07 Mycologic Research
This article will take you into the deep exploration of the modern mycology research toolkit, from basic field surveys to cutting-edge laboratory techniques.I will share 30 years of practical experience accumulated in field research and laboratory work, providing practical tips you can apply immediately while explaining the scientific principles behind it.
Random sample formula is suitable for uniform habitats, while the specimen band rule is more suitable for areas with obvious environmental gradients.In my study of Cascade Mountains in Washington, I set up a 500-meter-long specimen along the altitude gradient, and set up a 2Ă—2-meter specimen every 50 meters, successfully recording the pattern of fungal communities changing with altitude.
Practical Case: In the primeval forests of the Oregon Coast Mountains, we compared the efficiency of random sample and systematic sample banding method.The results show that in complex terrain, combining two methods—first randomly selecting the region and then setting up a system demographic within the region—can obtain the most comprehensive list of species.
GPS precise positioning skills:
- Use GPS equipment with a precision of at least 5 meters
- Record coordinate system and reference plane (usually using WGS84)
- Mark at least three significant landmarks as backup reference points
- Smartphone GPS is only suitable for preliminary investigations, professional equipment is required for professional research
Environmental Data Record Standardization:
- Altitude: Record GPS read values ​​and topographic map correction values
- Vegetation: Companion plants are recorded using Braun-Blanquet cover rating
- Soil: On-site test pH, samples are collected for laboratory analysis
- Climate: Record temperature, relative humidity, recent precipitation
1. Base integrity: Use professional excavation tools to carefully dig out the entire bacteria to ensure that the bacterial troughs and cords are not destroyed.The base of mushrooms contains key identification characteristics, especially for toxic species such as Amanita.
2. Developmental stage representative: Collect specimens of different maturity levels - young, mature and elderly individuals.This helps study developmental changes and is crucial for accurate identification.
3. Eco Photography Agreement:
- Take in-situ photos, including habitat background
- Use scale bars and color reference cards
- Record details of the cap, pleat, stalk and ring
- Close-up shots of fresh states and different angles
Expert recommendation: Always wear gloves to deal with unknown fungi.Even non-toxins can cause allergic reactions.
Gold standard for outdoor notes:
- Fresh color description (change very fast)
- Smell (sweet, spicy, starchy, etc.)
- Juice color and variation
- Touch texture
- Insect or other animal interactions
Comparison of drying technology:
| Methods | Applicable Scenarios | Advantages and Disadvantages |
|------|-----------|--------|
| Air dry | Small, thin fleshy fungi | Low cost but low humidity environment |
| Silicone drying | Most meaty fungi | Fast speed, good conformal shape, reusable |
| Food dehydrator | Large-scale collection | Controllable temperature and high efficiency |
| Professional drying box | Research institute | Precise temperature and humidity control |
Liquid Immersion Preservation Formula:
- Regular storage: 70% ethanol
- Morphological study: Formalin-acetic acid-ethanol (FAA) mixture
- Color preservation: Special copper sulfate formula
Tag information integrity checklist:
- Collection number (unique identification)
- Detailed location description (country, state, specific location)
- Coordinates and altitude
- Collection date
- Name of the collector
- Habitat description
- Preliminary identification
Environmental DNA technology is revolutionizing fungal diversity research.By analyzing DNA fragments in soil, water or air filters, we can detect fungi that are difficult to cultivate or observe.
Practical Case: In the geothermal area of ​​Yellowstone National Park, we used the eDNA method to discover new fungal lineages that were not detected in traditional investigations.These microorganisms survive in extreme environments at 80°C, expanding our understanding of fungal heat resistance.
eDNA Sampling Professional Process:
1. Use sterile tools to collect soil or litter
2. Put it in a sterile container immediately
3. Cold chain transport to the laboratory (preferably within 24 hours)
4. -80°C for a long time storage until DNA extraction
Choosing fresh, healthy tissue blocks is key.I prefer to take samples from the junction of the cap and the stalk, which is a low contamination rate and strong growth vitality.
Medium Selection Guide:
- PDA (Potato Glucose Agar): Universal type, suitable for most fungi
- MEA (Malt Extraction Agar): Promotes spore and pigment formation
- Special selective medium: Add antibiotics to inhibit bacterial growth
Practical experience in temperature control: Different fungi have specific temperature requirements.Wood-decaying fungi usually grow best at 25-28°C, while soil fungi may prefer 20-25°C.Establishing a temperature gradient experiment can determine the optimal growth conditions.
