Citrus Huanglongbing Research Articles

Unleashing the Potential of EIL Transcription Factors in Enhancing Sweet Orange Resistance to Bacterial Pathologies: Genome-Wide Identification and Expression Profiling.

The ETHYLENE INSENSITIVE3-LIKE (EIL) family is one of the most important transcription factor (TF) families in plants and is involved in diverse plant physiological and biochemical processes. In this study, ten EIL transcription factors (CsEILs) in sweet orange were systematically characterized via whole-genome analysis. The CsEIL genes were unevenly distributed across the four sweet orange chromosomes. Putative cis-acting regulatory elements (CREs) associated with CsEIL were found to be involved in plant development, as well as responses to biotic and abiotic stress. Notably, quantitative reverse transcription polymerase chain reaction (qRT-PCR) revealed that CsEIL genes were widely expressed in different organs of sweet orange and responded to both high and low temperature, NaCl treatment, and to ethylene-dependent induction of transcription, while eight additionally responded to Xanthomonas citri pv. Citri (Xcc) infection, which causes citrus canker. Among these, CsEIL2, CsEIL5 and CsEIL10 showed pronounced upregulation. Moreover, nine genes exhibited differential expression in response to Candidatus Liberibacter asiaticus (CLas) infection, which causes Citrus Huanglongbing (HLB). The genome-wide characterization and expression profile analysis of CsEIL genes provide insights into the potential functions of the CsEIL family in disease resistance.

A Sec-dependent effector, CLIBASIA_04425, contributes to virulence in 'Candidatus Liberibater asiaticus'.

Citrus Huanglongbing (HLB) is the most destructive citrus disease worldwide, mainly caused by 'Candidatus Liberibacter asiaticus' (CLas). It encodes a large number of Sec-dependent effectors that contribute to HLB progression. In this study, an elicitor triggering ROS burst and cell death in Nicotiana benthamiana, CLIBASIA_04425 (CLas4425), was identified. Of particular interest, its cell death-inducing activity is associated with its subcellular localization and the cytoplasmic receptor Botrytis-induced kinase 1 (BIK1). Compared with CLas infected psyllids, CLas4425 showed higher expression level in planta. The transient expression of CLas4425 in N. benthamiana and its overexpression in Citrus sinensis enhanced plant susceptibility to Pseudomonas syringae pv. tomato DC3000 ΔhopQ1-1 and CLas, respectively. Furthermore, the salicylic acid (SA) level along with the expression of genes NPR1/EDS1/NDR1/PRs in SA signal transduction was repressed in CLas4425 transgenic citrus plants. Taken together, CLas4425 is a virulence factor that promotes CLas proliferation, likely by interfering with SA-mediated plant immunity. The results obtained facilitate our understanding of CLas pathogenesis.

Function and molecular mechanism analysis of CaLasSDE460 effector involved in the pathogenesis of "Candidatus Liberibacter asiaticus" in citrus.

Citrus Huanglongbing (HLB), caused by Candidatus Liberibacter asiaticus (CaLas), is the most serious disease worldwide. CaLasSDE460 was previously characterized as a potential virulence factor of CaLas. However, the function and mechanism of CaLasSDE460 involved in CaLas against citrus is still elusive. Here, we showed that transgenic expression of CaLasSDE460 in Wanjincheng oranges (C. sinensis Osbeck) contributed to the early growth of CaLas and the development of symptoms. When the temperature increased from 25 °C to 32 °C, CaLas growth and symptom development in transgenic plants were slower than those in WT controls. RNA-seq analysis of transgenic plants showed that CaLasSDE460 affected multiple biological processes. At 25 °C, transcription activities of the "Protein processing in endoplasmic reticulum" and "Cyanoamino acid metabolism" pathways increased while transcription activities of many pathways decreased at 32 °C. 124 and 53 genes, separately annotated to plant-pathogen interaction and MAPK signaling pathways, showed decreased expression at 32 °C, compared with these (38 for plant-pathogen interaction and 17 for MAPK signaling) at 25 °C. Several important genes (MAPKKK14, HSP70b, NCED3 and WRKY33), remarkably affected by CaLasSDE460, were identified. Totally, our data suggested that CaLasSDE460 participated in the pathogenesis of CaLas through interfering transcription activities of citrus defense response and this interfering was temperature-dependent.

