Analysis of the resistance level and target site resistance mechanisms of Echinochloa crus-galli to penoxsulam from Hubei Province, China

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Plant Biology

Introduction

Barnyardgrass (Echinochloa crus-galli (L.) Beauv.), a noxious weed commonly found in agricultural fields, gardens, and various disturbed habitats, poses a significant challenge to crop production and ecosystems. This summer annual grass species is known for its rapid growth, prolific seed production and aggressive competition, which results in decreased crop yields. Moreover, barnyardgrass has emerged as a prominent weed issue in rice-producing nations worldwide (Rao, 2021; Godar & Norsworthy, 2023; Zhang et al., 2023).

Chemical control through the use of herbicides is often necessary for the control of barnyardgrass. Herbicides commonly used for barnyardgrass control in China include penoxsulam, acetochlor, butachlor, pretilachlor, quinclorac, bispyribac-sodium, and cyhalofop-butyl (Liu et al., 2021). Among these, penoxsulam, a triazolopyrimidine sulfonamide herbicide, is one of the most widely utilized agents. Penoxsulam, an acetolactate synthase (ALS) inhibitor developed by Dow AgroSciences (now Corteva Agriscience), was introduced to the Chinese market in 2008 and has been extensively used owing to its effective control of barnyardgrass (Deng et al., 2025). However, prolonged, exclusive use of penoxsulam in recent years has resulted in the development of resistance in barnyardgrass populations across multiple regions. Notably, barnyardgrass in Hubei Province has the highest prevalence of high-level resistance to this herbicide (Chen et al., 2016; Fang et al., 2019a; Yang et al., 2021; Feng et al., 2022). Despite the widespread use of penoxsulam, the mechanisms driving E. crus-galli resistance in Hubei fields remain poorly characterized.

To date, barnyardgrass has developed resistance to herbicides with seven distinct modes of action, which includes acetolactate synthase (ALS) inhibitors, acetyl-CoA carboxylase (ACCase) inhibitors, photosystem-II inhibitors, auxin mimics/cellulose biosynthesis inhibitors, very-long-chain fatty acid inhibitors, microtubule assembly inhibitors, and 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS) inhibitors (Damalas & Koutroubas, 2023). The evolution of resistance to multiple modes of action of herbicides poses a significant challenge for effective barnyardgrass control.

Herbicide resistance mechanisms in weeds can be broadly classified into two main categories: target-site resistance (TSR) and non-target-site resistance (NTSR). The TSR mechanism is associated with genetic modifications or mutations, as well as the overexpression or amplification of genes that encode the target proteins of herbicides. The NTSR mechanism involves mechanisms that facilitate the metabolism of herbicides within the plant, rendering the herbicides less effective, or that redirect the herbicide away from its intended site of action. However, among these two types of resistance, TSR is more frequently reported and often confers high levels of resistance (Powles & Yu, 2010; Heap, 2014; Yu & Powles, 2014; Gaines et al., 2020). There are many TSR cases of E. crus-galli caused by amino acid substitutions to penoxsulam. For example, Fang et al. reported that the Ala-122-Val and Ala-205-Gly biotypes exhibited high levels of resistance to penoxsulam, and that these two biotypes have higher ALS enzyme activities than the sensitive biotype (Fang et al., 2019a). A Phe-206-Leu mutation in the ALS enzyme was also found to mediate resistance to penoxsulam (Feng et al., 2022). The Ala-122-Asn amino acid change in the ALS gene results in high levels of cross-resistance to the ALS inhibitors nicosulfuron, penoxsulam, bispyribac-Na, and imazamox (Panozzo et al., 2017). Furthermore, the Asp-376-Ser biotype also contributes to resistance to ALS-inhibiting herbicides (Löbmann et al., 2021). Although NTSR can be attributed to different causes, most NTSR cases have been linked to cytochrome P450 enzymes (Pan et al., 2022). These enzymes play crucial roles in herbicide metabolism within plants, contributing to reduced herbicide efficacy and subsequent resistance.

Located in central China, Hubei Province plays a crucial role in rice production. The effective control of barnyardgrass through herbicide application is a key factor in ensuring the continued productivity of rice cultivation in this area. Analyzing the resistance level of barnyardgrass to penoxsulam and elucidating the resistance mechanisms will reduce resistance development and be beneficial for the long-term sustainability of rice production in this important agricultural area.

