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RNA-guided transcriptional activation via CRISPR/dCas9 mimics overexpression phenotypes in Arabidopsis

  • Jong-Jin Park,

    Affiliations Forage Improvement Division, The Samuel Roberts Noble Foundation, Ardmore, Oklahoma, United States of America, BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America

  • Emma Dempewolf,

    Affiliation Forage Improvement Division, The Samuel Roberts Noble Foundation, Ardmore, Oklahoma, United States of America

  • Wenzheng Zhang,

    Affiliation Forage Improvement Division, The Samuel Roberts Noble Foundation, Ardmore, Oklahoma, United States of America

  • Zeng-Yu Wang

    Affiliations Forage Improvement Division, The Samuel Roberts Noble Foundation, Ardmore, Oklahoma, United States of America, BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States of America


RNA-guided transcriptional activation via CRISPR/dCas9 mimics overexpression phenotypes in Arabidopsis

  • Jong-Jin Park, 
  • Emma Dempewolf, 
  • Wenzheng Zhang, 
  • Zeng-Yu Wang


Clustered regularly interspaced short palindromic repeats (CRISPR) and the CRISPR associated protein 9 (Cas9) system allows effective gene modification through RNA-guided DNA targeting. The Cas9 has undergone a series of functional alterations from the original active endonuclease to partially or completely deactivated Cas9. The catalytically deactivated Cas9 (dCas9) offers a platform to regulate transcriptional expression with the addition of activator or repressor domains. We redesigned a CRISPR/Cas9 activation system by adding the p65 transactivating subunit of NF-kappa B and a heat-shock factor 1 (HSF) activation domain to dCas9 bound with the VP64 (tetramer of VP16) activation domain for application in plants. The redesigned CRISPR/Cas9 activation system was tested in Arabidopsis to increase endogenous transcriptional levels of production of anthocyanin pigment 1 (PAP1) and Arabidopsis thaliana vacuolar H+-pyrophosphatase (AVP1). The expression of PAP1 was increased two- to three-fold and the activated plants exhibited purple leaves similar to that of PAP1 overexpressors. The AVP1 gene expression was increased two- to five-fold in transgenic plants. In comparison to the wild type, AVP1 activated plants had increased leaf numbers, larger single-leaf areas and improved tolerance to drought stress. The AVP1 activated plants showed similar phenotypes to AVP1 overexpressors. Therefore, the redesigned CRISPR/Cas9 activation system containing modified p65-HSF provides a simple approach for producing activated plants by upregulating endogenous transcriptional levels.


In recent years, type II clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR associated protein 9 (Cas9) have been developed into a robust RNA-guided gene editing system. The Cas9 is comprised of two endonuclease domains: HNH and RuvC-like domains. The HNH domain cleaves the DNA strand complementary to the guide RNA sequence, while the RuvC-like domain cuts the other non-complementary DNA strand through Watson-Crick base pairing by a sgRNA/Cas9 complex [1]. The complex of Cas9 and guide RNA results in a blunt-ended, double-stranded break upstream of the nearby NGG protospacer-adjacent motif (PAM) [24]. As a result of the double-stranded break, the type II CRISPR/Cas9 system effectively triggers non-homologous end joining (NHEJ) resulting in insertions or deletions (indels) which cause frameshift mutations in the coding region of a gene in eukaryotic systems [57].

CRISPR/Cas9 was originally employed to knockout target genes in various organisms. Recently, modifications to the Cas9 enzyme have extended the application of CRISPR/Cas9 to selectively activate target genes. Cas9 has undergone a series of function alterations by amino acid substitutions. After a single amino acid substitution of aspartic acid (D) to alanine (A) at the 10th amino acid in the RuvC-like domain, the Cas9 function is changed from endonuclease to nickase [1, 8]. Another amino acid substitution, a change from histidine (H) to alanine (A) at the 840th amino acid in the HNH domain of Cas9D10A, deactivates the nickase function. However, the point mutations that deactivate Cas9 do not disable the binding activities of Cas9 to the sgRNA and the target double strand DNA tertiary complex (S1 Fig) [1, 9]. When the point mutations have deactivated the Cas9 protein, the deactivated Cas9 (dCas9) (D10A/H840A) protein has the potential to become either an activator or a repressor. The dCas9 (D10A/H840A) turns into a functional transcription factor after a fusion with either an activator or a repressor domain, such as a fusion with the herpes simplex virus VP64 (tetramer of VP16) activation domain, the Krüppel-associated box (KRAB) repressor domain of KOX1, or the EAR-repressor domain (SRDX) from Arabidopsis SUPERMAN protein [1012]. The fused dCas9VP64 was effective as a transcriptional activator with multiple sgRNAs rather than with a single sgRNA in Human Embryonic Kidney (HEK) 293T cells [8]

