The link between changing in host carbon allocation and resistance to Magnaporthe oryzae: a possible tactic for mitigating the rice blast fungus

References

• Tan J, Zhao H, Li J, Gong Y, Li X. The devastating rice blast airborne pathogen magnaporthe oryzae—a review on genes studied with mutant analysis. Pathogens. 2023;12(3):379. doi:10.3390/pathogens12030379.
   PubMed Web of Science ®Google Scholar
• Annegowda DC, Prasannakumar MK, Mahesh HB, Siddabasappa CB, Devanna P, Banakar SN, Manojkumar HB, Prasad SR. Rice blast disease in India: present status and future challenges. Integr Adv Rice Res. 2021;98847:157–9.
   Google Scholar
• Molinari C, Talbot NJ. A basic guide to the growth and manipulation of the blast fungus, magnaporthe oryzae. Curr Protoc. 2022;2(8):e523. doi:10.1002/cpz1.523.
   PubMedGoogle Scholar
• Devanna BN, Jain P, Solanke AU, Das A, Thakur S, Singh PK, Kumari M, Dubey H, Jaswal R, Pawar D. Understanding the dynamics of blast resistance in rice-magnaporthe oryzae interactions. J Fungi. 2022;8(6):584. doi:10.3390/jof8060584.
   Web of Science ®Google Scholar
• Huang J, Hartmann H, Ogaya R, Schöning I, Reichelt M, Gershenzon J, Peñuelas J. Hormone and carbohydrate regulation of defense secondary metabolites in a Mediterranean forest during drought. Environ Exp Bot. 2023;209:105298. doi:10.1016/j.envexpbot.2023.105298.
   Web of Science ®Google Scholar
• Zhang H, Zhao Y, Zhu J-K. Thriving under stress: how plants balance growth and the stress response. Dev Cell. 2020;55(5):529–543. doi:10.1016/j.devcel.2020.10.012.
   PubMed Web of Science ®Google Scholar
• Wang Y-J, Wu Q-S. Influence of sugar metabolism on the dialogue between arbuscular mycorrhizal fungi and plants. Hortic Adv. 2023;1(1):2. doi:10.1007/s44281-023-00001-8.
   Google Scholar
• Aluko OO, Li C, Wang Q, Liu H. Sucrose utilization for improved crop yields: A review article. Int J Mol Sci. 2021;22(9):4704. doi:10.3390/ijms22094704.
   PubMed Web of Science ®Google Scholar
• Jeandet P, Formela-Luboińska M, Labudda M, Morkunas I. The role of sugars in plant responses to stress and their regulatory function during development. Int J Mol Sci. 2022;23(9):5161. doi:10.3390/ijms23095161.
   PubMed Web of Science ®Google Scholar
• Singh P, Singh A, Choudhary KK. Revisiting the role of phenylpropanoids in plant defense against UV-B stress. Plant Stress. 2023;7:100143. doi:10.1016/j.stress.2023.100143.
   Google Scholar
• Piccini C, Cai G, Dias MC, Romi M, Longo R, Cantini C. UV-B radiation affects photosynthesis-related processes of two Italian (Olea europaea L.) varieties differently. Plants. 2020;9(12):1712–1721. doi:10.3390/plants9121712.
   Google Scholar
• Van de Staaij J, Rozema J, Van Beem A, Aerts R. Increased solar UV-B radiation may reduce infection by arbuscular mycorrhizal fungi (AMF) in dune grassland plants: evidence from five years of field exposure. Plant Ecol. 2001;154(1/2):169–177. doi:10.1023/A:1012975605995.
   Web of Science ®Google Scholar
• Mmbando GS, Ando S, Takahashi H, Hidema J. High ultraviolet ‑ B sensitivity due to lower CPD photolyase activity is needed for biotic stress response to the rice blast fungus, Magnaporthe Oryzae. Photochem Photobiol Sci. 2023;22(6):1309–1321. doi:10.1007/s43630-023-00379-4.
   PubMed Web of Science ®Google Scholar
• Mmbando GS. The recent relationship between ultraviolet-B radiation and biotic resistance in plants: a novel non-chemical strategy for managing biotic stresses. Plant Signal Behav. 2023;18(1):2191463. doi:10.1080/15592324.2023.2191463.
