No retraction, correction or concern found when last checked on Oct 22, 2026.
GOLDEN 2-LIKE Transcription Factors of Plants
Min Chen, Meiling Ji, Binbin Wen and 5 more
Frontiers in Plant Science · 2016 · Review
Abstract
Golden2-like (GLK) transcription factors are members of the GARP family of Myb transcription factors with an established relationship to chloroplast development in the plant kingdom. In the last century, Golden2 was proposed as a second golden producing factor and identified as controlling cellular differentiation in maize leaves. Then, GLKs were also found to play roles in disease defense and their function is conserved in regulating chloroplast development. Recently, research on GLKs has rapidly increased and shown that GLKs control chloroplast development in green and non-green tissues. Moreover, links between phytohormones and GLKs were verified. In this mini-review, we summarize the history, conservation, function, potential targets and degradation of GLKs.
Full text
From PubMed Central, U.S. National Library of Medicine, as current on Oct 22, 2026. Paragraph numbers are ours, so an answer can point at one.
Introduction
In plants, the development of functional chloroplasts is dependent on tight co-ordination between chloroplast and nuclear genomes. Previous studies estimated that almost 3000 nuclear-encoded proteins are located in the chloroplast. In the nuclear genome, Golden2-like (GLK) transcription factors have been shown to be involved in the related expression of nuclear chloroplast-localized proteins and photosynthesis-related genes in maize (Zea mays), the moss Physcomitrella patens and Arabidopsis thaliana. The name, Golden2, follows nomenclature used for the first golden producing factor, golden1, found in maize by.
History
Golden2 was named in maize almost 90 years ago and subsequently researchers found many Golden2-like (GLK) genes in Arabidopsis, rice (Oryza sativa), moss (P. patens), pepper (Capsicum annuum) and tomato (Solanum lycopersicum;;;; ). Then, Golden2, with TEA DNA-binding domains, was shown to encode a 2.2-kb transcript mainly in maize leaves. In addition, Golden2 plays a critical role in cellular differentiation; and GLK expression in maize, rice and Arabidopsis is regulated by light, while GLKs in Brassica spp. are induced by cold stress. Subsequently, Golden2 was classified into the GARP family, named by. In most characterized plant genomes, including Arabidopsis, maize, rice, sorghum (Sorghum bicolor), and P. patens (i.e., from bryophytes to angiosperms), GLK genes exist as pairs.
Evolution and Conservation of GLKs in Diverse Plants
Land plants have 1–4 GLKs but no GLKs have been found in sequenced algal genomes. also demonstrated that the ancestral state of flowering plants was a single GLK gene and that gene duplication occurred in specific species. P. patens contains two GLKs due to a recent genome duplication within this species. In the C4 plants, maize, and sorghum, GLK1 and GLK2 are expressed in bundle sheath (BS) and mesophyll (M) cells, respectively, associated with chloroplast dimorphism. However, in Cleome gynandra, another C4 plant, CgGLK1 and CgGLK2 are both expressed in BS and M cells and expression is higher in M cells. Of the identified C4 plants, compartmentalization of GLK function is not necessary in the development of chloroplast. Although the function of GLKs is conserved, there has been specialization of the GLK pathway. During the evolution from P. patens to Arabidopsis, the upstream and downstream targets of GLKs may have diverged.
GLK genes contain two highly conserved domains: a C terminal GCT-box which is specific to GLK genes and a DNA-binding domain (DBD) at the C terminal. The AREAEAA hexapeptide sequence at the DBD is highly conserved among the GARP family. This DBD occurs in green algae and land plants, whereas GCT-box is found only in land plants.
Cellular Differentiation
In all C4 plants, there is differentiation of three photosynthetic cell-types in leaf blades: C4 BS and C4 and C3 M cells. In maize, G2 and ZmGLK1 transcripts accumulate primarily in C4 tissues. In the C3 model plant rice and Arabidopsis, the GLKs act redundantly in promoting photosynthetic development. Therefore, these studies provide support for the idea that GLKs not only control cell-type differentiation processes but also play crucial roles in chloroplast development.
Chloroplast Development
GLKs play pivotal roles in regulating chloroplast development in diverse plant species. Although the function of GLKs is conserved, different genetic mechanisms may operate upstream and downstream of GLK function in diverse species. Chloroplast development is an essential process in all plant cells and three types of chloroplasts exist in C4 plants. In one of the earliest studies, the size of chloroplasts and the numbers of thylakoid lamellae in g2 mutants were both smaller than in wild type.
