Abstract
Tall Waterhemp (Amaranthus tuberculatus) and Palmer Amaranth (Amaranthus palmeri) populations have developed multiple-herbicide resistance and impact the production of important crops, including corn, soybean and cotton. Morphological plasticity of these species, their persistence in the soil seed bank and their presence as contaminants during trade require efficient and sensitive methodologies to support their identification. Cas12 enzymes can be directed to a specific genomic region by a crRNA, cutting the DNA double strand and exhibiting collateral enzymatic activity on free-floating single-stranded DNA. This characteristic can be used to generate single-stranded oligonucleotide reporters bearing a fluorophore and a quencher, which will produce fluorescence when cut by Cas12. We designed CRISPR-Cas12 fluorescent assays to differentiate A. tuberculatus, A. palmeri and A. palmeri`s sister species (A. watsonii) from other Amaranthus species. Our assays for identifying the A. palmeri + A. watsonii clade and A. tuberculatus were 100% accurate when presented with blind samples of 14 Amaranthus species. Fluorescence could be detected using a blue light filter on a transilluminator within minutes. A preliminary recombinase amplification step to increase the limit of detection, and the Cas12 reaction, can be performed at room temperature and within an hour once DNA has been isolated.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-026-49454-7.
Keywords: CRISPR-Cas12, Amaranthus palmeri, Amaranthus tuberculatus, Weed seeds, Species identification
Subject terms: Biological techniques, Biotechnology, Molecular biology, Plant sciences
Introduction
Morphological identification of plants is key in taxonomy and biodiversity research, as well as in the regulatory context. In this latter case, noxious species need to be rapidly identified and distinguished from non-regulated close relatives. However, morphological identification requires a high level of taxonomical expertise, and even then, it might not be sufficient when full specimens of a plant are not available, or when different developmental stages of a plant do not provide enough morphological characters to achieve species resolution.
The Amaranthus genus, with over 70 species, contains many weedy and invasive species, some of which have devastating effects on crops in North America1–5, reducing yields over 90% in maize6 and in the range of 30 to 80% in soybean7. Additionally, many of these species present resistance to multiple herbicide modes of action2,5,8,9, mounting pressure on management strategies.
Species like A. palmeri and A. tuberculatus have been regulated in North America and are of particular concern with major trading partners. Contaminated grain that arrived in Japan from the United States resulted in the quick establishment of palmer amaranth-resistant populations10, and an import ban imposed by China on Canadian canola after reporting palmer amaranth as one of the contaminants, resulted in losses of over 2 billion dollars to the Canadian economy11. Beyond contamination of trade seed, the incidence of climate change and the strong phenotypic plasticity of these weedy amaranths1,12, result in a northward range expansion of these species, which will make detection and eradication even more difficult.
The presence of Amaranthus weed seeds in the soil seed bank can be assessed by collecting soil cores and growing the seeds for weeks or months to have a sense of the prevalence of these species. In the meantime, detection during trade is performed by seed analysts who try to detect a target weed species among thousands of other seeds. Therefore, more efficient methodologies need to be developed to increase the efficiency of identification of these noxious species.
An alternative to support morphological characterization is the development of molecular tests that are based on DNA fingerprints (DNA barcodes) that belong exclusively to each species. Standard DNA barcoding with regions that oscillate between 300 and 800 bp is a common practice for plant species identification. Once the genomic information of the DNA barcode identifying the species has been obtained, amplifying and Sanger sequencing the region can be used for species identification when unknown samples are received. This process can be done in one to two days in laboratories with standard molecular biology equipment, including a genetic analyzer for sequencing. However, the process of species identification can be further accelerated by taking the available genomic information to design a rapid diagnostic test.
CRISPR-Cas systems have revolutionized the way we do molecular biology. CRISPR-Cas has been used for mutating genes, validating their predicted functions, regulating expression levels, and correcting detrimental mutations causing disease13. In plants, these enzymatic engineered systems have been used to increase plant productivity, protection against biotic and abiotic stress, and prospects now exist to increase photosynthetic capacity, eliminating pests through gene drives and molecular detection of variants13.
New members of the Cas family are often discovered, bearing novel functions or combining known functions with new ones. One of such enzymes is Cas12a (previously known as Cpf1), which some years ago was shown to have indiscriminate collateral cleavage (trans) activity on single-stranded DNA (ssDNA) after binding and cleaving DNA target sites that are complementary to a CRISPR RNA (crRNA)14. The sensitivity and accuracy of this system were tested through the development of HOLMES (a one-HOur Low-cost Multipurpose highly Efficient System)15, a method where a ssDNA bound to a fluorescent probe and a quencher, produced fluorescence when collateral cleavage took place. A second methodology using Cas12a, called DETECTR (DNA Endonuclease-TargetEd CRISPR Trans Reporter), used the same premise, pairing the enzyme’s collateral activity with isothermal amplification to reach attomolar-scale detection of human papillomavirus16. HOLMES and DETECTR followed a previous similar implementation (SHERLOCK—Specific High-Sensitivity Enzymatic Reporter UnLOCKing) that uses Cas13a to target viral RNA (instead of DNA), but bears similar collateral activity17.
HOLMES and DETECTR, and variations of these methodologies, provide single-base resolution and can be used for molecular diagnostics. For example, traditional PCR and recombinase amplifications were combined with a CRISPR-Cas12a to detect as few as 200 copies of white spot syndrome virus targets from shrimp18. Reverse transcription-loop-mediated isothermal amplification (RT-LAMP) was combined with a CRISPR-Cas12 assay to detect SARS-CoV-2 both by a fluorescence assay and using a lateral flow strip19,20. In food safety, this system has been tested to monitor genetically modified organisms, food-borne pathogens and animal-derived ingredient detection in search of adulteration21. In the field of plants, Cas12 fluorescent reporter tests were generated for genetically modified soybean and rice22,23, and also to detect the rice pathogen Magnaporthe oryzae23, and Phytophthora ramorum, a forest pathogen known as the causal agent of sudden oak death24. Both fluorescent and strip assays have been designed to increase efficiency and sensitivity in detecting plant viruses. Lately, a Cas12 method was implemented both with fluorescence and as a lateral flow assay to detect the seed-borne parasitic nematode Aphelenchoides besseyi, which is the causal agent of rice white tip disease25.
Despite the multiple applications offered by this technology, CRISPR-Cas12-based detection has only been used once before in the identification of closely related plant species26. In the regulatory context, monitoring of imported commodities is crucial to prevent the introduction of noxious and invasive species into the country. Likewise, methodologies to rapidly and efficiently detect exports containing plant species that are regulated in other countries are essential to comply with trade regulations. Molecular diagnostics methodologies provide an efficient and sensitive avenue to support the detection of species of concern and distinguish them from closely related species, even when a full-grown plant specimen may not be available.
Here we used LbCas12a from Lachnospiraceae bacterium, in combination with a preliminary recombinase amplification step to distinguish plants from the Amaranthus genus, which contains species of regulatory concern (A. palmeri and A, tuberculatus). The combination of Recombinase Polymerase Amplification (RPA) with a CRISPR-LbCas12a reaction using a 5-nucleotide AT-rich fluorescent reporter results in sample detection under an hour, with reactions that can take place at room temperature and without the aid of any additional equipment.
Materials and methods
Plant material
Amaranthus spp. plant material for standardizing our CRISPR-Cas12 assays comprised 64 samples and 17 species obtained from collaborators at Agriculture and Agri-Food Canada, Harrow, ON, and from the Germplasm Resource Information Centre (GRIN-Global), which is part of the U.S. National Plant Germplasm System. Sixty-three samples were obtained as seed, and a single sample was from the Genotyping and Botany private herbarium at the Canadian Food Inspection Agency (CFIA) (Supplementary Table 1).
Blind Amaranthus spp. samples were provided by Dr. Ruojing Wang (Seed Science and Technology Section at the CFIA, Saskatoon, SK), Dr. Sandra Flores-Mejia (CEROM, Saint‑Mathieu‑de‑Beloeil, QC) and Dr. Marie-Claude Gagnon (Genotyping and Botany Lab at the CFIA, Ottawa, ON). These blind samples corresponded to 63 tubes with 63 individual seeds (Saskatoon), 20 tubes with 20 individual seeds (Saint‑Mathieu‑de‑Beloeil) and 35 tubes with individual seeds/other plant tissue (Ottawa).
