Research Article |
Corresponding author: Jiangrong Li ( jrong06@xza.edu.cn ) Corresponding author: Ning Jiang ( n.jiang@caf.ac.cn ) Academic editor: Nattawut Boonyuen
© 2025 Jieting Li, Yi Li, Jiangrong Li, Ning Jiang.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Li J, Li Y, Li J, Jiang N (2025) Species of Diaporthe (Diaporthaceae, Diaporthales) associated with Alnus nepalensis leaf spot and branch canker diseases in Xizang, China. MycoKeys 116: 185-204. https://doi.org/10.3897/mycokeys.116.142750
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Alnus nepalensis is an important tree species in the Himalayas with significant ecological and economic roles. During disease surveys in Xizang, China, we observed leaf spot and branch canker symptoms on this tree. Fungal isolates associated with these diseases were collected and identified based on morphological characteristics and phylogenetic analysis of ITS, cal, his3, tef1, and tub2 sequences. As a result, Diaporthe alnicola sp. nov. and D. amygdali were identified from the leaf spots, while D. linzhiensis was identified to be associated with the cankered branches. This study identifies pathogenic species from alder trees, providing a foundation for future disease management and forest health research.
Alder, molecular phylogeny, novel taxa, plant disease, Sordariomycetes, taxonomy
Alnus nepalensis (Nepalese alder) is a tree species of significant ecological and economic importance, particularly in the temperate and subtropical regions of the Himalayas, including Xizang, Nepal, and northern India (
Diaporthe is a pathogenic fungal genus in the Diaporthaceae (Diaporthales, Sordariomycetes, Ascomycota) (
Diaporthe is a species-rich genus with nearly 1,300 epithets listed in Index Fungorum (https://www.indexfungorum.org/). Over the past decade, many new species of this genus have been described based on both morphological characteristics and molecular phylogeny (
Disease investigations were conducted from June to October in 2024 in Bayi District and Bomi County, Linzhi City, Xizang, China. Branch canker and leaf spot symptoms were observed, with canker being relatively rare and leaf spots more commonly encountered (Fig.
Sample branches and leaves were washed with sterile water and dried using refined absorbent cotton. Tissue fragments (5 × 5 mm) from both healthy and diseased samples were cut with a sterilized surgical knife, then immersed in 75% alcohol for 1 min, subsequently washed three times for 30 seconds each in sterile water, and dried with refined absorbent cotton. These tissue fragments were then transferred to the surface of Potato Dextrose Agar (PDA) plates. Hyphal tips grown from the tissue fragments on PDA were observed under a stereomicroscope (Discovery v8, Zeiss, Oberkochen, Germany). The fragments were then subcultured onto fresh PDA plates to obtain pure cultures. Type specimens were deposited in the herbarium of the Chinese Academy of Forestry (CAF), and ex-type isolates were stored in the China Forestry Culture Collection Center (CFCC, https://cfcc.caf.ac.cn/).
Cultures were grown on PDA, malt extract agar (MEA), and synthetic nutrient agar (SNA) plates for observation. Conidiomata formed on the culture plates and branches were studied. The conidiomata were carefully sectioned using a double-edged blade, and fungal structures were observed under a Zeiss Discovery v8 stereomicroscope. Conidiophores, conidiogenous cells, and conidia were further examined and photographed using an Olympus BX51 microscope (Tokyo, Japan).