GLKs are potent positive regulators of chloroplast development in the plant kingdom. It has been verified that GLK1 is expressed mainly in leaves, while GLK2 is predominant in fruit. In Arabidopsis, AtGLK1 AtGLK2 mutants have pale-green photosynthetic tissues, lower levels of LHCB6 (a light harvesting chlorophyll a/b binding protein) transcripts and an earlier flowering phenotype. There is a similar pale silique phenotype for AtGLK2 and AtGLK1 AtGLK2 mutants. Overexpression of either AtGLK1 or AtGLK2 in the double mutants led to completely restored levels of leaf chlorophyll (Chl) and LHCB6 transcripts and the time to flowering in a cell-autonomous manner. identified genomes uncoupled (gun) mutants as GLK overexpressors. In addition, galactolipid-synthesis genes which affect biogenesis of thylakoid membranes are also regulated by GLKs during leaf development. In tomato, both SlGLK1 and SlGLK2 are expressed in leaves, whereas only SlGLK2 is expressed in fruit and is predominantly expressed in the green shoulder of fruit of the U phenotype. This green shoulder is lost in the uniform ripening (u) mutant which was bred for evenly ripened fruit. It was demonstrated that SlGLK2 influences photosynthesis and the chloroplast developmental gradient in immature fruit. This conclusion was further verified by a promoter expressed later in fruit development. Furthermore, SlGLK2 expression is partially controlled by light. Co-suppression of SlGLK1 only resulted in pale-green leaves but showed no notable differences in fruit, while co-suppression of SlGLK2 mimicked the u mutant. Overexpression of SlGLK2 and SlGLK1 resulted in uniformly darker green unripe fruit and enhanced nutritional quality in ripe fruit. However, overexpression of GLK1 and GLK2 do not affect overall ripening regulation according to RNA-seq analysis, showing that the GLKs have no impact on general ripening control systems. In pepper, the role of CaGLK2 in regulating fruit development, and CaGLK2 expression throughout the entire fruit, has been studied. Furthermore, the KNOTTED1-LIKE HOMEOBOX (KNOX) genes act upstream of SlGLK2, implying that a regulatory mechanism of chloroplast development exists in fruit. All these suggest that GLK1 and GLK2 have functional equivalence and are tissue-specific. Interestingly, the tissue-specificity of SlGLK1 was demonstrated relating to the different Histone 3 Lysine 4 trimethylation (H3K4me3) levels in the promoter region of SlGLK1, whereas the equivalent SlGLK2 locus was not detected.
Plant roots are generally non-green and heterotrophic organs. Roots of some epiphytic plants are green and perform active photosynthesis; however, in most cases, the plants still depend on aerial leaves for energy. The auxin signaling pathway was shown to be involved in regulating chloroplast development through GLKs in fruit and also in roots. The expressions of GLK1 and GLK2 are much lower in roots than in leaves. Overexpression of GLKs not only results in derepressing chloroplast development but also triggers ectopic development of chloroplasts in roots. Although GLK overexpression (GLKOX) can enhance chloroplast development and induce chloroplast division, other plastids including amyloplasts were not affected in GLK1OX roots. Moreover, carbon dioxide fixation and phototrophic performance of GLKOX roots increased, implying that root photosynthesis may influence the effective carbon utilization in plants. In GLK1OX and GLK2OX roots, DGD1 was obviously up-regulated together with CHLH, which both encode key enzymes of digalactosyldiacylglycerol synthesis. also reported that genes involved in fatty acid desaturation were upregulated in GLK1OX roots.