   PubMed Web of Science ®Google Scholar
• Cruz-Mireles N, Eisermann I, Garduño-Rosales M, Molinari C, Ryder LS, Tang B, Yan X, Talbot NJ. The biology of invasive growth by the rice blast fungus magnaporthe oryzae. Magnaporthe Oryzae Methods Protoc. 2021;2356:19–40.
   Google Scholar
• Zewdu Z. Rice blast biology and reaction of host to the disease. World News Nat Sci. 2021;39:11–21.
   Google Scholar
• Eseola AB, Ryder LS, Osés-Ruiz M, Findlay K, Yan X, Cruz-Mireles N, Molinari C, Garduño-Rosales M, Talbot NJ. Investigating the cell and developmental biology of plant infection by the rice blast fungus magnaporthe oryzae. Fungal Genet Biol. 2021;154:103562. doi:10.1016/j.fgb.2021.103562.
   PubMed Web of Science ®Google Scholar
• Younas MU, Wang G, Du H, Zhang Y, Ahmad I, Rajput N, Li M, Feng Z, Hu K, Khan NU. Approaches to reduce rice blast disease using knowledge from host resistance and pathogen pathogenicity. Int J Mol Sci. 2023;24(5):4985. doi:10.3390/ijms24054985.
   PubMed Web of Science ®Google Scholar
• Misman SN, Ab Razak MSF, Sobri NSA, Zakaria L. Virulence pattern of pyricularia oryzae pathotypes towards blast monogenic lines. Trop Life Sci Res. 2021;32(3):147. doi:10.21315/tlsr2021.32.3.8.
   PubMed Web of Science ®Google Scholar
• Misman SN, Ab Razak MSF, Sobri NSA, Zakaria L, Ravel S, Veillet F, Meusnier I, Padilla A, Kroj T, Cesari S. Adaptive evolution in virulence effectors of the rice blast fungus Pyricularia oryzae. PloS Pathog. 2023;19(9):e1011294. doi:10.1371/journal.ppat.1011294.
   PubMed Web of Science ®Google Scholar
• Valent B. The impact of blast disease: past, present, and future. Magnaporthe Oryzae Methods Protoc. 2021;2356:1–18.
   Google Scholar
• Jiang C-J, Liu X-L, Liu X-Q, Zhang H, Yu Y-J, Liang Z-W. Stunted growth caused by blast disease in rice seedlings is associated with changes in phytohormone signaling pathways. Front Plant Sci. 2017;8:1558. doi:10.3389/fpls.2017.01558.
   PubMed Web of Science ®Google Scholar
• Yang H, Luo P. Changes in photosynthesis could provide important insight into the interaction between wheat and fungal pathogens. Int J Mol Sci. 2021;22(16):8865. doi:10.3390/ijms22168865.
   PubMed Web of Science ®Google Scholar
• Szulczyk KR. Estimating the economic costs and mitigation of rice blast infecting the Malaysian paddy fields. SN Bus Econ. 2022;3(1):16. doi:10.1007/s43546-022-00389-x.
   Google Scholar
• Chen J, Sun M, Xiao G, Shi R, Zhao C, Zhang Q, Yang S, Xuan Y. Starving the enemy: how plant and microbe compete for sugar on the border. Front Plant Sci. 2023;14:14. doi:10.3389/fpls.2023.1230254.
   Web of Science ®Google Scholar
• Monson RK, Trowbridge AM, Lindroth RL, Lerdau MT. Coordinated resource allocation to plant growth–defense tradeoffs. New Phytol. 2022;233(3):1051–1066. doi:10.1111/nph.17773.
   PubMed Web of Science ®Google Scholar
• Gessler A, Grossiord C. Coordinating supply and demand. New Phytol. 2019;222(1):5–7. doi:10.1111/nph.15583.
   PubMed Web of Science ®Google Scholar
• Morkunas I, Ratajczak L. The role of sugar signaling in plant defense responses against fungal pathogens. Acta Physiol Plant. 2014;36(7):1607–1619. doi:10.1007/s11738-014-1559-z.
   Web of Science ®Google Scholar
• Chen D, Kamran M, Chen S, Xing J, Qu Z, Liu C, Ren Z, Cai X, Chen X, Xu J. Two nucleotide sugar transporters are important for cell wall integrity and full virulence of Magnaporthe oryzae. Mol Plant Pathol. 2023;24(4):374–390. doi:10.1111/mpp.13304.