In order to reduce a cumbersome cloning machinery of multiple sgRNAs, a new CRISPR/Cas9 activation system was developed to maximize single sgRNA efficacy [13]. The new CRISPR/Cas9 was composed of dCas9VP64, a single gRNA, and the new additions, p65 transactivating subunit of NF-kappa B and human heat-shock factor 1 (HSF) activation domain. The p65 and HSF activation domains contributed to upregulated endogenous transcriptional levels independent from VP64 activation domain [13]. To bind the p65-HSF activating domains to single gRNA, a RNA-protein binding system was adopted, which was comprised of MS2 stem-loop and MS2 bacteriophage coat protein (MS2 protein). After being added into tetra-loop and stem-loop 2 in the middle of the sgRNA, the MS2 stem-loop recruits the MS2 protein, which binds to the MS2 stem-loop in sgRNA after fusion with p65-HSF domain (S1 Fig). The resulting CRISPR/Cas9 activation system with p65-HSF activators was tested with Neurog2 gene in mouse Neuro-2a cells, which led to 12-fold upregulation of the Neurog2 gene compared to the dCas9VP64 [13].

Here, we modified the CRISPR/Cas9 activation system with the p65-HSF activators to increase endogenous transcriptional levels in plants. This redesigned CRISPR/dCas9 activation system was tested with Arabidopsis production of anthocyanin pigment 1 (PAP1) and Arabidopsis thaliana vacuolar H+-pyrophosphatase (AVP1). The PAP1 encodes a MYB transcription factor. PAP1 overexpression results in purple-colored Arabidopsis and tobacco plants due to the increased accumulation of anthocyanins [14]. The gene AVP1 encodes a proton-pumping pyrophosphatase (H+-PPase) that pumps H+ across a mesophyll cell vacuole for acidification. The AVP1 also controls auxin transport. Through proton pumping, AVP1 increases the distribution and the abundance of the P-type H+-adenosine triphosphatase (P-ATPase) and the Pinformed 1 (PIN1) auxin efflux facilitator on the plasmamembrane [15]. AVP1 overexpression results in an enlarged plant size, and improves nutrient uptake by increasing the abundance and activity of the plasmamembrane P-type H+-ATPase in a manner consistent with apoplastic pH alterations and rhizosphere acidification [16]. Both PAP1 and AVP1 overexpression phenotypes are clearly observable. Therefore, we used these two genes to test the CRISPR/Cas9 activation system in plants.

Materials and methods

Construction of binary vectors for Avpdcas9-D and Papdcas9-D

Full-length Streptococcus pyogenes dCas9VP64 (D10A/H840A) was obtained by amplifying #61422 plasmid supplied through Addgene [13] with dCas9F1/dCas9R1 primer pairs (S1 Table), then cloned into pCR®-XL-TOPO® sequencing vector (Invitrogen, Waltham, MA). The resulting construct was digested with KpnI/SpeI restriction enzymes and cloned into sites of KpnI and SpeI, located behind AtUbi10 promoter of pLC vector. The resulting AtUbi10-dCas9VP64 fragment (P790) was digested by HindIII and SpeI and ligated into a linear binary vector backbone from the pRGEB32, which was beforehand digested by HindIII and XbaI because the SpeI (A|CTAGT) and the XbaI (T|CTAGA) had the same 4 bp 5'-CTAG overhang. The resulting AtUbi10-dCas9VP64 vector (P879) had a single EcoRI enzyme site behind the nos terminator and was digested by EcoRI in order to ligate with EcoRI digested OsU3-sgRNA-2x MS2 stem-loop fragment (P856), which was obtained after replacement of the original human U6 promoter with the OsU3 promoter. An AtUbi10-dCas9VP64-nos:OsU3-sgRNA-2xMS2 (P883) was linearized by digestion with HindIII, and ligated through Gibson Assembly® (NEB, Ipswich, MA) with 35S-MS2-p65-HSF-nos (P789), which was generated by PCR amplification with 32F35SF3/nosU10R3 primer pairs after replacement of the original human EF- promoter with the double 35S promoter (S1 Table). As a result, a working binary vector (P886) carrying 35S-HygR-nos, double 35S-MS2-p65-HSF-nos, AtUbi10-dCas9VP64-nos and OsUs3-sgRNA-2x MS2 was constructed (Fig 1). The P886 vector was digested by BsaI (NEB, Ipswich, MA) and ligated with each target 20 bp dimers with GGCA/GGGT overhangs at flanking sites. In double targets, tRNA sequence was used to connect between two guide RNAs (S3 Fig) [17]. The target sgRNA sequences or cloning primers are listed on S1 Table.

