The Difference of Chlorophyll Fluorescence Parameters between F. tikoua Bur. and A. philoxeroides
From table 2, the F0, ΦPSII, ETR, and NPQ in F. tikoua Bur. were remarkable higher than that in A. philoxeroides. However, a significant decline of Fv/Fm, Fv/F0, [Y(NO)], and Fv'/Fm' were observed in F. tikoua Bur. compered with A. philoxeroides. The increased ΦPSII and ETR suggest F. tikoua Bur. can maintain higher the actual photochemical reaction efficiency in PSⅡin comparison with A. philoxeroides. This can be due to the partial closure of the PSII reaction center under light conditions, as indicated by ΦPSII, which is known to be associated with downstream electron transfer, capture efficiency, and openness of the reaction center excitation energy (Weis and Berry, 1988). Additionally, ETR reflects the rate of photosynthetic energy transfer under actual light intensity conditions (Wu, 2017). The rise in F0 can also be considered as a form of heat dissipation, the increment of F0 and NPQ implied that F. tikoua Bur. consumed excessive light energy by increased heat dissipation to avoid damage caused by environmental stress (Stirbet et al., 2018).
The decreased Fv/Fm, Fv'/Fm' and Fv/F0 indicated that a decline in the overall performance of PSⅡin F. tikoua Bur. compared to A. philoxeroides, which was related to alterations in the ultrastructure of chloroplasts. It notwithstanding that maximum quantum yield of PSII (Fv/Fm) in F. tikoua Bur. was markedly reduced compared to A. philoxeroides, the value is also exhibited within the normal range (from 0.8 to 0.84) (You et al., 2013), suggesting that F. tikoua Bur. alleviated invasive plants against competitive stress as maintaining photosynthesis activity. As the report of zhang et al., (2016), Bidens pilosa, a invasive plant, was responsible for inhibiting photosynthesis in native species through allelopathic effects. The gametophytes exposed to B. pilosa had decreased fluorescence parameters in comparison with the control, except for non-photochemical quenching. NPQ is mainly divided into non-regulatory energy dissipation Y (NO) and regulatory energy dissipation Y (NPQ). Y(NO) refers to the process by which excess energy absorbed by plants during photosynthesis is dissipated as heat rather than being used for growth or other metabolic processes, which is a negative evaluation index of light damage (Guidi et al., 2019). The noticeably lower Y(NO) in F. tikoua Bur. compared to A. philoxeroides means that it is able to efficiently utilize the absorbed light energy for photosynthesis and minimize energy wastage through non-regulated processes (Xia et al., 2023). Therefore, F. tikoua Bur. F. tikoua Bur. exhibits enhanced adaptability to varying light conditions, which could potentially be attributed to its ability to mitigate photoinhibition through increasing heat dissipation (NPQ).
Differences in Gene Expression Profiles between F. tikoua Bur. and A. philoxeroides
According to RNA-seq, a total of 316,197,552 clean reads with lengths of 150 base pairs (bp) were obtained from the six samples (A1, A2, A3, F1, F2 and F3) (
Table S1). All clean bases with 41.73% to 45.38% GC content were deposited in The National Center for Biotechnology Information (NCBI), which you can obtain by using the accession number (PRJNA1056514). Principal component analysis (PCA) and correlation showed a good biological repeatability (
Figure S2) and sample dispersion (
Figure S3), suggesting that this data are available for subsequent bioinformatics analyses.