   PubMed Web of Science ®Google Scholar
• He Y, Li X, Zhan F, Xie C, Zu Y, Li Y, Yue M. Resistance-related physiological response of rice leaves to the compound stress of enhanced UV-B radiation and magnaporthe oryzae. J Plant Interact. 2018;13(1):321–328. doi:10.1080/17429145.2018.1478007.
   Web of Science ®Google Scholar
• Tun W, Yoon J, KTX V, Cho L-H, Hoang TV, Peng X, Kim E-J, KTYS W, Lee S-W, Jung K-H. Sucrose preferentially promotes expression of OsWRKY7 and OsPR10a to enhance defense response to blast fungus in rice. Front Plant Sci. 2023;14:1117023. doi:10.3389/fpls.2023.1117023.
   PubMed Web of Science ®Google Scholar
• Duan G, Li C, Liu Y, Ma X, Luo Q, Yang J. Magnaporthe oryzae systemic defense trigger 1 (MoSDT1)-mediated metabolites regulate defense response in rice. BMC Plant Biol. 2021;21(1):1–12. doi:10.1186/s12870-020-02821-6.
   PubMed Web of Science ®Google Scholar
• Liu Y-H, Song Y-H, Ruan Y-L, Liesche J. Sugar conundrum in plant–pathogen interactions: roles of invertase and sugar transporters depend on pathosystems. J Exp Bot. 2022;73(7):1910–1925. doi:10.1093/jxb/erab562.
   PubMed Web of Science ®Google Scholar
• Fatima U, Senthil-Kumar M. Plant and pathogen nutrient acquisition strategies. Front Plant Sci. 2015;6:750. doi:10.3389/fpls.2015.00750.
   PubMed Web of Science ®Google Scholar
• Durand M, Mainson D, Porcheron B, Maurousset L, Lemoine R, Pourtau N. Carbon source–sink relationship in Arabidopsis thaliana: the role of sucrose transporters. Planta. 2018;247(3):587–611. doi:10.1007/s00425-017-2807-4.
   PubMed Web of Science ®Google Scholar
• Xu Q, Yin S, Ma Y, Song M, Song Y, Mu S, Li Y, Liu X, Ren Y, Gao C. Carbon export from leaves is controlled via ubiquitination and phosphorylation of sucrose transporter SUC2. Proc Natl Acad Sci. 2020;117(11):6223–6230. doi:10.1073/pnas.1912754117.
   PubMed Web of Science ®Google Scholar
• Chang T-G, Zhu X-G, Raines C. Source–sink interaction: a century old concept under the light of modern molecular systems biology. J Exp Bot. 2017;68(16):4417–4431. doi:10.1093/jxb/erx002.
   PubMed Web of Science ®Google Scholar
• Balasubramanian VK, Rivas-Ubach A, Winkler T, Mitchell H, Moran J, Ahkami AH. Modulation of polar auxin transport identifies the molecular determinants of source-sink carbon relationships and sink strength in poplar. bioRxiv. 2023;2:tpad073:2003–2023.
   Google Scholar
• Li Y-M, Forney C, Bondada B, Leng F, Xie Z-S. The molecular regulation of carbon sink strength in grapevine (Vitis vinifera L.). Front Plant Sci. 2021;11:606918. doi:10.3389/fpls.2020.606918.
   PubMed Web of Science ®Google Scholar
• Zepeda AC, Heuvelink E, Marcelis LFM, Hammer G. Carbon storage in plants: a buffer for temporal light and temperature fluctuations. In Silico Plants. 2023;5(1):diac020. doi:10.1093/insilicoplants/diac020.
   Google Scholar
• Li Y, Tu M, Feng Y, Wang W, Messing J. Common metabolic networks contribute to carbon sink strength of sorghum internodes: implications for bioenergy improvement. Biotechnol Biofuels. 2019;12(1):1–19. doi:10.1186/s13068-019-1612-7.
   PubMed Web of Science ®Google Scholar
• Holland BL, Monk NAM, Clayton RH, Osborne CP. A theoretical analysis of how plant growth is limited by carbon allocation strategies and respiration. In Silico Plants. 2019;1(1):diz004. doi:10.1093/insilicoplants/diz004.