Materials & Methods

Plant materials

Seeds of 15 E. crus-galli populations were collected from rice fields in Hubei Province during the 2018 growing season (Table 1 and Fig. 1). The collection was approved by the research council of the Institution of Plant Protection and Soil Fertilizer, Hubei Academy of Agricultural Sciences, with approval number 201805. The susceptible population 18-NJ was provided by the Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences. All seeds were randomly collected from mature barnyardgrass plants. At least 300 individual plants were sampled at each collection point. The plant morphology and phylogenetic relationships determined by Amplified Fragment Length Polymorphism (AFLP) fingerprinting of these populations are described in detail elsewhere. The seeds were subsequently placed in a cool, dry place at room temperature (20–22 °C) to air dry and then stored in a low-temperature (1–5 °C) and low-humidity (below 50%) seed cabinet until use. The original collected populations were used for the herbicide dose–response experiments. Seeds from the resistant populations were selected with penoxsulam in a controlled greenhouse for an additional generation (F1 generation) through self-pollination.

Table 1:
Location information of the E. crus-galli populations used in this study.
Population Location
Longitude Latitude Altitude (m)
18-ETF 30°16′48′N 114°55′06′E 7
18-DDX 30°0′51′N 115°02′25′E 16
18-WLH 29°52′11′N 115°40′15′E 23
18-WMJ 30°06′11′N 115°36′48′E 40
18-WJJ 30°17′24′N 114°07′56′E 30
18-QZW 30°14′16′N 112°38′23′E 30
18-JPX 29°59′23′N 112°32′34′E 14
18-JJCY 29°57′52′N 112°37′51′E 12
18-YTW 29°57′25′N 115°16′28′E 5
18-HDD 30°05′06′N 115°49′32′E 26
18-XYCZ 31°01′26′N 113°46′57′E 30
18-JWZ 29°58′12′N 112°42′52′E 30
18-JZWD 31°08′37′N 112°30′19′E 58
18-XYXS 31°42′00′N 112°09′38′E 70
18-JJXJ 30°04′17′N 112°26′11′E 30
18-NJ 32°29′43′N 119°08′49′E 10
DOI: 10.7717/peerj.19973/table-1
Sampling location of E. crus-galli resistant populations from Hubei Province collected in 2018.

Figure 1: Sampling location of E. crus-galli resistant populations from Hubei Province collected in 2018.

Map data source: Resource and Environment Science Databases of the Chinese Academy of Science (https://www.resdc.cn/Default.aspx).

Plant growth conditions and herbicide application

Prior to germination, the seeds were treated with 100 mg/L gibberellic acid solution for 24 h at room temperature (20–22 °C), followed by germination in a dark incubator at 28 °C for 48 h. The germinated seedlings at the Biologische Bundesanstalt, Bundessortenamt und CHemische Industrie (BBCH) 11–12 (1–2 leaf stage) were subsequently transplanted into plastic pots (15 cm in diameter and 12 cm in height) and covered with 0.2 cm thick growth medium. The growth medium in each pot consisted of vermiculite and an organic matter mixture at a 1:1 (w/w) ratio, with each pot accommodating 30 seedlings. The pots were subsequently transferred into a growth chamber set at a temperature of 30/25 °C, with a light/dark cycle of 14/10 h, a light intensity of 12,000 lx, and a relative humidity of 60%. Before herbicide treatment, the seedlings in each pot were thinned to 20 plants whose growth was consistent. Seedlings from each population were treated with different doses of penoxsulam at BBCH 12–13 (2–3 leaf stage) by using a sprayer chamber equipped with a TeeJet® XR8002 flat fan nozzle with a spraying volume of 450 L ha−1 at 0.3 MPa.

Whole-plant dose response to penoxsulam

Based on the recommended field dose of 30 g a.i. ha−1 penoxsulam in the rice field, penoxsulam doses of 1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1,024, and 2,048 g a.i. ha−1 were applied to the putative resistant populations, and doses of 0.25, 0.5, 1, 2, 4, 8, 16, and 32 g a.i. ha−1 were applied to the susceptible population. After herbicide treatment, the seedlings were transferred into a greenhouse with natural light, a temperature of 30/25 °C and a relative humidity of 60%. The whole experiment was conducted during the barnyardgrass growing season, which was from April to October. The aboveground fresh biomass weight of the plants was recorded at 21 days after herbicide treatment. Four replicates were performed for each herbicide dose, and the experiments were conducted twice.