Seeds provided by AAFC (Harrow—Supplementary Table 1) were morphologically identified by a former Weed Ecology Scientist at AAFC Harrow (Dr. Susan Weaver). Seeds from A. powellii, A. retroflexus, A. albus, A. blitoides and A. hybridus were collected in Harrow, A. rudis from Cottam/Essex County, and A. spinosus was collected in an unspecified location from southern Ontario. Material coming from the U.S. National Plant Germplasm System was identified by David Brenner (Plant Germplasm Curator) and Donald Pratt (support Graduate student from Iowa State University) and can be queried through the GRIN portal (https://npgsweb.ars-grin.gov/gringlobal/search) using the IDs from Supplementary Table 1. All accessions can be ordered as seed for research purposes, and were obtained through CFIA import permits. Accessions AMES 5152, AMES 5303, PI658730, PI690570, PI632236, PI633586, PI633587, PI633593, AMES 5328, AMES 5150 have corresponding herbarium vouchers from the National Arboretum, in Washington D.C. Blind samples from the Seed Science and Technology Section at the CFIA, were identified by Jennifer Neudorf (CFIA Technologist), and belong to the private Canadian National Seed Herbarium. Blind sample seeds provided by CEROM were collected across Quebec with the exception of samples 71 and 73 (see Table 2 below), which were provided to CEROM by Professor Muthukumar V Bagavathiannan (Texas A&M), and sample 75 which was provided by Dr. Peter Sikkema (University of Guelph). Original identification of CEROM samples was performed by staff at CEROM and using a molecular test provided by the Laboratoire d’Expertise et de Diagnostic en Phytoprotection (LEDP). Blind samples provided by CFIA’s Genotyping and Botany lab were identified by Andreanne Charron, Adèle Julien and Alexandre Blain, who worked as botanists at different times for the lab. Samples 84, 85, 86, 87, 94, 95, 99, 101, 103, 105 and 107 (Table 2, below) have corresponding vouchers from the private CFIA GenoBot Herbarium.
Table 2.
Identification of blind samples using CRISPR-Cas12 assays in A. palmeri, A. watsonii and A. tuberculatus.
| Sourcea | Sample | Apal+ Awatb | Awatc | Atubd | CRISPR-Cas12 identification | Source identificatione |
|---|---|---|---|---|---|---|
| CFIA-SSST | 1* | Amaranthus spp. | A. tuberculatus atypical | |||
| CFIA-SSST | 2 | Amaranthus spp. | A. powellii subsp. bouchonii | |||
| CFIA-SSST | 3 | Amaranthus spp. | A. powellii subsp. bouchonii | |||
| CFIA-SSST | 4 | Amaranthus spp. | A. californicus | |||
| CFIA-SSST | 5 | Amaranthus spp. | A. albus | |||
| CFIA-SSST | 6 | Amaranthus spp. | A. tricolor | |||
| CFIA-SSST | 7 | x | A. palmeri | A. palmeri atypical | ||
| CFIA-SSST | 8 | Amaranthus spp. | A. hybridus | |||
| CFIA-SSST | 9 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-SSST | 10 | Amaranthus spp. | A. tricolor | |||
| CFIA-SSST | 11 | x | A. tuberculatus | A. tuberculatus atypical | ||
| CFIA-SSST | 12 | x | A. palmeri | A. palmeri atypical | ||
| CFIA-SSST | 13 | x | A. palmeri | A. palmeri | ||
| CFIA-SSST | 14 | Amaranthus spp. | A. cruentus | |||
| CFIA-SSST | 15 | Amaranthus spp. | A. caudatus | |||
| CFIA-SSST | 16 | Amaranthus spp. | A. retroflexus | |||
| CFIA-SSST | 17 | Amaranthus spp. | A. spinosus | |||
| CFIA-SSST | 18 | Amaranthus spp. | A. powellii subsp. powellii | |||
| CFIA-SSST | 19 | Amaranthus spp. | A. spinosus | |||
| CFIA-SSST | 20 | Amaranthus spp. | A. retroflexus | |||
| CFIA-SSST | 21 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-SSST | 22 | Amaranthus spp. | A. albus atypical | |||
| CFIA-SSST | 23 | Amaranthus spp. | A. arenicola | |||
| CFIA-SSST | 24 | x | A. palmeri | A. palmeri | ||
| CFIA-SSST | 25 | x | A. tuberculatus | A. tuberculatus atypical | ||
| CFIA-SSST | 26 | Amaranthus spp. | A. cruentus | |||
| CFIA-SSST | 27 | Amaranthus spp. | A. hybridus | |||
| CFIA-SSST | 28 | Amaranthus spp. | A. powellii subsp. bouchonii | |||
| CFIA-SSST | 29 | Amaranthus spp. | A. arenicola | |||
| CFIA-SSST | 30 | Amaranthus spp. | A. albus atypical | |||
| CFIA-SSST | 31 | Amaranthus spp. | A. sp. (cf. powellii) | |||
| CFIA-SSST | 32 | Amaranthus spp. | A. retroflexus | |||
| CFIA-SSST | 33 | x | A. palmeri | A. palmeri | ||
| CFIA-SSST | 34 | Amaranthus spp. | A. caudatus | |||
| CFIA-SSST | 35 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-SSST | 36 | x | A. palmeri | A. palmeri atypical | ||
| CFIA-SSST | 37 | Amaranthus spp. | A. sp. (cf. powellii) | |||
| CFIA-SSST | 38 | Amaranthus spp. | A. sp. (cf. cruentus) | |||
| CFIA-SSST | 39 | Amaranthus spp. | A. albus | |||
| CFIA-SSST | 40 | Amaranthus spp. | A. retroflexus | |||
| CFIA-SSST | 41 | Amaranthus spp. | A. retroflexus atypical | |||
| CFIA-SSST | 42 | Amaranthus spp. | A. hybridus | |||
| CFIA-SSST | 43 | x | A. palmeri | A. palmeri | ||
| CFIA-SSST | 44 | Amaranthus spp. | A. albus atypical | |||
| CFIA-SSST | 45 | Amaranthus spp. | A. powellii subsp. powellii | |||
| CFIA-SSST | 46 | x | A. palmeri | A. palmeri | ||
| CFIA-SSST | 47 | Amaranthus spp. | A. retroflexus | |||
| CFIA-SSST | 48 | Amaranthus spp. | A. albus | |||
| CFIA-SSST | 49 | Amaranthus spp. | A. sp. (cf. powellii) | |||
| CFIA-SSST | 50 | Amaranthus spp. | A. retroflexus | |||
| CFIA-SSST | 51 | Amaranthus spp. | A. retroflexus atypical | |||
| CFIA-SSST | 52 | Amaranthus spp. | A. tricolor | |||
| CFIA-SSST | 53 | Amaranthus spp. | A. cruentus | |||
| CFIA-SSST | 54 | Amaranthus spp. | A. arenicola | |||
| CFIA-SSST | 55 | Amaranthus spp. | A. californicus | |||
| CFIA-SSST | 56 | Amaranthus spp. | A. retroflexus atypical | |||
| CFIA-SSST | 57* | x | x | A. watsonii | A. palmeri atypical | |
| CFIA-SSST | 58 | Amaranthus spp. | A. spinosus | |||
| CFIA-SSST | 59 | Amaranthus spp. | A. sp. (cf. cruentus) | |||
| CFIA-SSST | 60 | Amaranthus spp. | A. caudatus | |||
| CFIA-SSST | 61 | Amaranthus spp. | A. powellii subsp. powellii | |||
| CFIA-SSST | 62 | Amaranthus spp. | A. sp. (cf. cruentus) | |||
| CFIA-SSST | 63 | Amaranthus spp. | A. californicus | |||
| CEROM | 64 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 65 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 66 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 67 | Amaranthus spp. | Hybrid A. powelli X A. retroflexus | |||
| CEROM | 68 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 69 | Amaranthus spp. | A. powelli | |||
| CEROM | 70 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 71 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 72 | Amaranthus spp. | A. retroflexus | |||
| CEROM | 73 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 74 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 75 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 76 | Amaranthus spp. | Hybrid A. powelli X A. retroflexus | |||
| CEROM | 77 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 78 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 79 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 80 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 81 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 82 | x | A. tuberculatus | A. tuberculatus | ||