A Metabolomics Assay to Diagnose Citrus Huanglongbing Disease and to Aid in Assessment of Treatments to Prevent or Cure Infection.

Citrus greening disease, or Huanglongbing (HLB), has devastated citrus crops globally in recent years. The causal bacterium, 'Candidatus Liberibacter asiaticus', presents a sampling issue for qPCR diagnostics and results in a high false negative rate. In this work, we compared six metabolomics assays to identify HLB-infected citrus trees from leaf tissue extracted from 30 control and 30 HLB-infected trees. A liquid chromatography-mass spectrometry-based assay was most accurate. A final partial least squares-discriminant analysis (PLS-DA) model was trained and validated on 690 leaf samples with corresponding qPCR measures from three citrus varieties (Rio Red grapefruit, Hamlin sweet orange, and Valencia sweet orange) from orchards in Florida and Texas. Trees were naturally infected with HLB transmitted by the insect vector Diaphorina citri. In a randomized validation set, the assay was 99.9% accurate to classify diseased from nondiseased samples. This model was applied to samples from trees receiving plant defense-inducer compounds or biological treatments to prevent or cure HLB infection. From two trials, HLB-related metabolite abundances and PLS-DA scores were tracked longitudinally and compared with those of control trees. We demonstrate how our assay can assess tree health and the efficacy of HLB treatments and conclude that no trialed treatment was efficacious.

Preliminary assessment of bacterial antibiotic resistance and Candidatus Liberibacter asiaticus titer in three Florida commercial citrus groves

Over the last 16 years, the U.S. citrus industry has been devastated by citrus greening or Huanglongbing (HLB) disease. The causal agent, Candidatus Liberibacter asiaticus (CLas), is an unculturable bacterium transmitted by the invasive Asian citrus psyllid (ACP), Diaphorina citri Kuwayama (Hemiptera: Liviidae), and by grafting. In 2017 and 2019, the Environmental Protection Agency approved foliar applications of the antibiotics streptomycin (STR) and oxytetracycline (OTC) in commercial citrus groves in Florida. This study provides a preliminary assessment of antibiotic spray effects on three commercial citrus groves by quantifying CLas titer from leaves and antibiotic resistant bacterial colony count from leaf, root+rhizosphere, and soil samples. Two groves used antibiotic spray treatment and followed conventional management, one used no antibiotic treatment and was accredited as an organic grove. Samples were plated onto TSA medium containing either STR (100 μg/mL), OTC (15 μg/mL), or no antibiotic (control) then colony-forming units (CFU) per gram of sample were estimated. Among leaf samples, there were no significant differences in CFU or CLas titer based on grove. For soil samples, we found a larger number of resistant CFU in the organic grove. Root+rhizosphere samples from all groves (organic and conventional) showed high prevalence of both STR and OTC-resistant bacteria indicating that plant selective processes during root colonization might favor antibiotic resistant acquisition. The lack of significant difference in CLas titer among the three groves is supported by other studies which suggest that antibiotic spray might not be an effective control for CLas. This research further highlights the need for continued monitoring of antibiotic efficacy to control plant pathogens in commercial settings.

A perspective on current therapeutic molecule screening methods against 'Candidatus Liberibacter asiaticus', the presumed causative agent of citrus Huanglongbing.