Biotic Stress
The role of GLKs in disease defense is indicated in several studies of Arabidopsis. The Arabidopsis genome contains two GLKs of the GARP family: AtGLK1 and AtGLK2. AtGLK1OX in Arabidopsis leads to significant up-regulation of genes related to the defense and salicylic acid (SA) signaling pathway, whereas, PR1 (an indicator of systemic acquired resistance activation) was down-regulated. Compared with wild type, AtGLK1OX plants exhibited stronger resistance to Fusarium graminearum and more susceptibility to the virulent oomycete pathogen Hyaloperonospora arabidopsidis (Hpa) Noco2. Taken together, these observations confirmed that the AtGLK1 not only regulates disease defense-related genes, but also plays different roles when various pathogens challenge AtGLK1OX Arabidopsis. Following pretreatment with SA, a method used to induce resistance against Hpa Noco2, 35S:AtGLK1 plants showed only marginally enhanced resistance to Hpa Noco2. The GLK1 GLK2 double-mutant displayed strong resistance to Hpa Noco2. This phenomenon was partially influenced by SA accumulation, and not mediated through NONEXPRESSOR OF PATHOGENESIS-RELATED 1. Pretreatment with SA can marginally reduce resistance in GLK1 GLK2 plants. In all tested mutants, the SA signaling pathway is functional but does not provide resistance to Hpa Noco2. In addition, both the activation of the SA pathway and suppression of the jasmonic acid (JA) pathway are alternatives for resistance to Hpa Noco2. Mutants pretreated with JA, the response of JA-treated mutants suggesting that the susceptible Arabidopsis to Hpa Noco2 requires integration of GLKs and JA signaling. However, AtGLK1-facilitated resistance to Botrytis cinerea is independent of JA signaling. In rice, OsGLK1 may play a role in resistance to pathogen invasion. Recent studies have indicated that AtGLKs also played a positive role in the tolerance to Cucumber mosaic virus.
In addition, identified that GLKs affect ozone tolerance via controlling stomatal movement. The chimeric repressors for GLK1 and GLK2 (GLK1/2-SRDX) and GLK1/2 overexpression (35S:GLK1/2) were used and the researchers found that GLK1/2-SRDX showed remarkable tolerance to ozone with no defects in M chloroplasts, while 35S:GLK1/2 was hypersensitive to ozone. In addition, GLKs also affect stomatal aperture and expression of genes controlling movement of stomata and of potassium ions.
Senescence
Previous studies have shown that both photosynthesis and Chl contents decline in senescent leaves. GLKs participate in the regulation of leaf senescence. It was identified that ATAF1 regulates senescence through GLK1 and ORE1. verified that ORE1 and GLK proteins can specifically interact and form GLK1–ORE1 heteromers to repress expression of GLK target genes. Interestingly, micro164 is abundant in developing leaves and decreases during leaves senescence, and can repress ORE1 expression. Determining whether micro164 controls GLKs will require further study. GLK2 as the target gene of PIF4 (phytochrome-interacting factor 4) was significantly repressed by PIF4; and GLK1, a target gene of BZR1 and PIF4, was proposed to be regulated by them synergistically. demonstrated that PIF4 could repress GLK2 expression and trigger senescence. Compared with wild type, 35S:GLK1 and 35S:GLK2 overexpressors showed delayed senescence, while GLK1 and GLK2 single mutants showed little change in their senescence behavior.
GLKs and Phytohormones
Phytohormones play adjustment roles in plant growth and development. In several studies, phytohormones including auxin and brassinosteroids have been implicated in tomato fruit chloroplast development and correlated with increased SlGLK expression. In rice, OsGLK1 regulates chloroplast development, which is also controlled by light and phytohormones, and OsGLK1 plays roles in the late steps of Chl biosynthesis. Previous study identified that down-regulation of DR12/SlARF4 in tomato may be related to the dark-green fruit phenotype. In SlARF4-silenced lines, the expression of SlGLK1 and SlGLK2 is elevated, indicating that SlARF4 negatively regulates expression of SlGLK1 and SlGLK2. Several observations indicate that the relationship of DDB1 and GLK2 has an additive effect. The bes1-D seedlings are pale green and have a striking reduction in Chl. Subsequently, identified that BES1 acts to repress expression of GLK1 and GLK2, thereby adversely affecting chloroplast function. Whether BES1 controls GLK1 and GLK2 expression through PIL6 will be interesting to determine.
Potential Targets of GLKs
Their primary target genes are light harvesting and Chl biosynthesis genes. GLKs directly bind to the promoters of target genes and act as transcriptional activators. GLKs interact with proline-rich regions of G-box-binding bZIP factors in Arabidopsis. The G-box of light-regulated promoters is important for plastid retrograde signaling and GLKs are found to act downstream of the pathway. In addition, K+ CHANNEL IN ARABIDOPSIS THALIANA1 (KAT1) may be a direct target of GLKs. Except their primary target genes are up-regulated in GLKsOX, so does GLK-non-targeted genes associated with chloroplast development.