| CEROM | 83 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 84 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 85 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 86 | Amaranthus spp. | A. powellii | |||
| CFIA-GB | 87 | Amaranthus spp. | A. hybridus | |||
| CFIA-GB | 88 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 89 | x | A. palmeri | A. palmeri | ||
| CFIA-GB | 90 | x | x | A. watsonii | A. watsonii | |
| CFIA-GB | 91 | Amaranthus spp. | A. cruentus | |||
| CFIA-GB | 92 | x | x | A. watsonii | A. palmeri or A. watsonii | |
| CFIA-GB | 93 | x | A. palmeri | A. palmeri | ||
| CFIA-GB | 94 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 95 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 96 | Amaranthus spp. | A. tricolor | |||
| CFIA-GB | 97 | Amaranthus spp. | A. caudatus | |||
| CFIA-GB | 98* | x | x | A. palmeri or A. watsonii | A. palmeri | |
| CFIA-GB | 99 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 100 | x | A. palmeri | A. palmeri or A. watsonii | ||
| CFIA-GB | 101 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 102 | x | A. palmeri | A. palmeri | ||
| CFIA-GB | 103 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 104 | Amaranthus spp. | A. hypochondriacus | |||
| CFIA-GB | 105 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 106 | x | A. palmeri | A. palmeri | ||
| CFIA-GB | 107 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 108 | x | A. palmeri | A. palmeri | ||
| CFIA-GB | 109 | Amaranthus spp. | A. tricolor | |||
| CFIA-GB | 110 | Amaranthus spp. | A. powellii | |||
| CFIA-GB | 111 | Amaranthus spp. | A. tricolor | |||
| CFIA-GB | 112 | Amaranthus spp. | A. retroflexus | |||
| CFIA-GB | 113 | Amaranthus spp. | A. powellii | |||
| CFIA-GB | 114 | x | Amaranthus spp. | A. tuberculatus | ||
| CFIA-GB | 115 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 116 | x | A. tuberculatus | A. tuberculatus | ||
| CFIA-GB | 117 | Amaranthus spp. | A. powellii | |||
| CFIA-GB | 118 | x | x | A. watsonii | A. watsonii |
aCFIA-SSST, Canadian Food Inspection Agency Saskatoon Seed Science and Technology unit; CEROM, Centre de recherche sur les grains; CFIA-GB, Canadian Food Inspection Agency Genotyping and Botany diagnostics lab.
bA. palmeri + A. watsonii-specific CRISPR-Cas12 assay. An x designates a positive test.
cA. watsonii CRISPR-Cas12 assay performed on samples giving a positive result on Apal+Awat assay. An x designates a positive test.
dA. tuberculatus-specific CRISPR-Cas12 assay. An x designates a positive test.
eSamples marked as ‘atypical’ correspond to seeds that are less mature or outside the range of variation for typical seeds and would result in uncertain morphological identification.
*Samples were CRISPR-Cas12 test does not correspond 100% to previous morphological characterization.
DNA extraction and quantification
For assay development, five to 10 seeds of each one of the accessions tested were homogenized in tissue disruption tubes (containing ballcone-shaped beads) using the TissueLyzer II, run at 24 Hz for 2 min, followed by a centrifugation step at 12,000 x g for 2 min. DNA was then extracted using the DNeasy Plant Pro kit (Qiagen) with the manufacturer’s recommendations. Extracted DNA was quantified using the Quibit 1X dsDNA HS assay kit (Thermo Fisher Scientific). Blind samples were extracted using the same protocol above, but for individualized seeds.
CRISPR-LbCas12a assay design
CRISPR RNAs (crRNAs) target regions were selected after aligning full chloroplast genomes of 28 Amaranthus samples corresponding to 15 different species. These full chloroplast assemblies were produced in our lab and will be shared in an upcoming publication discussing DNA barcoding in Amaranthus species. Additional non-redundant chloroplast genomes previously used for a comparative analysis of dioecious Amaranthus27, were added to the alignment to further validate the specificity of the crRNA target regions.
Geneious Prime (v 2022.0.2) was used for aligning assembled chloroplast genomes using MAFFT with a 200 PAM matrix, k = 2, gap penalty of 1.53 and an offset value of 0.123. CRISPR-Cas12 (Cpf1) target sites were also predicted using Geneious, using TTTN as the protospacer adjacent motif (PAM) and a length of 21 nucleotides for the crRNA target region. Alignments were scanned visually to find species-specific polymorphic regions that overlapped the predicted crRNA target regions. A region corresponding to the atpF gene with polymorphisms that were specific only to A. palmeri + A. watsonii (Fig. 1), was bound to a stem loop to generate the first crRNA (Apal+Awat_crRNA: UA AUU UCU ACU CUU GUA GAU AUA CUU UAU UUA AUA CUU AAA)—the stem loop that is common to all crRNA is italicized.
Fig. 1.
Alignment of a section in the chloroplast genome (atpF gene) selected to design an A. palmeri + A. watsonii-specific crRNA (boxed). The crRNA is in the complementary strand and starts with a PAM sequence needed for Cas 12 binding (TTTV). The alignment includes 28 chloroplast genomes previously assembled in our laboratory, plus genomes used in a previous study27. According to multiple molecular analyses from our lab and phenotyping of grown seeds from accession PI 604557 obtained from GRIN-USDA, this accession is likely A. watsonii or a hybrid population and not A. palmeri. This accession has since been retired from the GRIN germplasm system and re-classified as a mix or hybrid of these two sister species (https://npgsweb.ars-grin.gov/gringlobal/search).
To distinguish A. palmeri from A. watsonii, we aligned the accessions corresponding to these two species and found a suitable polymorphic region for crRNA design in the intergenic region between trnS-GAA and rps4 (Apal_vs_Awat_crRNA: UA AUU UCU ACU CUU GUA GAU UUC GAU UUC GAA UUG CUG UGG) (Supplementary Fig. 1). To distinguish A. tuberculatus from other Amaranthus species, we used an intergenic region between trnG-GCC and trnFm-CAU (Supplementary Fig. 2). This crRNA was designated as Atub_crRNA-2 (UA AUU UCU ACU CUU GUA GAU UCU UAU AGU AAA UAA AAU UAC).
Recombinase polymerase amplification (RPA)
For isothermal amplification of the target regions, we designed RPA primers for the three assays that would amplify all available Amaranthus species. RPA primers were designed based on recommendations outlined for the TwistAmp DNA Amplification Kit used (https://www.twistdx.co.uk/support/rpa-assay-design/). For the A. palmeri + A. watsonni-specific assay, we used RPA fw primer: CACTAATCAAGACTAGAATATTTGGAGGACTCTTC, and RPA rv primer: TAAATGCCAAAGGCTGAGTCGACGACCTAC. Recombinase primers to amplify the region to distinguish A. palmeri from A.watsonii were: RPA fw primer: TCTGAGTCATAATCAGTGTGTAGGAGAGAT, and RPA rv primer: TCCCATCGTGAACTTTCCTATTGATGTATCATAA. Finally, to amplify the region encompassing the binding site of the A. tuberculatus-specific crRNA, we designed RPA fw primer: GGTAAAATTTCTCTTTGCCAAGGAGAAGAC, and RPA rv primer: ACGGGTTCAAATCCTGTCTCCGCAAAATTT.