Huanglongbing (HLB), referred to as citrus greening disease, is a bacterial disease impacting citrus production worldwide and fatal in young trees and certain varieties. In some areas, the disease is devastating the citrus industry. A successful solution to HLB will be measured in economics: Citrus growers need treatments that improve tree health, fruit production, and most importantly economic yield. The profitability of citrus groves is the ultimate metric that truly matters when searching for solutions to HLB. Scientific approaches used in the laboratory, greenhouse, or field trials are critical to discovery of those solutions and to estimate the likelihood of success of a treatment aimed for commercialization. Researchers and the citrus industry use a number of proxy evaluations of potential HLB solutions and understanding the strengths and limitations of each assay as well as how best to compare different assays is critical for decision making to advance therapies into field trials and commercialization. This perspective aims to help the reader compare and understand the limitations of different proxy evaluation systems based on the treatment and evaluation under consideration. The researcher must determine the suitability of one or more of these metrics to identify treatments and predict the usefulness of these treatments in having an eventual impact on citrus production and HLB mitigation. As therapies advance to field trials in the next few years, a re-evaluation of these metrics will be useful to guide future research efforts on strategies to mitigate HLB and vascular bacterial pathogens in other perennial crops.

Evaluation of Trunk Injection Techniques for Systemic Delivery of Huanglongbing Therapies in Citrus

The bacterial pathogen associated with citrus huanglongbing (HLB) resides in the phloem of affected trees. The widespread abundance of the vector in Florida, the Asian citrus psyllid (Diaphorina citri), and the location of the pathogen in the tree vascular tissue limits the efficacy of foliar-applied therapies. Trunk injection is a crop protection strategy that applies therapeutic compounds directly into the tree vascular system, enabling their systemic distribution within the tree. However, limited information is available on the most effective methodology for implementing trunk injection at the commercial scale and the extent of damage inflicted by the injection. In this study, 5-year-old HLB-affected ‘Midsweet’ sweet orange (Citrus sinensis) trees were injected with the insecticide imidacloprid, the antibacterial oxytetracycline, or water. Injections occurred in Jun and Oct 2020 using three trunk injection techniques. Trees were monitored for external wounding and internal damage associated with injection, as well as tree health, bacterial titers, and yield for two production seasons. Low-pressure injection caused the least damage; however, it was less effective at delivering the tested compounds than medium- or high-pressure injection. Despite causing the greatest extent of external and internal damage at the injection site, injection of oxytetracycline significantly improved tree health, reduced bacterial titers, and increased yield in the two seasons of this study. Imidacloprid injection caused less wound damage but did not result in any lasting benefits to the trees. These results suggest that trunk injection of oxytetracycline could be an effective strategy for managing HLB and that the damage inflicted by this crop protection strategy can be reduced by selecting a suitable injection technique.

On-site detection system of Candidatus Liberibacter asiaticus by using TaqMan probe-based insulated isothermal polymerase chain reaction (iiPCR).

Citrus Huanglongbing (HLB) is one of the most destructive diseases of citrus plants caused by the obligate and phloem-limiting bacterium Candidatus Liberibacter asiaticus (Las). Reliable detection methods are important for successful control of the disease. This study was aimed to develop a rapid and user-friendly on-site detection system for Las using the TaqMan probe-based insulated isothermal polymerase chain reaction (iiPCR) assay. The Las-specific on-site detection system could be completed within one hour by simple DNA extraction coupled with a portable POCKIT device, which can perform PCR amplification and automatically provide qualitative results derived from fluorescence signals. The sensitivity of the TaqMan probe-iiPCR assay could be as low as single copy of Las, comparable to a real-time PCR method. Further testing of the field citrus samples showed 100% agreement between the TaqMan probe-iiPCR assay and the real-time PCR method, and the on-site detection system also demonstrated a great performance of Las detection. With high specificity and sensitivity, the on-site detection system developed in this study becomes a simple, rapid and powerful tool for detecting Las in fields.

