03 DNA barcode technology
The concept of DNA barcode is similar to supermarket commodity scanning: identifying species by analyzing sequences in specific regions of biological DNA.For fungi, the internationally recognized standard barcode region is ITS (internal transcriptional spacer).This technology not only solves the problem that has plagued mycologists for decades, but also provides unprecedentedly accurate tools for field collectors, chefs and researchers.
ITS is located between the 18S-5.8S-28S gene of ribosomal DNA and contains two spacers: ITS1 and ITS2.Selecting ITS as the fungal standard barcode region is based on four key advantages:
Ideal Variation: The ITS region has a large enough difference between species to distinguish between relative species, while the intraspecies variation is relatively small, ensuring that the individual sequences of the same species are basically consistent.Actual data show that the ITS region varies between species by 3-15% in most fungal populations, while intraspecies variation is usually less than 1-2%.
General Primers: Researchers have developed multiple pairs of universal primers (such as ITS1/ITS4, ITS5/ITS4) that can amplify the ITS regions of the vast majority of fungal populations without the need to design specific primers for each species.
Domain rich: Mycologists around the world have jointly built databases containing millions of ITS sequences, such as UNITE, GenBank and BOLD systems, providing a solid foundation for comparison and identification.
Easy to amplify: The ITS region has a moderate length (usually 500-700 base pairs), and the PCR amplification success rate is high, and available sequences can be obtained even from degraded samples.
In the Pacific Northwest, collectors used a white amanita as an edible species for many years until the DNA barcode revealed that it was actually a new species close to the death cap (Amanita phalloides).This discovery may have prevented numerous poisoning incidents.Through ITS sequence analysis, the researchers found that this mushroom was 8.7% different from the known edible Amanita, which was much higher than the species-grade distinction threshold (usually 3%).
Collection tool preparation:
- Sterile gloves (prevent cross contamination)
- Sterile sampling bag or paper bag
- Portable refrigerator (maintaining DNA integrity)
- GPS equipment (precisely position the acquisition point)
- Digital camera (records macro features in detail)
- On-site record book (record habitat, host, odor, etc.)
Experts recommend: Be sure to keep the complete fruiting body during collection, including the base of the stem β many key identification features are located here.Ideally, individuals from multiple developmental stages are collected, never opening an umbrella until they are fully mature.
Sample saving method:
- Silicone gel drying method: put fresh samples in a sealed container and mix them with silicone particles, and completely dry within 48 hours
-Cryo-storage: -20Β°C for long-term storage, -80Β°C best
- Ethanol preservation: 95% ethanol is suitable for molecular research, but it will destroy morphological characteristics
Basic Home Laboratory Program:
1. Take 50-100mg of dried bacterial cap tissue and grind it into fine powder with liquid nitrogen.
2. Add CTAB extraction buffer and bathe in 65Β°C for 30 minutes
3. Chloroform-isoamyl alcohol extraction to remove protein
4. Isopropanol precipitates DNA
5. Washed with 70% ethanol and dissolved in TE buffer
Commercial kit selection: For beginners, it is recommended to use Qiagen DNeasy Plant Mini Kit or MP Biomedicals FastDNA SPIN Kit, with a success rate of up to 95%, and the whole process only takes 1-2 hours.
Common error avoidance:
- Avoid using stale or degraded samples
- Prevent exogenous DNA contamination (workbench, tool sterilization)
- Do not overdry and cause DNA breakage
Standard ITS amplification scheme:
- Primer selection: ITS1F (5'-CTTGGTCATTTAGAGGAAGTAA-3') and ITS4 (5'-TCCTCCGCTTATTGATATGC-3')
- Reaction system: 25 ΞΌL total volume, containing about 10-50 ng template DNA
- Cycle conditions: 94Β°C predenaturation for 4 minutes; 35 cycles (94Β°C 30 seconds, 52Β°C 30 seconds, 72Β°C 45 seconds); 72Β°C final extension for 7 minutes
Sequencing selection:
- Sanger Sequencing: Single sample, cost about $10-15, turnaround time 1-3 days
- High-throughput sequencing: suitable for environmental samples or batch identification, cost depends on throughput
Basic Process:
1. Sequence quality control: remove low-quality areas and ensure Q value >30
2. BLAST search: Comparison in NCBI or UNITE databases
3. Similarity Assessment: >97-99% Similarity usually indicates the same species
4. Phylogenetic analysis: Confirm the identification results by constructing evolution tree
Practical skills: Donβt blindly believe in the highest matching result.Check multiple high-matching sequences to see their origins and annotation quality.In UNITE databases, sequences with "Species Hypothesis" numbers are preferred, which are professionally annotated and have higher reliability.