We used the TwistAmp Liquid Basic Kit (TwistDx) for recombinase-mediated amplification. RPA reactions were done in 50 µL following the manufacturer’s recommendations. Briefly, a pre-mastermix containing 25 µL of 2X reaction buffer, 0.9 µL of 10 mM dNTPs, 8.3 µL of water, 5 µL of 10x basic E-mix and 2.4 µL of each primer at 10 µM was vortexed and spun. Then 2.5 µL of the 20x core reaction mix was added to the tube lids, and then the tubes were closed and the solution mixed by inversion 10 times, followed by a brief spin. The 46.5 µL were then added to a 0.2 mL PCR tube, and 2.5 µL of 280 MgOAc and 1 µL of DNA (15 ng) were added to the lids but kept separate. After carefully closing the lids, the mixtures were spun and mixed six times by inversion. The tubes were spun down briefly, and the reactions were incubated at room temperature (~ 22 °C) for 20 min. For visualization by agarose gel electrophoresis, EDTA was added to each sample at a final concentration of 20mM and samples were incubated for 5 min before loading onto a 1.5% agarose gel.
CRISPR-LbCas12a reaction
For the 50 µL LbCas12a-mediated reaction, 2 µL of the RPA amplification reaction (without purification) were mixed with 100 nM of LbCas12a (Integrated DNA Technologies), 100 nM of crRNA (Integrated DNA Technologies) and 1x NEB buffer 2.1 (New England Biolabs). The solution was spun for 10 s and incubated at room temperature for 25 min. Then we added 15 ng of the activator (amplified target DNA region), and 1 µM of the TA-rich oligo reporter (single-strand DNA or ssDNA)28 containing a FAM fluorophore and an IowaBlack quencher (/56-FAM/TT ATT /3IABkFQ/). Finally, 28 µL of water were added to the LbCas12a-crRNA ribonucleoprotein complex. The tubes with the mix of the enzymatic complex and targets were left at room temperature (~ 22 °C), and a picture was captured under a Gel Doc EZ Imager (Bio-Rad) every 5 min for an hour under a blue light filter (470 nm wavelength).
Quantification of fluorescence
To test if visible qualitative changes represented a significant quantitative change in fluorescence, we tested our validated 64-sample set with the Apal+Awat_crRNA in triplicate, and quantified the level of fluorescence using a QuantStudio5 (Life Technologies—ThermoFisher Scientific). All conditions for recombinase amplification and CRISPR-Cas12 reaction were as described above, and fluorescent values were captured every 5 min for an hour. The QuantStudio qPCR was set to genotyping, and the cycling conditions included 60 cycles of 30 s at 37 °C, with fluorescence captured at each cycle, followed by 1 cycle of 2 min at 98 °C.
Triplicate technical replicates of raw fluorescent values were averaged and log10-transformed to be used on an R-script to test normality and homogeneity of variance, and then perform analysis of variance and post-hoc multiple comparisons (Supplementary Data 1).
Blind sample testing
Blind samples were obtained from three different sources. Dr. Ruojing Wang from the CFIA Saskatoon Seed Science and Technology (SSST) lab provided 63 individual seed samples; Dr. Sandra Flores-Mejia (Centre de Recherche sur les Grains—CÉROM) provided 20 individual seeds; and Dr. Marie-Claude Gagnon (CFIA Genotyping and Botany Lab) provided 35 samples. DNA was extracted individually from each seed/tissue sample, and the DNA was used for all three CRISPR-Cas12 tests as described above.
Limit of detection assay
To establish the limit of detection of our assay, we performed five DNA serial 1:10 dilutions, starting with 15 ng of DNA (standard amount of all experiments), in two accessions of A. palmeri and two accessions of A. tuberculatus. The target regions from the initial DNA sample (15 ng) and the six dilutions were recombinase-amplified and tested with our CRISPR-Cas12 species-specific assays as described above. A negative control of an A. tuberculatus or an A. palmeri sample was included for the A. palmeri + A. watsonii or the A. tuberculatus-specific assay, respectively.
Results
Assay validation
Full chloroplast genomes from 28 Amaranthus accessions corresponding to 15 species were previously assembled at our lab and used to identify potential polymorphic regions that could be targeted with a crRNA-Cas12 complex. Our assemblies were aligned with previously reported genomes27 to further support the specificity of the designed crRNA across a wider number of species and accessions within the genus. We selected a region within the chloroplast atpF gene showing polymorphism between the A. palmeri accessions (+ A. watsonii, the sister species of A. palmeri) and the rest of the species assembled (Fig. 1).
An RPA-mediated pre-amplification step on the target region containing the polymorphic region was performed for DNA extracted from 64 samples corresponding to 17 Amaranthus species, with multiple accessions tested (when available) for most of the species. The amplification products were mixed with LbCas12a, the crRNA, and a 5mer reporter containing a FAM fluorophore along with an IowaBlack quencher. A diagram of the experiment workflow is shown in Fig. 2.
Fig. 2.
Diagram depicting the pipeline of sample processing to test for the presence of target sequences using Cas12 collateral activity. DNA is extracted from individual seeds or other tissues in Amaranthus plants, followed by amplification of the target region expected to bear the polymorphisms to distinguish different species. The amplified region is then mixed with the LbCas12 enzyme, the species-specific guide RNA (crRNA), and a small ssDNA probe with a fluorophore and quencher. If the crRNA-Cas12 complex finds the complementary DNA sequence, the collateral activity of the Cas12 enzyme will cut the ssDNA probe, releasing the fluorophore from the proximity of the quencher, resulting in a fluorescent signal. Created in BioRender. Galindo, L. (2026) https://BioRender.com/swg6xu3.
Reactions left at room temperature were photographed every 5 min for 60 min. Differences in fluorescence between samples having the target sequence and samples containing polymorphisms started around 5 min and became more evident after 15 min of reaction (Supplementary Figs. 3 and 4). After 60 min of the reaction, a clear difference could be seen, where only the expected samples corresponding to A. palmeri and A. watsonii produced a strong fluorescent signal (Fig. 3).
Fig. 3.

A. palmeri + A. watsonii-specific CRISPR-LbCas12a fluorescence assay. Sixty-four Amaranthus samples were preamplified using recombinase and then individually mixed with LbCas12a, the Apal+Awat_crRNA, and a quenched fluorescent reporter. After 60 min of Cas12 reaction only the expected A. palmeri/A. watsonni samples showed fluorescence. Numbers correspond to samples of: A. albus (1–4), A. arenicola (5–9), A. blitum (10–13), A. blitoides (14–17), A. californicus (18), A. caudatus (19–22), A. hybridus (23–26), A. hypochondriacus (27–31), A. palmeri (32–38), A. powelii (39–43), A. retroflexus (44–47), A. rudis (48), A. spinosus (49–52), A. tricolor (53), A. tuberculatus (54–60), A. viridis (61–63), A. watsonii (64).
Quantification of fluorescence
Raw fluorescence values were obtained for 3 replicates of the 64 samples depicted in Fig. 3, after 60 min (Supplementary data 2). Three technical replicates per sample were averaged and log10-transformed, and an R-script was used for statistical analyses of the data (Supplementary Data 1). Only species where we had at least three accessions (13 species and the negative control) were used for subsequent analyses. The test for normality showed the residuals of the factors (species) were normal (Shapiro-Wilk test—p-value = 0.2761), but the variances were not homogeneous (Levene’s test—p value = 0.02693). We therefore decided to perform a Welch ANOVA, which is better suited for non-homogeneous variances and different replicate number among factors, since we had different number of accessions (biological replicates) between the species. Analysis of variance showed there was a significant difference in the fluorescence values between at least two of the species (Welch ANOVA—p-value < 2.2e−16), while Games-Howell post-hoc tests (Table 1) showed that the A. palmeri had significantly larger fluorescence than all other species and the negative controls, confirming the visual qualitative results.
Table 1.
