Lei Liu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Lei Liu has a total of 55 co-authors. Here are the top co-authors by number of shared publications:
Jingtian Yang
School of Life Sciences, Mianyang Normal University, Mianyang, China
5 shared publications- Xue Jiang
Engineering Research Center for Forest and Grassland Disaster Prevention and Reduction, Mianyang Normal University, Mianyang, 621000, China
5 shared publications - Lingliang Guan
Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou City, China
4 shared publications Baoguo Du
College of Life Science and Biotechnology, Mianyang Normal University, Mianyang 621000, China
2 shared publications- Fulai Yu
Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
2 shared publications - Houyuan Zeng
College of Life Science and Biotechnology, Mianyang Normal University, Mianyang, 621000, China
2 shared publications
Latest Publications
- 25 March 2026
- Published by Springer Nature in Functional & Integrative Genomics
- Vol. 26 (1) , 74
Integrative metabolomic and transcriptomic analysis reveals the genetic basis of terpenoid-mediated aroma diversity in Ocimum species
- 25 March 2026
- Published by Springer Nature in Functional & Integrative Genomics
- Vol. 26 (1) , 74
Integrative metabolomic and transcriptomic analysis reveals the genetic basis of terpenoid-mediated aroma diversity in Ocimum species
- 21 February 2026
- Published by Elsevier in Journal of Ethnopharmacology
- Vol. 363, 121412
Multi-omics dissection of lignan diversity and therapeutic potential in Ocimum: Identification of diphyllin as an anti-inflammatory agent targeting TNF-α signaling
- 21 February 2026
- Published by Elsevier in Journal of Ethnopharmacology
- Vol. 363, 121412
Multi-omics dissection of lignan diversity and therapeutic potential in Ocimum: Identification of diphyllin as an anti-inflammatory agent targeting TNF-α signaling
- Open Access
- 27 January 2025
- Published by HARD Publishing Company in Polish Journal of Environmental Studies
- Vol. 34 (6) , 7071-7089
Environmental Regulation, Carbon Emission Efficiency, and Urban Innovation Index in 257 Prefecture-Level Cities in China
This study analyzes annual data from 257 Chinese prefecture-level cities (2003–2019) to investigate the impact of environmental regulations on carbon emission efficiency using a super-efficient data envelopment analysis (Super-SBM) model. Employing a two-way fixed effects model and a panel threshold model, it reveals significant regional heterogeneity in carbon emission efficiency: higher in the southern, eastern, and coastal regions compared to the northern, western, and inland regions. The study identifies a double threshold effect of environmental regulation on carbon emission efficiency, with the urban innovation index as the threshold variable, forming a “U” shaped relationship. In the eastern region, the impact of environmental regulation on carbon emission efficiency is insignificant at low to medium levels of urban innovation. In the central region, an upward trend in the “U” shape is observed. In the western region, although the positive effect of environmental regulation is mitigated by higher urban innovation, it remains significant. The study suggests that environmental policies should account for regional differences and adopt targeted strategies based on each region’s specific circumstances to achieve the “dual-carbon” goal.
- 27 January 2025
- Published by HARD Publishing Company in Polish Journal of Environmental Studies
- Vol. 34 (6) , 7071-7089
Open AccessEnvironmental Regulation, Carbon Emission Efficiency, and Urban Innovation Index in 257 Prefecture-Level Cities in China
This study analyzes annual data from 257 Chinese prefecture-level cities (2003–2019) to investigate the impact of environmental regulations on carbon emission efficiency using a super-efficient data envelopment analysis (Super-SBM) model. Employing a two-way fixed effects model and a panel threshold model, it reveals significant regional heterogeneity in carbon emission efficiency: higher in the southern, eastern, and coastal regions compared to the northern, western, and inland regions. The study identifies a double threshold effect of environmental regulation on carbon emission efficiency, with the urban innovation index as the threshold variable, forming a “U” shaped relationship. In the eastern region, the impact of environmental regulation on carbon emission efficiency is insignificant at low to medium levels of urban innovation. In the central region, an upward trend in the “U” shape is observed. In the western region, although the positive effect of environmental regulation is mitigated by higher urban innovation, it remains significant. The study suggests that environmental policies should account for regional differences and adopt targeted strategies based on each region’s specific circumstances to achieve the “dual-carbon” goal.
