Diogo Custódio — HTGAA Spring 2026

About me
Hallo there, I’m Diogo, a interdisciplinary artist interested in symbiosis and more-than-human relationships. Currently researching the chlorophyll molecule 🌿
Contact info
@diogo______c

Hallo there, I’m Diogo, a interdisciplinary artist interested in symbiosis and more-than-human relationships. Currently researching the chlorophyll molecule 🌿
@diogo______c
Week 1 HW: Principles and Practices
Class Assignment #1 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. Analog photography has been experiencing a growing revival and with it a growing ecological concern, specially regarding the impacts of its “magical” component — silver halides. Much of the movement of trying to address the environmental impact of analogue film has fallen on individual artists and researchers, by trying to mitigate the consequences of silver. However, despite the efforts of exploring plant-based developers, and darkroom procedures to prevent damaging disposal of silver contaminated solutions, (extremely toxic for the environment affecting primarily microbial life) we are still left with the need to use this toxic metal in lack of any other option for analog camera photography.
Week 2 HW: DNA Read, Write & Edit
(squinting might help) Part 1: Benchling & In-silico Gel Art Documentation First of all I started by making a digest with a single enzyme at a time.
Assignment: Python Script for Opentrons Artwork Documentation First of all I used opentrons-art.rcdonovan.com to generate a base design with an image from “vecteezy.com” and then modified it manually to reach the final design

1. Nature’s machinery for copying DNA is called polymerase. What is the error rate of polymerase? How does this compare to the length of the human genome. How does biology deal with that discrepancy?
The initial insertion of nucleotides by polymerases incurs in an error once every 10000 to 100000. When including the effect of exonuclease proofreading domain, accuracy is increased by 100- to 1000- fold, making the final error rate one per 106 107 nucleotides. The haploid human genome is roughly 3 billion base pairs and a diploid cell (before division), this is 6 x 10^9 base pairs — If the polymerase only had its intrinsic proofreading ability error rate, a single cell division would result in roughly 30 to 600 errors per replication. This would be an unsustainable rate of mutation for a multicellular organism.
Thus, biology employs a multi-tiered, highly efficient repair system to ensure high fidelity, resulting in an overall mutation rate of less than one mutation per genome per cell division by: Proofreading (Immediate Correction), Mismatch Repair (Post-Replication Repair), Redundancy and Non-coding DNA and Low-Fidelity Backup — In cases of severe DNA damage, the cell uses specialized, “error-prone” polymerases (translesion synthesis) to skip over damage to prevent cell death, allowing for a temporary increase in mutations, but saving the cell.
2. How many different ways are there to code (DNA nucleotide code) for an average human protein? In practice what are some of the reasons that all of these different codes don’t work to code for the protein of interest?
Most amino acids are coded by 2-6 codons, therefore, for an average human protein—roughly 300 to 500 amino acids long—the number of potential DNA sequences is astronomical. So most of these potential genetic codes will not produce a functional protein due to: Codon Usage Bias & Translation Speed: there are preferred codons to improve speed; Co-translational Folding Errors: the folding is coordinated with speed of translation, so if the speed is slowed down by the use of rare codons the proteins might not fold properly; mRNA Stability and Structure; Splicing Errors:in eukaryotes, the coding sequence (exons) is interrupted by non-coding sequences (introns). Eukaryotic DNA sequences contain “hidden” splicing signals that tell the cell where to cut and join RNA. A different coding sequence might accidentally introduce or destroy these sites, resulting in an improperly spliced mRNA; Regulatory Site Disruption: DNA regions often contain dual information: coding for a protein and containing regulatory signals (e.g., enhancers, transcription factor binding sites). Changing the DNA code to a synonym might destroy a crucial regulatory element, meaning the protein is simply never produced.
1. What’s the most commonly used method for oligo synthesis currently?
It’s the solid phase chemichal synthesis — Phosphoramidite Method.
2. Why is it difficult to make oligos longer than 200nt via direct synthesis?
Even with most highly optimized protocols, each step of the chemical synthesis cycle is not 100% efficient (99% — 99.5%). As the sequence lenght increases. The effect of these small cumulative losses in a 200 nt segment can reduce the final yield to < 30%.
3. Why can’t you make a 2000bp gene via direct oligo synthesis?
Due to the accuracy limitations, chemical synthesis is mostly limited to 500 bp. Making a gene longer than that implies the posterior ligation of the several smaller diferent fragments to ensure a viable gene, otherwise, the errors would accumulate into a non-working gene.
1. What are the 10 essential amino acids in all animals and how does this affect your view of the “Lysine Contingency"?
Being the 10 essential amino acids in animals (PVT TIM HALL): Phenylalanine, Valine, Tryptophan, Threonine, Isoleucine, Methionine, Histidine, Arginine, Leucine and Lysine — the “Lysine Contingency” would be lacking the main component of a biological kill switch which is dependant on a substance that any given organism wouldn’t be able to get outside controlled systems. If Lysine is already an essential amino acid that all animals, and presumably dinosaurs, need to find through their diet, then it can’t be considered a contingency since the dinosaurs could find it anywhere outside the island through eating plants or other animals. For this amino acid contingency to be functional the GM dinosaur would need to be dependant on some kind of completely synthetic amino acid that could not be substituted by any naturally occurring one.
Personal Resources
https://pubs.rsc.org/en/content/articlehtml/2024/cs/d3cs00469d
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For the cover image I just edited out some of the space between lines of the same letter to make it more perceptible