In total, 73,881 differentially expressed genes (DEGs) were identified in the comparison group of
A. philoxeroides vs
F. tikoua Bur. (A vs F), including 44,100 up-regulated and 29,781 down-regulated DEGs. The high number of genes exhibiting differential expression between the two species may be attributable to substantial systematic variations in their biological classification. This suggested that the observed disparities in gene expression might not exclusively mirror genuine biological dissimilarities between this species, but could also be influenced by intrinsic genetic backgrounds. As a result, the shared genes between the two samples were exceptionally rare (
Figure S4). And then, 83 significantly enriched GO terms (corrected P-value <0.05) were identified through GO enrichment analysis (
Figure 1), among them most DEGs were involved in transferase activity (7,822 of 36,363, molecular function), catalytic activity (17,547 DEGs, molecular function) integral component of membrane (10,423 DEGs, cellular component), response to stimulus (4,159 DEGs, biological process), protein modification process (4,290 DEGs biological process), and macromolecule modification (4,538 DEGs, biological process). Furthermore, 18 significantly pathways of Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment (corrected P-value <0.05) were obtained and shown in
Figure 2, of them, lots of DEGs linked to carbon metabolism (854 DEGs, metabolism), protein processing in endoplasmic reticulum (609 DEGs, genetic information processing), plant-pathogen interaction (448 DEGs, organismal systems), implying this pathway may be involved in interactions between
F. tikoua Bur. and
A. philoxeroides. In line with the findings of Xu
et al., (2019), most DEGs and their corresponding miRNA targets associated with metabolism, response to stimulus, catalytic activity, circadian rhythm-plant, protein processing in endoplasmic reticulum and plant-pathogen interaction may provide biochemical and ecological advantages that facilitated the successful invasion of hexaploid cytotypes of
Solidago canadensis L. Manoharan
et al., (2019) proposed that plant hormones and their cross-talk signaling could enhance the resistance of
A. philoxeroides to pathogens, thereby facilitating its invasion. However, our findings indicated that
F. tikoua Bur. has the potential to alter the gene expression patterns of
A. philoxeroides, potentially leading to a reduction in its invasive capabilities. Stress-induced modifications of the genome are considered a crucial strategy for invasive plants to adapt to novel environments (Prentis
et al., 2008). These modifications can involve changes in gene expression, DNA methylation patterns, or even structural alterations to the genome itself. Hence, the comprehension of how gene expression variations affect plant invasion is essential for clarifying the fundamental mechanisms underlying this process.
Differences in Rhizosphere Microbial Abundance between F. tikoua Bur. and A. philoxeroides
Rhizosphere soil microorganisms from
F. tikoua Bur. and
A. philoxeroides were subjected to metagenomic sequencing in accordance with standard operational procedures using the Illumina platform, generating paired-end reads of 150 bp. The raw sequencing data have been deposited in the NCBI database under accession number PRJNA1056649. The alpha diversity (Observed, Shannon, Simpson, Chao1, ACE, and Coverage) of both soil bacterial and archaeal communities did not differ significantly between the two samples, as illustrated in
Figure 3. It should be noted that a very small amount of viruses and fungal communities (
Figure S5) were detected, while the most were unassigned in this study, which is similar to previous findings (wang
et al., 2022 and Chen
et al., 2021). Additionally, unique soil bacterial communities were separated based on principal coordinate analysis (PCoA) (
Figure 4). Then, the Adonis test revealed no significant difference in the species composition of soil bacterial, archaeal, and fungal communities (
Table S2) between the two samples.The antagonistic interactions between
F. tikoua Bur. and
A. philoxeroides may partly account for the neutral effect on alpha diversity of soil microorganisms. As the study of Gibbons
et al., (2017), when multiple invasive plants coexist, certain species may exhibit preferences for specific microbial taxa while inhibiting others, leading to a lack of significant changes in the overall microbial community. Li
et al., (2022) reported that the invasion of
A. philoxeroides decreased soil microbiome beta-diversity while increasing alpha-diversity. Invasion-present soils had a more intricate and robust network structure compared to invasion-absent soils, characterized by an increased number of keystone species, decreased modules, and enhanced co-occurring associations. Alterations to the soil environment can be conceptualized as niche construction, thereby facilitating the establishment and proliferation of invasive species (Stefanowicz
et al., 2019). However, upon encountering
F. tikoua Bur., the invasive plant
A. philoxeroides did not induce substantial alterations in the soil microecological diversity, suggesting the potential resilience of native species against