UNITE database (https://unite.ut.ee)
- Designed specifically for fungal ITS sequences
- Provides species assumption (SH) system to reduce error identification
- Recommended as the primary identification resource
GenBank (https://www.ncbi.nlm.nih.gov)
- Comprehensive database containing all biological sequences
- The data volume is large but the quality is different, so you need to use it with caution
- Best effect in combination with BLAST tools
BOLD system (http://www.boldsystems.org)
- Designed specifically for DNA barcodes
- Integrate morphological and molecular data
- User-friendly interface, suitable for beginners
Multi-database verification: Important authentication should be confirmed in at least two independent databases.If UNITE and BOLD give the same results, the credibility is greatly improved.
Evaluate sequence quality:
- Check the sequence length (full ITS area should be >500bp)
- Confirm the credibility of the submitter (research organization vs unverified users)
- View relevant published literature support
LSU (Large Subunit Ribosomal RNA):
- Suitable for classification of classification units above the level
- The evolution rate is slow, suitable for distant relationship research
- Especially used for yeast and microfungal identification
TEF1-Ξ± (translation extension factor):
- Higher species-level resolution in certain groups such as the Orchid Orchid
- Solve the problem of close relatives that ITS cannot distinguish
- Need group-specific primers
RPB2 (second largest subunit of RNA polymerase):
- One of the preferred markers for phylogenetic research
- Provides different evolutionary signals from ITS
- Commonly used for classification system revision
For difficult identification, combining multiple gene markers greatly improves accuracy.Standard multigene analysis includes ITS+LSU+RPB2+TEF1-Ξ±, and this combination has a success rate of nearly 100% in the distinction between relative species.
Traditionally, North American collectors view all black morels as the same species.DNA barcode reveals that this is actually a complex of 12 different species, some of which have limited distribution ranges and collection stress may lead to local extinction.Responsible and professional collectors now conduct DNA validation of high-value species to ensure sustainable collection.
Laboratory tests found that 30% of the "wild-collected" mushrooms on the market are actually cultivars.Using DNA barcodes, we are able to verify the authenticity of the vendor's statement.Especially suitable for high-value species such as matsutake, morel and chanterelles.
Revolutionary Technology: Extract total DNA from soil, water or air, analyze fungal community composition through high-throughput sequencing without culturing or observing fruit entities.
Practical Application:
- Monitoring changes in the distribution of endangered species
- Early detection of invasive fungal species
- Assessing forest ecosystem health
- Track the impact of climate change on fungal communities
Outdoor Operation Guide:
1. Collect 100-200g of surface soil (removal of leaf layer)
2. Use sterile tools to avoid cross-contamination
3. Refrigerate immediately or add storage buffer
4. Record accurate GPS coordinates and environmental parameters
In cases of poisonous mushroom poisoning, DNA analysis can identify species from vomit, cooking residues, and even the digestive system, providing key information for medical interventions.In a 2019 California poisoning incident, Amanita phalloides were identified from the contents of the stomach through DNA barcodes, and doctors were guided to use experimental antidotes to successfully save patients' lives.
Oxford Nanopore MinION:
- Palm Sequencer, connected to laptop via USB
- Real-time sequencing, data acquisition begins within a few minutes after sample preparation
- Suitable for outdoor workstations
- Cost: Starter kit approximately $1,000, the cost per sequencing continues to decline
Fast PCR Device:
- Portable PCR instrument, battery powered
- Complete expansion within 30 minutes
- Connect with smartphone applications to simplify operational processes
1. On-site sample collection and recording
2. Rapid DNA extraction (15 minutes)
3. Portable PCR amplification (30 minutes)
4. MinION sequencing and real-time analysis (1-4 hours)
5. Access database comparison through satellite network
Practical Experience: In a fungal survey in remote areas of Montana, we used this system to complete the on-site identification of 12 samples in 3 hours, and the traditional method took several weeks.
Business Service (Send Sample):
- Single sample Sanger sequencing: $15-40
- Sample Preparation + Sequencing: $50-100
- High-throughput sequencing (per sample): $10-25 (in batches)
Self-service plan:
- Initial investment in laboratory equipment: $5,000-10,000 (including PCR instruments, electrophoresis equipment, etc.)
- Cost of consumables per reaction: $5-15
- University Cooperation: Many research institutions accept citizen science samples, with significantly lower costs
DNA sequencing costs have dropped by 1,000 times over the past decade, from $0.10 per megabase in 2008 to $0.0001 in 2023.This trend continues, and individual fungal identification costs are expected to drop below $5 per time in the next five years.
iNaturalist Platform:
1. Upload clear mushroom photos
2. Record detailed collection information
3. Obtain preliminary community appraisal
4. Select high-quality observations to submit DNA analysis
Professional Project Cooperation:
- NSF-funded βNorth American Fungal Diversity Projectβ
- Special research on fungal societies in various places
- Citizen Science Program of University Research Team
Sample Submission Agreement:
- Contact the researcher to confirm interests and needs
- Follow the sample collection and preservation guide
- Provide detailed on-site data and high-quality photos
- Agree to data sharing and publication
Through the joint efforts of citizen scientists, the project has collected more than 5,000 georeference samples over the past five years, discovered 23 new fungal species, revised the classification boundaries of 23 genera, and provided key data on the impact of climate change on fungal phenology.