- Open Access
Genome-wide association study reveals genetic basis and candidate genes for chlorophyll content of leaves in maize (Zea mays L.)
The chlorophyll content (CC) directly affects photosynthesis, growth, and yield. However, the genetic basis of CC is still unclear in maize (Zea mays L.). Here, we conducted a genome-wide association study using mixed linear model for CC of the fifth leaves at seedling stage (CCFSS) and the ear leaves at filling stage (CCEFS) for 334 maize inbred lines. The heritability estimates for CCFSS and CCEFS, obtained via variance components analysis using the lme4 package in R, were 70.84% and 78.99%, respectively, indicating that the CC of leaves is primarily controlled by genetic factors. A total of 15 CC-related SNPs and 177 candidate genes were identified with a p-value < 4.49 × 10−5, which explained 4.98–7.59% of the phenotypic variation. Lines with more favorable gene variants showed higher CC. Meanwhile, Gene Ontology (GO) analysis implied that these candidate genes were probably related to chlorophyll biosynthesis. In addition, gene-based association analyses revealed that six variants in GRMZM2G037152, GRMZM5G816561, GRMZM2G324462, and GRMZM2G064657 genes were significantly (p-value < 0.01) correlated with CC, of which GRMZM2G064657 (encodes a phosphate transporter protein) and GRMZM5G816561 (encodes a cytochrome P450 protein) were specifically highly expressed in leaves tissues. Interestingly, these candidate genes were previously reported to involve in the regulation of the contents of chlorophyll in plants or Chlamydomonas. These results may contribute to the understanding of genetic basis and molecular mechanisms of maize CC and the selection of maize varieties with improved CC.
Open AccessGenome-wide association study reveals genetic basis and candidate genes for chlorophyll content of leaves in maize (Zea mays L.)
The chlorophyll content (CC) directly affects photosynthesis, growth, and yield. However, the genetic basis of CC is still unclear in maize (Zea mays L.). Here, we conducted a genome-wide association study using mixed linear model for CC of the fifth leaves at seedling stage (CCFSS) and the ear leaves at filling stage (CCEFS) for 334 maize inbred lines. The heritability estimates for CCFSS and CCEFS, obtained via variance components analysis using the lme4 package in R, were 70.84% and 78.99%, respectively, indicating that the CC of leaves is primarily controlled by genetic factors. A total of 15 CC-related SNPs and 177 candidate genes were identified with a p-value < 4.49 × 10−5, which explained 4.98–7.59% of the phenotypic variation. Lines with more favorable gene variants showed higher CC. Meanwhile, Gene Ontology (GO) analysis implied that these candidate genes were probably related to chlorophyll biosynthesis. In addition, gene-based association analyses revealed that six variants in GRMZM2G037152, GRMZM5G816561, GRMZM2G324462, and GRMZM2G064657 genes were significantly (p-value < 0.01) correlated with CC, of which GRMZM2G064657 (encodes a phosphate transporter protein) and GRMZM5G816561 (encodes a cytochrome P450 protein) were specifically highly expressed in leaves tissues. Interestingly, these candidate genes were previously reported to involve in the regulation of the contents of chlorophyll in plants or Chlamydomonas. These results may contribute to the understanding of genetic basis and molecular mechanisms of maize CC and the selection of maize varieties with improved CC.
