Global Metabolomics Analysis of Pakistani Citrus Cultivars Infected with Huanglongbing or Citrus Greening
Albrecht, U., McCollum, G., and Bowman, K. D. 2012. Influence of rootstock variety on Huanglongbing disease development in field-grown sweet orange (Citrus sinensis [L.] Osbeck) trees. Scientia Horticulturae, 138: 210-220.
Allwood, J. W., Ellis, D. I., and Goodacre, R. 2008. Metabolomic technologies and their application to the study of plants and plant–host interactions. Physiologia plantarum, 132: 117-135.
Ashraf, M. Y., Ashraf, M., Akhtar, M., Mahmood, K., and Saleem, M. 2013. Improvement in yield, quality and reduction in fruit drop in kinnow (Citrus reticulata Blanco) by exogenous application of plant growth regulators, potassium and zinc. Pak. J. Bot, 45: 433-440.
Ashraf, S., Khan, G. A., Ali, S., Ahmed, S., and Iftikhar, M. 2015. Perceived effectiveness of information sources regarding improved practices among citrus growers in Punjab, Pakistan. Pakistan Journal of Agricultural Sciences, 52: 861-866.
Balan, B., Ibáñez, A. M., Dandekar, A. M., Caruso, T., and Martinelli, F. 2018. Identifying host molecular features strongly linked with responses to huanglongbing disease in citrus leaves. Frontiers in plant science, 9: 277.
Brennan, L. 2017. The nutritional metabolomics crossroads: how to ensure success for dietary biomarkers, Oxford University Press, pp. 293-294.
Celis-Morales, C., C. F. Marsaux, K. M. Livingstone, S. Navas-Carretero, R. San-Cristobal, R. Fallaize, A. L. Macready, C. O’Donovan, C. Woolhead and H. Forster. 2017. Can genetic-based advice help you lose weight? Findings from the Food4Me European randomized controlled trial. The American Journal of Clinical Nutrition, 105: 1204-13.
Cevallos‐Cevallos, J. M., García‐Torres, R., Etxeberria, E., and Reyes‐De‐Corcuera, J. I. 2011. GC‐MS analysis of headspace and liquid extracts for metabolomic differentiation of citrus huanglongbing and zinc deficiency in leaves of ‘Valencia’sweet orange from commercial groves. Phytochemical Analysis, 22: 236-246.
Clarke, C. J. and J. N. Haselden. 2008. Metabolic profiling as a tool for understanding mechanisms of toxicity. Toxicologic Pathology, 36: 140-47.
Clarke, C. J., and Haselden, J. N. 2008. Metabolic profiling as a tool for understanding mechanisms of toxicity. Toxicologic Pathology, 36: 140-147.
Dala-Paula, B. M., Plotto, A., Bai, J., Manthey, J. A., Baldwin, E. A., Ferrarezi, R. S., and Gloria, M. B. A. 2019. Effect of huanglongbing or greening disease on orange juice quality, a review. Frontiers in plant science, 9: 1976.
Fan, J., Chen, C., Brlansky, R., Gmitter Jr, F., and Li, Z. G. 2010. Changes in carbohydrate metabolism in Citrus sinensis infected with ‘Candidatus Liberibacter asiaticus’. Plant Pathology, 59: 1037-1043.
Fateh, F. S., Mukhtar, T., Kazmi, M. R., Abbassi, N. A., and Arif, A. M. 2017. Prevalence of citrus decline in district Sargodha. Pak. J. agric. Sci, 54: 9-13.
Fraser, C. M., and Chapple, C. 2011. The phenylpropanoid pathway in Arabidopsis. The Arabidopsis Book/American Society of Plant Biologists, 9.
Gottwald, T., Graham, J., Irey, M., McCollum, T., and Wood, B. W. 2012. Inconsequential effect of nutritional treatments on huanglongbing control, fruit quality, bacterial titer and disease progress. Crop Protection, 36: 73-82.
Hall, D. G., Richardson, M. L., Ammar, E. D., and Halbert, S. E. 2013. Asian citrus psyllid, D iaphorina citri, vector of citrus huanglongbing disease. Entomologia Experimentalis et Applicata, 146: 207-223.
Hao, G., Stover, E., and Gupta, G. 2016. Overexpression of a modified plant thionin enhances disease resistance to citrus canker and huanglongbing (HLB). Frontiers in plant science, 7: 1078.
Hijaz, F., Nehela, Y., and Killiny, N. 2018. Application of gamma-aminobutyric acid increased the level of phytohormones in Citrus sinensis. Planta, 248: 909-918.
Hilf, M. E., and Luo, W. 2020. Inoculation period and citrus host effect establishment of new infections of ‘Candidatus Liberibacter asiaticus’ transmitted via vegetative grafting. Plant Disease, 104: 1894-1899.