Games-Howell post-hoc multiple comparisons of log-10 transformed fluorescence values. Aalb (A. albus), Aare (A. arenicola), Abli (A. blitum), Ablit (A. blitoides), Acau (A. caudatus), Ahyb (A. hybridus), Ahyp (A. hypochondriacus), Apal (A. palmeri), Apow (A. powelii), Aret (A. retroflexus), Aspi (A. spinosus), Atub (A tuberculatus), Avir (A. viridis ), neg (negative controls). n, replicate number; Mean, mean of the log10-flourescence values; SD, Standard Deviation; GH-grouping, letters corresponding to statistically significant groupings from Games-Howell post-hoc test (p < 0.05). The Apal row is bolded to highlight its significantly higher mean fluorescence, as supported by the Games-Howell tests (letter “c”).
| Species | n | Mean | SD | GH-grouping |
|---|---|---|---|---|
| Aalb | 4 | 4.0969 | 0.0428 | a |
| Aare | 5 | 3.6652 | 0.1841 | ab |
| Abli | 4 | 3.8517 | 0.2481 | ab |
| Ablit | 4 | 3.6993 | 0.0770 | b |
| Acau | 4 | 3.7928 | 0.1014 | ab |
| Ahyb | 4 | 3.8594 | 0.2545 | ab |
| Ahyp | 5 | 3.8948 | 0.0764 | b |
| Apal | 7 | 5.4734 | 0.0444 | c |
| Apow | 5 | 3.7774 | 0.2670 | ab |
| Aret | 4 | 3.9098 | 0.1210 | ab |
| Aspi | 4 | 4.3717 | 0.2917 | ab |
| Atub | 7 | 3.7321 | 0.1413 | b |
| Avir | 3 | 3.7892 | 0.0753 | ab |
| neg | 3 | -3.6096 | 0.0410 | d |
Distinction between A. palmeri and A. watsonii
The distinction between A. palmeri and A. watsonii based on an indel located between genes trnS-GAA and rps4 was visualized by aligning six A. palmeri accessions and two A. watsonii accessions (one of these two was obtained from the USDA germplasm bank as A. palmeri – PI 604557, but later shown to present all genomic features of A. watsonii). This assay distinguishes A. watsonii only after samples have been pre-selected with the A. palmeri + A. watsonii assay. Figure 4 shows that only two tubes exhibited fluorescence. Tube no.1 belongs to A. watsonni accession PI 633,593, while tube No.2 corresponds to an accession initially catalogued as A. palmeri (PI 604557), which has shown chloroplast and nuclear polymorphisms typical of A. watsonii by experiments in our lab.
Fig. 4.

A. watsonii-specific CRISPR-LbCas12a 60-minute fluorescence assay. Eight accessions characterized as either A. palmeri or A. watsonii samples were pre-amplified using recombinase and then individually mixed with LbCas12a, the Apal_vs_Awat_crRNA and a quenched fluorescent reporter. A. watsonii samples (1–2) showed fluorescence. 3–8 = A. palmeri accessions, N1 = no amplicon, N2 = no amplicon or enzyme, N3= wáter.
Identification of A. tuberculatus
In the case of the A. tuberculatus-specific assay, only the samples catalogued as A. tuberculatus showed fluorescence after 60 min of incubation of the CRISPR-Cas12 reaction (Fig. 5), while samples from the remaining accessions corresponding to other species did not show a fluorescent signal.
Fig. 5.

A. tuberculatus-specific CRISPR-LbCas12a fluorescence assay. Sixty-four Amaranthus samples were preamplified using recombinase and then individually mixed with LbCas12a, the Atub_crRNA and a quenched fluorescent reporter. After 60 min of Cas12 reaction only the expected A. tuberculatus samples showed fluorescence. Numbers correspond to samples of: A. albus (1–4), A. arenicola (5–9), A. blitum (10–13), A. blitoides (14–17), A. californicus (18), A. caudatus (19–22), A. hybridus (23–26), A. hypochondriacus (27–31), A. palmeri (32–38), A. powelii (39–43), A. retroflexus (44–47), A. rudis (48), A. spinosus (49–52), A. tricolor (53), A. tuberculatus (54–60), A. viridis (61–63), A. watsonii (64), negative control (65–67).
Blind sample testing
Blind sample testing was performed for 63 seed samples from the CFIA SSST, 20 samples from CEROM and 35 samples provided by our Genotyping Botany lab at CFIA in Fallowfield (Ottawa). Our three assays were run in all samples (118 in total) to distinguish three target species (A. palmeri, A. watsonii and A. tuberculatus) from the rest of the Amaranthus species samples available at our lab. Supplementary Fig. 5 shows the results after 60 min of initiating the reaction for CFIA SSST blind samples tested with the A. palmeri + A. watsonii-specific crRNA. A total of nine of the blind samples showed unequivocal fluorescence, indicating they corresponded to one of the two species of the assay (Supplementary Fig. 5). Further testing with the A. watsonii-specific test determined that one of these nine samples bound the A. watsonii-specific crRNA, which was not in agreement with the morphological identification performed in the Saskatoon lab (sample 57—Table 2). A re-run of the 63 samples with the A. tuberculatus-specific CRISPR-Cas12 test showed our assay was able to correctly match all 5 blind samples coming from CFIA-SSST (Table 2). Furthermore, out of the 118 blind samples tested, we only missed unequivocal identification in two samples: sample 57 (see above) and sample 98, which our assays could not unequivocally confirm as either A. palmeri or A. watsonii (Table 2).
Limit of detection
Five serial 1:10 dilutions were performed for two A. palmeri accessions and two A. tuberculatus accessions to determine the limit of detection of the assays. Fifteen nanograms were used as the starting amount since this was the optimal amount for all previous experiments. Fluorescence could be detected visually for the two A. palmeri accessions and the three replicates per accession up to 0.15pg when using the A.palmeri + A. watsonii-specific assay, while the limit of detection was weaker (0.15ng) when using the A. tuberculatus-specific assay (Fig. 6).
Fig. 6.

Limit of detection assay. (A) A recombinase reaction was performed to amplify the target region containing complementary to an A. palmeri + A. watsonii-specific crRNA. Five 1:10 DNA serial dilutions were used for the amplification of the first A. palmeri sample (Supplementary Table 1—PI633586): 1 = 15ng, 2 = 1.5ng, 3 = 0.15ng, 4 = 15pg, 5 = 1.5pg, 6 = 0.15pg, and a two controls were added: 7 = 15ng of A. tuberculatus (Supplementary Table 1—PI603881), and 8 = negative control without DNA. Three technical replicates were performed per run. The experiment was repeated with different (A) palmeri accession (Supplementary Table 1—PI549158) plus the same controls (tubes 9–16). Fluorescence was detected 60 min after the reaction was initiated. (B) A recombinase reaction was performed to amplify the target region containing complementary to an A. tuberculatus-specific crRNA. Five 1:10 DNA serial dilutions were used for the amplification of the first A. tuberculatus sample (Supplementary File B—PI603881): 1 = 15ng, 2 = 1.5ng, 3 = 0.15ng, 4 = 15pg, 5 = 1.5pg, 6 = 0.15pg, and a two controls were added: 7 = 15ng of an A. palmeri (Supplementary Table 1—PI633586), and 8 = negative control without DNA. Three technical replicates were performed per run. The experiment was repeated with different A. tuberculatus accession (Supplementary Table 1- PI607453) plus the respective controls (tubes 9–16). Fluorescence was detected 60 min after the reaction was initiated.
Discussion
Being able to detect and correctly identify noxious weed seeds during trade and in the soil seed bank is important to guarantee the continuity of exports and imports, and the stability of crop production. In Canada, A. tuberculatus is federally regulated as a primary noxious weed seed29, while A. palmeri is not regulated. However, these plants present multiple herbicide resistance and have impacted major crops in the US like cotton, soybean and corn3. Previous studies have shown the establishment of A. palmeri populations in Japan due to imports from the US10. The active trade of Canada with the US, plus an expected range expansion of these species due to climate change1,30 are concerning for Canadian farmers and the national economy.
An increasing incorporation of novel molecular technologies that can support traditional morphological assessment for detection and identification of noxious plants is necessary to achieve an improved and streamlined process of trade. While lab-certified PCR-based technologies are now in use in laboratories around the world, improvements in efficiency, accuracy, sensitivity, and field-deployability would be desired. Both testing laboratories and farmers could benefit from technologies that can provide rapid identification of noxious weed seeds. CRISPR-Cas12 assays can be standardized with little, or no lab equipment needs, present high sensitivity, and can be completed in short time frames. This allows the technology to be transferred for testing even in the absence of molecular biology facilities.