A. philoxeroides invasion.
Moreover, bacterial community exhibited the most pronounced difference between rhizosphere soil microorganisms of
A. philoxeroides (As) and
F. tikoua Bur. (Fs) in comparison to the archaeal, viral, and fungal communities, as revealed by non-metric multidimensional scaling (NMDS) analysis (
Figure S6). This finding suggested that invasive plants had a significant impact on the structure and function of soil microbial communities, consistent with previous observations (Gioria
et al., 2014). Regarding soil bacterial taxa, most were observed to be shared in the two samples (
Figure S7). In light of the numerous significant differences observed between the two samples, Pseudomonadota emerged as the most abundant phylum (P-value <0.05), followed by Acidobacteriota and Planctomycetota (
Figure 5A). And
UBA2161,
GCA-2401635, and
Reyranella, were the three top abundant with P-value <0.05 in the 25 genera taxon level (
Figure 5D). In terms of soil Archaea taxa, the thermoproteota phylum was the most abundant. However, the differences between the As and Fs were not found to be statistically significant (P > 0.05) (
Figure 5B). And only
Nitrosotenuis and
PWEA01 (
Figure 5E) was observed to have prominent abundances at the genus taxon level. As regards soil fungi taxa, only Basidiomycota (
Figure 5C) was a prominent abundant phylum, and at the genus taxon level,
Rhizophagus,
Psilocybe, and
Laccaria (
Figure 5F) exhibited a dramatic abundance in the group of As vs Fs. According to enhanced soil-mediated invasion self-reinforcement upon herbivory hypothesis (Gao
et al., 2023), the changes in community structure of plant rhizosphere microbiome play an important role in promoting
A. philoxeroides invasion. Nevertheless, our study has demonstrated that
Actinomarina (Bacteria),
Nitrosotenuis (Archaea) and
Laccaria (fungi) were significantly up-regulated in the Fs compared to As, which may be attributed to the resistance of
F. tikoua Bur. to invasive plants
A. philoxeroides. The work of Wang
et al., (2022) demonstrated that the relative abundances of Actinobacteriota were negatively associated with the relative abundance of the invasive plants
Sesbania cannabina and
Talinum paniculatum. Actinobacteriota, as plant growth-promoting rhizobacteria, play a significant role in rhizosphere nutrient cycling, act as biocontrol agents against pathogenic fungi, and promote plant growth through phosphate solubilization, secondary metabolite production, and antimicrobial synthesis.
Candidatus Nitrosotenuis was found to closely correlate with the regulation of ecological functions under saline stress in various types of Cd-contaminated soils from the North China Plain (Wang
et al., 2019). Quan
et al., (2023) identified two species of
Laccaria can protect the host tress root system to assist
Pinus densiflora against heavy metal toxicity.
Intriguingly, virulence factor test (
Figure S8) indicated that the relative abundance of microbes involved in nutritional/metabolic factor, metabolic adaptation, antiphagocytosis were improved significantly in Fs compared with As. This further suggested that the resistance of
F. tikoua Bur. to invasive plants might be associated with soil microbiota-mediated nutrient regulation and antibiotic production. Furthermore, comparative analysis against the Comprehensive Antibiotic Resistance Database (CARD) revealed a higher abundance of tetracycline antibiotics and tetracycline antibiotic drug classes in As compared to Fs, while glycopeptide antibiotics were less abundant (
Figure S9A). This observation is corroborated by the increased abundance of antiphagocytosis in As, suggesting that invasive plants possess a remarkable ability to adapt to novel environments by promoting the synthesis of antibiotics, thereby conferring resistance against pathogens. In accordance with the studies on
M. micrantha (Yin
et al., 2020), it has demonstrated that specific microbes in the rhizosphere play a significant role in nutrient acquisition and pathogen suppression, thereby enhancing the plant's adaptation and invasiveness in diverse environments. In terms of resistance mechanisms, antibiotic efflux was significantly enhanced in As compared to Fs (
Figure S9B). Additionally, by aligning to the structured ARG reference database (SARG), the increased type of vancomycin (Figure S9C) and regular mechanism (
Figure S9D) were identified in Fs compared to As. However, the type of trimethoprim, multidrug, and the mechanism in efflux pump, antibiotic target replacement were enhanced in As, suggesting that native plants and invasive plants have employed distinct mechanisms to resist pathogen damage by recruiting different microorganisms to sustain their growth.