Fig 1. Schematic diagram of the procedure for constructing a binary vector (P886) for the transcriptional activation system.

Plant materials and growth conditions

Arabidopsis ecotype Columbia was grown on MS media with 3% sucrose on 22°C with 70 μmol·m-2·s-1 light intensity in a 16/8 h light/dark photoperiod chamber, and were then transtered to soil at 22°C with 85 μmol·m-2·s-1 light intensity in a 16/8 h light/dark photoperiod chamber in order to obtain seeds. Pap1dcas9-D plants on soil were grown under 250 μmol·m-2·s-1 light intensity that were used for the identification of the PAP1 activation tagging mutant [14].

Protoplast transfection assay

Fresh leaves of Arabidopsis plants grown under a short day condtion (10/14 h) were sliced with a razor blade. Polyethylene glycol (PEG)-mediated transformation was performed as described previously [18] with minor modifications. The sliced leaves were incubated in a 20 ml enzyme solution (1.5% [w/v] Cellulose RS, 0.3% [w/v] Macerozyme, 0.4 M mannitol, 20 mM MES, pH 5.7, 1 mM CaCl2, and 0.1% [w/v] bovine serum albumin) for 4 h in the dark with gentle shaking. After adding an equal volume of W5 solution (154 mM NaCl, 125 mM CaC12, 5 mM KCl, and 2 mM MES, pH 5.7) and harvesting the cells, the protoplasts were resuspended in 2 ml Mmg solution (0.4 M mannitol, 15 mM MgCl2, and 4 mM MES, pH 5.7). For transformation, 10 μg of each vector plus 200 μl of 40% PEG solution (0.4 M mannitol, 100 mM CaCl2, 40% [w/v] PEG 4000) was added to a 1.7 ml tube containing 200 μl Mmg with 2 x 107 protoplasts for 10 min. The protoplasts were washed with two volumes of W5 solution and then resuspended in an incubation solution (0.4 M mannitol, 4 mM MES, pH 5.7, and 4 mM KCl). They were then incubated for 48 hours at 25°C in the dark.

qRT-PCR measurement of endogenous expression

The leaves of 1-month-old T1 Arabidopsis plants were used for a total RNA extraction. Total RNA was extracted by using 1ml TRI Reagent® (Sigma, MO, USA) and a 0.1 ml of 1-bromo-3-chloropropane (MRC, OH, USA) according to the manufacturer’s instructions. Sample mixtures were placed at room temperature for 5 minutes after shaking well. The sample mixtures were centrifuged for 15 min at 4°C. After transfering 400 μl supernants, 300 μl isopropanol was added into new 1.7 ml tubes. The 1.7 ml tubes containing supernants were centrifuged for 8 min at 4°C. The resulting pellets were washed with 75% EtOH. Two micrograms of RNA were reverse transcribed using reverse transcriptase of the Superscript III Kit (Invitrogen) after treatment with TURBO DNase I (Ambion, Austin, TX). The Ct values of qRT-PCR were generated by ABI PRISM 7900 HT sequence detection system (Applied Biosystems). Actin 2 was used as an endogenous control for normalization of qRT-PCR. Changes in gene expression were calculated via the 2−ΔCT method. The qRT-PCR experiments had two biological replicates and three technical replicates.