ALS gene cloning and sequencing

At least 10 surviving individual plants from the different dose–response treatments of each population were collected for gene identification. Approximately 100 mg of shoot tissue was used for genomic DNA extraction. Genomic DNA extraction was conducted by using a NuClean Plant Genomic DNA Kit (CWBIO, Jiangsu, China) according to the manufacturer’s instructions. A specific primer pair (ALS-S: CTCCTTGCCACCCTCCCC and ALS-R: CTGCCATCACCATCCAGGATC) was designed on the basis of the ALS sequences (ALS1: LC006058.1, ALS2: LC006059.1, ALS3: LC006061.1) (Fig. S1). The polymerase chain reaction (PCR) amplification was performed with two µl of DNA template, two µl (10 µM) of each primer, 25 µl of 2 ×Phanta Max Buffer (Vazyme Biotech, Nanjing, China), 0.5 µl of dNTP Mix, one µl of Phanta Max Super-Fidelity DNA Polymerase (Vazyme Biotech, Nanjing, China), and ddH2O to a final volume of 50 µl. The PCR program was set as follows: one cycle of 94 °C DNA denaturation for 3 min; 35 cycles of denaturation at 94 °C for 60 s, annealing at 63 °C for 50 s, and elongation at 72 °C for 120 s; and a final 72 °C DNA elongation for 10 min. The 2,000 bp PCR products were purified using a Cycle-Pure Kit (Omega Bio-Tek, Guangzhou, China) and cloned and inserted into a pTOPO vector (Genesand Biotech, Beijing, China). The plasmids containing the fragment insertions were transformed into DH5α chemically competent cells and sequenced by Tsingke Biotechnology (Wuhan, China). At least 10 transformed clones of each plant were sequenced to obtain ALS gene sequences. All the sequences were then compared via DNAMAN v.6 software (Lynnon Biosoft, Quebec, Canada) and the Basic Local Alignment Search Tool (BLAST) with the NCBI database to verify the gene copy and gene mutation sites.

In Vitro ALS enzyme activity assay

The S populations (18-NJ) and F1 generation surviving plants of three R populations (18-ETF, 18-WMJ, and 18-WJJ) were used for further ALS enzyme activity assays. Twenty seedlings from each population were transplanted into pots and maintained in a greenhouse until they reached the three-leaf stage. Three grams of leaf tissue from each population was freshly harvested, snap-frozen in liquid nitrogen, and stored at −80 °C until use.

The protocol for the ALS enzyme extraction and assay followed the procedure of Yu et al. (2010) with modifications. The frozen tissue was homogenized with a mortar and pestle and suspended in four volumes of extraction buffer (one mM sodium pyruvate, 0.1 M potassium phosphate (KH2PO4/K2HPO4), 0.5 mM MgCl2, 10 µM flavin adenine dinucleotide (FAD), 100 mL/L glycerol, and 0.5 mM thiamine pyrophosphate (TPP) at pH 7.5). The mixtures were stirred for 5 min, and the homogenate was filtered through one layer of Miracloth into Polyallomer centrifuge tubes (Beckman Coulter, USA). The samples were subsequently centrifuged for 20 min at 4 °C at 27,000 × g. The supernatants were transferred to beakers, and ammonium sulfate [(NH4)2SO4] was added at 0.313 g/mL supernatant. The supernatant and ammonium sulfate mixtures were stirred at low speed for 20 min to allow protein precipitation. The mixtures were again centrifuged at 4 °C for 20 min at 27,000 × g. The supernatants were discarded, and the pellet was resuspended in 0.5 mL of extraction buffer and desalted on a Sephadex G25 column (Sigma–Aldrich, USA). Thirty-five microliters of the desalted enzyme extract was immediately added to 35 µl of the assay buffer (0.17 M sodium pyruvate, 83.4 mM potassium phosphate (KH2PO4/K2HPO4), 16.7 mM MgCl2, 1.7 mM TPP, and 0.167 mM FAD at a pH of 7) and seven µl of a range of penoxsulam concentrations (0.01, 0.1, 1, 10, 100, and 1,000 µmol/L). The reactions were incubated at 37 °C in the dark for 60 min. The reaction was terminated by adding 17.5 µL of 6 N H2SO4, followed by incubation at 60 °C for 15 min. Subsequently, 87.5 µL of creatine solution (0.55% w/v) and 87.5 µL of α-naphthol solution (5.5% w/v in 5 N NaOH) were added, and the mixture was incubated at 60 °C for an additional 15 min. Enzyme activity, determined as acetoin formation, was measured colorimetrically at 530 nm. The Bradford method was used to measure the protein concentration in the crude extract (Yu et al., 2004). The experiment included three biological replicates and two technical repeats.

ALS gene expression

The S populations (18-NJ) and F1 generation of three R populations (18-ETF, 18-WMJ, and 18-WJJ) were included in the analyses. Forty seedlings from each population were separately planted and maintained in a greenhouse until they reached the three-leaf stage. The plants of each population were sprayed with penoxsulam at 15 g a.i. ha−1. Approximately 100 mg of leaf tissue from each population was collected from nontreated (NT) plants and treated (T) plants at 1, 3, 5, and 7 days after herbicide treatment.