The genomic DNA of the Diaporthe isolates obtained in this study was extracted from young colonies grown on PDA plates following the protocol of
Gene Regions | Primers | PCR conditions | References |
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ITS | ITS1/ITS4 | 95 °C for 4 min, 35 cycles of 94 °C for 45 s, 48 °C for 1 min, and 72 °C for 2 min, 72 °C for 10 min |
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cal | CAL228F/CAL737R | 95 °C for 4 min, 35 cycles of 94 °C for 45 s, 54 °C for 1 min, and 72 °C for 2 min, 72 °C for 10 min |
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his3 | CYLH3F/H3-1b | 95 °C for 5 min, 35 cycles of 95 °C for 1 min, 57 °C, 1.25 min, and 72 °C for 2 min, 72 °C for 10 min |
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tef1 | EF1-728F/EF1-986R | 94 °C for 3 min, 35 cycles of 94 °C for 30 s, 54 °C for 50 s, and 72 °C for 2 min, 72 °C for 10 min |
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tub2 | T1(Bt2a)/Bt2b | 95 °C for 4 min, 35 cycles of 94 °C for 45 s, 54 °C for 1 min, and 72 °C for 2 min, 72 °C for 10 min |
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The ITS, cal, his3, tef1, and tub2 gene sequences obtained in this study were queried against the GenBank nucleotide database located at the National Center for Biotechnology Information (NCBI) to identify closely related sequences and determine the associated species. Sequence data for related taxa were retrieved from
Species | Strain | GenBank accession numbers | References | ||||
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ITS | tef1 | tub2 | cal | his3 | |||
Diaporthe acaciigena | CBS 129521 | KC343005 | KC343731 | KC343973 | KC343247 | KC343489 |
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D. alnicola | CFCC 70997* | PQ636515 | PQ635059 | PQ635065 | PQ635047 | PQ635053 | In this study |
D. alnicola | CFCC 70998* | PQ636516 | PQ635060 | PQ635066 | PQ635048 | PQ635054 | In this study |
D. amygdali | CBS 126679 | KC343022 | KC343748 | KC343990 | KC343264 | KC343506 |
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D. amygdali | CBS 111811 | KC343019 | KC343745 | KC343987 | KC343261 | KC343503 |
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D. amygdali | CBS 115620 | KC343020 | KC343746 | KC343988 | KC343262 | KC343504 |
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D. amygdali | CBS 120840 | KC343021 | KC343747 | KC343989 | KC343263 | KC343505 |
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D. amygdali syn. D. chongqingensis | CGMCC 3.19603 | MK626916 | MK654866 | MK691321 | MK691209 | MK726257 |
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D. amygdali syn. D. chongqingensis | PSCG 435 | MK626916 | MK654866 | MK691321 | MK691209 | MK726257 |
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D. amygdali syn. D. chongqingensis | PSCG 436 | MK626917 | MK654867 | MK691322 | MK691208 | MK726256 |
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D. amygdali syn. D. chongqingensis | PSCG 436-2 | MK626917 | MK654867 | MK691322 | MK691208 | MK726256 |
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D. amygdali syn. D. fusicola | CGMCC 3.17087 | KF576281 | KF576256 | KF576305 | KF576233 | NA |
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D. amygdali syn. D. fusicola | CGMCC 3.17088 | KF576263 | KF576238 | KF576287 | KF576221 | NA |
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D. amygdali syn. D. garethjonesii | MFLUCC 12-0542 | KT459423 | KT459457 | KT459441 | KT459470 | NA |
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D. amygdali syn. D. kadsurae | CFCC 52586 | MH121521 | MH121563 | MH121600 | MH121439 | MH121479 |
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D. amygdali syn. D. kadsurae | CFCC 52587 | MH121522 | MH121564 | MH121601 | MH121440 | MH121480 |
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D. amygdali syn. D. mediterranea | CBS 146754 | MT007496 | MT006996 | MT006693 | MT006768 | MT007102 |
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D. amygdali syn. D. ovoicicola | CGMCC 3.17092 | KF576264 | KF576239 | KF576288 | KF576222 | NA |
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D. amygdali syn. D. ovoicicola | CGMCC 3.17093 | KF576265 | KF576240 | KF576289 | KF576223 | NA |
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D. amygdali syn. D. ovoicicola | CGMCC 3.17094 | KF576266 | KF576241 | KF576290 | KF576224 | NA |
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D. amygdali syn. D. ovoicicola | ACJY62 | MW578711 | MW597404 | MW598141 | MW598161 | MW598183 |
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D. amygdali syn. D. sterilis | CBS 136969 | KJ160579 | KJ160611 | KJ160528 | KJ160548 | MF418350 |
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D. amygdali syn. D. sterilis | CPC 20580 | KJ160582 | KJ160614 | KJ160531 | KJ160551 | NA |
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D. amygdali syn. D. ternstroemia | CGMCC 3.15183 | KC153098 | KC153089 | NA | NA | NA |
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D. amygdali syn. D. ternstroemia | CGMCC 3.15184 | KC153099 | KC153090 | NA | NA | NA |
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D. amygdali | CFCC 70999 | PQ636517 | PQ635061 | PQ635067 | PQ635049 | PQ635055 | In this study |
D. amygdali | Q3B | PQ636518 | PQ635062 | PQ635068 | PQ635050 | PQ635056 | In this study |
D. araucanorum | CBS 145285 | MN509711 | MN509733 | MN509722 | NA | NA |
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D. araucanorum | CBS 145283 | MN509709 | MN509731 | MN509720 | NA | NA |