Structure-guided design of CRISPR/dCas9 complex for plants

The transcriptional activation CRISPR/dCas9 system was designed by the fusion of the VP64 (tetramer of VP16) transactivation domain to the C-terminus of the dCas9 protein [6, 19]. In order to achieve transcriptional activation in plants, we constructed a working binary vector. The first step in creating a working binary vector was the preparation of a binary vector backbone and the three inserts: dCas9VP64, sgRNA with MS2 stem-loop and MS2-p65-HSF activators (see Materials and methods). Second, we introduced the AtUbi10 promoter in front of dCas9, and AtUbi10-dCas9 (P790) was created. Third, the digested P790 was inserted into the pRGEB32 binary vector backbone, which was previously digested with HindIII and XbaI, and the AtUbi10-dCas9 binary vector (P879) was constructed. Fourth, the P879 was digested by EcoRI and ligated with EcoRI-digested OsU3-sgRNA-2xMS2 (P856) to generate a new AtUbi10-dCas9VP64:OsU3-sgRNA-2xMS2 binary vector (P883). Then, 2x35S-MS2-p65-HSF (P789) was inserted into P883 through Gibson assembly. As a result, a working binary vector (P886)–carrying 35S-HygR, 2x35S-MS2-p65-HSF, AtUbi10-dCas9VP64, and OsUs3-sgRNA-2x MS2 –was produced (Fig 1).

Construction for PAP1 and AVP1 activation vectors

The first target gene, PAP1, has a 747 bp coding sequence with 3 exons and 48 bp 5' untranslated region. The core promoter region of 400 bp to 48 bp upstream of ATG site was chosen as the preferential target for activating transcription. The sgRNAs were designed upstream of protospacer-adjacent motif (PAM); they confer sequence specificity and close to the transcriptional start site (TSS) in the core promoter region. The designed sgRNAs have 20 bp targets from -69th to -50th (P902) and from -102nd to -83rd (P903) upstream of the ATG site, respectively (S2 Fig and S2 Table).

The second target gene, AVP1, has a 2,313 bp coding seqeunce with 8 exons and 125 bp untranslated region. The preferential target was from 400 bp to 126 bp upstream of ATG site of AVP1. sgRNAs were designed using 20 bp from -191st to -172nd (P900) and 20 bp from -235th to -216th (P901) from ATG site, respectively (S2 Fig and S2 Table).

Furthermore, sgRNAs with double target sites were also designed. Two 20 bp sequences at -172nd and at -216th upstream of the AVP1 gene were used for AVP1 activation (P904). Two 20 bp targets at -50th and at -83rd upstream of PAP1 were used for PAP1 activation (P905) (S3 Fig and S2 Table).

Evaluation for activation of endogenous gene transcription through transient assay

To quickly test whether the activation system was able to increase endogenous gene expression, we carried out a transient assay using Arabidopsis mesophyll protoplasts. The constructs, AVP1 (P900, P901 and P904), PAP1 (P902, P903 and P905), an empty vector (P886) control, and GFP control, were transfected into Arabidopsis mesophyll protoplasts. Primers for analyzing the expression levels were designed to span an exon to exon junction behind the target sites so that the target region did not affect PCR performance (S2 Fig and S1 Table). The PAP1 expression was detected only in protoplast transfected with constructs P903 and P905, while no signal was detected in other vectors (Fig 2A). The AVP1 construct P904 led to a two-fold higher expression level than the empty (P886) and the GFP vectors while AVP1 constructs P900, P901 showed no significant difference compared with the empty and the GFP vectors (p > 0.05) in qPCR analysis (Fig 2B).

Fig 2. qRT-PCR analysis of transient expression levels of PAP1 (A) and AVP1 (B) constructs in Arabidopsis mesophyll protoplasts.

PAP1 (P902 and P903 each carrying a single target; P905 carrying double targets), AVP1 (P900 and P901 each carrying a single target; P904 carrying double targets), empty vector (P886) and GFP (35S-GFP). Actin 2 was used as an endogenous control (value = 1).

Activation of endogenous genes through stable transformation

Based on the results of above transient assay, selected PAP1 (P903, and P905) and AVP1 (P904) constructs were used for stable transformation. Transgenic Arabidopsis plants were produced by Agrobacterium-mediated transformation. T1 plants with increased PAP1 expression levels were identified (D3, D13, D19, and D23 of P903 and D31, D32, D33, D34, and D35 of P905; Fig 3A and S4 Fig). The activated PAP1 T2 plants carrying the single target construct P903 showed a purple color in the seedlings (Fig 3B), while the activated PAP1 T2 plants carrying the double target construct P905 showed not only a purple color but also dwarf seedling (S4 Fig). We named the PAP1-activated plants Production of anthocyanin pigment 1 by dCas9 Dominant, abbreviated as Pap1dCas9 -D. The purple color was observed consistantly in seedlings and after being transferred to soil under 250 μmol·m-2·s-1 light condition (Fig 3C).