CRISPR-Cas12 systems are starting to be used in the detection of plant pathogens, where genomic resources are plentiful to find distinct regions for targeted species23–25,31,32. This technology can be used for plant identification where genomic resources provide enough resolution among closely related species. In the current study with Amaranthus, examination of traditional plant DNA barcoding regions (e.g., rbcL, matK, trnL) did not show enough resolution to differentiate all the Amaranthus species tested. We therefore used chloroplast assemblies completed at our lab, to find regions that would provide enough polymorphisms to differentiate our target species from closely related members of the genus. Several regions that presented distinct polymorphisms were found for each of our target species, and at least two crRNAs were preliminarily tested for each target species, before selecting the crRNAs used in this study.
Additionally, in trying to optimize reagent concentration, we applied the premise from a CRISPR-Cas12 assay developed for detection of Phytophthora ramorum (the causal agent of sudden oak death)24. The P. ramorum study tested an array of crRNA and ssDNA reporter concentrations (40nM to 10µM) to determine the optimal values to get maximum signal. On preliminary assays we tested concentrations ranging from 50nM to 100nM for our crRNAs, and from 50nM to 1000nM for our ssDNA reporter, which resulted in optimal final concentrations of 100nM for crRNA and 100nM for the reporter. One thing to highlight is that we decided to use these concentrations for our three assays to provide a standard method for the detection of the three species. However, we note that it should be possible to try different concentrations to increase the fluorescent signal we obtained with our A. tuberculatus-specific test (Fig. 5). Moreover, a preliminary test performed for detection of A. tuberculatus provided a stronger visual signal on the testing panel (Supplementary Fig. 6A) but failed to detect two A. tuberculatus blind samples (Supplementary Fig. 6B) and therefore was not further implemented in the current study. Sequencing of the false negative A. tuberculatus samples revealed a mutation on the crRNA binding site (Supplementary Fig. 6C) supporting why this test was not effective. Further, potential modifications to increase the fluorescent signal when standardizing a CRISPR-Cas12 detection include: changes in the reaction buffer, additives (e.g., PEG, BSA), and 3’ and 5’ crRNA extensions33. We are planning to test these modifications in future studies.
To our knowledge, the only other report of CRISPR-Cas12 technology used to distinguish morphologically similar plants was done in the genus Phyllantus, a group of herbal plants used in commercialized products26. The CRISPR-Cas12 assay in Phyllanthus used only three additional species (P. urinaria, P. debilis, P. virgatus) to assess the specificity of the assay to their target species (P. amarus). From these three additional species, only P. debilis is relatively close to P. amarus within the genus34,35. This could result in cross-reactivity and false positives if species that are more closely related to P. amarus were to be tested. Our CRISPR-Cas12 assays initially used 28 accessions corresponding to 15 species to validate the accuracy of the test and anticipate potential cross-reactivity of the test with closely related species of the Amaranthus genus. While the Phyllanthus assay showed similar sensitivity in its limit of detection to our A. palmeri + A. watsonii CRISPR-Cas12 test (0.8pg vs. 0.15pg, respectively), the accuracy of our assays seems superior. The Phyllanthus assay highlighted 90% accuracy to detect P. amarus in 20 blind samples, with two P. reticulatus showing as false positives (Fig. 4 in reference: 26); this latter species does not seem to be closely related to P. amarus35,36. In the meantime, our CRISPR-Cas12 assay for A. palmeri + A. watsonii and for A. tuberculatus were 100% accurate with no false positives when testing 118 blind samples (Table 2); and our serial A. watsonii test performed after our A. palmeri + A. watsonii assay only failed to correctly classify a sample as definitely A. watsonii in 2 out of 19 samples pre-classified as either A. palmeri or A. watsonii. All our tests presented multiple species from the same clade and were able to distinguish our three target species from their respective closest related species. We base this conclusion on the most complete reported phylogeny of the genus4. In terms of the time needed to complete our assay, we established 1 h as the time to check the results from our three tests, but depending on the test, a clear distinction of positive tests can be established as quickly as 5 min in the case of the A. watsonii-specific assay (Fig. 4). The CRISPR-Cas12 established for Phyllantus used two hours for their detection26, while other CRISPR-Cas tests for detection of GMO genes have used close to 30 min as their standard time for detection23.
In plants, CRISPR-Cas12 has also been used to detect presence/absence of larger genomic regions. For example, the detection of a GMO gene in rice (Cry1c) was tested with different crRNAs23. Their assay limit of resolution was tested down to 1pg of purified DNA, while in comparison, our test can use 0.15pg of DNA. A similar approach has been used to detect GM soybean using the CRISPR-Cas12 system to target the CaMV35s promoter of the transgene22. While the assay for GM soybean used a Loop-mediated Isothermal Amplification (LAMP) as part of their field-deployable strategy, we decided to use recombinase in our assay development for its simplicity to achieve amplification of the target. In general, 6 primers are needed for LAMP vs. 2 for recombinase, making standardization of the LAMP reaction cumbersome. The advantage of isothermal approaches is that they can be completed without the need for a thermocycler. We are currently working on a fast field-deployable DNA extraction protocol to make sure our assay can be done from beginning to end without needing any lab equipment.
Besides CRISPR-Cas12, other Cas enzymes have also been used for genotyping. For example, a CRISPR-Cas9 system was used to genotype wheat resistance alleles to stripe rust, the presence of herbicide-resistant alleles in rice, and transgenic elements in both rice and tobacco plants37. In this study, the researchers used CRISPR-Cas9 to cut FAM-labelled amplicons containing the target polymorphic region, so that when the ribonucleoprotein complex of Cas9 and guide RNA found the target region, the fluorophore-bound cut fragment could interact with an anti-FAM antibody region in a lateral flow assay strip. While Cas9 does not present collateral activity, the researchers of this study also used pre-amplification of the target region to increase sensitivity of their assay, similarly to what we presented in the current study. Their assay was highly accurate in detecting their targeted genes and gene mutations. One factor that helped achieve specificity in both our assay and the assay to distinguish resistance wheat alleles37, was the presence of indels/mutations in proximity of the PAM regions for Cas12 and Cas9, respectively. Mutations within or in the proximity of the PAM regions are known to provide higher specificity for both enzymes37–40. Another report used Cas13 to characterize the presence of a glyphosate resistance gene in soybean41. The use of Cas13 has the advantage of not needing a PAM site, therefore allowing to target polymorphisms anywhere. However, Cas 13 targets RNA molecules, so the targeted gene must be actively transcribed. In our case, since we aim to find DNA polymorphisms, we used Cas12, but using Cas13 could be a good alternative in future studies where we want to determine the viability of a noxious weed. This is because gene expression is a proxy for metabolic activity, while non-viable tissues can still carry intact DNA. In this case, a constitutively expressed gene with enough polymorphic resolution could have a dual role as a barcode and viability marker.
Finally, other non-Cas molecular methods have been standardized to distinguish between closely related Amaranthus species. Using Genotyping By Sequencing, a KASP (Kompetitive Allele-Specific PCR) assay was designed to detect a single seed of A. palmeri mixed at 0.5 and 1% proportions in A. tuberculatus seeds, and to distinguish individual seeds of A. palmeri from 8 Amaranthus species42. Their test for individual samples provided high accuracy > 99% for three different markers in a large panel (1248 individuals of A. palmeri and other species). Our experiment provided 100% accuracy when identifying members of the A. palmeri + A. watsonii clade (19 out of 19 individuals correctly identified in Table 2). When using our CRISPR-Cas12 test to distinguish A. palmeri from A. watsonii samples in these 19 individuals, sample 57 was identified as A. watsonii, while the morphological identification was A. palmeri, and the tests were inconclusive in determining if sample 98 was A. palmeri or A. watsonii. We speculate that factors like hybridization or morphological misidentification, could be among the reasons why these two samples did not perfectly match morphological identification. We recognize our panel is less robust than the panel used by Brusa et al., 42, but our assays provide an additional tool with more Amaranthus species tested. A second assay using qPCR on a polymorphic ITS region was previously used to distinguish A. palmeri from other Amaranthus species43. The specificity of this assay was based on primers that spanned A. palmeri polymorphisms, with a cluster analysis supporting no overlap between species when the qPCR test was performed for A. palmeri, A. tuberculatus, A. arenicola and negative samples. A second manuscript using the same primers was used to identify Palmer Amaranth individually or in seed mixes from 15 other species and hybrid accessions44. In this article additional markers were evaluated to increase resolution, which allowed distinguishing Palmer amaranth from A. dubious and A. spinosus but not from A. watsonii. Older molecular technologies have also been used in the past to separate Amaranthus species, including traditional barcoding and PCR-RFLP, but these methods were limited in the number of species tested and usually required longer times to achieve results45,46. Comparatively with these techniques, our assays offer a rapid way of qualitative assessment for species identification with little need for lab equipment.