Screening Method and Antibacterial Activity of 1,3,4-Oxadiazole Sulfone Compounds against Citrus Huanglongbing

Citrus Huanglongbing (HLB) is one of the most destructive diseases in the citrus industry. At present, Candidatus Liberibacter asiaticus (CLas) cannot be cultured in vitro, and there is a lack of rapid methods to test antibacterial activity, which greatly hinders the discovery of new antibacterial agents against HLB. To establish a rapid screening method for antibacterial agents against HLB with simple operation, a short cycle, and a large number of tests, the CLas contents in leaves from different citrus branches, different leaves from the same citrus branch, and two halves of the same citrus leaf were detected. Compared with the leaves on different branches and different leaves on the same branch, the difference in CLas content of the left and right halves of the same leaf was small; the difference was basically between 0.7 and 1.3. A rapid and efficient method for primary screening agents against HLB termed the “half-leaf method” was established through our long-term optimization and improvement. To verify the stability and reliability of the activity data measured using this method, 6-chloropurine riboside, which is highly soluble in water, was used as the test agent, and its antibacterial activity against HLB was tested 45 times. The results of the antibacterial activity test showed little difference in the mean values of each data group, indicating that this method could be used as a rapid method for screening agents against HLB. We used this method to test the antibacterial activity of compounds synthesized by our research group against HLB and found that some of the compounds showed good activity.

Classification of Citrus Huanglongbing Degree Based on CBAM-MobileNetV2 and Transfer Learning

Citrus has become a pivotal industry for the rapid development of agriculture and increasing farmers’ incomes in the main production areas of southern China. Knowing how to diagnose and control citrus huanglongbing has always been a challenge for fruit farmers. To promptly recognize the diagnosis of citrus huanglongbing, a new classification model of citrus huanglongbing was established based on MobileNetV2 with a convolutional block attention module (CBAM-MobileNetV2) and transfer learning. First, the convolution features were extracted using convolution modules to capture high-level object-based information. Second, an attention module was utilized to capture interesting semantic information. Third, the convolution module and attention module were combined to fuse these two types of information. Last, a new fully connected layer and a softmax layer were established. The collected 751 citrus huanglongbing images, with sizes of 3648 × 2736, were divided into early, middle, and late leaf images with different disease degrees, and were enhanced to 6008 leaf images with sizes of 512 × 512, including 2360 early citrus huanglongbing images, 2024 middle citrus huanglongbing images, and 1624 late citrus huanglongbing images. In total, 80% and 20% of the collected citrus huanglongbing images were assigned to the training set and the test set, respectively. The effects of different transfer learning methods, different model training effects, and initial learning rates on model performance were analyzed. The results show that with the same model and initial learning rate, the transfer learning method of parameter fine tuning was obviously better than the transfer learning method of parameter freezing, and that the recognition accuracy of the test set improved by 1.02~13.6%. The recognition accuracy of the citrus huanglongbing image recognition model based on CBAM-MobileNetV2 and transfer learning was 98.75% at an initial learning rate of 0.001, and the loss value was 0.0748. The accuracy rates of the MobileNetV2, Xception, and InceptionV3 network models were 98.14%, 96.96%, and 97.55%, respectively, and the effect was not as significant as that of CBAM-MobileNetV2. Therefore, based on CBAM-MobileNetV2 and transfer learning, an image recognition model of citrus huanglongbing images with high recognition accuracy could be constructed.

Comparative transcriptome profiling of susceptible and tolerant citrus species at early and late stage of infection by "Candidatus Liberibacter asiaticus".

Citrus Huanglongbing (HLB), caused by "Candidatus Liberibacter asiaticus" (CLas), is the most destructive disease threatening global citrus industry. Most commercial cultivars were susceptible to HLB, although some showed tolerant to HLB phenotypically. Identifying tolerant citrus genotypes and understanding the mechanism correlated with tolerance to HLB is essential for breeding citrus variety tolerance/resistance to HLB. In this study, the graft assay with CLas-infected bud were performed in four citrus genotypes, including Citrus reticulata Blanco, C. sinensis, C. limon, and C. maxima. HLB tolerance was observed in C. limon and C. maxima, while C. Blanco and C. sinensis were susceptible to HLB. The time-course transcriptomic analysis revealed a significant variation in differentially expressed genes (DEGs) related to HLB between susceptible and tolerant cultivar group at early and late infection stage. Functional analysis of DEGs indicated that the activation of genes involved in SA-mediated defense response, PTI, cell wall associated immunity, endochitinase, phenylpropanoid and alpha-linolenic/linoleic lipid metabolism played an important in the tolerance of C. limon and C. maxima to HLB at early infection stage. In addition, the overactive plant defense combined with the stronger antibacterial activity (antibacterial secondary and lipid metabolism) and the suppression of pectinesterase were contributed to the long-term tolerance to HLB in C. limon and C. maxima at late infection stage. Particularly, the activation of ROS scavenging genes (catalases and ascorbate peroxidases) could help to reduce HLB symptoms in tolerant cultivars. In contrast, the overexpression of genes involved in oxidative burst and ethylene metabolism, as well as the late inducing of defense related genes could lead to the early HLB symptom development in susceptible cultivars at early infection stage. The weak defense response and antibacterial secondary metabolism, and the induce of pectinesterase were responsible for sensitivity to HLB in C. reticulata Blanco and C. sinensis at late infection stage. This study provided new insights into the tolerance/sensitivity mechanism against HLB and valuable guidance for breeding of HLB-tolerant/resistant cultivars.