Total RNA was extracted using a TRIzol total RNA extraction kit (Genstone Biotech, Beijing, China). cDNA was prepared from total RNA using 5 × All-In-One RT master mix (Applied Biological Materials, Richmond, Canada). Quantitative reverse transcription PCR (RT–qPCR) was performed, and the results were analyzed with a Bio-Rad CFX Connect Real Time system using iTaq™ Universal SYBR Green Supermix (Bio-Rad, Hercules, CA, USA). The primer pair QALS-F:5′-ATCCGCATTGAGAACCTCC-3′ and QALS-R:5′-TCTTCTTGATTGCTGCACGT-3′ was used to amplify the ALS genes, and the β-actin gene was used as the endogenous reference gene with the primer pair ACT-F: 5′-CACACTGGTGTCATGGTAGG-3′ and ACT-R: 5′-AGAAAGTGTGATGCCAGAT-3′. The PCR conditions consisted of denaturation at 95 °C for 2 min, followed by 40 cycles of 95 °C for 3 s and 60 °C for 30 s. The relative quantification of each transcript was calculated following the 2ΔΔCt method (Livak & Schmittgen, 2001). All the qPCR assays were conducted with technical triplicates for each sample, and the experiment was repeated twice.

Statistical analysis

All analyses were performed in a completely randomized design. The data were subjected to analysis of variance (ANOVA), and the mean differences were compared by the least significant difference (LSD) test. Data from repeated experiments were pooled for analysis, and inspection of the error distributions suggested that the assumption of normality held reasonably well.

The GR50 (dose at which there was a 50% reduction in growth biomass) and IC50 (herbicide concentration leading to 50% inhibition of ALS activity) were subjected to a nonlinear log–logistic regression model using SigmaPlot (SigmaPlot Software, Chicago, IL, USA) version 14.0 (Seefeldt, Jensen & Fuerst, 1995): Y = C + D C 1 + x / g b .

In the equation, C represents the lower limit, D represents the upper limit, b represents the slope of the curve, and g represents the GR50 or IC50, where Y is the percentage of the control at herbicide dose or concentration X.

Resistance indexes (RIs) were calculated by dividing the GR50 or IC50 of the resistant population by that of the susceptible population.

Results

Resistance levels to ALS inhibitors

The resistance levels of 15 E. crus-galli populations collected from rice fields in Hubei Province were surveyed (Fig. 2). Among the 15 populations, three populations presented high resistance levels to the ALS inhibitor penoxsulam, and the RIs of these three high-level resistant populations were all more than 100-fold greater than those of the susceptible population. The three high-level resistant populations (18-ETF, 18-DDX, and 18-WLH) were not injured by the recommended dose and exhibited more than 90% growth relative to untreated controls. The GR50 values of these three populations were 750.75, 153.13, and 56.02 g a.i. ha−1, respectively. Moreover, eight populations presented moderate resistance to penoxsulam. The RIs ranged from 10.09 to 50.60. The twelve populations (18-WMJ, 18-WJJ, 18-JPX, 18-QZW, 18-JJCY, 18-YTW, 18-HDD, 18-XYCZ, 18-JWZ, 19-JZWD, 18-XYXS, and 18-JJXJ) that presented moderate and low resistance levels partially survived under the recommended dose of penoxsulam and presented different physiological effects, such as curling leaves or shortened growth. The GR50 values of these populations ranged from 2.88 to 24.37 g a.i. ha−1 (Table 2).

Penoxsulam dose–response tests on 15 resistant and one susceptible populations.

Figure 2: Penoxsulam dose–response tests on 15 resistant and one susceptible populations.