Ubiquitin-Conjugated Degradation of GLK Transcription Factors
Levels of proteins such as SlGLK2 are negatively regulated by ubiquitin–proteasome system (UPS)-mediated proteolysis in eukaryotes. In tomato, demonstrated that GLK2 associates with the CUL4–DDB1–DET1 E3 complex using co-immunoprecipitation and bimolecular fluorescence complementation. Two lysine residues (K11 and K253) of the GLK2 protein play an important role in the ubiquitin-mediated degradation of GLK2.
Conclusion and Perspectives
GLKs are members of the GARP family, conserved proteins that originated in bryophytes. Since the first isolation of G2 in 1927, GLKs have been identified in many plants. Their best described role is chloroplast development, although they also participate in disease defense and senescence. Summarizing the history, conservation, function, and degradation of the GLK proteins, shows that little is known about the structure of GLKs or GLKs in perennial plants, and this area requires more study. Overall, GLKs, as part of chloroplast and nuclear genomes, control the development of chloroplasts, and determine the capacity for photosynthesis. Manipulating the expression patterns of GLKs may provide an opportunity to increase production and quality traits in many species.
Author Contributions
MC, LL and DG designed the article. MC, MJ, BW, LiL, SL, XC wrote the manuscript and DG, LL revised the intellectual content of this manuscript. All authors read and approved the final manuscript.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References 49
- 1.
- 2.
Aschan G. Pfanz H. (2003 ). Non-foliar photosynthesis-a strategy of additional carbon acquisition. Flora 198 81–97.
Not in our library10.1078/0367-2530-00080
- 3.
Brand A. Borovsky Y. Hill T. Rahman K. A. A. Bellalou A. Deynze A. V. (2014 ). CaGLK2 regulates natural variation of chlorophyll content and fruit color in pepper fruit. Theor. Appl. Genet. 127 2139–2148.
Not in our library10.1007/s00122-014-2367-y
- 4.
Bravo-Garcia A. Yasumura Y. Langdale J. A. (2009 ). Specialization of the Golden2-like regulatory pathway during land plant evolution. New Phytol. 183 133–141.
Not in our library10.1111/j.1469-8137.2009.02829.x
- 5.
Cheng L. Lai K. (2013 ). Golden2- like (GLK2) Transcription Factor: Developmental Control of Tomato Fruit Photosynthesis and Its Contribution to Ripe Fruit Characteristics. M.S. thesis, University of California Davis, CA.
Not in our library
- 6.
Clarke J. D. Liu Y. Klessig D. F. Dong X. (1998 ). Uncoupling PR gene expression from NPR1 and bacterial resistance: characterization of the dominant Arabidopsis cpr6-1 mutant. Plant Cell 10 557–569.
Not in our library10.1105/tpc.10.4.557
- 7.
Fitter D. W. Martin D. J. Copley M. J. Scotland R. W. Langdale J. A. (2002 ). GLK gene pairs regulate chloroplast development in diverse plant species. Plant J. 31 713–727.
Not in our library10.1046/j.1365-313x.2002.01390.x
- 8.
Hall L. N. Rossini L. Cribb L. Langdale J. A. (1998 ). Golden 2: a novel transcriptional regulator of cellular differentiation in the maize leaf. Plant Cell 10 925–936.
Not in our library10.1105/tpc.10.6.925
- 9.
Han X. Y. Li P. X. Zou L. J. Tan W. R. Zheng T. Zhang D. W. (2016 ). GOLDEN2-LIKE transcription factors coordinate the tolerance to Cucumber mosaic virus, in Arabidopsis. Biochem. Biophys. Res. Commun. 477 626–632.
Not in our library10.1016/j.bbrc.2016.06.110
- 10.
Hosoda K. Imamura A. Katoh E. Hatta T. Tachiki M. Yamada H. (2002 ). Molecular structure of the GARP family of plant Myb-related DNA binding motifs of the Arabidopsis response regulators. Plant Cell 14 2015–2029.
Not in our library10.1105/tpc.002733
- 11.
Jenkins M. T. (1926 ). A second gene producing golden plant color in maize. Am. Nat. 60 484–488.
Not in our library10.1086/280119
- 12.
Jhadeswar M. Michael W. Ghislaine A. Radhey P. Darrell D. Jas S. (2014 ). Arabidopsis GOLDEN2-LIKE (GLK) transcription factors activate jasmonic acid (JA)-dependent disease susceptibility to the biotrophic pathogen Hyaloperonospora arabidopsidis, as well as JA-independent plant immunity against the necrotrophic pathogen Botrytis cinerea. Mol. Plant Pathol. 15 174–184.