Development of Multiplex RT-PCR Assay for the Simultaneous Detection of Four Systemic Diseases Infecting Citrus

The citrus systemic diseases, including citrus Huanglongbing (caused by Candidatus Liberibacter asiaticus (CLas)), citrus tristeza (caused by citrus tristeza virus (CTV)), citrus tatter leaf (caused by citrus tatter leaf virus (CTLV)), and citrus exocortis (caused by citrus exocortis viroid (CEVd)), are threats to citrus production in Taiwan. Reliable diagnostic methods are important for the management of these systemic diseases. In this study, we developed a multiplex reverse transcription–polymerase chain reaction (RT-PCR) assay to detect four pathogens simultaneously. Herein, the specific amplicons from each pathogen (295 bp for CLas, 468 bp for CTV, 120 bp for CTLV, and 196 bp for CEVd) were successfully produced using the optimized multiplex RT-PCR described here. The sensitivity evaluation showed that low titers of pathogens could be detected using this multiplex RT-PCR. Compared with the published simplex assays, the detection of field samples using the multiplex RT-PCR developed in this study showed a better performance. The detections using multiplex RT-PCR revealed that these four citrus systemic pathogens were commonly found in fields, and 30.0% of field samples were mix-infected. To our knowledge, this is the first study of a survey of the four important citrus systemic diseases in Taiwan, and it provides insights for improving disease management. Therefore, the multiplex RT-PCR assay provides a useful method for routine disease surveying and the production of pathogen-free citrus plants.

IPS (In-Plant System) Delivery of Double-Stranded Vitellogenin and Vitellogenin receptor via Hydroponics for Pest Control in Diaphorina citri Kuwayama (Hemiptera: Psyllidae).

Diaphorina citri, a vector of citrus huanglongbing (HLB) disease, frequently leads to HLB outbreaks and reduces Rutaceae crop production. Recent studies have investigated the effects of RNA interference (RNAi) targeting the Vitellogenin (Vg4) and Vitellogenin receptor (VgR) genes, which are involved in egg formation in this pest, providing a theoretical foundation for developing new strategies to manage D. citri populations. This study presents RNAi methods for Vg4 and VgR gene expression interference and reveals that dsVgR is more effective than dsVg4 against D. citri. We demonstrated that dsVg4 and dsVgR persisted for 3-6 days in Murraya odorifera shoots when delivered via the in-plant system (IPS) and effectively interfered with Vg4 and VgR gene expression. Following Vg4 and VgR gene expression interference, egg length and width in the interference group were significantly smaller than those in the negative control group during the 10-30-day development stages. Additionally, the proportion of mature ovarian eggs in the interference group was significantly lower than that in the negative control group at the 10, 15, 20, 25, and 30-day developmental stages. DsVgR notably suppresses oviposition in D. citri, with fecundity decreasing by 60-70%. These results provide a theoretical basis for controlling D. citri using RNAi to mitigate the spread of HLB disease.

Chromosome-level genome assembly of the Asian citrus psyllid, Diaphorina citri.

