Biodiv Sci ›› 2019, Vol. 27 ›› Issue (5): 543-556. DOI: 10.17520/biods.2018214
Special Issue: 青藏高原生物多样性与生态安全; 物种形成与系统进化
• Original Papers • Previous Articles Next Articles
Shao Xinning1,2,Song Dazhao3,Huang Qiaowen3,Li Sheng1,2,Yao Meng1,2,*()
Received:
2018-08-03
Accepted:
2019-01-25
Online:
2019-05-20
Published:
2019-05-20
Contact:
Yao Meng
Shao Xinning, Song Dazhao, Huang Qiaowen, Li Sheng, Yao Meng. Fast surveys and molecular diet analysis of carnivores based on fecal DNA and metabarcoding[J]. Biodiv Sci, 2019, 27(5): 543-556.
物种 Species | 样品数 No. of sample | 物种预判 样品数 No. of morphologically identified sample | 预判正确 样品数 No. of correctly identified sample | 预判正确率 Accuracy of morphological identification (%) | |
---|---|---|---|---|---|
狼 Canis lupus | 8 | 4 | 1 | 25.0 | |
狗 Canis lupus familiaris | 6 | 6 | 1 | 16.7 | |
豹猫 Prionailurus bengalensis | 6 | 4 | 4 | 100 | |
赤狐 Vulpes vulpes | 3 | 3 | 0 | 0 | |
棕熊 Ursus arctos | 3 | 3 | 0 | 0 | |
豹 Panthera pardus | 1 | 1 | 1 | 100 | |
雪豹 Panthera uncia | 1 | 1 | 1 | 100 | |
合计 Total | 28 | 22 | 8 | 36.4 |
Table 1 Summary of species identification by DNA barcoding and fecal morphology
物种 Species | 样品数 No. of sample | 物种预判 样品数 No. of morphologically identified sample | 预判正确 样品数 No. of correctly identified sample | 预判正确率 Accuracy of morphological identification (%) | |
---|---|---|---|---|---|
狼 Canis lupus | 8 | 4 | 1 | 25.0 | |
狗 Canis lupus familiaris | 6 | 6 | 1 | 16.7 | |
豹猫 Prionailurus bengalensis | 6 | 4 | 4 | 100 | |
赤狐 Vulpes vulpes | 3 | 3 | 0 | 0 | |
棕熊 Ursus arctos | 3 | 3 | 0 | 0 | |
豹 Panthera pardus | 1 | 1 | 1 | 100 | |
雪豹 Panthera uncia | 1 | 1 | 1 | 100 | |
合计 Total | 28 | 22 | 8 | 36.4 |
分类等级 Taxonomic level | 种 Species | 属 Genus | 科 Family | 目 Order | 总计Total |
---|---|---|---|---|---|
MOTU数目 MOTU no. | 17 | 8 | 2 | 1 | 28 |
比例 Percentage (%) | 60.7 | 28.6 | 7.1 | 3.6 |
Table 2 Number of prey MOTUs assigned to various taxonomic levels
分类等级 Taxonomic level | 种 Species | 属 Genus | 科 Family | 目 Order | 总计Total |
---|---|---|---|---|---|
MOTU数目 MOTU no. | 17 | 8 | 2 | 1 | 28 |
比例 Percentage (%) | 60.7 | 28.6 | 7.1 | 3.6 |
食物 MOTU Food MOTU | 在不同食肉动物样品中的出现频次 Occurrence frequency in different carnivore samples | GenBank 最佳匹配物种 Best match species in GenBank | ||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
拉丁学名 Scientific name | MOTU 名称 MOTU name | 狼 Wolf | 狗 Dog | 豹猫 Leopard cat | 棕熊 Brown bear | 赤狐 Red fox | 豹 Leopard | 雪豹 Snow leopard | 中文名 Chinese name | 拉丁名 Scientific name | 最高一致度 Best identity (%) | 序列号 Accession no. | ||||||||||||||
N = 8 | N = 6 | N = 6 | N = 3 | N = 3 | N = 1 | N = 1 | ||||||||||||||||||||
偶蹄目 Artiodactyla | ||||||||||||||||||||||||||
Bos grunniens | 家牦牛 | 6 | 4 | 6 | 1 | 0 | 0 | 0 | 家牦牛 | Bos grunniens | 100 | KX232527.1 | ||||||||||||||