Not in our library10.1111/mpp.12077
- 13.
Jones B. Frasse P. Olmos E. Zegzouti H. Li Z. G. Latché A. (2002 ). Down-regulation of DR12, an auxin-response-factor homolog, in the tomato results in a pleiotropic phenotype including dark green and blotchy ripening fruit. Plant J. 32 603–613.
Not in our library10.1046/j.1365-313x.2002.01450.x
- 14.
Kim J. H. Woo H. R. Kim J. Lim P. O. Lee I. C. Choi S. H. (2009 ). Trifurcate feed-forward regulation of age-dependent cell death involving miR164 in Arabidopsis. Science 323 1053–1057.
Not in our library10.1126/science.1166386
- 15.
Kobayashi K. Baba S. Obayashi T. Sato M. Toyooka K. Keränen M. (2012 ). Regulation of root greening by light and auxin/cytokinin signaling in Arabidopsis. Plant Cell 24 1081–1095.
Not in our library10.1105/tpc.111.092254
- 16.
Kobayashi K. Fujii S. Sasaki D. Baba S. Ohta H. Masuda T. (2014 ). Transcriptional regulation of thylakoid galactolipid biosynthesis coordinated with chlorophyll biosynthesis during the development of chloroplast in Arabidopsis. Front. Plant Sci. 5:272
Not in our library10.3389/fpls.2014.00272
- 17.
Kobayashi K. Narise T. Sonoike K. Hashimoto H. Sato N. Kondo M. (2013 ). Role of galactolipid biosynthesis in coordinated development of photosynthetic complexes and thylakoid membranes during chloroplast biogenesis in Arabidopsis. Plant J. 73 250–261.
Not in our library10.1111/tpj.12028
- 18.
Kunkel B. N. Brooks D. M. (2002 ). Cross talk between signaling pathways in pathogen defense. Curr. Opin. Plant Biol. 5 325–331.
Not in our library10.1016/s1369-5266(02)00275-3
- 19.
Langdale J. A. Kidner C. A. (1994 ). Bundle sheath defective, a mutation that disrupts cellular differentiation in maize leaves. Development 120 673–681.
Not in our library
- 20.
Lawton K. A. Weymann K. Friedrich L. Vernooij B. Uknes S. Ryals J. (1995 ). Systemic acquired resistance in Arabidopsis requires salicylic acid but not ethylene. Mol. Plant Microbe Interact. 8 863–870.
Not in our library10.1094/mpmi-8-0863
- 21.
Leister D. Kleine T. (2016 ). Definition of a core module for the nuclear retrograde response to altered organellar gene expression identifies GLK overexpressors as gun mutants. Physiol. Plant. 157 297–309.
Not in our library10.1111/ppl.12431
- 22.
- 23.
Massoud K. Barchietto T. Le Rudulier T. Pallandre L. Didierlaurent L. Garmier M. (2012 ). Dissecting phosphite-induced priming in Arabidopsis infected with Hyaloperonospora arabidopsidis. Plant Physiol. 159 286–298.
Not in our library10.1104/pp.112.194647
- 24.
Murray S. L. Thomson C. Chini A. Read N. D. Loake G. J. (2002 ). Characterization of a novel, defense-related Arabidopsis mutant, cir1, isolated by luciferase imaging. Mol. Plant Microbe Interact. 15 557–566.
Not in our library10.1094/mpmi.2002.15.6.557
- 25.
Nadakuduti S. S. Holdsworth W. L. Klein C. L. Barry C. S. (2014 ). KNOX genes influence a gradient of fruit chloroplast development through regulation of GOLDEN2-LIKE expression in tomato. Plant J. 78 1022–1033.
Not in our library10.1111/tpj.12529
- 26.
Nagatoshi Y. Mitsuda N. Hayashi M. Inoue S. I. Okuma E. Kubo A. (2016 ). GOLDEN2-LIKE transcription factors for chloroplast development affect ozone tolerance through the regulation of stomatal movement. Proc. Natl. Acad. Sci. U.S.A. 113 4218–4223.
Not in our library10.1073/pnas.1513093113
- 27.