   Google Scholar
• Zierer W, Rüscher D, Sonnewald U, Sonnewald S. Tuber and tuberous root development. Annu Rev Plant Biol. 2021;72(1):551–580. doi:10.1146/annurev-arplant-080720-084456.
   PubMedGoogle Scholar
• Hartmann H, Bahn M, Carbone M, Richardson AD. Plant carbon allocation in a changing world–challenges and progress: introduction to a virtual issue on carbon allocation. New Phytol. 2020;227(4):981–988. doi:10.1111/nph.16757.
   PubMed Web of Science ®Google Scholar
• Dewar RC, Ludlow AR, Dougherty PM. Environmental influences on carbon allocation in pines. Ecol Bull. 1994;43:92–101.
   Google Scholar
• Pottier D, Roitsch T, Persson S. Cell wall regulation by carbon allocation and sugar signaling. Cell Surf. 2023;9:100096. doi:10.1016/j.tcsw.2023.100096.
   PubMedGoogle Scholar
• Zhang S, Kan J, Liu X, Wu Y, Zhang M, Ou J, Wang J, An L, Li D, Wang L. Phytopathogenic bacteria utilize host glucose as a signal to stimulate virulence through LuxR homologues. Mol Plant Pathol. 2023;24(4):359–373. doi:10.1111/mpp.13302.
   PubMed Web of Science ®Google Scholar
• Hong Y, Cai R, Guo J, Zhong Z, Bao J, Wang Z, Chen X, Zhou J, Lu G. Carbon catabolite repressor MoCreA is required for the asexual development and pathogenicity of the rice blast fungus. Fungal Genet Biol. 2021;146:103496. doi:10.1016/j.fgb.2020.103496.
   PubMed Web of Science ®Google Scholar
• Bhatt DN, Ansari S, Kumar A, Ghosh S, Narula A, Datta A. Magnaporthe oryzae MoNdt80 is a transcriptional regulator of GlcNAc catabolic pathway involved in pathogenesis. Microbiol Res. 2020;239:126550. doi:10.1016/j.micres.2020.126550.
   PubMedGoogle Scholar
• Deng YZ, Naqvi NI. Metabolic basis of pathogenesis and host adaptation in rice blast. Annu Rev Microbiol. 2019;73(1):601–619. doi:10.1146/annurev-micro-020518-115810.
   PubMedGoogle Scholar
• Ma J, Morel J-B, Riemann M, Nick P. Jasmonic acid contributes to rice resistance against Magnaporthe oryzae. BMC Plant Biol. 2022;22(1):601. doi:10.1186/s12870-022-03948-4.
   PubMed Web of Science ®Google Scholar
• Elhamouly NA, Hewedy OA, Zaitoon A, Miraples A, Elshorbagy OT, Hussien S, El-Tahan A, Peng D. The hidden power of secondary metabolites in plant-fungi interactions and sustainable phytoremediation. Front Plant Sci. 2022;13:1044896. doi:10.3389/fpls.2022.1044896.
   PubMed Web of Science ®Google Scholar
• Breia R, Conde A, Badim H, Fortes AM, Gerós H, Granell A. Plant SWEETs: from sugar transport to plant–pathogen interaction and more unexpected physiological roles. Plant Physiol. 2021;186(2):836–852. doi:10.1093/plphys/kiab127.
   PubMed Web of Science ®Google Scholar
• Ninkuu V, Yan J, Zhang L, Fu Z, Yang T, Li S, Li B, Duan J, Ren J, Li G. Hrip1 mediates rice cell wall fortification and phytoalexins elicitation to confer immunity against magnaporthe oryzae. Front Plant Sci. 2022;13:980821. doi:10.3389/fpls.2022.980821.
   PubMed Web of Science ®Google Scholar
• Wan J, He M, Hou Q, Zou L, Yang Y, Wei Y, Chen X. Cell wall associated immunity in plants. Stress Biol. 2021;1(1):3. doi:10.1007/s44154-021-00003-4.
   PubMedGoogle Scholar
• Li W, Wang K, Chern M, Liu Y, Zhu Z, Liu J, Zhu X, Yin J, Ran L, Xiong J. Sclerenchyma cell thickening through enhanced lignification induced by OsMYB30 prevents fungal penetration of rice leaves. New Phytol. 2020;226(6):1850–1863. doi:10.1111/nph.16505.