Elaphodus cephalophus | 毛冠鹿 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 毛冠鹿 | Elaphodus cephalophus | 99 | DQ873526.1 | ||||||||||||||
Sus scrofa | 野猪 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 野猪 | Sus scrofa | 100 | KX886757.1 | ||||||||||||||
Pseudois nayaur | 岩羊 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 岩羊 | Pseudois nayaur | 100 | KP998469.1 | ||||||||||||||
Moschus | 麝属 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 马麝/林麝 | Moschus chrysogaster/ Moschus berezovskii | 100 | KP684123.1/ AY184425.1 | ||||||||||||||
Przewalskium albirostris | 白唇鹿 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 白唇鹿 | Przewalskium albirostris | 100 | JN632690.1 | ||||||||||||||
Naemorhedus griseus | 中华斑羚 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 中华斑羚 | Naemorhedus griseus | 100 | JN632664.1 | ||||||||||||||
奇蹄目 Perissodactyla | ||||||||||||||||||||||||||
Equus caballus | 马 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 马 | Equus caballus | 100 | KU575247.1 | ||||||||||||||
兔形目 Lagomorpha | ||||||||||||||||||||||||||
Ochotona curzoniae | 高原鼠兔 | 2 | 3 | 5 | 0 | 2 | 0 | 0 | 高原鼠兔 | Ochotona curzoniae | 100 | KM225732.1 | ||||||||||||||
Lepus oiostolus | 高原兔 | 1 | 0 | 6 | 0 | 0 | 0 | 0 | 高原兔 | Lepus oiostolus | 99 | AY745187.1 | ||||||||||||||
啮齿目 Rodentia | ||||||||||||||||||||||||||
Neodon irene | 高原松田鼠 | 4 | 1 | 5 | 0 | 2 | 0 | 0 | 高原松田鼠 | Neodon irene | 100 | HQ416908.1 | ||||||||||||||
Apodemus | 姬鼠属 | 2 | 0 | 5 | 0 | 0 | 0 | 0 | 大耳姬鼠| 高山姬鼠 | Apodemus latronum| Apodemus chevrier | 100| 99 | HQ333256.1| HQ896683.1 | ||||||||||||||
Marmota himalayana | 喜马拉雅 旱獭 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 喜马拉雅 旱獭 | Marmota himalayana | 100 | JX069958.1 | ||||||||||||||
Niviventer excelsior | 川西白腹鼠 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 川西白腹鼠 | Niviventer excelsior | 99 | JQ927552.1 | ||||||||||||||
Trogopterus xanthipes | 复齿鼯鼠 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 复齿鼯鼠 | Trogopterus xanthipes | 97 | AY227546.1 | ||||||||||||||
Petaurista | 鼯鼠属 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 红背鼯鼠/ 霜背大鼯鼠| 红白鼯鼠 | Petaurista petaurista/ Petaurista philippensis| Petaurista alborufus | 98| 97 | KP973556.1/ KP973555.1| AY227541.1 | ||||||||||||||
Eozapus setchuanus | 林跳鼠 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 林跳鼠 | Eozapus setchuanus | 98 | KJ648495.1 | ||||||||||||||
食物MOTU Food MOTU | 在不同食肉动物样品中的出现频次 Occurrence frequency in different carnivore samples | GenBank最佳匹配物种 Best match species in GenBank | ||||||||||||||||||||||||
拉丁学名 Scientific name | MOTU 名称 MOTU name | 狼 Wolf | 狗 Dog | 豹猫 Leopard cat | 棕熊 Brown bear | 赤狐 Red fox | 豹 Leopard | 雪豹 Snow leopard | 中文名 Chinese name | 拉丁名 Scientific name | 最高一致度 Best identity (%) | 序列号 Accession no. | ||||||||||||||