Diaphorina citri is a global citrus pest. As a vector insect, it can transmit the causative agents of citrus huanglongbing, causing irreversible losses to the citrus industry. The acquisition of genomic information can provide a molecular genetic basis for effective control of D. citri. Here, the DNBSEQ™ , Oxford Nanopore Technologies, and Hi-C technologies are applied to generate a high-quality chromosome-level genome of D. citri. The genome size of D. citri was 523.78Mb with a scaffold N50 of 47.05Mb distributed on 13 chromosomes. A total of 250.64Mb (47.85%) repeat sequences and 24048 protein-coding genes were predicted. Genome resequencing of female and male individuals indicated that the sex chromosome system of D. citri is XO. Phylogenetic analysis demonstrated that D. citri and Pachypsylla venusta, which separated from their most recent common ancestor about 336.62 million years ago, were the most closely related. Additionally, we identified genes potentially involved in detoxification metabolism, pathogen transmission, and honeydew secretion for further investigation. The high-quality genome provides an important reference for developing effective management strategies of D. citri.

An effector of 'Candidatus Liberibacter asiaticus' manipulates autophagy to promote bacterial infection.

Autophagy functions in plant host immunity responses to pathogen infection. The molecular mechanisms and functions used by the citrus Huanglongbing (HLB)-associated intracellular bacterium 'Candidatus Liberibacter asiaticus' (CLas) to manipulate autophagy are unknown. We identified a CLas effector, SDE4405 (CLIBASIA_04405), which contributes to HLB progression. Transgenic SDE4405 in Wanjincheng orange (Citrus sinensis) promotes CLas proliferation and symptom expression via suppressing host immunity response. SDE4405 interacts with ATG8-family proteins (ATG8s) and their interactions activate autophagy in Nicotiana benthamiana. The occurrence of autophagy is also significantly enhanced in SDE4405-transgenic citrus plants. Interrupting NbATG8s-SDE4405 interaction by silencing NbATG8s reduces Pseudomonas syringae pv. tomato strain DC3000ΔhopQ1-1 (Pst DC3000ΔhopQ1-1) proliferation in N. benthamiana, and transient overexpression of CsATG8c and SDE4405 in citrus promotes Xanthomonas citri subsp. citri (Xcc) multiplication, suggesting SDE4405-ATG8s interaction negatively regulates plant defense. These data show the role of the CLas effector protein in manipulating autophagy and provide new insights into the molecular interaction between CLas and citrus.

Detection of "Candidatus Liberibacter asiaticus" Using Conventional PCR and Nested-PCR and Identification of Primer Sensitivity through Q-PCR in HLB Infected Mandarin Orange and Acid Lime Plants in Tamil Nadu

One of the most destructive citrus diseases in the world is called citrus Huanglongbing (HLB). For effective HLB associated ‘Candidatus liberibacter spp.’ prevention, sensitive and precise diagnostics are essential. Candidatus Liberibacter asiaticus (CLas), Candidatus Liberibacter africanus (CLaf), and Candidatus Liberibacter americanus (CLam) are among the ‘Candidatus liberibacter spp.’ that infect citrus. The most common of these is the species known as Las. To assess the impact of citrus greening disease in the citrus orchard, leaf samples exhibiting greening symptoms were picked up from 210 mandarin orange trees from nine localities in four districts and among them 189 plants showed HLB positive and leaf samples are picked up from 216 acid lime trees from nine localities in six districts of Tamil Nadu where citrus is cultivated in a larger area and among them 202 plants showed HLB positive. A “conventional singleplex polymerase chain reaction (PCR) Nested PCR and Q-PCR (Quantitative PCR)” was performed on the extracted DNA samples to detect Ca. Liberibacter asiaticus. Among all the mandarin orange growing localities from “Kanalkadu and Thandikudi in Dindigul district” and among the acid lime fields, the samples from “Sankarankoil from Tirunelveli district and Kallar from Nilgiris district” showed consistent amplification of 1160 base pairs fragment by using specific primers OI1 and OI2C and also 703 base pairs fragment with gene-specific primers A2 and J5 targeting beta-operon (rpiKAJL-rpoBC) gene which is a ribosomal protein gene of Ca. Liberibacter asiaticus, these results showed that these districts are exclusively positive to Clas . The nested PCR method significantly increased the sensitivity to identify Las up to 10 times and 100 times, respectively, compared to qPCR and conventional PCR in this study. A set of nested PCR primer pairs were examined to diagnose Las. Nested PCR was used to analyse 14 samples from 2 different citrus cultivars in 2 different districts. Among those again kanalkadu orchard for mandarin orange and Sankankoil orchard for acid lime showed more disease incidence and consistent amplification. The findings indicate that all the samples tested positive for HLB; the samples of blotched and chlorotic leaves from the acid lime field at Sankarankoil (thirunelveli district) and mandarin orange field at kanlakaadu (Dindigul district) had the highest positive detection rate (100%). The outcomes show that the nested PCR primer pairs are capable of detecting Las in a variety of symptomatic tissues, citrus cultivars, and geographical locations. The set of nested PCR primers used in the current work will be a very helpful addition to the existing methods for Las detection.