   PubMed Web of Science ®Google Scholar
• Jing W, Uddin S, Chakraborty R, Van Anh DT, Macoy DM, Park SO, Ryu GR, Kim YH, Cha J, Kim W-Y. Molecular characterization of HEXOKINASE1 in plant innate immunity. Appl Biol Chem. 2020;63(1):1–10. doi:10.1186/s13765-020-00560-8.
   Web of Science ®Google Scholar
• Huai B, Yuan P, Ma X, Zhang X, Jiang L, Zheng P, Yao M, Chen Z, Chen L, Shen Q. Sugar transporter TaSTP3 activation by TaWRKY19/61/82 enhances stripe rust susceptibility in wheat. New Phytol. 2022;236(1):266–282. doi:10.1111/nph.18331.
   PubMed Web of Science ®Google Scholar
• Prescott CE, Grayston SJ, Helmisaari H-S, Kaštovská E, Körner C, Lambers H, Meier IC, Millard P, Ostonen I. Surplus carbon drives allocation and plant–soil interactions. Trends Ecol Evol. 2020;35(12):1110–1118. doi:10.1016/j.tree.2020.08.007.
   PubMed Web of Science ®Google Scholar
• Kelly C, Haddix ML, Byrne PF, Cotrufo MF, Schipanski M, Kallenbach CM, Wallenstein MD, Fonte SJ. Divergent belowground carbon allocation patterns of winter wheat shape rhizosphere microbial communities and nitrogen cycling activities. Soil Biol Biochem. 2022;165:108518. doi:10.1016/j.soilbio.2021.108518.
   Web of Science ®Google Scholar
• Zhou Y, Yao Q, Zhu H. Soil organic carbon attenuates the influence of plants on root-associated bacterial community. Front Microbiol. 2020;11:594890. doi:10.3389/fmicb.2020.594890.
   PubMed Web of Science ®Google Scholar
• Lahari Z, van Boerdonk S, Omoboye OO, Reichelt M, Höfte M, Gershenzon J, Gheysen G, Ullah C. Strigolactone deficiency induces jasmonate, sugar and flavonoid phytoalexin accumulation enhancing rice defense against the blast fungus pyricularia oryzae. New Phytol. 2024;241(2):827–844. doi:10.1111/nph.19354.
   PubMed Web of Science ®Google Scholar
• Lemoine R, La Camera S, Atanassova R, Dédaldéchamp F, Allario T, Pourtau N, Bonnemain J-L, Laloi M, Coutos-Thévenot P, Maurousset L. et al. Source-to-sink transport of sugar and regulation by environmental factors. Front Plant Sci. 2013;4:272. doi:10.3389/fpls.2013.00272.
   PubMed Web of Science ®Google Scholar
• Yang X, Jiang Y, Xue F, Ding X, Cui M, Dong M, Kang M. Effects of environmental factors on the nonstructural carbohydrates in Larix principis-rupprechtii. Forests. 2023;14(2):345. doi:10.3390/f14020345.
   Web of Science ®Google Scholar
• Siddiqui H, Sami F, Hayat S. Glucose: sweet or bitter effects in plants-a review on current and future perspective. Carbohydr Res. 2020;487:107884. doi:10.1016/j.carres.2019.107884.
   PubMed Web of Science ®Google Scholar
• Wang Q, Huang Z, Khan IA, Li Y, Wang J, Wang J, Liu X-H, Lin F, Lu J. Key transcription factors required for outburst of rice blast disease in magnaporthe oryzae. Phytopathol Res. 2024;6(1):1–22. doi:10.1186/s42483-024-00225-0.
   Google Scholar
• Fernandez J, Wright JD, Hartline D, Quispe CF, Madayiputhiya N, Wilson RA, Hynes M. Principles of carbon catabolite repression in the rice blast fungus: Tps1, Nmr1-3, and a MATE–Family Pump regulate glucose metabolism during Infection. PloS Genet. 2012;8(5):e1002673. doi:10.1371/journal.pgen.1002673.
   PubMed Web of Science ®Google Scholar
• Kou Y, He Y, Qiu J, Shu Y, Yang F, Deng YZ, Naqvi NI. Mitochondrial dynamics and mitophagy are necessary for proper invasive growth in rice blast. Mol Plant Pathol. 2019;20(8):1147–1162. doi:10.1111/mpp.12822.