Table 2:
Parameter values of dose–response curves to penoxsulam for E. crus-galli high and moderate resistant populations.
Population Regression parameters GR50a (g a.i. ha-1) RIb
C D b R2
18-ETF −23.8498 98.0456 0.9278 0.9839 750.7525 2,668.87
18-DDX −8.5765 100.5771 1.3927 0.9971 153.1344 544.38
18-WLH 12.2321 99.3802 1.1526 0.9912 56.0235 199.16
18-WMJ 19.3313 99.8202 1.4147 0.9920 24.3758 86.65
18-WJJ −2.318 99.9599 1.0902 0.9982 15.5061 55.12
18-QZW −1.0278 100.6300 2.1266 0.9977 11.1338 39.58
18-JPX 5.0945 100.2026 1.1199 0.9929 10.7240 38.12
18-JJCY −3.4679 101.3554 1.6238 0.9919 9.4823 33.71
18-YTW 8.3816 99.9890 1.1374 0.9968 8.9614 31.86
18-HDD 1.8565 99.9810 1.8835 0.9988 6.9076 24.56
18-XYCZ 6.7458 100.1820 2.3899 0.9983 5.2352 18.61
18-JWZ 6.7779 100.1665 1.7734 0.9890 4.8596 17.28
18-JZWD 0.7337 100.0367 1.7694 0.9981 4.0714 14.47
18-XYXS 0.4137 100.0031 1.7502 0.9992 3.5175 12.50
18-JJXJ 4.1401 99.2003 2.358 0.9982 2.8776 10.23
18-NJ −2.5043 100.0538 −1.0260 0.9913 0.2812 1.00
DOI: 10.7717/peerj.19973/table-2

Notes:

GR50, herbicide rate causing 50% growth reduction of plants.
RI (resistance index) = GR50 value of R population/GR50 value of S population.

Resistance classes: RI≤3, susceptible; 3<RI≤10, low resistance; 10<RI≤100, moderate resistance; RI>100, high resistance.

Sequence analysis of the genes encoding ALS enzymes

The ALS genes of ten individual plants from each of the 15 resistant populations were amplified and subsequently analyzed by the NCBI BLAST server for individual searches. The sequencing results were compared and distinguished from the full-length sequences of ALS1, ALS2, and ALS3 in the susceptible population by DNAMAN. Among the 15 resistant populations, ten populations (18-ETF, 18-DDX, 18-WLH, 18-WMJ, 18-WJJ, 18-QZW, 18-JPX, 18-YTW, 18-HDD, and 18-XYCZ) included individuals harboring the known resistance mutation Trp-574-Leu. However, the mutated genes were not the same. 18-ETF and 18-DDX had mutations in ALS3, and 18-WLH, 18-WJJ, 18-QZW, 18-YTW, and 18-HDD had mutations in ALS2, which accounted for the largest proportion of Trp-574-Leu ALS mutations, whereas 18-WMJ, 18-JPX, and 18-XYCZ had mutations in ALS1. Interestingly, a Pro-197-Leu substitution occurred in the 18-JJCY population. Although previous studies revealed that the Pro-197-Leu mutation is the target site basis for resistance to ALS-inhibiting herbicides in other weeds, this was the first time that the Pro-197-Leu mutation was found in E. crus-galli. However, none of the mutants confer resistance to known Ala-122, Ala-205, Phe-206, Asp-376, and Ser-653 sites, which have been reported in other Echinochloa species. In addition, four populations (18-JWZ, 18-JZWD, 18-XYXS, and 18-JJXJ) had surviving plants without any mutations in ALS genes, which suggested that non-target-site mechanisms may exist in these populations. More physiological and chemical analyses will be conducted to confirm this hypothesis (Table 3).

Table 3:
Mutations identified in ALS from E. crus-galli resistant plants.
Population No. of plants
sequenced
No. of plants with mutation Resistance mechanism ALS mutation site Mutation copy Accession number
18-ETF 10 10 TSR Trp-574-Leu ALS3 PV393065
18-DDX 10 9 TSR Trp-574-Leu ALS3 PV393064
18-WLH 10 8 TSR Trp-574-Leu ALS2 PV393070
18-WMJ 10 10 TSR Trp-574-Leu ALS1 PV393071
18-WJJ 10 9 TSR Trp-574-Leu ALS2 PV393069
18-QZW 10 1 TSR Trp-574-Leu ALS2 PV405280
18-JPX 10 8 TSR Trp-574-Leu ALS2 PV393068
18-JJCY 10 9 TSR Pro-197-Leu ALS3 PV393067
18-YTW 10 10 TSR Trp-574-Leu ALS2 PV393073
18-HDD 10 9 TSR Trp-574-Leu ALS2 PV393066
18-XYCZ 10 9 TSR Trp-574-Leu ALS1 PV393072
18-JWZ 10 0 Suspect NTSR
18-JZWD 10 0 Suspect NTSR
18-XYXS 10 0 Suspect NTSR
18-JJXJ 10 0 Suspect NTSR
DOI: 10.7717/peerj.19973/table-3