Ikram M, Raja NI, Mashwani ZU, Omar AA, Mohamed AH, Satti SH, Zohra E. Phytogenic selenium nanoparticles elicited the physiological, biochemical, and antioxidant defense system amelioration of Huanglongbing-infected ‘Kinnow’mandarin Plants. Nanomaterials. 2022 Jan 22;12(3):356.
Khalid, S., Malik, A. U., Khan, A. S., Khan, M. N., Ullah, M. I., Abbas, T., and Khalid, M. S. 2017. Tree age and fruit size in relation to postharvest respiration and quality changes in ‘Kinnow’mandarin fruit under ambient storage. Scientia Horticulturae, 220: 183-192.
Khalil, S. A., Sattar, A., and Zamir, R. 2011. Development of sparse-seeded mutant kinnow (Citrus reticulata Blanco) through budwood irradiation. African Journal of Biotechnology, 10: 14562-14565.
Killiny, N., and Nehela, Y. 2017. Metabolomic response to Huanglongbing: Role of carboxylic compounds in Citrus sinensis response to ‘Candidatus Liberibacter asiaticus’ and its vector, Diaphorina citri. Molecular Plant-Microbe Interactions, 30: 666-678.
Kim, J. Sagaram US Burns JK Li JL Wang N. 2009 Response of sweet orange (Citrus sinensis) to ‘Candidatus Liberibacter asiaticus’ infection: Microscopy and microarray analyses. Phytopathology, 99: 50-57.
Kumar N, Kiran F, Etxeberria E. Huanglongbing-induced anatomical changes in citrus fibrous root orders. HortScience. 2018 Jun 1;53(6):829-37.
Li M, Qin H, Long Y, Cheng M, Li L, Huang A, Wang N, Duan S. Field-Deployable Candidatus Liberibacter asiaticus Detection Using Recombinase Polymerase Amplification Combined with CRISPR-Cas12a. JoVE (Journal of Visualized Experiments). 2022 Dec 23(190):e64070.
Liu, Y., Heying, E., and Tanumihardjo, S. A. 2012. History, global distribution, and nutritional importance of citrus fruits. Comprehensive reviews in Food Science and Food safety, 11: 530-545.
Lopes, S., and Frare, G. 2008. Graft transmission and cultivar reaction of citrus to ‘Candidatus Liberibacter americanus’. Plant Disease, 92: 21-24.
Mahmood, R., Rehman, A., and Ahmad, M. 2014. Prospects of biological control of citrus insect pests in Pakistan. Journal of Agricultural Research (03681157), 52.
Matsukawa, T., Asai, T., and Kajiyama, S. i. 2017. Metabolic changes during defense responses against wound stresses in Citrus plants. Citrus pathology: 55-69.
Monton, M. R. N., and Soga, T. 2007. Metabolome analysis by capillary electrophoresis–mass spectrometry. Journal of Chromatography A, 1168: 237-246.
Morgan, J. K., Zhou, L., Li, W., Shatters, R. G., Keremane, M., and Duan, Y.-P. 2012. Improved real-time PCR detection of ‘Candidatus Liberibacter asiaticus’ from citrus and psyllid hosts by targeting the intragenic tandem-repeats of its prophage genes. Molecular and Cellular Probes, 26: 90-98.
Nadarasah, G., and Stavrinides, J. 2011. Insects as alternative hosts for phytopathogenic bacteria. FEMS microbiology reviews, 35: 555-575.
Naqvi, S. A. H., Atta, S., Liu, H., Rehman, A.-u., and Khan, A. A. 2017. Serological and molecular based detection of graft-transmissible pathogens associated with citrus from non-core areas of Pakistan. Pakistan Journal of Agricultural Sciences, 54.
Odhong', C., Wilkes, A., van Dijk, S., Vorlaufer, M., Ndonga, S., Sing'ora, B., and Kenyanito, L. 2019. Financing large-scale mitigation by smallholder farmers: what roles for public climate finance? Frontiers in Sustainable Food Systems, 3: 3.
Ortiz AD, Fideles SO, Reis CH, Bellini MZ, Pereira ED, Pilon JP, de Marchi MÂ, Detregiachi CR, Flato UA, Trazzi BF, Pagani BT. Therapeutic effects of citrus flavonoids neohesperidin, hesperidin and its aglycone, hesperetin on bone health. Biomolecules. 2022 Apr 23;12(5):626.
Paula BM, Raithore S, Manthey JA, Baldwin EA, Bai J, Zhao W, Glória MB, Plotto A. Active taste compounds in juice from oranges symptomatic for Huanglongbing (HLB) citrus greening disease. LWT. 2018 May 1;91:518-25.
Paula, B. M. D., Raithore, S., Manthey, J. A., Baldwin, E. A., Bai, J., Zhao, W., . . . Plotto, A. 2018. Active taste compounds in juice from oranges symptomatic for Huanglongbing (HLB) citrus greening disease. LWT, 91: 518-525.