   PubMed Web of Science ®Google Scholar
• Schultz JC, Appel HM, Ferrieri AP, Arnold TM. Flexible resource allocation during plant defense responses. Front Plant Sci. 2013;4:324. doi:10.3389/fpls.2013.00324.
   PubMed Web of Science ®Google Scholar
• Dominguez PG, Donev E, Derba‐Maceluch M, Bünder A, Hedenström M, Tomášková I, Mellerowicz EJ, Niittylä T. Sucrose synthase determines carbon allocation in developing wood and alters carbon flow at the whole tree level in aspen. New Phytol. 2021;229(1):186–198. doi:10.1111/nph.16721.
   PubMed Web of Science ®Google Scholar
• Xie W, Hodge A, Hao Z, Fu W, Guo L, Zhang X, Chen B. Increased carbon partitioning to secondary metabolites under phosphorus deficiency in Glycyrrhiza uralensis Fisch. Is modulated by plant growth stage and arbuscular mycorrhizal symbiosis. Front Plant Sci. 2022;13:876192. doi:10.3389/fpls.2022.876192.
   PubMed Web of Science ®Google Scholar
• Chowdhary V, Alooparampil S, Pandya RV, Tank JG. Physiological function of phenolic compounds in plant defense system. Phenolic Compd Synth Divers Non-Conventional Ind Pharm Ther Appl. 2021.
   Google Scholar
• Yadav UP, Ayre BG, Bush DR. Transgenic approaches to altering carbon and nitrogen partitioning in whole plants: assessing the potential to improve crop yields and nutritional quality. Front Plant Sci. 2015;6:275. doi:10.3389/fpls.2015.00275.
   PubMed Web of Science ®Google Scholar
• Muhie SH. Optimization of photosynthesis for sustainable crop production. CABI Agric Biosci. 2022;3(1):1–8. doi:10.1186/s43170-022-00117-3.
   Google Scholar
• Chiewchankaset P, Thaiprasit J, Kalapanulak S, Wojciechowski T, Boonjing P, Saithong T. Effective metabolic carbon utilization and shoot-to-root partitioning modulate distinctive yield in high yielding cassava variety. Front Plant Sci. 2022;13:832304. doi:10.3389/fpls.2022.832304.
   PubMed Web of Science ®Google Scholar
• Sishodia RP, Ray RL, Singh SK. Applications of remote sensing in precision agriculture: a review. Remote Sens. 2020;12(19):3136. doi:10.3390/rs12193136.
   Google Scholar
• Balafoutis A, Beck B, Fountas S, Vangeyte J, Van der Wal T, Soto I, Gómez-Barbero M, Barnes A, Eory V. Precision agriculture technologies positively contributing to GHG emissions mitigation, farm productivity and economics. Sustainability. 2017;9(8):1339. doi:10.3390/su9081339.
   Web of Science ®Google Scholar
• Javaid M, Haleem A, Khan IH, Suman R. Understanding the potential applications of artificial intelligence in agriculture sector. Adv Agrochem. 2023;2(1):15–30. doi:10.1016/j.aac.2022.10.001.
   Google Scholar
• Koné Y, Alves E, da Silveira PR, Cruz-Magalhães V, Botelho FBS, Ferreira AN, Guimarães SDS, de Medeiros FHV, FHV DM. Microscopic and molecular studies in the biological control of rice blast caused by pyricularia oryzae with Bacillus sp. BMH under greenhouse conditions. Biol Control. 2022;172:104983. doi:10.1016/j.biocontrol.2022.104983.
   Web of Science ®Google Scholar
• Chakraborty M, Mahmud NU, Ullah C, Rahman M, Islam T. Biological and biorational management of blast diseases in cereals caused by magnaporthe oryzae. Crit Rev Biotechnol. 2021;41(7):994–1022. doi:10.1080/07388551.2021.1898325.
   PubMed Web of Science ®Google Scholar
• Singh SK, Wu X, Shao C, Zhang H. Microbial enhancement of plant nutrient acquisition. Stress Biol. 2022;2(1):1–14. doi:10.1007/s44154-021-00027-w.
   PubMedGoogle Scholar
• Koza NA, Adedayo AA, Babalola OO, Kappo AP. Microorganisms in plant growth and development: roles in abiotic stress tolerance and secondary metabolites secretion. Microorganisms. 2022;10(8):1528. doi:10.3390/microorganisms10081528.
