research methods

Lab protocols, interactive diagrams, and computational notebooks from my graduate research.

This page documents the methods I've used and developed in my graduate research. Each protocol includes a detailed written version and, where applicable, a visual diagram and associated computational notebooks.

These materials are shared to support reproducibility and to help other researchers working with similar methods.
[Restricted] = Private repository — request access

General Lab Protocols

Foundational procedures for routine laboratory work. These are also intended as a reference for new lab members and undergraduate researchers.

Autoclave Sterilization & Decontamination
Equipment sterilization, liquid media sterilization, and biological waste decontamination with cycle selection guide.
Available
Background & Rationale
Autoclaving uses pressurized steam to sterilize equipment and media and to decontaminate biological waste. Different load types (dry equipment, liquid media, biological waste) require different cycle parameters to ensure effective sterilization without damaging materials. This protocol consolidates three previously separate procedures into a single reference covering all routine autoclave uses, with guidance on cycle selection, safety precautions, and troubleshooting common issues.
Plating Bacterial Cultures from Freezer Stocks
Revival of bacterial isolates from −80°C glycerol stocks by streak plating, with medium selection guide.
Available
Background & Rationale
Streak plating from −80°C glycerol stocks produces isolated colonies that can be used to start fresh liquid cultures, confirm strain identity, or assess colony morphology. This protocol covers both the frozen scrape method (which preserves the stock for repeated use) and the thawed pipette method, with guidance on medium selection for different organism types including cold-adapted environmental isolates.
Standardize Inoculum by OD600
General procedure for standardizing bacterial inocula to a target starting OD using dilution calculations.
Available
Background & Rationale
Optical density at 600 nm (OD600) provides a quick, non-destructive estimate of cell concentration in liquid culture. This protocol describes a general-purpose method for standardizing bacterial inocula using dilution-based OD measurements and C₁V₁ = C₂V₂ calculations, applicable to any liquid culture experiment where a target starting OD is specified.
Combustion (Dry Heat Sterilization) of Glassware
Dry heat sterilization at 450°C to eliminate organic residues from glass culture tubes and vessels.
Available
Background & Rationale
Combustion sterilization eliminates all organic residues from glassware by heating to 450°C for five hours. Unlike autoclaving, which sterilizes but does not remove organics, combustion ensures glassware is both sterile and organically clean. This is used for culture tubes in optical density measurements, where trace organic contaminants could interfere with growth readings or introduce unwanted carbon sources.
5% Nitric Acid Solution
Preparation of 5% (v/v) nitric acid for acid preservation of biological samples and urea standard matrices.
Available
Background & Rationale
A 5% nitric acid solution denatures enzymes like urease on contact, locking in the urea concentration at the moment of sampling. This same solution serves as the matrix for preparing urea standards in colorimetric assays, ensuring that standards and samples share identical chemical backgrounds for accurate quantification.
1 M HCl & NaOH for pH Adjustment
Preparation of 50 mL working stocks of 1 M hydrochloric acid and 1 M sodium hydroxide for media pH adjustment.
Available
Background & Rationale
Stock solutions of 1 M hydrochloric acid and 1 M sodium hydroxide are used for fine pH adjustments during media preparation. This protocol covers the preparation of small-volume (50 mL) working stocks suitable for bench-scale media preparation.
Cell sorting
Flow cytometry cell sorting protocol.
Coming Soon

Biocementation & MICP

Protocols and notebooks related to microbially-induced calcium carbonate precipitation using cold-adapted isolates.