Qamar, M. A., Javed, M., Shahid, S., Shariq, M., Fadhali, M. M., Ali, S. K., and Khan, M. S. 2023. Synthesis and applications of graphitic carbon nitride (g-C3N4) based membranes for wastewater treatment: A critical review. Heliyon: e12685.
Rao, M. J., Ding, F., Wang, N., Deng, X., and Xu, Q. 2018. Metabolic mechanisms of host species against citrus Huanglongbing (Greening Disease). Critical Reviews in Plant Sciences, 37: 496-511.
Razi, M. F., Keremane, M. L., Ramadugu, C., Roose, M., Khan, I. A., and Lee, R. F. 2014. Detection of citrus huanglongbing-associated ‘Candidatus Liberibacter asiaticus’ in citrus and Diaphorina citri in Pakistan, seasonal variability, and implications for disease management. Phytopathology, 104: 257-268.
Rehman, F., Kalsoom, M., and Adnan, M. 2020. Huanglongbing (HLB) As Citrus Devastating Disease: A Technical Report. SunText Review Biotec, 1: 113.
Roberts, R., Cook, G., Grout, T. G., Khamis, F., Rwomushana, I., Nderitu, P. W., . . . Pietersen, G. 2017. Resolution of the identity of ‘Candidatus Liberibacter’species from Huanglongbing-affected citrus in East Africa. Plant Disease, 101: 1481-1488.
Safdar, M. N., Kausar, T., Jabbar, S., Mumtaz, A., Ahad, K., and Saddozai, A. A. 2017. Extraction and quantification of polyphenols from kinnow (Citrus reticulate L.) peel using ultrasound and maceration techniques. Journal of food and drug analysis, 25: 488-500.
Sajid, A., Iftikhar, Y., Ghazanfar, M. U., Mubeen, M., Hussain, Z., and Moya-Elizondo, E. A. 2022. Morpho-chemical characterization of Huanglongbing in mandarin (Citrus reticulata) and orange (Citrus sinensis) varieties from Pakistan. Chilean journal of agricultural research, 82: 484-492.
Siddique, M. I., and Garnevska, E. 2018. Citrus value chain (s): A survey of Pakistan citrus industry. Agric. Value Chain, 37.
Sieburth, P. J., Nolan, K. G., Alderman, S. M., and Dexter, R. J. (2009). Increased efficiency and sensitivity for identifying citrus greening and citrus tristeza virus using real-time PCR testing. Paper presented at the Proceedings of the Florida State Horticultural Society.
Smeekens, S. 2000. Sugar-induced signal transduction in plants. Annual review of plant biology, 51: 49-81.
Soares, S., Kohl, S., Thalmann, S., Mateus, N., Meyerhof, W., and De Freitas, V. 2013. Different phenolic compounds activate distinct human bitter taste receptors. Journal of agricultural and food chemistry, 61: 1525-1533.
Southam, A. D., Payne, T. G., Cooper, H. J., Arvanitis, T. N., and Viant, M. R. 2007. Dynamic range and mass accuracy of wide-scan direct infusion nanoelectrospray Fourier transform ion cyclotron resonance mass spectrometry-based metabolomics increased by the spectral stitching method. Analytical chemistry, 79: 4595-4602.
Suh, J. H., Niu, Y. S., Wang, Z., Gmitter Jr, F. G., and Wang, Y. 2018. Metabolic analysis reveals altered long-chain fatty acid metabolism in the host by Huanglongbing disease. Journal of agricultural and food chemistry, 66: 1296-1304.
Sumner, L. W., Mendes, P., and Dixon, R. A. 2003. Plant metabolomics: large-scale phytochemistry in the functional genomics era. Phytochemistry, 62: 817-836.
Svatos, A. (2011). Single-cell metabolomics comes of age: new developments in mass spectrometry profiling and imaging: ACS Publications.
Svatos, A. 2011. Single-cell metabolomics comes of age: new developments in mass spectrometry profiling and imagingACS Publications.
Tahir, A. 2014. Forecasting citrus exports in Pakistan. Pakistan Journal of Agricultural Research, 27.
Tang, N., Chen, N., Hu, N., Deng, W., Chen, Z., and Li, Z. 2018. Comparative metabolomics and transcriptomic profiling reveal the mechanism of fruit quality deterioration and the resistance of citrus fruit against Penicillium digitatum. Postharvest Biology and Technology, 145: 61-73.
Xu, T., Pi, Z., Liu, S., Song, F., and Liu, Z. 2017. Chemical Profiling Combined with “Omics” Technologies (CP‐Omics): a Strategy to Understand the Compatibility Mechanisms and Simplify Herb Formulas in Traditional Chinese Medicines. Phytochemical Analysis, 28: 381-391.
Zahid, A., Mukhtar, Z., Qamar, M. A., Shahid, S., Ali, S. K., Shariq, M., Islam, S. 2023. Synthesis of Mn-Doped ZnO Nanoparticles and Their Application in the Transesterification of Castor Oil. Catalysts, 13: 105.
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