Fig 3. Expression level and phenotype of PAP1 activation plants.

(A) qRT-PCR analysis of expression levels of PAP1 (P903) T1 transgenic plants under 250 μmol·m-2·s-1 light intensity. (B) Seedling phenotypes of Pap1dcas9 -D on culture media. (C) One-month-old plants showing purple color in growth chamber (top), adaxial side showing purple color (bottom). Actin 2 was used as an endogenous control. Scale bar, 1cm.

The AVP1 (P904) carrying on two targets of AVP1 provided two- to five-fold increase in AVP1 transcriptional levels. The T1 plants with relatively high expression levels (D7, D8, and D9) showed larger plant size than the wild type (Fig 4A and 4B). The flowering time of these plants was delayed by six days, the number of rosette leaves increased up to four leaves, and the single-leaf area was increased by1.6 to two-fold in the eighth leaf (Table 1). We named the AVP1-activated plants Arabidopsis thaliana vacuolar H+-pyrophosphatase 1 by dCas9 Dominant (AVP1dCas9 -D). The line D8 T2 plant was tested for drought stress tolerance by discontinuing watering for seven days. The wild type wilted and died after seven days without watering while the activated line (D8) remained green. The activated line (D8) restored growth after re-watering, while the wild type failed completely to recover (Fig 5A–5C).

Fig 4. Expression level and phenotype of AVP1 activation plants.

(A) qRT-PCR analysis of expression levels of AVP1 (P904) transgenic plants. (B) Phenotype of AVP1 (P904) plants. Actin 2 was used as an endogenous control.

Fig 5. Phenotype of WT and AVP activation (Avp1dcas9 -D) T2 plants before or after drought stress.

(A) Plants grown under regular conditions. (B) Watering was stopped for seven days. (C) Three days after re-watering the plants.

Table 1. Flowering time, rosette leaf number and single-leaf area of AVP1 (P904) activation plants.


Mimicry of PAP1 and AVP1 overexpressions

Overexpression of the PAP1 showed a purple color under high light conditions. High light was required for induction of PAP1 and basic Helix-Loop-Helix (bHLH) transcription factors in anthocyanin biosynthesis pathway [20, 21]. Thereby, PAP1 activated plants were screened for the purple phenotype under a high light (250 μmol·m-2·s-1). PAP1 gene expression was measured under high light. A three-fold higher expression of PAP1 led to a bright purple color in Pap1dCas9-D transgenic plants similar to PAP1 overexpressors. In addtion, the activated plants (P905) carrying double target sgRNAs had various phenotypes, including growth retardation, lethality and a purple color at seedling stage. According to PAP1 activation experiments, in order to produce suitable activated plants, different target sites should be tested to avoid off target phenotypes.

The phenotypes of AVP1 overexpressors presented 3 to16 more leaves and 40% to 60% larger single-leaf area than the wild type (Li et al. 2005). The AVP1 overexpressors also showed tolerance to salt and drought stress because they accumulated more Na+ and K+ in the overexpressing leaves than the wild type [16]. The Avp1dcas9 -D plants showed two- to five-fold increases in gene expression, which resulted in additional four leaves, a two-fold increased single-leaf area and enhanced drought tolerance. The resulting phenotypes of the Avp1dcas9 -D plants were similar to AVP1-1 overexpressors. Therefore, the modified CRISPR/Cas9 activation system with p65-HSF activators provides a simple approach for producing activated plants through upregulating endogenous transcriptional levels.