Short-term storage: Refrigerate at 4°C, transfer every 3-6 months
Medium-term storage: Covered with mineral oil, stored for 1-2 years
Long-term storage: -80°C ultra-low temperature freezing or liquid nitrogen storage
Sperm library management: Establish a detailed strain database, including source, identification information, growth characteristics and metabolic characteristics.
Professional procedure for microscope use:
1. Anatomical microscopy: Observe the macroscopic structure and prepare spore printing
2. Composite microscope: Detailed study of microscopic characteristics
- Spores: shape, size, pattern, color
- Caseous body: shape, size, distribution
- Mycelium structure: locked joint, separation, etc.
Professional method for slice technology:
- Hand-cut: Use a razor blade for soft tissue
- Freezing Slicer: Maintain structural integrity
- Paraffin slices: highest precision, but complicated process
Dyeing technology selection table:
| Dyeing agent | Usage | Effect |
|--------|------|-----|
| KOH (Potassium Hydroxide) | General Observation | Transparent Tissue, Enhanced Contrast |
| Melzer Reagents | Starchy detection | Starchy spores turn blue and black |
| Congo Red | Cell Wall Staining | Enhanced Cell Wall Visibility |
| Cotton Blue | Mycelium Observation | Blue contrast, easy to observe |
Sample quality assessment:
- Best fresh samples
- Dried specimens need to check the degree of DNA degradation
- Avoid obvious contamination or decay samples
Extraction method comparison:
- Commercial kit: fast, consistent, suitable for high throughput
- CTAB method: low cost, optimized, suitable for difficult samples
Quality Control Inspection:
- Agarose gel electrophoresis to check DNA integrity
- Spectrophotometer measures concentration and purity (A260/A280 ratio is 1.8-2.0)
Primary selection strategy:
- ITS Region: Gold Standard for Fungal Identification
- LSU and SSU: Phylogenetic Research
- Multigene combination: improve resolution
PCR optimization experience:
- Gradient test of magnesium ion concentration
- Annealing temperature optimization
- Additives (such as BSA) improve amplification efficiency
Pollution Prevention and Control:
- Partitioning operation (sample preparation, PCR setting, product analysis)
- Negative control is essential
- UV treatment and workbench cleaning
Technical Selection Guide:
| Technology Type | Applicable Scenarios | Data Features |
|------------------------------------------------------------------------------------------------------------------------------
| Sanger Sequencing | Single Gene, Pure Culture | High Accuracy, Long Reading |
| Illumina NGS | Metagenome, Diversity | High Throughput, Short Reading |
| PacBio | Full length ITS, genome | Long read length, high error rate |
| Nanopore | Real-time, field sequencing | Portable, long-lasting reading |
Practical Case: We used Illumina sequencing to analyze fungal communities in forest soil in Montana, and detected more than 10,000 operating taxonomies (OTUs) in a single run, far beyond the capabilities of traditional methods.
Basic Analysis Process:
1. Sequence quality control and trimming
2. OTU clustering or ASV analysis
3. Taxonomy allocation (using UNITE or GenBank database)
4. Diversity analysis (α and β diversity)
Phylogenetic Analysis:
- Multi-sequence alignment (MAFFT or ClustalW)
- Model selection (ModelTest or jModelTest)
- Tree construction (maximum likelihood method or Bayesian inference)
- Branch support evaluation (bootstrap or posterior probability)
Data Submission Specification:
- GenBank submission requires complete metadata
- Comply with MIAME and MINSEQE standards
- Ensure that the sequence is associated with the specimen
Solvent Selection Science:
- Polar gradient extraction: Hexane → Dichloromethane → Ethyl acetate → Methanol → Water
- Target compound-oriented selection:
- Terpenoids: non-polar solvents
- Alkaloids: Medium polarity
- Polysaccharide: hot water extraction
Extraction efficiency improvement technology:
- Ultrasonic assist: improve efficiency and shorten time
- Microwave Assist: Extremely Speedy Extraction, but requires professional equipment
- Soxhlet Extraction: Complete extraction, but time-consuming
TLC Quick Filter Solution:
- Silicone board: Most secondary metabolites
- Different color developer: reveal different compound categories
- Rf value record and standard product comparison
HPLC method development:
- Inverted phase C18 column has strong versatility
- Gradient elution separates complex mixtures
- PDA detector provides ultraviolet spectrum
GC special application:
- Volatile Compound Analysis
- Fatty acid spectrum study
- Derivative expansion of application scope
Mass Spectrometry Technology Combination:
- LC-MS: Online separation and identification
- GC-MS: Volatile Component Analysis
- MALDI-TOF: High molecular weight compounds
