| Literature DB >> 35677250 |
Muzamil Ahmad Rather1, Anutee Dolley1, Nabajit Hazarika2, Vimha Ritse3, Kuladip Sarma4, Latonglila Jamir3, Siddhartha Shankar Satapathy5,6, Suvendra Kumar Ray1,6, Ramesh Chandra Deka6,7, Ajaya Kumar Biswal8, Robin Doley1, Manabendra Mandal1,6, Nima D Namsa1,6.
Abstract
The paper and pulp industry (PPI) is one of the largest industries that contribute to the growing economy of the world. While wood remains the primary raw material of the PPIs, the demand for paper has also grown alongside the expanding global population, leading to deforestation and ecological imbalance. Wood-based paper production is associated with enormous utilization of water resources and the release of different wastes and untreated sludge that degrades the quality of the environment and makes it unsafe for living creatures. In line with this, the indigenous handmade paper making from the bark of Daphne papyracea, Wall. ex G. Don by the Monpa tribe of Arunachal Pradesh, India is considered as a potential alternative to non-wood fiber. This study discusses the species distribution modeling of D. papyracea, community-based production of the paper, and glycome profiling of the paper by plant cell wall glycan-directed monoclonal antibodies. The algorithms used for ecological and geographical modeling indicated the maximum predictive distribution of the plant toward the western parts of Arunachal Pradesh. It was also found that the suitable distribution of D. papyracea was largely affected by the precipitation and temperature variables. Plant cell walls are primarily made up of cellulose, hemicellulose, lignin, pectin, and glycoproteins. Non-cellulosic cell wall glycans contribute significantly to various physical properties such as density, crystallinity, and tensile strength of plant cell walls. Therefore, a detailed analysis of non-cellulosic cell wall glycan through glycome profiling and glycosyl residue composition analysis is important for the polymeric composition and commercial processing of D. papyracea paper. ELISA-based glycome profiling results demonstrated that major classes of cell wall glycans such as xylan, arabinogalactans, and rhamnogalacturonan-I were present on D. papyracea paper. The presence of these polymers in the Himalayan Buddhist handmade paper of Arunachal Pradesh is correlated with its high tensile strength. The results of this study imply that non-cellulosic cell wall glycans are required for the production of high-quality paper. To summarize, immediate action is required to strengthen the centuries-old practice of handmade paper, which can be achieved through education, workshops, technical know-how, and effective marketing aid to entrepreneurs.Entities:
Keywords: Arunachal Pradesh; Daphne papyracea; glycome profiling; handmade paper; species distribution modeling
Year: 2022 PMID: 35677250 PMCID: PMC9168884 DOI: 10.3389/fpls.2022.831589
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 6.627
FIGURE 1Location map of the state of Arunachal Pradesh depicting the elevation gradient (in meters).
FIGURE 2Five known test locations in Arunachal Pradesh where Daphne papyracea was seen and used for species distribution modeling.
Environmental variables used in species distribution modeling of Daphne papyracea in Arunachal Pradesh.
| Environmental variables | Description | Units |
| Bio1 | Annual Mean Temperature | °C |
| Bio2 | Mean Diurnal Range (Mean of monthly maximum | °C |
| Bio3 | Isothermality (Bio2/Bio7) (× 100) | – |
| Bio4 | Temperature Seasonality (standard deviation × 100) | C of V |
| Bio5 | Maximum Temperature of Warmest Month | °C |
| Bio6 | Minimum Temperature of Coldest Month | °C |
| Bio7 | Temperature Annual Range (Bio5-Bio6) | °C |
| Bio8 | Mean Temperature of Wettest Quarter | °C |
| Bio9 | Mean Temperature of Driest Quarter | °C |
| Bio10 | Mean Temperature of Warmest Quarter | °C |
| Bio11 | Mean Temperature of Coldest Quarter | °C |
| Bio12 | Annual Precipitation | mm |
| Bio13 | Precipitation of Wettest Month | mm |
| Bio14 | Precipitation of Driest Month | mm |
| Bio15 | Precipitation Seasonality (Coefficient of Variation) | C of V |
| Bio16 | Precipitation of Wettest Quarter | mm |
| Bio17 | Precipitation of Driest Quarter | mm |
| Bio18 | Precipitation of Warmest Quarter | mm |
| Bio19 | Precipitation of Coldest Quarter | mm |
| Elev | Elevation (SRTM-30s) | m |
FIGURE 3Schematic representation of paper production from the bark of D. papyracea in community-based paper making set up at Tawang, Arunachal Pradesh.
FIGURE 4Receiver operating characteristic curve showing sensitivity and specificity of classification.
Variable importance statistics employed in the species distribution modeling of Daphne papyracea in Arunachal Pradesh.
| Variable | Percent contribution | Importance |
| bio14 | 52.61 | 83.86 |
| bio4 | 6.65 | 9.52 |
| bio3 | 36.10 | 5.46 |
| bio9 | 0.07 | 0.86 |
| bio17 | 0.83 | 0.31 |
| bio1 | 0.00 | 0.00 |
| bio10 | 0.00 | 0.00 |
| bio11 | 0.00 | 0.00 |
| bio12 | 0.00 | 0.00 |
| bio13 | 0.00 | 0.00 |
| bio15 | 0.00 | 0.00 |
| bio16 | 0.00 | 0.00 |
| bio18 | 0.00 | 0.00 |
| bio19 | 0.00 | 0.00 |
| bio2 | 0.00 | 0.00 |
| bio5 | 0.05 | 0.00 |
| bio6 | 0.00 | 0.00 |
| bio7 | 3.71 | 0.00 |
| bio8 | 0.00 | 0.00 |
| Elev | 0.00 | 0.00 |
FIGURE 5Average final model output of predictive distribution of D. papyracea in Arunachal Pradesh.
FIGURE 6Glycome profile of the handmade paper obtained from the bark of D. papyracea. Paper cell walls were prepared from alcohol insoluble residue (AIR). The resulting AIR wall was screened by ELISA using 155 monoclonal antibodies (mAbs) directed against epitopes present on most major non-cellulosic plant cell wall glycans. The mAbs are grouped based on the cell wall glycans they predominantly recognize as depicted in the panel on the right-hand side of the figure. The strength of binding of the mAbs is depicted as a heatmap with bright yellow depicting the strongest binding, dark blue, no binding, and red, intermediate binding. The binding strength of each mAb directly corresponds to the abundance of the specific glycan epitope structure it recognizes, and the differences observed between handmade paper and print copy paper used in this study are shown in the dotted block. Data are the mean of three biological replicates.
FIGURE 7Glycosyl residue composition of alcohol insoluble residue (AIR) from D. papyracea paper of tetramethylsilane (TMS) derivatives. The amounts of sugar are represented as average mole%. Data are the mean of three biological replicates.