Comparative transcriptomic and proteomic analyses of midrib and root of Wanjincheng orange (Citrus sinensis Osbeck) in response to the early invasion of Candidatus Liberibacter asiaticus

Citrus Huanglongbing (HLB), caused by Candidatus Liberibacter asiaticus (CLas), is the most destructive disease of citrus plant. HLB can harm almost all citrus varieties and no cure is currently available. Our previous study reported that Wanjincheng orange (Citrus sinensis Osbeck) leaf and root exhibit significant difference in response to CLas infection using leaf-disk grafting. In this study, we used a multiomic approach (proteomics and transcriptomics) to identify nodes that can help in explaining these differences and ultimately contribute to the understanding of the response of midrib and root in the early invasion of CLas. The results of comparative transcriptomic analysis displayed that 2,782 differentially expressed genes (DEGs) were upregulated and 2,807 were downregulated. Meanwhile, the results of comparative proteomic analysis displayed that 226 and 182 differentially expressed proteins (DEPs) were up- and downregulated by CLas, respectively. Transcriptomic and proteomic association analyses revealed 2 downregulated and 6 upregulated genes in midrib and root. The analysis of DEGs and DEPs revealed that secondary metabolites, and detoxification pathways played important roles in response to the early invasion of CLas. Moreover, nitrogen metabolism in midrib and root was influenced by CLas. This study revealed the transcriptomic and proteomic differences between midrib and root in Wanjincheng orange during early invasion of CLas and provided some potential genes and proteins for breeding HLB-tolerant citrus in future.

Pathogenicity and Transcriptomic Analyses of Two "Candidatus Liberibacter asiaticus" Strains Harboring Different Types of Phages.