Comparative analysis of Clusters of Orthologous Groups (COG) pathways revealed significant differences in pantothenate/CoA biosynthesis, photosystem II, archaeal ribosomal proteins, lipid A biosynthesis, A/V-type ATP synthase, and folate biosynthesis between As and Fs (
Figure 6). Additionally, KEGG analysis identified a specific translation-related pathway (p<0.05) with significantly decreased
Luteitalea functional contribution in Fs compared to As (
Figure S10), potentially contributing to the adaptability of the microbial community. Through DiTing analysis, this determined microbial communities involved in the cycling pathways were identified. Dimethylsulfoniopropionate (DMSP) cycle pathways (
Figure 7A) and carbon cycle pathways (
Figure 7B) were dominant in the Fs, which may be attributed to the increased activity of enzymes related to carbon metabolism, such as rhamnogalacturonase, endo-xylogalacturonan hydrolase, polygalacturonase, alacturonan alpha-1,2-galacturonohydrolase, exo-polygalacturonase, and others, as revealed by aligning against the Carbohydrate-Active enZYmes Database (CAZy) (
Figure 8A). In particular, the abundance of cellulose and fucose substrate in As were remarkable higher than that in Fs, which can be explained as the the intricate regulatory network of glycometabolism (
Figure 8B). While nitrogen cycle pathways (
Figure 7C) and sulfur cycles pathways (
Figure 7D) were more pronounced in the As. This could be associated with the augment in the abundance of
Sphingomicrobium, Luteitalea, Reyranella, Mitsuaria, Rhizobacter in the As (
Figure S11)
, which are involved in the nitrogen or sulfur cycle. As the previous research by Sun
et al., (2020), they demonstrated that the invasive plant
A. philoxeroides outperforms native species under flooding conditions with high nitrogen levels. Similarly, the metabolites of
Mikania micrantha promoted its growth and invasive adaptation by enriching the microbial community involved in nitrogen cycling pathways, thereby enhancing nitrogen availability (Liu
et al., 2020). This suggested that
M. micrantha can manipulate the soil microbial community to improve its access to nitrogen, a crucial nutrient for plant growth. Invasive plants can alter the soil microbial community near their roots by recruiting different soil microbes, which is a potential mechanism for them to influence nutrient cycling. Microorganisms promote host plant growth and development through various mechanisms, such as nitrogen fixation, indoleacetic acid production, and iron carrier production (Li
et al., 2023). However, our results indicated that the DMSP and carbon cycle pathways of
F. tikoua Bur. were not negatively affected by invasive plants, which may contribute to its resistance to invasion.
Although little is known about the potential role that rhizosphere soil microbial communities play in facilitating or resisting the spread of invasive species into native plant communities. It has been documented that invasive plants can have major effects on microbial decomposition in soil. The study of Bell et al., (2015) suggested that plants can alter their rhizosphere microbiomes through influencing nutrient availability. Putten et al., (2007) reported that exotic plant invasion may alter underground microbial communities, and invasion-induced changes of soil biota may also affect the interaction between invasive plants and resident native species. Native plants that are associated with a limited group of microbial symbionts may have an increased likelihood of being impacted by a harmful invader that disrupts local mutualisms. Therefore, the establishment of exotic invasive plants can be hindered by native plants that form associations with a diverse array of effective microbes, especially dominant microorganisms. This is because native plants that rely on symbionts are more likely to outcompete invasive plants for resources.
The significance of clonal integration in invasiveness of A. philoxeroides in heterogeneous environments was highlighted by the study of You et al.,(2014). However, F. tikoua Bur. exhibits a unique characteristic with its enclosed inflorescence known as hypanthodium. This inflorescence depends on particular insect pollinators that provide nourishment and shelter for their reproduction. Successful pollination requires a morphological match between the F. tikoua Bur. and their pollinators (Zhang et al., 2020). The size and shape of the pollinators' bodies are correlated with the size of the inflorescence, and specific volatile organic compounds (VOCs) attract these obligatory pollinators (Chen et al., 2016). This unique mutualism may grant F. tikoua Bur. resistance against invasive plants.