   PubMed Web of Science ®Google Scholar
• Chou C, Castilla N, Hadi B, Tanaka T, Chiba S, Sato I. Rice blast management in Cambodian rice fields using Trichoderma harzianum and a resistant variety. Crop Prot. 2020;135:104864. doi:10.1016/j.cropro.2019.104864.
   Web of Science ®Google Scholar
• Nascimento VD, Arf O, Alves MC, de Souza EJ, Da Silva PRT, Kaneko FH, Teixeira Filho MCM, Jalal A, Oliveira CDS, Sabundjian MT. et al. Cover crops and mechanical scarification in the yield and industrial quality of upland rice. Front Environ Sci. 2022;10:895993. doi:10.3389/fenvs.2022.895993.
   Web of Science ®Google Scholar
• Meirelles FC, Cavalcante AG, Gonzaga AR, Filla VA, Roms RZ, Coelho AP, Arf O, Lemos LB. Upland rice intercropped with green manures and its impact on the succession with common bean. J Agric Sci. 2021;159(9–10):658–667. doi:10.1017/S0021859621000940.
   Web of Science ®Google Scholar
• Stratton CA, Ray S, Bradley BA, Kaye JP, Ali JG, Murrell EG. Nutrition vs association: plant defenses are altered by arbuscular mycorrhizal fungi association not by nutritional provisioning alone. BMC Plant Biol. 2022;22(1):1–10. doi:10.1186/s12870-022-03795-3.
   PubMed Web of Science ®Google Scholar
• Tripathi R, Tewari R, Singh KP, Keswani C, Minkina T, Srivastava AK, De Corato U, Sansinenea E. Plant mineral nutrition and disease resistance: a significant linkage for sustainable crop protection. Front Plant Sci. 2022;13:3116. doi:10.3389/fpls.2022.883970.
   Web of Science ®Google Scholar
• Gupta N, Debnath S, Sharma S, Sharma P, Purohit J. Role of nutrients in controlling the plant diseases in sustainable agriculture. Agric Important Microbes Sustain Agric Vol 2 Appl Crop Prod Prot. 2017;217–262.
   Google Scholar
• Van Laere J, Willemen A, De Bauw P, Hood‐Nowotny R, Merckx R, Dercon G. Carbon allocation in cassava is affected by water deficit and potassium application – a 13 C-CO 2 pulse labelling assessment. Rapid Commun Mass Spectrom. 2023;37(2):e9426. doi:10.1002/rcm.9426.
   PubMed Web of Science ®Google Scholar
• Atere CT, Ge T, Zhu Z, Wei L, Zhou P, He X, Kuzyakov Y, Wu J, Lupwayi N. Carbon allocation and fate in paddy soil depending on phosphorus fertilization and water management: results of 13C continuous labelling of rice. Can J Soil Sci. 2018;98(3):469–483. doi:10.1139/cjss-2018-0008.
   Web of Science ®Google Scholar
• Li Z, Lai Q, Bao Y, Sude B, Bao Z, Liu X. Carbon allocation to leaves and its controlling factors and impacts on gross primary productivity in forest ecosystems of Northeast China. Forests. 2024;15(1):129. doi:10.3390/f15010129.
   Web of Science ®Google Scholar
• Sugan SK, Simon R. Analyzing real time farming using internet of things in agriculture. International Conference on Sustainable Development through Machine Learning, AI and IoT; Switzerland. Springer. 2023. p. 204–215.
   Google Scholar
• Mathew I, Shimelis H, Mutema M, Clulow A, Zengeni R, Mbava N, Chaplot V. Selection of wheat genotypes for biomass allocation to improve drought tolerance and carbon sequestration into soils. J Agron Crop Sci. 2019;205(4):385–400. doi:10.1111/jac.12332.
   Web of Science ®Google Scholar
• Boatwright JL, Sapkota S, Myers M, Kumar N, Cox A, Jordan KE, Kresovich S. Dissecting the genetic architecture of carbon partitioning in sorghum using multiscale phenotypes. Front Plant Sci. 2022;13:790005. doi:10.3389/fpls.2022.790005.