Carbon source growth assay
Growth assay to determine preferred carbon source for cold-adapted ureolytic bacterial isolates via OD600 growth curves.
Available
Background & Rationale
Ureolytic bacteria require both a carbon source for growth and urea as a substrate for urease activity. Different carbon sources can significantly affect growth rates and metabolic activity, particularly in cold-adapted organisms whose metabolic preferences may differ from mesophilic model strains. This assay provides a standardized framework for comparing bacterial growth across carbon sources using optical density measurements over time, paired with endpoint pH readings as an indicator of urease activity. It can be adapted for any combination of carbon sources, bacterial isolates, and incubation temperatures.
Jung assay
Ureolytic activity assay based on the Jung et al. method for characterizing isolate performance.
Available
Background & Rationale
Quantifying ureolytic activity — the rate at which bacteria hydrolyze urea — is central to studying microbially-induced calcium carbonate precipitation (MICP). The Jung assay uses a colorimetric two-reagent system (o-phthalaldehyde and NED) to measure urea concentration at 505 nm, providing a direct, quantitative measure of urea hydrolysis over time. The serial transfer design in this protocol allows tracking of ureolytic activity across multiple growth cycles, which is useful for understanding how bacteria adapt to urea-containing media over extended culture periods. This approach can be scaled to screen panels of isolates under standardized conditions.
BHI Agar
Brain Heart Infusion agar plate preparation using Difco™ BHI Agar, with batch scaling guide.
Available
Background & Rationale
Brain Heart Infusion (BHI) agar is a nutrient-rich, general-purpose medium widely used for cultivating fastidious organisms. In this research, BHI agar plates are used specifically for growing up Sporosarcina pasteurii from freezer stock to serve as a positive control in ureolytic activity assays. S. pasteurii is a well-characterized ureolytic bacterium that grows optimally at 30°C on rich media, and BHI provides the nutritional complexity needed to reliably recover it from cryopreserved stocks. Having a standardized BHI plate preparation protocol ensures consistency across experiments and supports reproducibility when onboarding new lab members.
BHI Broth
Brain Heart Infusion broth preparation for Sporosarcina pasteurii starter cultures, with batch scaling guide.
Available
Background & Rationale
Brain Heart Infusion (BHI) broth is a commercially available, nutrient-rich liquid medium widely used for cultivating fastidious organisms. In this context, it serves as the growth medium for Sporosarcina pasteurii, a well-characterized ureolytic bacterium used as a positive control in urea hydrolysis experiments. BHI supports rapid growth of S. pasteurii at both its optimal temperature (30°C) and at lower experimental temperatures.
BHI Urea Agar
Brain Heart Infusion agar supplemented with 2% urea for cultivating and screening ureolytic bacteria.
Available
Background & Rationale
BHI Urea Agar combines a nutrient-rich base (Brain Heart Infusion) with 2% urea to support growth of ureolytic bacteria on solid medium. The urea is added via a filter-sterilized stock after autoclaving to prevent thermal degradation. This medium is used for plating and screening ureolytic organisms, where urea hydrolysis can be detected through downstream assays or pH-based indicators.
S. pasteurii Starter Culture
Revival and starter culture preparation of Sporosarcina pasteurii from freezer stock for use as a positive control.
Available
Background & Rationale
Sporosarcina pasteurii is a well-characterized ureolytic bacterium commonly used as a positive control in urea hydrolysis experiments. This protocol covers revival from frozen glycerol stocks and preparation of starter cultures at both 15°C and 30°C incubation temperatures. Standardized positive control preparation supports consistent reference performance across assay runs.
Succinate-Urea Growth Medium
Defined growth medium with succinate as carbon source and 2% urea, carbon-matched to a glucose reference formulation.
Available
Background & Rationale
This defined medium uses sodium succinate as the sole carbon source, paired with 2% urea as a nitrogen source and urease substrate. The succinate concentration is matched on a molar carbon basis to a 0.5 g/L glucose reference formulation (16.67 mmol C/L). The medium can be used for growth experiments, ureolytic activity assays, or any application requiring a defined carbon source with urea supplementation.
R2A Broth — Two-Cycle Growth Protocol
Two-cycle liquid culture protocol: growth in R2A followed by urea conditioning for downstream assays.
Available
Background & Rationale
R2A is a low-nutrient medium originally developed for enumerating heterotrophic bacteria in treated drinking water. Its minimal formulation makes it suitable for culturing slow-growing environmental isolates that may be inhibited by richer media. This two-cycle protocol first establishes growth in standard R2A liquid, then subcultures into R2A supplemented with urea to condition bacteria to urea-containing media before use in downstream assays.
Computational notebooks
Notebooks for growth curve analysis and data visualization.
Coming Soon

Sphagnum Microbiome

Protocols for field collection, laboratory cultivation, microbiome transfer, and molecular characterization of Sphagnum moss and its associated microbial communities.

Field Collection
Sphagnum collection for DNA extraction
Field collection procedures optimized for downstream DNA work.
Coming Soon
Sphagnum collection for microbiome
Field collection procedures for microbiome isolation.
Coming Soon
Environmental parameters
Measurement and recording of field site environmental conditions.
Coming Soon
Propagation & Cultivation
Gametophyte propagation
Propagation of Sphagnum gametophytes in the lab.
Coming Soon
Spore propagation
Growing Sphagnum from spores.
Coming Soon
Axenic media preparation
Media recipes for axenic Sphagnum culture.
Coming Soon
Microbiome Transfer & Preservation
Microbiome isolation
Isolating the microbial community from Sphagnum tissue.
Coming Soon
BG-11-N media
Preparing BG-11 (minus nitrogen) medium for cyanobacteria.
Coming Soon
Methanotroph media (NMS)
Nitrate mineral salts medium for methanotroph cultivation.
Coming Soon
PBS preparation
Phosphate-buffered saline from powder and from scratch.
Coming Soon
Glycerol cryopreservation
Long-term storage of microbial isolates in glycerol stocks.
Coming Soon
Thermal tolerance
Thermal tolerance testing of microbial isolates.
Coming Soon
Microbiome transfer
Transferring microbiome communities between Sphagnum hosts.
Coming Soon
DNA & Molecular Methods
DNA extraction (16S)
Extraction optimized for 16S rRNA sequencing.
Coming Soon
DNA extraction (custom)
Custom extraction protocol for Sphagnum-associated microbes.
Coming Soon
DNA extraction (Qiagen)
Qiagen kit-based extraction.
Coming Soon
Extraction optimization
Comparing homogenization methods for extraction yield.
Coming Soon
PCR amplification
PCR protocols for Sphagnum microbial DNA.
Coming Soon
Characterization
Hyperspectral imaging
Hyperspectral imaging of Sphagnum samples.
Coming Soon
pH buffer preparation
Buffer recipes for pH-controlled experiments.
Coming Soon