"Candidatus Liberibacter asiaticus" is one of the putative causal agents of citrus Huanglongbing (HLB), a highly destructive disease threatening the global citrus industry. Several types of phages had been identified in "Ca. Liberibacter asiaticus" strains and found to affect the biology of "Ca. Liberibacter asiaticus." However, little is known about the influence of phages in "Ca. Liberibacter asiaticus" pathogenicity. In this study, two "Ca. Liberibacter asiaticus" strains, PYN and PGD, harboring different types of phages were collected and used for pathogenicity analysis in periwinkle (Catharanthus roseus). Strain PYN carries a type 1 phage (P-YN-1), and PGD harbors a type 2 phage (P-GD-2). Compared to strain PYN, strain PGD exhibited a faster reproduction rate and higher virulence in periwinkle: leaf symptoms appeared earlier, and there was a stronger inhibition in the growth of new flush. Estimation of phage copy numbers by type-specific PCR indicated that there are multiple copies of phage P-YN-1 in strain PYN, while strain PGD carries only a single copy of phage P-GD-2. Genome-wide gene expression profiling revealed the lytic activity of P-YN-1 phage, as evidenced by the unique expression of genes involved in lytic cycle, which may limit the propagation of strain PYN and lead to a delayed infection in periwinkle. However, the activation of genes involved in lysogenic conversion of phage P-GD-1 indicated it could reside within the "Ca. Liberibacter asiaticus" genome as a prophage form in strain PGD. Comparative transcriptome analysis showed that the significant differences in expression of virulence factor genes, including genes associated with pathogenic effectors, transcriptional factors, the Znu transport system, and the heme biosynthesis pathway, could be another major determinant of virulence variation between two "Ca. Liberibacter asiaticus" strains. This study expanded our knowledge of "Ca. Liberibacter asiaticus" pathogenicity and provided new insights into the differences in pathogenicity between "Ca. Liberibacter asiaticus" strains. IMPORTANCE Citrus Huanglongbing (HLB), also called citrus greening disease, is a highly destructive disease threatening citrus production worldwide. "Candidatus Liberibacter asiaticus" is one of the most common putative causal agents of HLB. Phages of "Ca. Liberibacter asiaticus" have recently been identified and found to affect "Ca. Liberibacter asiaticus" biology. Here, we found that "Ca. Liberibacter asiaticus" strains harboring different types of phages (type 1 or type 2) showed different levels of pathogenicity and multiplication patterns in the periwinkle plant (Catharanthus roseus). Transcriptome analysis revealed the possible lytic activity of type 1 phage in a "Ca. Liberibacter asiaticus" strain, which could limit the propagation of "Ca. Liberibacter asiaticus" and lead to the delayed infection in periwinkle. The heterogeneity in the transcriptome profiles, particularly the significant differences in expression of virulence factors genes, could be another major determinant of difference in virulence observed between the two "Ca. Liberibacter asiaticus" strains. These findings improved our understanding of "Ca. Liberibacter asiaticus"-phage interaction and provided insight into "Ca. Liberibacter asiaticus" pathogenicity.

Multiclass classifier based on deep learning for detection of citrus disease using fluorescence imaging spectroscopy

In this work, we have combined fluorescence imaging spectroscopy (FIS) and supervised learning methods to identify and discriminate between citrus canker, Huanglongbing, and other leaf symptoms. Our goal is to differentiate these diseases and nutrient conditions without prior eye assessment of symptoms. Five supervised learning methods were evaluated. Our results show that by combining FIS with a convolutional neural network (AlexNet), it is possible to identify the disease of a sample with up to 95% accuracy. An enormous gain of time and a substantial cost reduction were achieved by this approach compared to polymerase chain reaction-based methods.

Citrus tristeza virus Promotes the Acquisition and Transmission of 'Candidatus Liberibacter Asiaticus' by Diaphorina citri.

Diaphorina citri Kuwayama (D. citri) is an insect vector of phloem-limited 'Candidatus Liberibacter asiatus' (CLas), the presumed pathogen of citrus Huanglongbing (HLB). Recently, our lab has preliminarily found it acquired and transmitted Citrus tristeza virus (CTV), which was previously suggested to be vectored by species of aphids. However, the influences of one of the pathogens on the acquisition and transmission efficiency of the other pathogen remain unknown. In this study, CLas and CTV acquisition and transmission by D. citri at different development stages under field and laboratory conditions were determined. CTV could be detected from the nymphs, adults, and honeydew of D. citri but not from the eggs and exuviates of them. CLas in plants might inhibit CTV acquisition by D. citri as lower CTV-positive rates and CTV titers were detected in D. citri collected from HLB-affected trees compared to those from CLas-free trees. D. citri were more likely to obtain CTV than CLas from host plants co-infected with the two pathogens. Intriguingly, CTV in D. citri facilitated the acquisition and transmission of CLas, but CLas carried by D. citri had no significant effect on the transmission of CTV by the same vector. Molecular detection and microscopy methods confirmed the enrichment of CTV in the midgut after a 72-h acquisition access period. Collectively, these results raise essential scientific questions for further research on the molecular mechanism of pathogen transmission by D. citri and provide new ideas for the comprehensive prevention and control of HLB and CTV.