- Open Access
Deep integration of metabolome and transcriptome characterizes alkaloid metabolism in Houttuynia cordata
- Open Access
The recent progress in the research of extraction and functional applications of basil seed gum
- 3 February 2023
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 30 (12) , 32230-32245
The development and future frontiers of global ecological restoration projects in the twenty-first century: a systematic review based on scientometrics
Ecological restoration projects are becoming a mainstream of research, and their studies are widely followed by scholars worldwide, yet there is no comprehensive review of this research. Nowadays, bibliometrics has attracted much attention from the scientific community, and its methodological approach allows quantitative and qualitative analysis of research performance in journals or subject areas. This paper provides a systematic and comprehensive description of the progress and hotspots of ecological restoration projects from a bibliometric perspective, based on 1173 articles in the Web of Science Core Collection (WOSCC) database. Research on ecological restoration projects has shown a positive growth trend since the twenty-first century. China and the USA are the most active countries in terms of the number of relevant articles published, and more than half of the top 10 active institutions are from China, but there is less collaboration between different countries/institutions. Research in ecological restoration projects is summarized into three main research areas: the main ecological damage problems, the impact of human beings on ecological damage, and the main methods of ecological restoration. Finally, some challenges and outlooks conducive to the rapid and balanced development of ecological restoration projects are presented, which provide valuable references and help for future researchers.
- 3 February 2023
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 30 (12) , 32230-32245
The development and future frontiers of global ecological restoration projects in the twenty-first century: a systematic review based on scientometrics
Ecological restoration projects are becoming a mainstream of research, and their studies are widely followed by scholars worldwide, yet there is no comprehensive review of this research. Nowadays, bibliometrics has attracted much attention from the scientific community, and its methodological approach allows quantitative and qualitative analysis of research performance in journals or subject areas. This paper provides a systematic and comprehensive description of the progress and hotspots of ecological restoration projects from a bibliometric perspective, based on 1173 articles in the Web of Science Core Collection (WOSCC) database. Research on ecological restoration projects has shown a positive growth trend since the twenty-first century. China and the USA are the most active countries in terms of the number of relevant articles published, and more than half of the top 10 active institutions are from China, but there is less collaboration between different countries/institutions. Research in ecological restoration projects is summarized into three main research areas: the main ecological damage problems, the impact of human beings on ecological damage, and the main methods of ecological restoration. Finally, some challenges and outlooks conducive to the rapid and balanced development of ecological restoration projects are presented, which provide valuable references and help for future researchers.
- Open Access
- 23 March 2022
- Published by Taylor & Francis in Biotechnology & Biotechnological Equipment
- Vol. 36 (1) , 135-141
Two QTL for kernel number per spike identified from durum wheat
As one of the three yield components, kernel number per spike (KNPS) plays a key role in determining wheat yield. In this study, in combination with the previously constructed genetic map for a tetraploid wheat recombinant inbred line (RIL) population developed from the cross between a durum wheat and a wild emmer wheat and phenotype data from four environments, two major and stably expressed quantitative trait loci (QTL) for KNPS were identified. The phenotypic variation explained by these two QTL, Qknps-DW-3A.1 and Qknps-DW-3A.2, was up to 12.52% and 29.52%, respectively. The positive alleles were both from the durum wheat. Pyramiding analysis suggested that the combination of these two positive alleles has the largest effect on increasing KNPS. Comparison of physical interval for these two QTL with those reported previously showed that they may be novel loci. Genetic correlations between KNPS and other agronomic traits were also evaluated. Taken together, the two major and stably expressed QTL for KNPS from tetraploid wheat reported here they should be useful in wheat breeding.
- 23 March 2022
- Published by Taylor & Francis in Biotechnology & Biotechnological Equipment
- Vol. 36 (1) , 135-141
Open AccessTwo QTL for kernel number per spike identified from durum wheat
As one of the three yield components, kernel number per spike (KNPS) plays a key role in determining wheat yield. In this study, in combination with the previously constructed genetic map for a tetraploid wheat recombinant inbred line (RIL) population developed from the cross between a durum wheat and a wild emmer wheat and phenotype data from four environments, two major and stably expressed quantitative trait loci (QTL) for KNPS were identified. The phenotypic variation explained by these two QTL, Qknps-DW-3A.1 and Qknps-DW-3A.2, was up to 12.52% and 29.52%, respectively. The positive alleles were both from the durum wheat. Pyramiding analysis suggested that the combination of these two positive alleles has the largest effect on increasing KNPS. Comparison of physical interval for these two QTL with those reported previously showed that they may be novel loci. Genetic correlations between KNPS and other agronomic traits were also evaluated. Taken together, the two major and stably expressed QTL for KNPS from tetraploid wheat reported here they should be useful in wheat breeding.