Skip to main content
Log in

The Environment Strongly Affects Estimates of Heterosis in Hybrid Sweet Sorghum

  • Research Article
  • Published:
Sugar Tech Aims and scope Submit manuscript

Abstract

Sweet sorghum [Sorghum bicolor (L.) Moench] has potential as a biofuel feedstock, but hybrid cultivars are needed to support an industry based on this crop. The purpose of this study was to compare five inbred sweet sorghum lines and 15 hybrids derived from them and to determine the extent of environmental effects on estimates of hybrid vigor (heterosis) and heritability for various agronomic traits. The test was repeated across 2 years (2013 and 2015) and three planting dates each year (April, May, and June) at Tifton, GA, USA. Environmental conditions were highly variable, and thus, estimates of heterosis for various traits, as well as correlations between hybrids and midparents (average of the inbred parents), were also variable. In the 2015 season, a new insect pest, sugarcane aphid (Melanaphis sacchari Zehntner), appeared to cause reduced juice Brix in the April planting. Hybrids generally flowered earlier than their inbred male-parent lines, and flowering time was highly correlated between midparents and hybrids. Hybrids frequently had greater lodging percentage than inbreds, but lodging was also correlated between midparents and hybrids in four environments. Heterosis for juice Brix and sugar yield was uncommon, while heterosis for panicle (grain) yield was frequently observed. Based on this study, it will be difficult to predict hybrid performance for juice Brix, sugar yield, and panicle yield based on inbred performance. Testing in multiple environments will be essential for the development of sweet sorghum hybrids, and there is a critical need for sweet sorghum cultivars with resistance to sugarcane aphids.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Armstrong, J.S., W.L. Rooney, G.C. Peterson, R.T. Villenueva, M.J. Brewer, and D. Sekula-Ortiz. 2015. Sugarcane aphid (Hemiptera: Aphididae): Host range and sorghum resistance including cross-resistance from greenbug sources. Journal of Economic Entomology 108: 576–582.

    Article  PubMed  Google Scholar 

  • Broadhead, D.M., and O.H. Coleman. 1973. Registration of Dale sweet sorghum. Crop Science 13: 776.

    Article  Google Scholar 

  • Broadhead, D.M., and K.C. Freeman. 1980. Stalk and sugar yield of sweet sorghum as affected by spacing. Agronomy Journal 72: 523–524.

    Article  Google Scholar 

  • Bunphan, D., P. Jaisil, J. Sanitchon, J.E. Knoll, and W.F. Anderson. 2015a. Heterosis and combining ability of F 1 hybrid sweet sorghum in Thailand. Crop Science 55: 178–187.

    Article  Google Scholar 

  • Bunphan, D., P. Jaisil, J. Sanitchon, J.E. Knoll, and W.F. Anderson. 2015b. Estimation methods and parameter assessment for ethanol yields from total soluble solids of sweet sorghum. Industrial Crops and Products 63: 349–356.

    Article  CAS  Google Scholar 

  • Corn, R.J. 2009. Heterosis and composition of sweet sorghum. PhD diss., Texas A&M University, College Station, TX.

  • Eggleston, G., M. Cole, and B. Andrzejewski. 2013. New commercially viable processing technologies for the production of sugar feedstocks from sweet sorghum (Sorghum bicolor L. Moench) for manufacture of biofuels and bioproducts. Sugar Tech 15: 232–249.

    Article  CAS  Google Scholar 

  • Ene, M., E.A. Leighton, G.L. Blue, and B.A. Bell. 2015. Multilevel models for categorical data using SAS® PROC GLIMMIX: The basics. In Proceedings of the SAS ® global forum 2015 conference, Paper 3430-2015. Cary, NC: SAS Institute, Inc.

  • Erickson, J.E., Z.R. Helsel, K.R. Woodard, J.M.B. Vendramini, Y. Wang, L.E. Sollenberger, and R.A. Gilbert. 2011. Planting date affects biomass and brix of sweet sorghum grown for biofuel across Florida. Agronomy Journal 103: 1827–1833.