1. Find and describe a published paper
I found and was interested in two articles: The first one “Automation and Optimization of Protein Expression and Purification on a Novel Robotic Platform” published by Journal of Laboratory Automation (October 2006) that describes an automated robotic system for expression and purification of recombinant proteins grown both in E. coli and other bacterial cells and eukaryotic cells. The second “APEX: Automated Protein EXpression in Escherichia coli” published by ACS Synthetic Biology (September 2, 2025) describes an automated pipeline for recombinant protein production in E. coli, leveraging the open-source Opentrons OT-2 platform to handle microbe culturing and protein expression.


The development on photographic emulsions has an added difficulty of them being light-sensitive. So having an automated workflow to produce iterations of different possibilities would largely make the process more efficient
- Automation for culturing of e coli and synthesis of an array of modified and non-modified chlorophyll binding proteins.
- Lipid-induced folding of those different proteins by combining with chlorophyll extract
Maybe further along the research process the expression of these proteins could be done with cyanobacteria that already have the metabolic pathways for production of chlorophyll which would facilitate the scalability of the project.
- Combination of the different final proteins with an agarose base to allow dispersion onto a base surface
- 3d printed holder for the base supports for the chlorophyll protein emulsion to be dispersed on
- Drying of the emulsion in dark conditions
During a testing phase, there might be a better way of testing these protein complexes for light sensitivity and for reactivity towards iron once exposed to light without having to create and emulsion and disperse it onto a base support. This could eventually be achieved through biosensing? — detecting if, once exposed to light, the chlorophyll attached to the proteins degrades into the right derivatives that are good chelating agents for iron
For the purpose of this exercise, I tried to create a comprehensible workflow for the following operations that I think would be essential for this project:
Workflow for expression of chlorophyll-binding proteins
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- Culturing Deep Well Plate Axygen/Endorf with competent cultures
- Bravo — Stamp the different plasmids into wells
- ATC — Thermal Cycler to deliver plasmid via thermo shock
- Multiflo — Dispense recovery medium into wells
- Cytomat — Shaking incubator for recovery incubation
- Multiflo — Dispense Lysis buffer into all wells
- PlateLoc — Seal the plate
- HiG3 — Centrifugation for clarifying
- XPeal — Peal plates
- Bravo — Dispense magnetic beads and necessary buffers
- Bravo — Washing and elution routine
- Bravo — Stamp eluted proteins
- Multiflo — Add detergent system and chlorophyll extract
- PlateLoc — Seal the plate
- Inheco — Shake mixing for lipid-induced folding/pigment binding
- XPeal — Peal plates
- Bravo — Washing routine
- PHERAstar — Measure absorbance
3D printing of a holder for base supports for the chlorophyll emulsion For the chlorophyll proteins (suspended in some kind of gelling agent like agar) to be dispersed on, so field tests could be performed with pinhole cameras (for the testing of an array of photographic emulsion iterations). Bellow a quick sketch of what it could be.
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APEX: Automated Protein EXpression in Escherichia coli
Automation and Optimization of Protein Expression and Purification on a Novel Robotic Platform
Bacterial Transformation Workflow
Folding in vitro of light-harvesting chlorophyll a/b protein is coupled with pigment binding
High-throughput, Microscale Magnetic Bead Protein Purification … Ginkgo … (RAC) Platform
Combining In vitro Folding with Cell-Free Protein Synthesis for Membrane Protein Expression