N = 8 | N = 6 | N = 6 | N = 3 | N = 3 | N = 1 | N = 1 | ||||||||||||||||||||
食肉目 Carnivora | ||||||||||||||||||||||||||
Arctonyx albogularis | 猪獾 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 猪獾 | Arctonyx albogularis | 100 | HM106329.1 | ||||||||||||||
鼩形目 Soricomorpha | ||||||||||||||||||||||||||
Sorex | 鼩鼱属 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 纹背鼩鼱/ 小纹背鼩鼱| 长爪鼩鼱/ 普通鼩鼱 | Sorex cylindricauda/ Sorex bedfordiae| Sorex unguiculatus/ Sorex araneus | 99| 98 | KF696672.1/ GU981054.1| KX754508.1/ KT210896.1 | ||||||||||||||
鲤形目 Cypriniformes | ||||||||||||||||||||||||||
Cyprinidae | 鲤科 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 汪氏近红鲌/ 厚颌鲂 | Ancherythroculter wangi/ Megalobrama pellegrini | 100 | MG783573.1/ JX242529.1 | ||||||||||||||
鸡形目 Galliformes | ||||||||||||||||||||||||||
Crossoptilon crossoptilon | 白马鸡 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 白马鸡 | Crossoptilon crossoptilon | 100 | KP259808.1 | ||||||||||||||
Gallus gallus | 家鸡 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 原鸡 | Gallus gallus | 100 | KX987152.1 | ||||||||||||||
Perdix | 山鹑属 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 斑翅山鹑/ 高原山鹑/ 灰山鹑 | Perdix dauurica/ Perdix hodgsoniae/ Perdix perdix | 100 | KY411596.1/ KF027440.1/ KF781322.1 | ||||||||||||||
雁形目 Anseriformes | ||||||||||||||||||||||||||
Anas | 鸭属 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 绿头鸭/ 琵嘴鸭/ 绿翅鸭/ 斑嘴鸭/ 针尾鸭 | Anas platyrhynchos/ Anas clypeata/ Anas crecca/ Anas poecilorhyncha/ Anas acuta | 100 | KX592536.1/ KT345702.1/ KC771255.1/ KC466567.1/ KF312717.1 | ||||||||||||||
雀形目 Passeriformes | ||||||||||||||||||||||||||
Phylloscopus 1 | 柳莺属1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 暗绿柳莺| 淡眉柳莺 | Phylloscopus trochiloides| Phylloscopus humei | 99| 98 | KP267717.1| KP267716.1 | ||||||||||||||
Phylloscopus 2 | 柳莺属2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 褐柳莺/ 黄腰柳莺/ 乌嘴柳莺 | Phylloscopus fuscatus/ Phylloscopus proregulus/ Phylloscopus maculipennis | 100 | JF505332.1/ AY635103.1 /AY635100.1 | ||||||||||||||
Muscicapidae 1 | 鸫科 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 鹊鸲/ 北红尾鸲 | Copsychus saularis/ Phoenicurus auroreus | 99 | KU058637.1/ KF997864.1/ KF997863.1 | ||||||||||||||
Passeriformes | 雀形目 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 家燕/ 红喉歌鸲 | Hirundo rustica/ Luscinia calliope | 96 | KX398931.1/ HQ690246.1 |
Table 3 Summary of prey MOTUs of seven carnivores identified by molecular dietary analysis. Species with the identical sequence identity are separated by “/”, and species with ≥ 1% difference in sequence identity are separated by “|”.