   PubMed Web of Science ®Google Scholar
• Rizi MS, Mohammadi M. Breeding crops for enhanced roots to mitigate against climate change without compromising yield. Rhizosphere. 2023;26:100702. doi:10.1016/j.rhisph.2023.100702.
   Web of Science ®Google Scholar
• Dingkuhn M, Luquet D, Fabre D, Muller B, Yin X, Paul MJ. The case for improving crop carbon sink strength or plasticity for a CO2-rich future. Curr Opin Plant Biol. 2020;56:259–272. doi:10.1016/j.pbi.2020.05.012.
   PubMed Web of Science ®Google Scholar
• Suganami M, Suzuki Y, Tazoe Y, Yamori W, Makino A. Co-overproducing rubisco and rubisco activase enhances photosynthesis in the optimal temperature range in rice. Plant Physiol. 2021;185:108–119. doi:10.1093/plphys/kiaa026.
   PubMed Web of Science ®Google Scholar
• Qu W, Robert CAM, Erb M, Hibbard BE, Paven M, Gleede T, Riehl B, Kersting L, Cankaya AS, Kunert AT. Dynamic precision phenotyping reveals mechanism of crop tolerance to root herbivory. Plant Physiol. 2016;172:776–788. doi:10.1104/pp.16.00735.
   PubMed Web of Science ®Google Scholar
• Nerva L, Sandrini M, Moffa L, Velasco R, Balestrini R, Chitarra W. Breeding toward improved ecological plant–microbiome interactions. Trends Plant Sci. 2022;27(11):1134–1143. doi:10.1016/j.tplants.2022.06.004.
   PubMed Web of Science ®Google Scholar
• Liang X-G, Gao Z, Fu X-X, Chen X-M, Shen S, Zhou S-L. Coordination of carbon assimilation, allocation, and utilization for systemic improvement of cereal yield. Front Plant Sci. 2023;14:14. doi:10.3389/fpls.2023.1206829.
   Web of Science ®Google Scholar
• Ceballos-Núñez V, Müller M, Sierra CA. Towards better representations of carbon allocation in vegetation: a conceptual framework and mathematical tool. Theor Ecol. 2020;13(3):317–332. doi:10.1007/s12080-020-00455-w.
   Web of Science ®Google Scholar
• Bohnert S, Antelo L, Grünewald C, Yemelin A, Andresen K, Jacob S. Rapid adaptation of signaling networks in the fungal pathogen magnaporthe oryzae. BMC Genomics. 2019;20(1):1–16. doi:10.1186/s12864-019-6113-3.
   PubMed Web of Science ®Google Scholar
• Wang Q, Li J, Lu L, He C, Li C. Novel variation and evolution of AvrPiz-t of magnaporthe oryzae in field isolates. Front Genet. 2020;11:746. doi:10.3389/fgene.2020.00746.
   PubMed Web of Science ®Google Scholar
• Umaña MN, Cao M, Lin L, Swenson NG, Zhang C, Liu X. Trade‐offs in above‐and below‐ground biomass allocation influencing seedling growth in a tropical forest. J Ecol. 2021;109(3):1184–1193. doi:10.1111/1365-2745.13543.
   Web of Science ®Google Scholar
• Blumstein M, Sala A, Weston DJ, Holbrook NM, Hopkins R. Plant carbohydrate storage: intra‐and inter‐specific trade‐offs reveal a major life history trait. New Phytol. 2022;235(6):2211–2222. doi:10.1111/nph.18213.
   PubMed Web of Science ®Google Scholar
• Russo SE, Ledder G, Muller EB, Nisbet RM, Hultine K. Dynamic energy budget models: fertile ground for understanding resource allocation in plants in a changing world. Conserv Physiol. 2022;10(1):coac061. doi:10.1093/conphys/coac061.
   PubMed Web of Science ®Google Scholar
• Mmbando GS. Omics: a new, promising technologies for boosting crop yield and stress resilience in African agriculture. Plant Stress. 2024;100366. doi:10.1016/j.stress.2024.100366.
   Google Scholar
• Meng F, Hong S, Wang J, Chen A, Zhang Y, Zhang Y, Janssens IA, Mao J, Myneni RB, Peñuelas J. Climate change increases carbon allocation to leaves in early leaf green‐up. Ecol Lett. 2023;26(5):816–826. doi:10.1111/ele.14205.
   PubMed Web of Science ®Google Scholar