In Vitro ALS enzyme activity

The F1 generations of surviving resistant plants from the 18-ETF, 18-WMJ, 18-WJJ, and 18-NJ populations were selected for further in vitro ALS enzyme activity assays. The total ALS activity levels measured in the resistant populations 18-ETF, 18-WMJ, and 18-WJJ were greater than those in the sensitive population, suggesting that the catalytic activity of the mutant enzyme changed (Table 4). Moreover, the IC50 values for 18-ETF, 18-WMJ, and 18-WJJ were 63.07, 6.78, and 10.41 µM, respectively, which were 51.28-, 5.51-, and 8.46-fold greater than those of the susceptible population 18-NJ (1.23 µM) (Fig. 3). The results indicated that the Trp-574-Leu mutation could affect the conjunction of penoxsulam, which resulted in reduced sensitivity to ALS in these three E. crus-galli populations. In addition, this trend was not completely consistent with the whole-plant dose–response analysis, in which the IC50 value for 18-WMJ was lower than that for 18-WJJ. This may be related to different ALS gene mutations and mutation frequencies. Although a slight difference in in vitro enzyme activity was detected, the results supported the hypothesis that a TSR mechanism was responsible for the resistance of the E. crus-galli 18-ETF, 18-WMJ, and 18-WJJ populations.

Table 4:
ALS-enzyme activity and IC50 values in ALS-enzyme activity assays.
Population ALS activity
(μM)
R/S IC50
(μM)
R/S
18-ETF 34.73 ± 0.37 1.73 63.07 51.28
18-WMJ 30.03 ± 0.69 1.49 6.78 5.51
18-WJJ 32.82 ± 0.59 1.63 10.41 8.46
18-NJ 20.07 ± 0.29 1.23
DOI: 10.7717/peerj.19973/table-4
Response curves for in vitro acetolactate synthase activity of resistant (18-ETF,18-WMJ, 18-WJJ) and susceptible (18-NJ) biotypes in response to penoxsulam relative to controls.

Figure 3: Response curves for in vitro acetolactate synthase activity of resistant (18-ETF,18-WMJ, 18-WJJ) and susceptible (18-NJ) biotypes in response to penoxsulam relative to controls.

Test penoxsulam concentrations ranged from 0 to 1,000 mM and are presented on a log scale. Bars represent standard error.

ALS gene expression

ALS gene expression analysis was conducted in the R populations 18-ETF, 18-WJJ, 18-WMJ and S population 18-NJ. In the absence of penoxsulam treatment, the basal expression levels of ALS in the three R populations were 1.53-, 1.58-, and 1.41-fold greater than those in the S population. However, after penoxsulam treatment, the ALS expression in the R and S populations significantly increased, indicating that the ALS gene was induced by penoxsulam. Compared with the S population 18-NJ, 18-WJJ and 18-WMJ presented the same ALS expression pattern. 18-WJJ and 18-WMJ exhibited the highest degree of induced ALS expression, with 8.72- and 7.19-fold changes at 24 h post-treatment. Subsequently, ALS gene expression in these two populations decreased and was lower than in the S population 18-NJ. Unlike the 18-WJJ and 18-WMJ populations, the ALS gene expression of 18-ETF presented another pattern, with the highest ALS gene expression (6.93-fold) occurring three days after treatment (Fig. 4). The different gene expression patterns may be caused by distinct mutation sites. Furthermore, NTSR may also play an important role in penoxsulam absorption and transduction, which could explain the differential expression patterns observed among populations.

Expression profiles of ALS genes in R populations (18-ETF, 18-WJJ, and 18-WMJ) and S population (18-NJ) at different penoxsulam treatment stages by RT-qPCR.

Figure 4: Expression profiles of ALS genes in R populations (18-ETF, 18-WJJ, and 18-WMJ) and S population (18-NJ) at different penoxsulam treatment stages by RT-qPCR.

The upper-case letters represent significant differences at p < 0.01. The lower-case letters represent significant differences at p < 0.05.

Discussion

Beginning in 2008, penoxsulam has been widely and consistently utilized in China for the control of Poaceae weeds in rice fields. Consequently, an increasing number of penoxsulam-resistant populations of Echinochloa spp. have been identified in rice cultivation areas throughout China (Chen et al., 2016; Liu et al., 2019; Fang et al., 2019a; Yang et al., 2021; Feng et al., 2022; Gao et al., 2023). Hence, continuously monitoring resistance levels and elucidating the mechanisms of resistance to penoxsulam in barnyardgrass (Echinochloa crus-galli) is important for developing effective control strategies to ensure sustainable rice cultivation.