食物 MOTU Food MOTU | 在不同食肉动物样品中的出现频次 Occurrence frequency in different carnivore samples | GenBank 最佳匹配物种 Best match species in GenBank | ||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
拉丁学名 Scientific name | MOTU 名称 MOTU name | 狼 Wolf | 狗 Dog | 豹猫 Leopard cat | 棕熊 Brown bear | 赤狐 Red fox | 豹 Leopard | 雪豹 Snow leopard | 中文名 Chinese name | 拉丁名 Scientific name | 最高一致度 Best identity (%) | 序列号 Accession no. | ||||||||||||||
N = 8 | N = 6 | N = 6 | N = 3 | N = 3 | N = 1 | N = 1 | ||||||||||||||||||||
偶蹄目 Artiodactyla | ||||||||||||||||||||||||||
Bos grunniens | 家牦牛 | 6 | 4 | 6 | 1 | 0 | 0 | 0 | 家牦牛 | Bos grunniens | 100 | KX232527.1 | ||||||||||||||
Elaphodus cephalophus | 毛冠鹿 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 毛冠鹿 | Elaphodus cephalophus | 99 | DQ873526.1 | ||||||||||||||
Sus scrofa | 野猪 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 野猪 | Sus scrofa | 100 | KX886757.1 | ||||||||||||||
Pseudois nayaur | 岩羊 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 岩羊 | Pseudois nayaur | 100 | KP998469.1 | ||||||||||||||
Moschus | 麝属 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 马麝/林麝 | Moschus chrysogaster/ Moschus berezovskii | 100 | KP684123.1/ AY184425.1 | ||||||||||||||
Przewalskium albirostris | 白唇鹿 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 白唇鹿 | Przewalskium albirostris | 100 | JN632690.1 | ||||||||||||||
Naemorhedus griseus | 中华斑羚 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 中华斑羚 | Naemorhedus griseus | 100 | JN632664.1 | ||||||||||||||
奇蹄目 Perissodactyla | ||||||||||||||||||||||||||
Equus caballus | 马 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 马 | Equus caballus | 100 | KU575247.1 | ||||||||||||||
兔形目 Lagomorpha | ||||||||||||||||||||||||||
Ochotona curzoniae | 高原鼠兔 | 2 | 3 | 5 | 0 | 2 | 0 | 0 | 高原鼠兔 | Ochotona curzoniae | 100 | KM225732.1 | ||||||||||||||
Lepus oiostolus | 高原兔 | 1 | 0 | 6 | 0 | 0 | 0 | 0 | 高原兔 | Lepus oiostolus | 99 | AY745187.1 | ||||||||||||||
啮齿目 Rodentia | ||||||||||||||||||||||||||
Neodon irene | 高原松田鼠 | 4 | 1 | 5 | 0 | 2 | 0 | 0 | 高原松田鼠 | Neodon irene | 100 | HQ416908.1 | ||||||||||||||
Apodemus | 姬鼠属 | 2 | 0 | 5 | 0 | 0 | 0 | 0 | 大耳姬鼠| 高山姬鼠 | Apodemus latronum| Apodemus chevrier | 100| 99 | HQ333256.1| HQ896683.1 | ||||||||||||||
Marmota himalayana | 喜马拉雅 旱獭 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 喜马拉雅 旱獭 | Marmota himalayana | 100 | JX069958.1 | ||||||||||||||
Niviventer excelsior | 川西白腹鼠 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 川西白腹鼠 | Niviventer excelsior | 99 | JQ927552.1 | ||||||||||||||
Trogopterus xanthipes | 复齿鼯鼠 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 复齿鼯鼠 | Trogopterus xanthipes | 97 | AY227546.1 | ||||||||||||||
Petaurista | 鼯鼠属 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 红背鼯鼠/ 霜背大鼯鼠| 红白鼯鼠 | Petaurista petaurista/ Petaurista philippensis| Petaurista alborufus | 98| 97 | KP973556.1/ KP973555.1| AY227541.1 | ||||||||||||||
Eozapus setchuanus | 林跳鼠 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 林跳鼠 | Eozapus setchuanus | 98 | KJ648495.1 | ||||||||||||||