In conclusion, we have standardized three assays to distinguish A. palmeri, A. watsonii and A. tuberculatus from closely related Amaranthus species, which could support the identification of these noxious weed seeds in the regulatory framework and in agricultural settings. For example, during morphological detection and identification of contaminant seeds mixed with trading commodities, the species of Amaranthus can’t be identified sometimes due to plasticity in the genus. In these cases, our assay would support accurate identification of the noxious weed. We realize that testing was done in a limited number of species and accessions. If the test is to be implemented in another setting or replicated to test new samples in a different laboratory, we recommend performing sequencing of potential false positives or negatives if the results conflict with the morphological identification. Likewise, when testing alternative primers or crRNAs a verification of the complete pipeline with samples that have been clearly identified to species, will be necessary.
Since the limit of detection of our assays is the picogram scale, the method could also be implemented in situations where the target weeds are mixed with crop seed or other Amaranthus seeds, as has been done before with other assays42,44,47. We recognize that further testing will be necessary to see how the limit of detection may be affected by running a pipeline of amplification and CRISPR-Cas12 in a seed mix where the target weed is diluted.
Our assays do not need any lab equipment once DNA is extracted and can be completed in less than an hour after DNA is available. However, we realize that for this assay to be fully transferable for field deployment or for labs without molecular biology equipment, we need to add a rapid equipment-less DNA extraction step.
Finally, to further decrease the likelihood of cross-contamination, we are aiming to incorporate the amplification and CRISPR-Cas12 reaction in a single tube (one-pot reaction), that can maintain high efficiency and high fluorescent signal. Different mechanisms are available for inhibiting the CRISPR-Cas12 reaction until sufficient amplicon is present to avoid low reaction efficiency48,49.
Supplementary Information
Below is the link to the electronic supplementary material.
Acknowledgements
We would like to thank Dr. David Brenner (USDA), Dr. Robert Nurse (AAFC), Kerry Bosveld (AAFC), Dr. Sandra Flores-Mejía (CEROM), Dr. Ruojing Wang (CFIA-SSST), Jennifer Neudorf (CFIA-SSST), Dr. Marie-Claude Gagnon (CFIA-GenoBot) and Andreanne Charron (CFIA-GenoBot) for providing the samples for the different assays. We also thank the GRIN-global US National Plant Germplasm System for providing Amaranthus seeds for preliminary evaluation experiments. Finally, we would like to thank CFIA for funding this project (ID: N-000470).
Author contributions
LGG conceived and led the project, supervised the experiments and wrote the article. AAD performed all lab experiments and reviewed the article. Figure 2 was done by LGG using Biorender.
Funding
declaration.
This work was supported by a Canadian Food Inspection Agency grant (Project ID: N-000470).
Data availability
All data generated or analysed during this study are included in this published article (and its Supplementary Information files).
Declarations
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Oliveira, M. C. et al. Palmer Amaranth (Amaranthus palmeri) adaptation to US midwest agroecosystems. Front. Plant Sci.4, 887629. 10.3389/fagro.2022.887629 (2022). [Google Scholar]
- 2.Beckie, H. J. Herbicide-resistant weed management: Focus on glyphosate. Pest Manag. Sci.67, 1037–1048. 10.1002/ps.2195 (2011). [DOI] [PubMed] [Google Scholar]
- 3.Ward, S. M., Webster, T. M. & Steckel, L. E. Palmer Amaranth (Amaranthus palmeri): A review. Weed Technol.27, 12–27. 10.1614/wt-d-12-00113.1 (2013). [Google Scholar]
- 4.Waselkov, K. E., Boleda, A. S. & Olsen, K. M. A phylogeny of the genus Amaranthus (Amaranthaceae) Based on several low-copy nuclear loci and chloroplast regions. Syst. Bot.43, 439–458. 10.1600/036364418X697193 (2018). [Google Scholar]
- 5.Amaranthus palmeri S.Watson. EPPO Bull.50, 535–542. 10.1111/EPP.12715 (2020). [Google Scholar]
- 6.Massinga, R., Currie, R., Horak, M. & Boyer, J. Interference of Palmer amaranth in corn. Weed Sci.49, 202–208. 10.1614/0043-1745(2001)049[0202:IOPAIC]2.0.CO;2 (2001). [Google Scholar]
- 7.Bensch, C. N., Horak, M. J. & Peterson, D. Interference of redroot pigweed (Amaranthus retroflexus), Palmer amaranth (A. palmeri), and common waterhemp (A. rudis) in soybean. Weed Sci.51, 37–43. 10.1614/0043-1745(2003)051 (2003). [0037:IORPAR]2.0.CO;2. [Google Scholar]
- 8.Tranel, P. J. Herbicide resistance in Amaranthus tuberculatus †. Pest Manag. Sci.77, 43–54. 10.1002/PS.6048 (2021). [DOI] [PubMed] [Google Scholar]
- 9.Xu, H. et al. Species identification, phylogenetic analysis and detection of herbicide-resistant biotypes of Amaranthus based on ALS and ITS. Sci. Rep.10, 1–9. 10.1038/s41598-020-68541-x (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Shimono, A. et al. Initial invasion of glyphosate-resistant Amaranthus palmeri around grain-import ports in Japan. Plants People Planet.2, 640–648. 10.1002/ppp3.10156 (2020). [Google Scholar]
- 11.Sun, S. China’s ban on Canadian Canola: reasons, impacts and policy perspectives (University of Alberta, 2020).