    Article  Google Scholar 

  • Erickson, J.E., K.R. Woodard, and L.E. Sollenberger. 2012. Optimizing sweet sorghum production for biofuel in the southeastern USA through nitrogen fertilization and top removal. Bioenergy Research 5: 86–94.

    Article  Google Scholar 

  • Fehr, W.R. 1991. Principles of cultivar development. Vol. 1. Theory and technique, 536. New York: Macmillan.

    Google Scholar 

  • Frey, K.J., and T. Horner. 1957. Heritability in standard units. Agronomy Journal 49: 59–62.

    Article  Google Scholar 

  • Gorz, H.J., F.A. Haskins, and B.E. Johnson. 1990. Registration of 15 germplasm lines of grain sorghum and sweet sorghum. Crop Science 30: 762–763.

    Article  Google Scholar 

  • Hagan, A.K., K.L. Bowen, M. Pegues, and J. Jones. 2014. Nitrogen rate and variety impact diseases and yield of sorghum for biofuel. Agronomy Journal 106: 1205–1211.

    Article  Google Scholar 

  • House, L.R. 1985. A guide to sorghum breeding, 2nd ed, 206. Patancheru, Andhra Pradesh: ICRISAT.

    Google Scholar 

  • Houx III, J.H., C.A. Roberts, and F.B. Fritschi. 2013. Evaluation of sweet sorghum bagasse as an alternative livestock feed. Crop Science 53: 1784–1790.

    Article  Google Scholar 

  • Knoll, J.E., and W.F. Anderson. 2016. Yield components in hybrid versus inbred sweet sorghum. Crop Science 56: 2638–2646.

    Article  Google Scholar 

  • Makanda, I., P. Tongoona, and J. Derera. 2009. Combining ability and heterosis of sorghum germplasm for stem sugar traits under off-season conditions in tropical lowland environments. Field Crops Research 114: 272–279.

    Article  Google Scholar 

  • Maw, M.J.W., J.H. Houx III, and F.B. Fritschi. 2016. Sweet sorghum ethanol yield component response to nitrogen fertilization. Industrial Crops and Products 84: 43–49.

    Article  CAS  Google Scholar 

  • Monroe, G.E., R.L. Nichols, W.L. Bryan, and H.R. Sumner. 1984. Sweet sorghum juice extraction with 3-roll mills. Transactions of the ASAE 27: 651–654.

    Article  Google Scholar 

  • Pedersen, J.F., S.E. Sattler, and W.F. Anderson. 2013. Evaluation of public sweet sorghum A-lines for use in hybrid production. Bioenergy Research 6: 912–1102.

    Article  Google Scholar 

  • Pfeiffer, T.W., M.J. Bitzer, J. Toy, and J.F. Pedersen. 2010. Heterosis in sweet sorghum and selection of a new sweet sorghum hybrid for use in syrup production in Appalachia. Crop Science 50: 1788–1794.

    Article  Google Scholar 

  • Promkhambut, A., A. Polthanee, C. Akkasaeng, and A. Younger. 2011. Growth, yield and aerenchyma formation of sweet and multipurpose sorghum (Sorghum bicolor L. Moench) as affected by flooding at different growth stages. Australian Journal of Crop Science 5: 954–965.

    Google Scholar 

  • Rani, C., A.V. Umakanth, V. Iraddi, and V.K. Tanmay. 2013. Heterosis studies for ethanol yield and its related traits in F 1 hybrids of sweet sorghum [Sorghum bicolor (L.) Moench]. Madras Agriculture Journal 100(1–3): 1–8.

    Google Scholar 

  • Rao, S.S., J.V. Patil, P.V.V. Prasad, D.C.S. Reddy, J.S. Mishra, A.V. Umakanth, B.V.S. Reddy, and A.A. Kumar. 2013. Sweet sorghum planting effects on stalk yield and sugar quality in semi-arid tropical environment. Agronomy Journal 105: 1458–1465.