TSR has been identified as the primary mechanism responsible for conferring resistance to ALS inhibitors. This mechanism involves mutations in the target site of the ALS enzyme, which reduces the binding affinity of the herbicide, thereby rendering it less effective in inhibiting enzyme activity (Yu & Powles, 2014). In previous studies, nine mutation sites at Ala-122, Pro-197, Ala-205, Phe-206, Asp-376, Arg-377, Trp-574, Ser-653, and Gly-654 on the ALS protein were reported to be related to resistance to ALS inhibitors (Fang et al., 2022). Among these mutations, the Trp-574-Leu substitution was the most frequently reported mutation across diverse weed species (Yu & Powles, 2014). In barnyardgrass (Echinochloa crus-galli (L.) P. Beauv.) and other Echinochloa species, substitutions at Ala-122, Pro-197, Ala-205, Phe-206, Asp-376, Trp-574, and Ser-653 that confer resistance to ALS-inhibiting herbicides have been reported (Panozzo et al., 2013; Panozzo et al., 2017; Riar et al., 2013; Matzenbacher et al., 2015; Liu et al., 2019; Fang et al., 2019a; Fang et al., 2022). For E. crus-galli, Ala-122 mutations are the most commonly reported, followed by Trp-574 mutations, both of which play significant roles in penoxsulam resistance (Damalas & Koutroubas, 2023). The Trp-574-Leu mutation has also been documented in other resistant weeds, such as Lithospermum arvense (Wang et al., 2019), Glebionis segetum (Papapanagiotou et al., 2023), Cyperus difformis (Huang et al., 2022), Poa annua (Vijayarajan et al., 2023), and Lolium multiflorum (Altop et al., 2022). In our study, nine out of fifteen R populations from Hubei Province harbored the Trp-574-Leu mutation, making it the most frequent target-site mutation identified. Furthermore, a novel Pro-197-Leu substitution was identified for the first time in a population of E. crus-galli. Although Pro-197 mutations (where proline can be replaced by various amino acids such as Ser, His, Thr, Arg, or Leu) constitute a well-established TSR mechanism for ALS-inhibitor resistance in multiple weed species, such as Lactuca serriola (Merriam et al., 2023), Sagittaria trifolia (Zou et al., 2023), L. rigidum (Kaloumenos et al., 2012), Schoenoplectus juncoides (Sada, Ikeda & Kizawa, 2013), and Beckmannia syzigachne (Wang et al., 2020). More research will be conducted on this Pro-197-Leu biotype of E. crus-galli. In addition, no ALS mutations were detected at Ala-122, Ala-205, Phe-206, Asp-376, or Ser-653 in any of the tested populations.

To further investigate resistance mechanisms, one susceptible (S) population (18-NJ) and three resistant (R) populations (18-ETF, 18-WMJ, and 18-WJJ) were analyzed using in vitro ALS enzyme activity assays and ALS gene expression assays. Compared with the S population, all R populations presented significantly greater basal ALS activity. Upon the addition of penoxsulam to the in vitro assay, the ALS activity in all R populations decreased. However, this reduction was significantly less pronounced than that in the S population. Therefore, the significantly higher IC50 of the R populations suggested reduced sensitivity of their ALS to penoxsulam. Elevated ALS activity has been documented in resistant biotypes harboring mutations such as Trp-574-Leu or Pro-197-Ser across various systems, including weeds, mutant cell lines, transgenic plants, and yeast (Yu et al., 2010). Our results are consistent with the presence of such target-site mutations contributing to penoxsulam resistance. In terms of ALS gene expression, compared with the S population 18-NJ, the R populations 18-ETF, 18-WMJ, and 18-WJJ presented significantly greater ALS gene expression. Although elevated gene expressions or transcript stability could lead to increased ALS enzyme accumulation, the precise contributions of these factors to herbicide resistance remain unclear (Yu et al., 2020). Higher gene expression in R populations may be an important factor enhancing herbicide tolerance, but additional data are needed to validate this hypothesis. Importantly, transcription levels do not always directly correlate with translation processes, and post-translational regulation could also influence actual protein levels (Kuhlemier, 1992).

Furthermore, E. crus-galli is a hexaploid species that evolved through hybridization of the tetraploid E. oryzicola Vasinger and an unknown diploid species (Aoki & Yamaguchi, 2008) and harbors three distinct ALS gene copies (Panozzo et al., 2021). This complex genomic architecture contributes significantly to intricate herbicide resistance mechanisms. Research has shown that any of the ALS gene copies can harbor ALS inhibitor resistance mutations (Panozzo et al., 2021), which may also explain why these weeds are prone to developing resistance to ALS inhibitors. In hexaploid species such as E. crus-galli, the presence of multiple homoalleles across subgenomes creates a genetic environment in which resistance mutations can arise and quickly become prevalent. This rapid enrichment of resistance genes is facilitated by the high initial frequency of resistance genes, the dominant genetic inheritance patterns, and the fitness costs associated with the resistance alleles. More importantly, the expression level of the mutated ALS gene is strongly linked to herbicide resistance. For example, in Monochoria vaginalis (which possesses four functional ALS genes), resistance mutations were identified only in the two most highly transcribed ALS genes (Tanigaki et al., 2021). This finding suggests that mutations in genes with low expression may not confer sufficient resistance. Therefore, future research will focus on determining which specific ALS gene copy within E. crus-galli harbors the resistance mutation(s) and how these mutations influence the expression levels of the respective ALS genes.