Incomplete database:
- It is estimated that only 10-15% of fungal species have reference sequences
- Seriously underrepresented tropical and underground fungi
- Error comment sequence pollutes the database
Intra-type mutation problem:
- ITS variants are large in some groups (such as ectomycorrhizal fungi)
- Single barcode cannot distinguish all species
- Additional molecular marker confirmation is required
Resource requirements:
- The initial technical threshold is high
- Basic knowledge of molecular biology is required
- The risk of sample contamination always exists
Identification Trap:
- Blind trust database highest matching
- Ignore form and ecological data
- Overexplanation of negative results
Whole genome sequencing:
- Costs continue to decline, more reference genome
- Provides much information that is far beyond the barcode
- Solve complex classification problems
Artificial Intelligence Integration:
- Machine Learning Automatic Sequence Analysis and Quality Control
- Image recognition + DNA data joint identification
- Predictive distribution modeling
On-site technology:
- Smartphone connection portable sequencing device
- Real-time database access and comparison
- Augmented Reality Interface Guided Collection
Global Initiative:
- Unified barcode methods and data standards
- Reference Sequence Quality Certification System
- Morphological and molecular data integration platform
- Online Molecular Biology Course (Coursera, edX)
- Local fungi association workshops
- Basic laboratory safety training
- Participate in DNA barcode training workshop
- Volunteers participate in research projects
- Establish basic capabilities in home labs
- Carry out personal research projects
- Publish citizen scientific discoveries
- Guide the new generation of fungi lovers
Study Materials:
- "Fungal Molecular Systems" (Textbook)
- "DNA Barcode: Principles and Applications"
- iNaturalist fungus identification guide
Laboratory Equipment:
- Microcentrifuge ($200-500)
- PCR instrument ($1,000-3,000)
- Electrophoresis equipment ($200-500)
- Pipepter Set ($300-600)
Consumables:
- DNA extraction kit
- PCR primers and master mix
- Agarose and electrophoresis buffer
- Sterile consumables (tubes, suction heads, etc.)
Sustainable Practice:
- Comply with local collection regulations and limits
- Avoid rare and endangered species
- The collection volume does not exceed 1/3 of the community
- Record and report abnormal discovery
Data Sharing:
- Submit high-quality sequences to public databases
- Accurate labeling of collection information and identification
- Respect the knowledge and rights of the indigenous people
Accurate identification:
- No exaggeration of the importance of discovery
- Recognize the uncertainty of identification
- Seek peer verification difficult samples
- Correct erroneous data and identification
DNA barcodes are not about replacing traditional mycology, but about forming a strong synergy with them.The most reliable identification comes from multiple evidence integration:
Comprehensive Appraisal Agreement:
1. Field macro observation and recording
2. Micro feature verification
3. Ecological and distributed data assessment
4. DNA barcode confirmation
5. Assisted with chemical analysis if necessary
**Experts suggest: Even with the most advanced DNA technology, donβt ignore cultivating your morphological identification skills.The best mycologists are those who can seamlessly combine field observation experience with laboratory data.
Action items of the week:
1. Choose 3 common local mushrooms and take detailed photos
2. Create an account in iNaturalist and upload an observation
3. Study the DNA barcode project of the local fungi society
4. Order books on basic fungi molecular biology
Target for this month:
1. Participate in online or offline DNA barcode seminars
2. Establish a sample collection and preservation system
3. Contact the local university mycology research group
4. Prepare your home lab budget and plan
Vision of the Year:
1. Complete at least 50 native species DNA barcodes
2. Publish a report on scientific discoveries of citizens
3. Create a personal reference sequence library
4. Guide at least one person to learn DNA barcode technology
DNA barcode technology has been democratized for fungi identification, giving the capabilities once limited to professional laboratories to everyone who takes myology seriously.This technology is developing rapidly, with costs continuing to decline and accessibility increasing.Now is the perfect time to learn in depth and integrate DNA barcode into your mycology practice.
Remember, the goal is not to replace the pleasure of natural observation with technology, but to deepen our connection with the fungal kingdom, enhance our identification confidence, and contribute to the global fungal knowledge system.Every sample carefully collected, carefully recorded and accurately identified is a valuable contribution to science.