NMR complete process:
- 1D NMR (1H, 13C): Preliminary structural information
- 2D NMR (COSY, HSQC, HMBC): Complete structure analysis
- Deuterated solvent selection optimization
Standardized test for antibacterial activity:
- Paper diffusion method: rapid screening
- Microdilution method: accurate MIC determination
- Positive control (standard antibiotics) is essential
Antioxidation capacity assessment:
- DPPH radical scavenging: rapid screening
- ORAC value: higher biological correlation
- Multiple methods combined are more reliable
Cytotoxicity professional assessment:
- MTT method: mitochondrial activity
- SRB method: protein content
- Cloning formation test: long-term effects
Study on Enzyme Inhibitory Activities:
- Substrate specific selection
- Kinetic Parameter Determination (Km, Vmax)
- IC50 value calculation
Diverity Index Selection Guide:
- Shannon-Wiener: Take into account richness and uniformity in combination
- Simpson: Emphasize dominant species
- Chao1 and ACE: Estimate the real species count
Spatial Distribution Analysis:
- Point pattern analysis
- Geostatistical methods
- Beta Diversity Measurement
Time Dynamic Research Design:
- Seasonal sampling (at least once a month)
- Interannual changes (at least 3 years of data)
- Phenological Records
Decomposition rate determination:
- Bag net method standardization
- Comparison of different substrates
- Environmental factor control
Mycorrhizal Function Research:
- Isotope Tracer (13C, 15N)
- Vaccination experiment
- Mycorrhizal Network Visualization
Quantitative Circulation:
- Elemental Analysis (C, N, P)
- Enzyme activity assay
- Flux measurement
Complete Soil Analysis Solution:
- Physical properties: texture, water holding amount
- Chemical properties: pH, nutrients, organic matter
- Biological properties: microbial biomass, respiration
Meteorological Data Integration:
- Automatic recording station
- Remote sensing data supplement
- Microclimate measurement
Advanced Statistical Analysis:
- Multivariate Analysis (RDA, CCA)
- Structural equation model
- Machine Learning Applications
Multi-omics data integration strategy:
- Genomics: Genetic potential
- Transcriptomics: Gene expression
- Proteomics: Functional Molecules
- Metabolomics: Metabolites
System Biology Methods:
- Network Analysis
- Passage enrichment
- Integrated Modeling
Single-cell sequencing applications:
- Research on cell heterogeneity
- Rare cell type identification
- Developmental trajectory reconstruction
Single-cell imaging progress:
- Ultra-high resolution microscope
- Live cell dynamic imaging
- Multimodal integration
CRISPR in mycology:
- Gene function verification
- Metabolic Engineering
- Pathogenic bacteria research
Prospects of synthetic biology:
- Pathway reconstruction
- New compound production
- Environment Repair
1. Basic Skills Training (6-12 months):
- Participate in the fungus society workshop
- Master the basics of microscopy
- Learn safety regulations
2. Intermediate Capacity Building (1-2 years):
- Molecular Technology Basics
- Introduction to data analysis
- Scientific Writing
3. Advanced Professional Development (3-5 years):
- Professional and technical expertise
- Independent research and design
- Academic Publishing
Basic Essentials ($500-1000):
- Mass microscope
- Basic molecular biology equipment
- Field collection tools
Intermediate Extensions ($2000-5000):
- PCR instrument
- Gel imaging system
- Efficient extraction equipment
Advanced Professional ($10,000+):
- HPLC system
- Advanced Microscope
- Sequencing equipment
Field Investigation Error:
- Error: Inadequate metadata record
- Solution: Use standardized forms and checklists
Laboratory Error:
- Error: Inadequate pollution control
- Solve: Strict zoning and negative control
Data analysis error:
- Error: Statistical method misuse
- Solution: Consult statistics experts and use the correct software
Mycologic research is in an unprecedented stage of rapid development.From citizen scientists holding smartphones to professional labs equipped with the latest sequencing equipment, everyone can contribute to this field.The key is to master the correct methodology, maintain scientific rigor, and maintain connection with the global mycology community.
Action steps now:
1. Identify your research interests and available resources
2. Start with basic methods and gradually build skills
3. Join professional organizations (such as the American Fungal Society)
4. Participate in citizen science projects (such as iNaturalist)
5. Find mentors and collaborators
Remember that every carefully collected specimen and every accurately recorded data point are important bricks and stones for building the mycologic knowledge building.Start your fungus research journey – countless scientific discoveries await keen eyes and well-trained hands.