Detection of a non-indigenous marine macroalga (Acanthophora spicifera) with environmental DNA from surface seawater
Data files
Nov 03, 2025 version files 138.57 MB
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2Cq_data.csv
70.90 KB
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2OTU_table.csv
42.71 KB
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2qPCR_amplification_data.csv
1.93 MB
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2qPCR_melt_data.csv
4.11 MB
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2qPCR_metadata.csv
101.25 KB
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2sequence_data.zip
132.31 MB
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2sequence_metadata.csv
448 B
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2standards.csv
477 B
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README.md
2.18 KB
Abstract
Non-indigenous species (NIS) have far-reaching economic, ecological, and cultural impacts to native biota. Early detection of nuisance species is crucial for preventing their widespread establishment and conserving threatened ecosystems. Acanthophora spicifera is a red alga that has successfully colonized coral reefs around the globe, out-competing native flora and fauna, and is among the most common non-indigenous algae of shallow Hawaiian coral reefs. To assist early detection and eradication efforts of NIS, we developed a qPCR assay for the non-indigenous A. spicifera. Assay sensitivity and specificity was validated with species-specific primers targeting a 131 base-pair region of the ribulose-1,5-bisphosphate carboxylase/oxygenase large subunit (rbcL) gene. Using environmental DNA (eDNA) collected from surface seawater samples, we then estimated A. spicifera site occupancy across sites where its presence was visually confirmed, as well as a large number of sites where its presence is unknown. Through occupancy modeling of eDNA and opportunistic visual survey data, A. spicifera eDNA was estimated to be present at 17% of surveyed sites, including one in the remote Papahānaumokuākea Marine National Monument (PMNM), a world heritage site that is home to numerous endemic species. Thorough investigation of control samples, high-throughput sequencing data, and visual surveys suggests that the presence of A. spicifera eDNA within PMNM is associated with an emerging colonization front in the region. Our results indicate that the eDNA assay is sensitive to the presence of A. spicifera and is a cost-effective method for monitoring its distribution on impacted coral reefs.
Quantitative PCR (qPCR) data includes:
- qPCR metadata (2qPCR_metadata.csv) - Project metadata includes site IDs, date of sample collection, region, island, site depth (meters), Acanthophora spicifera presence from visual surveys, and GPS coordinates (Lat./Long.)
- quantification amplification results (2qPCR_amplification_data.csv) - raw qPCR data used to visualize amplification curves (cycle number, relative fluorescence units "value", detection threshold as calculated by the CFX96 and efficiency "E", as calculated using the CFX Manager software) merged with sample metadata
- melt curve derivative results (2qPCR_melt_data.csv) - raw qPCR data used in the melt curve analysis (cycle temperature C, negative first derivative of the melting-curve, -dF/dT "value", detection threshold as calculated by the CFX96 and efficiency "E", as calculated using the CFX Manager software) merged with sample metadata
- quantification Cq results (2Cq_data.csv) - raw qPCR detection data used for modeling of site occupancy (quantification cycle Cq, detection threshold as calculated by the CFX96, efficiency "E", as calculated using the CFX Manager software, efficiency-corrected eDNA starting quantities "SQ.E") merged with sample metadata
- standard curve data (2standards.csv) - Cq values from standards formatted for plotting standard curve for rbcL marker (quantification cycle Cq and expected starting quantities "SQ") using tenfold serial dilutions of synthetic DNA gBlocks for Acanthophora spicifera
High-throughput sequence data run on an Illumina MiSeq includes:
- raw sequence data (2sequence_data.zip)- Raw sequence data (fastq.gz) from environmental DNA of surface seawater samples highlighted in the study
- sequence metadata (2sequence_metadata.csv) - sample IDs, plate IDs, forward reads filename, reverse reads filename
- curated OTU table (2OTU_table.csv) - OTU table constructed using the methods outlined in the paper with annotations from NCBI blastn database search
Entries marked "NA" are absent.