- 12.Costea, M., Weaver, S. E. & Tardif, F. J. The biology of Canadian weeds. 130. Amaranthus retroflexus L., A. powellii S. Watson and A. hybridus L. Can. J. Plant Sci.84, 631–668. 10.4141/p02-183 (2004). [Google Scholar]
- 13.Nidhi, S. et al. Novel CRISPR-Cas systems: An updated review of the current achievements, applications, and future research perspectives. Int. J. Mol. Sci.22, 3327. 10.3390/ijms22073327 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Li, S. Y. et al. CRISPR-Cas12a has both cis- and trans-cleavage activities on single-stranded DNA. Cell Res.28, 491–493. 10.1038/s41422-018-0022-x (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Li, S. Y. et al. CRISPR-Cas12a-assisted nucleic acid detection. Cell. Discov.. 4, 20. 10.1038/s41421-018-0028-z (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Chen, J. S. et al. CRISPR-Cas12a target binding unleashes indiscriminate single-stranded DNase activity. Science. 360, 436–436. 10.1126/SCIENCE.AAR6245 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Gootenberg, J. S. et al. Nucleic acid detection with CRISPR-Cas13a/C2c2. Science. 356, 438–438. 10.1126/SCIENCE.AAM9321 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Chaijarasphong, T., Thammachai, T., Itsathitphaisarn, O., Sritunyalucksana, K. & Suebsing, R. Potential application of CRISPR-Cas12a fluorescence assay coupled with rapid nucleic acid amplification for detection of white spot syndrome virus in shrimp. Aquaculture512, 734340–734340. 10.1016/J.AQUACULTURE.2019.734340 (2019). [Google Scholar]
- 19.Ali, Z. et al. iSCAN: An RT-LAMP-coupled CRISPR-Cas12 module for rapid, sensitive detection of SARS-CoV-2. Virus Res.288, 198129. 10.1016/j.virusres.2020.198129 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Broughton, J. P. et al. CRISPR–Cas12-based detection of SARS-CoV-2. Nat. Biotechnol.38 (7), 870–874, (2020). 10.1038/s41587-020-0513-4 [DOI] [PMC free article] [PubMed]
- 21.Liu, H. et al. RPA-Cas12a-FS: A frontline nucleic acid rapid detection system for food safety based on CRISPR-Cas12a combined with recombinase polymerase amplification. Food Chem.334, 127608. 10.1016/j.foodchem.2020.127608 (2021). [DOI] [PubMed] [Google Scholar]
- 22.Wu, H., He, J. S., Zhang, F., Ping, J. & Wu, J. Contamination-free visual detection of CaMV35S promoter amplicon using CRISPR/Cas12a coupled with a designed reaction vessel: Rapid, specific and sensitive. Anal. Chim. Acta. 1096, 130–137. 10.1016/J.ACA.2019.10.042 (2020). [DOI] [PubMed] [Google Scholar]
- 23.Zhang, Y. M., Zhang, Y. & Xie, K. Evaluation of CRISPR/Cas12a-based DNA detection for fast pathogen diagnosis and GMO test in rice. Mol. Breeding. 40, 1–12. 10.1007/S11032-019-1092-2/FIGURES/4 (2020). [Google Scholar]
- 24.Guo, Y. et al. CRISPR/Cas12a-based approaches for efficient and accurate detection of Phytophthora ramorum. Front. Cell. Infect. Microbiol.13, 1218105. 10.3389/fcimb.2023.1218105 (2023). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Zhang, A. et al. CRISPR/Cas12a Coupled with recombinase polymerase amplification for sensitive and specific detection of Aphelenchoides besseyi. Front. Bioeng. Biotechnol.10, 912959. 10.3389/fbioe.2022.912959 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Buddhachat, K. et al. Bar-cas12a, a novel and rapid method for plant species authentication in case of Phyllanthus amarus Schumach. & Thonn. Sci. Rep.11, 20888. 10.1038/s41598-021-00006-1 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Raiyemo, D. A. & Tranel, P. J. Comparative analysis of dioecious Amaranthus plastomes and phylogenomic implications within Amaranthaceae s.s. BMC Ecol. Evol.2310.1186/s12862-023-02121-1 (2023). [DOI] [PMC free article] [PubMed]
- 28.Nguyen, L. T., Smith, B. M. & Jain, P. K. Enhancement of trans-cleavage activity of Cas12a with engineered crRNA enables amplified nucleic acid detection. Nat. Commun.11, 1–13 (2020). 10.1038/s41467-020-18615-1 [DOI] [PMC free article] [PubMed]
- 29.CFIA. Weed seeds order, https://laws-lois.justice.gc.ca/eng/regulations/SOR-2016-93/FullText.html(2016).
- 30.USDA. Weed risk assessment for Amaranthus palmeri (Amaranthaceae)—Palmer’s amaranth (USDA, 2020).
- 31.Aman, R. et al. Rapid, and sensitive detection of plant RNA viruses with one-pot RT-RPA–CRISPR/Cas12a assay. Front. Microbiol.11, 610872. 10.3389/fmicb.2020.610872 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Anbazhagan, P. et al. Advances in plant pathogen detection: integrating recombinase polymerase amplification with CRISPR/Cas systems. 3 Biotech.14 (214). 10.1007/s13205-024-04055-x (2024). [DOI] [PMC free article] [PubMed]
- 33.Qiu, M., Zhou, X. M. & Liu, L. Improved strategies for CRISPR-Cas12-based nucleic acids detection. J. Anal. Test.6, 44–52. 10.1007/s41664-022-00212-4 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Bouman, R. W. et al. Molecular phylogenetics of Phyllanthus sensu lato (Phyllanthaceae): Towards coherent monophyletic taxa. TAXON70, 72–98. 10.1002/tax.12424 (2021). [Google Scholar]
- 35.Kathriarachchi, H. et al. Phylogenetics of tribe Phyllantheae (Phyllanthaceae; Euphorbiaceae sensu lato) based on nrITS and plastid matK DNA sequence data. Am. J. Bot.93, 637–655. 10.3732/ajb.93.4.637 (2006). [DOI] [PubMed] [Google Scholar]
- 36.Kiran, K. R. et al. Untargeted metabolomics and DNA barcoding for discrimination of Phyllanthus species. J. Ethnopharmacol.273, 113928. 10.1016/j.jep.2021.113928 (2021). [DOI] [PubMed] [Google Scholar]
- 37.Sánchez, E., Ali, Z., Islam, T. & Mahfouz, M. A CRISPR-based lateral flow assay for plant genotyping and pathogen diagnostics. Plant. Biotechnol. J.20, 2418–2429. 10.1111/pbi.13924 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Zheng, T. et al. Profiling single-guide RNA specificity reveals a mismatch sensitive core sequence. Sci. Rep.7, 40638. 10.1038/srep40638 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Anderson, E. M. et al. Systematic analysis of CRISPR–Cas9 mismatch tolerance reveals low levels of off-target activity. J. Biotechnol.211, 56–65. 10.1016/j.jbiotec.2015.06.427 (2015). [DOI] [PubMed] [Google Scholar]
- 40.Li, S. Y. et al. CRISPR-Cas12a-assisted nucleic acid detection. Cell Discov.4, 1–4. 10.1038/s41421-018-0028-z (2018). [DOI] [PMC free article] [PubMed]
- 41.Abudayyeh, O. O., Gootenberg, J. S., Kellner, M. J. & Zhang, F. Nucleic acid detection of plant genes using CRISPR-Cas13. Crispr J.2, 165–171. 10.1089/crispr.2019.0011 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Brusa, A. et al. A needle in a seedstack: An improved method for detection of rare alleles in bulk seed testing through KASP. Pest Manag. Sci.77, 2477–2484. 10.1002/ps.6278 (2021). [DOI] [PubMed] [Google Scholar]
- 43.Murphy, B. P., Plewa, D. E., Phillippi, E., Bissonnette, S. M. & Tranel, P. J. A quantitative assay for Amaranthus palmeri identification. Pest Manag. Sci.73, 2221–2224. 10.1002/PS.4632 (2017). [DOI] [PubMed] [Google Scholar]
- 44.Bratsch, S. et al. Optimizing Palmer amaranth (Amaranthus palmeri) genetic testing of seeds using real-time (quantitative) PCR. Weed Sci.72, 732–739. 10.1017/wsc.2024.58 (2024). [Google Scholar]
- 45.Park, Y. J. & Nishikawa, T. Rapid identification of Amaranthus caudatus and Amaranthus hypochondriacus by sequencing and PCR-RFLP analysis of two starch synthase genes. Genome55, 623–628. 10.1139/g2012-050 (2012). [DOI] [PubMed] [Google Scholar]
- 46.Wetzel, D. K., Horak, M. J. & Skinner, D. Z. Use of PCR-based molecular markers to identify weedy Amaranthus species. Weed Sci.47, 518–523. 10.1017/S0043174500092201 (1999). [Google Scholar]
- 47.Murphy, B. P. & Tranel, P. J. Identification and validation of Amaranthus species-specific SNPs within the ITS region: Applications in quantitative species identification. Crop Sci.58, 304–311. 10.2135/cropsci2017.06.0359 (2018). [Google Scholar]
- 48.Chen, Y. et al. Photoactivatable CRISPR/Cas12a strategy for one-pot DETECTR molecular diagnosis. Anal. Chem.94, 9724–9731. 10.1021/acs.analchem.2c01193 (2022). [DOI] [PubMed] [Google Scholar]
- 49.Cho, E., Yun, D. & Jung, C. One-pot RPA/CRISPR-Cas12a assay with photomodulated aptamer-based inhibitors. Sens. Actuators B. 412, 135790. 10.1016/j.snb.2024.135790 (2024). [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated or analysed during this study are included in this published article (and its Supplementary Information files).


