patterson and Steffanie Strathdee’s story

As evidenced in the Patterson story, a significant challenge in phage therapy is the ability of bacteria to rapidly develop resistance to the phages. In Patterson’s case, the initial phage cocktail became ineffective after a few days. Consequently, another cocktail was developed and administered. Once again, it became ineffective after a short period. It was not until the third cocktail was introduced that the patient was finally cured. This highlights the need for continual monitoring and adaptation in phage therapy, reflecting the dynamic nature of bacterial resistance.

You can find a detailed introduction into bacteria, phages and phage therapy in our 2025 HTGAA Bootcamp Part 1

The Group Final Project

Despite the great advantages of phage therapy over conventional antibiotics, bacteriophages have a major limitation: Bacteria can develop ways to defend themselves against the phages and become resistant. But, in contrast to the static nature of antibiotics, phages have the power to evolve too. For billions of years, there has been an arms race between phages and bacteria. But now, with the development of new tools in synthetic biology such as protein engineering and the synthesis of new genomes harboring advantageous mutations, we can try to give the phages a head start. We attempt this by engineering their DNA or RNA, so they are prepared in case they encounter bacteria developing a resistance. This is the overall goal of the group final project. Specifically, we want to engineer the bacteriophage MS2 to be more prepared and more efficient in killing its host bacteria Escherichia coli (E. coli).

MS2 bacteriophage

MS2 bacteriophages infect E. coli bacteria with a high specificity. It is a very small virus consisting of coat proteins, a maturation protein and genetic material. They infect bacteria by attaching to the F-pilin protein on the host cell membrane and entering the cell. Once inside, the viral RNA acts as a messenger for phage protein production. All proteins for virion assembly are translated and the virus RNA is replicated. Next, new viruses form by assembling the coat and maturation proteins and encapsulating the virus RNA. Finally, a lysis protein expressed from the viral RNA triggers bacterial lysis by causing cell wall breakdown, whereby the new phages are released into the environment to infect new bacteria.

MS2 lysis map MS2 lysis map

Empowering MS2 in their fight against E. coli

To make phages stronger against their host and to prepare them against host resistance, we can introduce mutations into their genes to slightly change the structure and/or function of the encoded proteins. Four genes are present on the MS2 RNA: 1. the maturation protein (A), 2. the coat protein (coat), 3. the lysis protein (L) and 4. the replicase (rep). For this course, we focus on the L gene encoding the lysis protein.

Source: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5446614/

The exact function of the L protein is unknown, however, it is thought to form oligomers that can then integrate into the cell membrane to form pores, which ultimately lyse and kill the bacterial cell. This lysis protein is crucial for the phage to complete its life cycle and release new phages to infect more bacteria. Because of its importance, E. coli can try to intervene in the lysis protein production to stop the spread of the phages. For the translation and processing of the viral proteins, the phage heavily relies on the bacterial protein machinery. One example for such a protein is DnaJ, a chaperone responsible for proper protein folding, which has been shown to be important for MS2 lysis protein processing. E. coli can mutate this chaperone, preventing the lysis protein from interacting with DnaJ. This in turn causes the lysis protein to lose its function and stops MS2 from infecting more bacteria.

In this project, we want to engineer the lysis protein to increase the ability of MS2 to overcome potential E. coli resistance. We can attempt this by mutating the lysis protein to change its properties. Together, we aim for finding mutations that change the lysis protein one of the following ways: (1) an independence of lysis protein processing from DnaJ or other bacterial chaperones and (2) a faster or more efficient killing of E. coli to reduce the window in which the host can acquire resistance. In the course of this class, we will proceed through the following stages to create and test new MS2 phage mutants:

Stage 1: Engineer novel L protein mutants using protein design tools

Stage 2: Synthesize the L protein mutant gene via Twist

Stage 3: Clone the L protein mutant gene into a plasmid using Gibson Assembly

Stage 4: Test the L protein mutant’s structural integrity using the Nuclera system

Stage 5: Test the L protein in E. coli (details will follow)

With this group project, each student will have the opportunity to actively contribute to authentic scientific research that will advance scientific knowledge and could potentially have an impact on people’s lives.

In Depth Reading Material

Students

Global Students (and Global Nodes)

MIT/Harvard Presenters via “Natural” Selection

TAs

Global Nodes

Click images or scroll down to see more details
Open to non-affiliated students?In-person Global Recitations?Online Global Recitations?Global Recitation days & timesIn-person HTGAA Labs?Online HTGAA Labs?Fee for HTGAA Labs?Lab days & timesOpen lab space available?Website
MIT / Harvard (Cambridge, USA)NoYESYESClass Recitations:
  We 5-6pm ET
Office Hours:
  on request
YESNoNotypically Th & FrNo
BioClub TokyoYESYESClass Reviews:
  Th 21:00 JST
Homework Reviews:
  Mo 21:00 JST
YESNoYESIn-person labs: On demandYES
Biopunk Lab (San Francisco, USA)YESNoYESHomework Reviews:
  Su 4-6pm PT
YESNoYESIn-person labs:
  M, W, Th 6-9pm PT
YES
BUGSS (Baltimore, USA)YESYESYESHomework Reviews:
  Th 6-8pm ET
YESNoYESIn-person labs:
  Su 1-5pm ET
YES
ChiTownBio (Chicago, USA)YESYESYESHomework Reviews
& Office Hours:
  Sa 3-7pm CT
YESNoYESIn-person labs:
  Sa 3-7pm CT
YES
Designer Cells Lab (Korea)YESGlobal Recitations:
  Fr 4-5:30 KST
YESYESIn-person labs:
  Mo or Tu 5pm KST
YES
Duke University (NC, USA)
Genspace (NYC, USA)YESNoYESHomework Reviews:
  Fr 5-7pm ET
YESNoYESIn-person labs:
  Tu 6-9pm ET
YES
Hartnell College (CA, USA)YESYESYESHomework Reviews:
  Th 15:00-17:00 PT
YESNoYESIn-person labs:
  Th 13:00-15:00 PT
YES
Iowa State (IA, USA)NoNoNoNoNoNoNo
Lifefabs Institute (London)YESYESYESGlobal Recitations:
  Th 9:00-10:00 UK &
  Th 21:00-22:00 UK
YESYESYESIn-person labs:
  Th 18:30-20:30 UK
  More as needed
YES
Ottawa Bio Science (Canada)YESYESYESGlobal Recitations:
  Th 2-3pm ET
Office Hours:
  We 2-3pm ET
YESYESSome LabsIn-person labs:
  On demand, Fr 5pm ET
YES
SynBio USFQ (Ecuador)YESYESYESGlobal Recitations:
  Sa 08:00-09:00 ECT
Office Hours:
  We 15:00-16:00 ECT
YESYESYESIn-person labs:
  Sa 10:00-13:00 ECT
No
Victoria Makerspace (Canada)YESNoYESHomework Reviews:
  Mo 6pm PT
Global Recitations:
  We 6pm PT
YESYESYESIn-person labs:
  Weekends, varied
YES
William & Mary (VA, USA)YESYESYESGlobal Recitations:
  Mo 4-6pm ET
Office Hours:
  Tu 1-2pm ET &
  Fr 2-3pm ET
YESYESOpen lab hours: TBAYES