    Article  Google Scholar 

  • Ritter, K.B., D.R. Jordan, S.C. Chapman, I.D. Godwin, E.S. Mace, and C.L. McIntyre. 2008. Identification of QTL for sugar-related traits in a sweet × grain sorghum (Sorghum bicolor L. Moench) recombinant inbred population. Molecular Breeding 22: 367–384.

    Article  Google Scholar 

  • Roberts, C.A., J.H. Houx III, and F.B. Fritschi. 2011. Near-infrared analysis of sweet sorghum bagasse. Crop Science 51: 2284–2288.

    Article  Google Scholar 

  • Schaffert, R.E. 1995. Sweet sorghum substrate for industrial alcohol. In Sorghum and millets: chemistry and technology, ed. D.A.V. Dendy, 365–374. St. Paul, MN: American Association of Cereal Chemists Inc.

    Google Scholar 

  • Sharma, H.C., V.R. Bhagwat, D.G. Daware, D.B. Pawar, R.S. Munghate, S.P. Sharma, A.A. Kumar, B.V.S. Reddy, K.B. Prabhakar, S.S. Ambekar, and S.R. Gadakh. 2014. Identification of sorghum genotypes with resistance to the sugarcane aphid Melanaphis sacchari under natural and artificial infestation. Plant Breeding 133: 36–44.

    Article  CAS  Google Scholar 

  • Shiringani, A.L., M. Frisch, and W. Friedt. 2010. Genetic mapping of QTLs for sugar-related traits in a RIL population of Sorghum bicolor L. Moench. Theoretical and Applied Genetics 121: 323–336.

    Article  CAS  PubMed  Google Scholar 

  • Somani, R.B., and J.R.N. Taylor. 2003. Sorghum: A potential source of raw material for agro-industries. In Alternative uses of sorghum and pearl millet in Asia. Proceedings of the expert meeting, 1–4 July. Common Fund for Commodities Technical Paper No. 34, 146–168. Patancheru, Andhra Pradesh: ICRISAT.

  • Tamang, P.L., K.F. Bronson, A. Malapati, R. Schwartz, J. Johnson, and J. Moore-Kucera. 2011. Nitrogen requirements for ethanol production from sweet and photoperiod sensitive sorghums in the Southern High Plains. Agronomy Journal 103: 431–440.

    Article  CAS  Google Scholar 

  • Uchino, H., T. Watanabe, K. Ramu, K.L. Sahrawat, S. Marimuthu, S.P. Wani, and O. Ito. 2013. Effects of nitrogen application on sweet sorghum (Sorghum bicolor (L.) Moench) in the semi-arid tropical zone of India. Japan Agriculture Research Quarterly 47: 65–73.

    Article  CAS  Google Scholar 

  • Umakanth, A.V., J.V. Patill, C. Rani, S.R. Gadakh, S.S. Kumar, S.S. Rao, and T.V. Kotasthane. 2012. Combining ability and heterosis over environments for stalk and sugar related traits in sweet sorghum (Sorghum bicolor (L.) Moench.). Sugar Tech 14(3): 237–246.

    Article  CAS  Google Scholar 

  • University of Georgia Weather Network. 2016. http://weather.uga.edu.

  • Veal, M.W., M.S. Chinn, and M.B. Whitfield. 2014. Sweet sorghum production to support energy and industrial products. North Carolina Cooperative Extension Publication AG-787.

  • Zhang, F., Y. Wang, H. Yu, K. Zhu, Z. Zhang, and F.L.J. Zou. 2016. Effect of excessive soil moisture stress on sweet sorghum: physiological changes and productivity. Pakistan Journal of Botany 48: 1–9.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Joseph E. Knoll.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Electronic Supplementary Material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 12 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Knoll, J.E., Anderson, W.F., Harris-Shultz, K.R. et al. The Environment Strongly Affects Estimates of Heterosis in Hybrid Sweet Sorghum. Sugar Tech 20, 261–274 (2018). https://doi.org/10.1007/s12355-018-0596-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12355-018-0596-0

Keywords

Navigation