PMID- 34834897 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20211130 IS - 2223-7747 (Print) IS - 2223-7747 (Electronic) IS - 2223-7747 (Linking) VI - 10 IP - 11 DP - 2021 Nov 21 TI - Investigation of Root Morphological Traits Using 2D-Imaging among Diverse Soybeans (Glycine max L.). LID - 10.3390/plants10112535 [doi] LID - 2535 AB - Roots are the most important plant organ for absorbing essential elements, such as water and nutrients for living. To develop new climate-resilient soybean cultivars, it is essential to know the variation in root morphological traits (RMT) among diverse soybean for selecting superior root attribute genotypes. However, information on root morphological characteristics is poorly understood due to difficulty in root data collection and visualization. Thus, to overcome this problem in root research, we used a 2-dimensional (2D) root image in identifying RMT among diverse soybeans in this research. We assessed RMT in the vegetative growth stage (V2) of 372 soybean cultivars propagated in polyvinyl chloride pipes. The phenotypic investigation revealed significant variability among the 372 soybean cultivars for RMT. In particular, RMT such as the average diameter (AD), surface area (SA), link average length (LAL), and link average diameter (LAD) showed significant variability. On the contrary RMT, as with total length (TL) and link average branching angle (LABA), did not show differences. Furthermore, in the distribution analysis, normal distribution was observed for all RMT; at the same time, difference was observed in the distribution curve depending on individual RMT. Thus, based on overall RMT analysis values, the top 5% and bottom 5% ranked genotypes were selected. Furthermore, genotypes that showed most consistent for overall RMT have ranked accordingly. This ultimately helps to identify four genotypes (IT 16538, IT 199127, IT 165432, IT 165282) ranked in the highest 5%, whereas nine genotypes (IT 23305, IT 208266, IT 165208, IT 156289, IT 165405, IT 165019, IT 165839, IT 203565, IT 181034) ranked in the lowest 5% for RMT. Moreover, principal component analysis clustered cultivar 2, cultivar 160, and cultivar 274 into one group with high RMT values, and cultivar 335, cultivar 40, and cultivar 249 with low RMT values. The RMT correlation results revealed significantly positive TL and AD correlations with SA (r = 0.96) and LAD (r = 0.85), respectively. However, negative correlations (r = -0.43) were observed between TL and AD. Similarly, AD showed a negative correlation (r = -0.22) with SA. Thus, this result suggests that TL is a more vital factor than AD for determining SA compositions. FAU - Tripathi, Pooja AU - Tripathi P AUID- ORCID: 0000-0001-8369-6848 AD - Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Korea. FAU - Abdullah, Jamila S AU - Abdullah JS AD - Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Korea. FAU - Kim, Jaeyoung AU - Kim J AD - Department of Plant Resources and Environment, Jeju National University, Jeju 63243, Korea. FAU - Chung, Yong-Suk AU - Chung YS AUID- ORCID: 0000-0003-3121-7600 AD - Department of Plant Resources and Environment, Jeju National University, Jeju 63243, Korea. FAU - Kim, Seong-Hoon AU - Kim SH AUID- ORCID: 0000-0003-3244-4266 AD - National Agrobiodiversity Center, National Institute of Agricultural Sciences, RDA, Jeonju 54874, Korea. FAU - Hamayun, Muhammad AU - Hamayun M AD - Department of Botany, Abdul Wali Khan University, Mardan 23200, Pakistan. FAU - Kim, Yoonha AU - Kim Y AD - Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Korea. LA - eng GR - Project No. PJ01567802/Rural Development Administration/ PT - Journal Article DEP - 20211121 PL - Switzerland TA - Plants (Basel) JT - Plants (Basel, Switzerland) JID - 101596181 PMC - PMC8622990 OTO - NOTNLM OT - WinRHIZO OT - root diameter OT - root length OT - root morphological traits OT - root surface area COIS- The authors declare no conflict of interest. EDAT- 2021/11/28 06:00 MHDA- 2021/11/28 06:01 PMCR- 2021/11/21 CRDT- 2021/11/27 01:26 PHST- 2021/09/03 00:00 [received] PHST- 2021/11/03 00:00 [revised] PHST- 2021/11/19 00:00 [accepted] PHST- 2021/11/27 01:26 [entrez] PHST- 2021/11/28 06:00 [pubmed] PHST- 2021/11/28 06:01 [medline] PHST- 2021/11/21 00:00 [pmc-release] AID - plants10112535 [pii] AID - plants-10-02535 [pii] AID - 10.3390/plants10112535 [doi] PST - epublish SO - Plants (Basel). 2021 Nov 21;10(11):2535. doi: 10.3390/plants10112535.