NTSR mainly encompasses mechanisms that involve the metabolism of herbicides or the redirection of herbicides away from their intended sites of action. In particular, the NTSR mechanism may include the detoxification of herbicides by plant endogenous enzymes such as glutathione S-transferases (GSTs), glycosyltransferases (GTs), cytochrome P450s, and ATP-binding cassette (ABC) transporters. Furthermore, the NTSR mechanism has been documented in numerous cases of herbicide-resistant weeds, such as E. crus-galli (Fang et al., 2019b), L. rigidum (Han et al., 2021), Descurainia sophia (Shen et al., 2022), and B. syzigachn (Bai et al., 2022). Some NTSR-related genes have been identified, and their functions have been confirmed. In the case of late watergrass (E. phyllopogon (Stapf) Koso-Pol.), two homologous cytochrome P450 genes, CYP81A12 and CYP81A21, have been identified as conferring resistance to the ALS inhibitors bensulfuron-methyl and penoxsulam (Iwakami et al., 2014). Another CYP81A68 confers metabolic resistance to ALS-inhibiting herbicides in E. crus-galli (Pan et al., 2022). Aldo-keto reductase plays a vital role in E. colona resistance to glyphosate (Pan et al., 2019). NTSR-related genes have also been identified in other weed species. The cytochrome P450 CYP709C56 metabolizing mesosulfuron-methyl confers herbicide resistance in Alopecurus aequalis (Zhao et al., 2022). The P450 gene CYP749A16 is required for tolerance to the sulfonylurea herbicide trifloxysulfuron sodium in cotton (Gossypium hirsutum L.) (Thyssen et al., 2018). The cytochrome P450s BsCYP99A44 and BsCYP704A177 confer metabolic resistance to ALS herbicides in B. syzigachne (Bai et al., 2022). ABCC8 confers glyphosate resistance in plants (Amrhein & Martinoia, 2021; Pan et al., 2021). Therefore, further studies should be conducted to confirm the possible resistance mechanisms involved in the four penoxsulam-resistant E. crus-galli populations without any target site mutations.

Conclusions

In conclusion, fifteen penoxsulam-resistant E. crus-galli populations (18-ETF, 18-DDX, 18-WLH, 18-WMJ, 18-WJJ, 18-QZW, 18-JPX, 18-JJCY, 18-YTW, 18-HDD, 18-XYCZ, 18-JWZ, 18-JZWD, 18-XYXS, and 18-JJXJ) were used to explore resistance mechanisms. Eleven populations (18-ETF, 18-DDX, 18-WLH, 18-WMJ, 18-WJJ, 18-QZW, 18-JPX, 18-JJCY, 18-YTW, 18-HDD, and 18-XYCZ) exhibited mutations of the target enzyme ALS. Overexpression of the ALS gene and improvement in ALS enzyme activity also contributed to resistance in 18-ETF, 18-WMJ, and 18-WJJ populations. The results showed that the altered target site is a mechanism of resistance to penoxsulam in 18-ETF, 18-WMJ, and 18-WJJ populations. The remaining four populations (18-JWZ, 18-JZWD, 18-XYXS, and 18-JJXJ) had no target site mutations of the ALS gene, and further research is needed to determine their possible resistance mechanism. Comprehensive analysis of the resistance level of barnyardgrass to penoxsulam in Hubei rice fields, coupled with a deep understanding of the underlying resistance mechanisms, is crucial. This knowledge enables the development and implementation of targeted resistance management strategies. Such strategies will effectively slow the development and spread of resistance, promote rational herbicide application practices, and ultimately contribute to the long-term ecological and economic sustainability of rice production in Hubei Province.

Supplemental Information

Als enzyme activity

DOI: 10.7717/peerj.19973/supp-1

ALS gene expression

DOI: 10.7717/peerj.19973/supp-2

All sequences that have mutation sites

DOI: 10.7717/peerj.19973/supp-3

Whole plant dose response

DOI: 10.7717/peerj.19973/supp-4

ALS nucleotide sequence alignment of ALS1, ALS2, ALS3, ALS -forward primer and ALS -reverse primer

DOI: 10.7717/peerj.19973/supp-5