食物MOTU Food MOTU | 在不同食肉动物样品中的出现频次 Occurrence frequency in different carnivore samples | GenBank最佳匹配物种 Best match species in GenBank | ||||||||||||||||||||||||
拉丁学名 Scientific name | MOTU 名称 MOTU name | 狼 Wolf | 狗 Dog | 豹猫 Leopard cat | 棕熊 Brown bear | 赤狐 Red fox | 豹 Leopard | 雪豹 Snow leopard | 中文名 Chinese name | 拉丁名 Scientific name | 最高一致度 Best identity (%) | 序列号 Accession no. | ||||||||||||||
N = 8 | N = 6 | N = 6 | N = 3 | N = 3 | N = 1 | N = 1 | ||||||||||||||||||||
食肉目 Carnivora | ||||||||||||||||||||||||||
Arctonyx albogularis | 猪獾 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 猪獾 | Arctonyx albogularis | 100 | HM106329.1 | ||||||||||||||
鼩形目 Soricomorpha | ||||||||||||||||||||||||||
Sorex | 鼩鼱属 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 纹背鼩鼱/ 小纹背鼩鼱| 长爪鼩鼱/ 普通鼩鼱 | Sorex cylindricauda/ Sorex bedfordiae| Sorex unguiculatus/ Sorex araneus | 99| 98 | KF696672.1/ GU981054.1| KX754508.1/ KT210896.1 | ||||||||||||||
鲤形目 Cypriniformes | ||||||||||||||||||||||||||
Cyprinidae | 鲤科 | 2 | 1 | 0 | 1 | 0 | 0 | 0 | 汪氏近红鲌/ 厚颌鲂 | Ancherythroculter wangi/ Megalobrama pellegrini | 100 | MG783573.1/ JX242529.1 | ||||||||||||||
鸡形目 Galliformes | ||||||||||||||||||||||||||
Crossoptilon crossoptilon | 白马鸡 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 白马鸡 | Crossoptilon crossoptilon | 100 | KP259808.1 | ||||||||||||||
Gallus gallus | 家鸡 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 原鸡 | Gallus gallus | 100 | KX987152.1 | ||||||||||||||
Perdix | 山鹑属 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 斑翅山鹑/ 高原山鹑/ 灰山鹑 | Perdix dauurica/ Perdix hodgsoniae/ Perdix perdix | 100 | KY411596.1/ KF027440.1/ KF781322.1 | ||||||||||||||
雁形目 Anseriformes | ||||||||||||||||||||||||||
Anas | 鸭属 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 绿头鸭/ 琵嘴鸭/ 绿翅鸭/ 斑嘴鸭/ 针尾鸭 | Anas platyrhynchos/ Anas clypeata/ Anas crecca/ Anas poecilorhyncha/ Anas acuta | 100 | KX592536.1/ KT345702.1/ KC771255.1/ KC466567.1/ KF312717.1 | ||||||||||||||
雀形目 Passeriformes | ||||||||||||||||||||||||||
Phylloscopus 1 | 柳莺属1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 暗绿柳莺| 淡眉柳莺 | Phylloscopus trochiloides| Phylloscopus humei | 99| 98 | KP267717.1| KP267716.1 | ||||||||||||||
Phylloscopus 2 | 柳莺属2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 褐柳莺/ 黄腰柳莺/ 乌嘴柳莺 | Phylloscopus fuscatus/ Phylloscopus proregulus/ Phylloscopus maculipennis | 100 | JF505332.1/ AY635103.1 /AY635100.1 | ||||||||||||||
Muscicapidae 1 | 鸫科 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 鹊鸲/ 北红尾鸲 | Copsychus saularis/ Phoenicurus auroreus | 99 | KU058637.1/ KF997864.1/ KF997863.1 | ||||||||||||||
Passeriformes | 雀形目 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 家燕/ 红喉歌鸲 | Hirundo rustica/ Luscinia calliope | 96 | KX398931.1/ HQ690246.1 |
Fig. 2 Dietary compositions by prey order identified in the diets of different carnivores. %RO indicates the relative frequency of occurrence of different food MOTUs.
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