Nakamura H. Muramatsu M. Hakata M. Ueno O. Nagamura Y. Hirochika H. (2009 ). Ectopic overexpression of the transcription factor OsGLK1 induces chloroplast development in non-green rice cells. Plant Cell Physiol. 50 1933–1949.
Not in our library10.1093/pcp/pcp138
- 28.
Nguyen C. V. Vrebalov J. T. Gapper N. E. Zheng Y. Zhong S. Fei Z. (2014 ). Tomato GOLDEN2-LIKE transcription factors reveal molecular gradients that function during fruit development and ripening. Plant Cell 26 585–601.
Not in our library10.1105/tpc.113.118794
- 29.
Oh E. Zhu J. Y. Wang Z. Y. (2012 ). Interaction between BZR1 and PIF4 integrates brassinosteroid and environmental responses. Nat. Cell Biol. 14 802–809.
Not in our library10.1038/ncb2545
- 30.
- 31.
Powell A. L. Nguyen C. V. Hill T. Cheng K. L. Figueroabalderas R. Aktas H. (2012 ). Uniform ripening encodes a golden 2-like transcription factor regulating tomato fruit chloroplast development. Science 336 1711–1715.
Not in our library10.1126/science.1222218
- 32.
Rairdan G. J. Delaney T. P. (2002 ). Role of salicylic acid and NIM1/NPR1 in race-specific resistance in Arabidopsis. Genetics 161 803–811.
Not in our library10.1093/genetics/161.2.803
- 33.
Rauf M. Arif M. Dortay H. Matallana-Ramírez L. P. Waters M. T. Gil Nam H. (2013 ). ORE1 balances leaf senescence against maintenance by antagonizing G2-like-mediated transcription. EMBO Rep. 14 382–388.
Not in our library10.1038/embor.2013.24
- 34.
Rensing S. A. Daniel L. Zimmer A. D. Astrid T. Asaf S. Harris S. (2008 ). The physcomitrella genome reveals evolutionary insights into the conquest of land by plants. Science 319 64–69.
Not in our library10.1126/science.1150646
- 35.
Riechmann J. Heard J. Martin G. Reuber L. Jiang C. Keddie J. (2000 ). Arabidopsis transcription factors: genome-wide comparative analysis among eukaryotes. Science 290 2105–2110.
Not in our library10.1126/science.290.5499.2105
- 36.
Rossini L. Cribb L. Martin D. J. Langdale J. A. (2001 ). The maize Golden2 gene defines a novel class of transcriptional regulatorsin plants. Plant Cell 13 1231–1244.
Not in our library10.1105/tpc.13.5.1231
- 37.
Ryals J. A. Neuenschwander U. H. Willits M. G. Molina A. Steiner H. Y. Hunt M. D. (1996 ). Systemic acquired resistance. Plant Cell 10 1809–1819.
Not in our library10.1105/tpc.8.10.1809
- 38.
Sagar M. Chervin C. Mila I. Hao Y. W. Roustan J. P. Benichou M. (2013 ). SlARF4, an auxin response factor involved in the control of sugar metabolism during tomato fruit development. Plant Physiol. 161 1362–1374.
Not in our library10.1104/pp.113.213843
- 39.
Savitch L. V. Ghislaine A. Motoaki S. Robert L. S. Tinker N. A. Huner N. P. A. (2005 ). The effect of overexpression of two brassica CBF/DREB1-like transcription factors on photosynthetic capacity and freezing tolerance in Brassica napus. Plant Cell Physiol. 46 1525–1539.
Not in our library10.1093/pcp/pci165
- 40.
Savitch L. V. Subramaniam R. Allard G. C. Singh J. (2007 ). The GLK1 ‘regulon’ encodes disease defense related proteins and confers resistance to Fusarium graminearum, in Arabidopsis. Cereal Res. Commun. 359 234–238.
Not in our library10.1016/j.bbrc.2007.05.084
Cited by papers we hold 2
- Comparative Analysis of Machine Learning and Evolutionary Optimization Algorithms for Precision Micropropagation of Cannabis sativa: Prediction and Validation of in vitro Shoot Growth and Development Based on the Optimization of Light and Carbohydrate Sources · 2021Not checked
- Metagenomic sequencing suggests a diversity of RNA interference-like responses to viruses across multicellular eukaryotes. · 2018Not checked
Reads
Read by people on this page
None yet.
Checked or read by AI through naulon
None yet.
A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.
Are you an author?
Is this your paper?
Claim it to add your note and be paid when agents cite it. Free.