The performance of redesigned activation system

The previous CRISPR/dCas9 has proven to increase transcriptional expressions in plant cells and plants [11, 19]. Unfortunately, the reported increased gene expression by the CRISPR/dCas9 failed to result in overexpression phenotypes in Arabidopsis [19]. PAP1, utilized in the current study, was previously used for activation by a CRISPR/dCas9 system by Lowder et al. (2015). Three sgRNAs from core promoter of PAP1 were used to increase transcription levels; the PAP1 gene expression was significantly increased, but the purple color was not observed in the PAP1 activation lines (Lowder et al. 2015). In contrast, our Pap1dcas9-D plants exhibited purple color similar to PAP1 overexpression [14]. Our Avp1dcas9-D had larger leaf areas and increased leaf numbers similar to AVP1 overexpression [15]. Therefore, our study demonstrated, for the first time, that CRISPR/dCas9 system can be effectively used for gene activation in plants. The major difference between the current study and the previouly reported CRISPR/dCas9 activation system is the use of additional p65-HSF activators with sgRNA.

A potential activation system to generate novel gain-of-function mutations

In the application of CRISPR/dCas9 for plant development, endogenous transcription levels of the target gene reproduce the spatial and the temporal gene expression profiles of the wild type. In contrast, ectopic expression, using constitutive promoters and full-length cDNAs, alters endogenous transcription expression pattern. The use of ectopic expression overlooks various splicing patterns in different tissues and developmental stages. As a result, ectopic transcripts mask alternative transcripts, which may lead to isoenzyme activity, wrong-interaction partners, mis-localization, and instablility of the original protein [22, 23]. Therefore, activation through the CRISPR/dCas9 system compensates for the shortcomings of commonly used ectopic overexpression. Furthermore, it is relatively simple to construct activation vectors because the CRISPR/dCas9 system requires only a 20 bp sequence in the core-promoter, regardless of cDNA full-length size and availabilty.

Supporting information

S1 Fig. Schematic diagram of two different CRISPR/dCas9 transcriptional activation systems.

(A) dCas9-VP64 and guide RNA. (B) dCas9-VP64 and guide RNA 2x MS2, MS2-p65-HSF.


S2 Fig. Schematic diagrams of PAP1 and AVP1 gene structures.


S3 Fig. Sequence information for the construction of candidate targets.

The P886 vector was digested by BsaI and ligated with each target 20 bp dimers with GGCA/GGGT overhangs at flanking sites. In double targets, tRNA sequence was used to connect between two guide RNAs. Dark bule letters: OsU3; green letters: sgRNA scaffold; bold and blue letters: target sites; grey letters: tRNA; red letters,:4 bp over hangs by BsaI.


S4 Fig. Expression level and phenotype of PAP1 (double target) activation plants.

(A) qRT-PCR analysis of PAP1 (P905) seedlings under 85 μmol·m-2·s-1 light intensity. (B) Phenotype of PAP1 (P905) seedlings -D31, -D32, -D33, -D34 and -D35 on media under 150 μmol·m-2·s-1 light intensity. (C) Phenotype of PAP1 (905) -D32 seedlings under 150 μmol·m-2·s-1 light intensity. (D) Phenotype of PAP1 (905) -D33 seedlings under 150 μmol·m-2·s-1 light intensity. Red arrows in (C) and (D) indicate small or lethal seedlings. Actin 2 was used as an endogenous control.


S1 Table. Primer sequences used in this study.


S2 Table. Construct information for target genes, PAM sequences and direction.



We thank Courtney Leeper for critical reading of the manuscript. We thank Dr. Elison Blancaflor for providing the AtUbi10 promoter, Andrew McNair and Lili Cong for plant preparation and Dr. Kwon for discussion. This work was supported by the BioEnergy Science Center and The Samuel Roberts Noble Foundation. The BioEnergy Science Center (DE-AC05-00OR22725) is a U.S. Department of Energy Bioenergy Research Center supported by the Office of Biological and Environmental Research in the DOE Office of Science. The authors declare no conflict of interests.

Author Contributions

  1. Conceptualization: J-JP Z-YW.
  2. Data curation: J-JP Z-YW.
  3. Formal analysis: J-JP Z-YW.
  4. Funding acquisition: Z-YW.
  5. Investigation: J-JP ED WZ Z-YW.
  6. Methodology: J-JP WZ.
  7. Project administration: J-JP Z-YW.
  8. Resources: J-JP WZ Z-YW.
  9. Supervision: Z-YW.
  10. Validation: J-JP Z-YW.
  11. Visualization: J-JP ED Z-YW.
  12. Writing – original draft: J-JP Z-YW.
  13. Writing – review & editing: J-JP ED Z-YW.


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