Mulberry (Morus alba L.) represents one of the most commonly utilized plants in traditional medicine and as a nutritional plant used worldwide. The polyhydroxylated alkaloid 1-deoxynojirimycin (DNJ) is the major bioactive compounds of mulberry in treating diabetes. However, the DNJ content in mulberry is very low. Therefore, identification of key genes involved in DNJ alkaloid biosynthesis will provide a basis for the further analysis of its biosynthetic pathway and ultimately for the realization of synthetic biological production. Here, two cDNA libraries of mulberry leaf samples with different DNJ contents were constructed. Approximately 16 Gb raw RNA-Seq data was generated and de novo assembled into 112,481 transcripts, with an average length of 766 bp and an N50 value of 1,392. Subsequently, all unigenes were annotated based on nine public databases; 11,318 transcripts were found to be significantly differentially regulated. A total of 38 unique candidate genes were identified as being involved in DNJ alkaloid biosynthesis in mulberry, and nine unique genes had significantly different expression. Three key transcripts of DNJ biosynthesis were identified and further characterized using RT-PCR; they were assigned to lysine decarboxylase and primary-amine oxidase genes. Five CYP450 transcripts and two methyltransferase transcripts were significantly associated with DNJ content. Overall, the biosynthetic pathway of DNJ alkaloid was preliminarily speculated.
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Univ North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
Univ North Bengal, Dept Bot, Nanobiol & Phytotherapy Lab, Siliguri 734013, W Bengal, IndiaUniv North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
Das, Dipayan
Bhattacharyya, Subires
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Univ North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
Univ North Bengal, Dept Bot, Nanobiol & Phytotherapy Lab, Siliguri 734013, W Bengal, IndiaUniv North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
Bhattacharyya, Subires
Bhattacharyya, Monidipa
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Univ North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, IndiaUniv North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
Bhattacharyya, Monidipa
Sashankar, Puja
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Govt Gen Degree Coll, Dept Bot, Fagu 735231, Kalimpong, IndiaUniv North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
Sashankar, Puja
Ghosh, Arindam
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Univ Allahabad, Ctr Bioinformat, Inst Interdisciplinary Studies, Prayagraj 211002, India
Univ Eastern Finland, Inst Biomed, Kuopio 70210, FinlandUniv North Bengal, Dept Bot, Plant Physiol & Pharmacognosy Res Lab, Siliguri 734013, W Bengal, India
机构:
Guangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R ChinaGuangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R China
Su, Quan
Sun, Zhiyu
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Shenyang Agr Univ, Coll Forestry, Shenyang, Guangxi, Peoples R ChinaGuangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R China
Sun, Zhiyu
Liu, Yuting
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Shenyang Agr Univ, Coll Forestry, Shenyang, Guangxi, Peoples R ChinaGuangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R China
Liu, Yuting
Lei, Jiawei
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Shenyang Agr Univ, Coll Forestry, Shenyang, Guangxi, Peoples R ChinaGuangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R China
Lei, Jiawei
Zhu, Wenxu
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Shenyang Agr Univ, Coll Forestry, Shenyang, Guangxi, Peoples R ChinaGuangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R China
Zhu, Wenxu
Liao Nanyan
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Guangxi Fangcheng Golden Camellias Natl Nat Reser, Guilin 541006, Guangxi, Peoples R ChinaGuangxi Normal Univ, Coll Life Sci, Guilin, Liaoning, Peoples R China
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Guiyang Coll Tradit Chinese Med, Guiyang 550002, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Li, J.
Lu, R. -H.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Lu, R. -H.
Zhao, A. -C.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Zhao, A. -C.
Wang, X. -L.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Wang, X. -L.
Liu, C. -Y.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Liu, C. -Y.
Zhang, Q. -Y.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Zhang, Q. -Y.
Wang, X. -H.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Wang, X. -H.
Umuhoza, D.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Umuhoza, D.
Jin, X. -Y.
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Southwest Univ, Coll Agron & Biotechnol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Jin, X. -Y.
Lu, C.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Lu, C.
Li, Z. -G.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
Li, Z. -G.
Yu, M. -D.
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Southwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R ChinaSouthwest Univ, Coll Biotechnol, State Key Lab Silkworm Genome Biol, Chongqing 400715, Peoples R China
机构:
Chungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Zhao, Shicheng
Park, Chang Ha
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Chungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Park, Chang Ha
Li, Xiaohua
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Chungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Li, Xiaohua
Kim, Yeon Bok
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Rural Dev Adm, Natl Inst Hort & Herbal Sci, Dept Herbal Crop Res, Eumseong 369873, Chungbuk, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Kim, Yeon Bok
Yang, Jingli
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Northeast Forestry Univ, State Key Lab Forest Genet & Tree Breeding, Harbin 150040, Peoples R ChinaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Yang, Jingli
Sung, Gyoo Byung
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Rural Dev Adm, Natl Acad Agr Sci, Dept Agr Biol, Wonju 565851, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Sung, Gyoo Byung
Park, Nam Il
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Gangneung Wonju Natl Univ, Dept Plant Sci, Gangneung Si 210702, Gangwon Do, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea
Park, Nam Il
Kim, Soonok
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Natl Inst Biol Resources, Biol & Genet Resources Assessment Div, Inchon 404170, South KoreaChungnam Natl Univ, Dept Crop Sci, Daejeon 305764, South Korea