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D. beckhausii | CBS 138.27 | KC343041 | KC343767 | KC344009 | KC343283 | KC343525 |
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D. benedicti | BPI 893190 | KM669929 | KM669785 | NA | KM669862 |
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D. breviconidiophora | CGMCC 3.24298 | OP056725 | OP150564 | OP150641 | OP150718 | OP150794 |
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D. breviconidiophora | GZCC 22-0030 | OP056725 | OP150564 | OP150641 | OP150718 | OP150794 |
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D. cassines | CPC 21916 | KF777155 | KF777244 | NA | NA | NA |
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D. celticola | CFCC 53074 | MK573948 | MK574623 | MK574643 | MK574587 | MK574603 |
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D. celticola | CFCC 53075 | MK573949 | MK574624 | MK574644 | MK574588 | MK574604 |
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D. crousii | CAA823 | MK792311 | MK828081 | MK837932 | MK883835 | MK871450 |
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D. crousii | CAA820 | MK792300 | MK828072 | MK837923 | MK883828 | MK871441 |
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D. eres | AR5193 | KJ210529 | KJ210550 | KJ420799 | KJ434999 | KJ420850 |
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D. eres | DLR12a | KJ210518 | KJ210542 | KJ420783 | KJ434996 | KJ420833 |
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D. foikelawen | CBS 145289 | MN509713 | MN509735 | MN509724 | NA | NA |
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D. foikelawen | CBS 145287 | MN509714 | MN509736 | MN509725 | NA | NA |
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D. grandifori | SAUCC 194.84 | MT822612 | MT855924 | MT855809 | MT855691 | MT855580 |
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D. guizhouensis | GZCC 20-0338 | OM060254 | OL961761 | OL961762 | OL961763 | NA |
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D. guizhouensis | GZCC 22-0027 | OP056683 | OP150522 | OP150600 | OP150679 | OP150754 |
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D. guizhouensis | GZCC 22-0045 | OP056684 | OP150523 | OP150601 | OP150680 | OP150755 |
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D. heterophyllae | CBS 143769 | MG600222 | MG600224 | MG600226 | MG600218 | MG600220 |
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D. heveae | B23 | KR812219 | NA | NA | NA | NA |
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D. linzhiensis | CFCC 71057* | PQ636519 | PQ635063 | PQ635069 | PQ635051 | PQ635057 | In this study |
D. linzhiensis | N266C* | PQ636520 | PQ635064 | PQ635070 | PQ635052 | PQ635058 | In this study |
D. nothofagi | BRIP 54801 | JX862530 | JX862536 | KF170922 | NA | NA |
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D. obtusifoliae | CBS 143449 | MG386072 | NA | NA | NA | MG386137 |
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D. ocoteae | CPC 26217 | KX228293 | NA | KX228388 | NA | NA |
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D. penetriteum | LC3353 | KP714505 | KP714517 | KP714529 | NA | KP714493 |
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D. pustulata | CBS 109742 | KC343185 | KC343911 | KC344153 | KC343427 | KC343669 |
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D. pustulata | CBS 109784 | KC343187 | KC343913 | KC344155 | KC343429 | KC343671 |
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D. rudis | AR3422 | KC843331 | KC843090 | KC843177 | KC843146 | NA |
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D. rudis | AR3654 | KC843338 | KC843097 | KC843184 | KC843153 | NA |
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D. rudis | DA244 | KC843334 | KC843093 | KC843180 | KC843149 | NA |
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D. rudis | ICMP 16419 | KC145904 | KC145976 | NA | NA | NA |
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D. rudis | ICMP 7025 | KC145885 | KC145995 | NA | NA | NA |
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D. rudis | CBS 113201 | MH862916 | KC343960 | KC344202 | KC343476 | KC343718 |
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D. rudis syn. D. australafricana | CBS 111886 | KC343038 | KC343764 | KC344006 | KC343280 | KC343522 |
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D. rudis syn. D. australafricana | CBS 113487 | KC343039 | KC343765 | KC344007 | KC343281 | KC343523 |
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D. rudis syn. D. cynaroidis | CBS 122676 | KC343058 | KC343784 | KC344026 | KC343300 | KC343542 |
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D. rudis syn. D. patagonica | CBS 145291 | MN509717 | MN509739 | MN509728 | NA | NA |
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D. rudis syn. D. patagonica | CBS 145755 | MN509718 | MN509740 | MN509729 | NA | NA |
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D. rudis syn. D. salicicola | BRIP 54825 | JX862531 | JX862537 | KF170923 | NA | NA |
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D. rudis syn. D. subcylindrospora | KUMCC 17-0151 | MG746629 | MG746630 | MG746631 | NA | NA |
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D. shennongjiaensis | CNUCC 201905 | MN216229 | MN224672 | MN227012 | MN224551 | MN224559 |
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D. shennongjiaensis | CNUCC 201906 | MN216228 | MN224673 | MN227013 | MN224552 | MN224561 |
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D. silvicola | CFCC 54191 | MZ727041 | MZ816347 | MZ753491 | MZ753472 | MZ753481 |
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D. silvicola | M79 | MZ727042 | MZ816348 | MZ753492 | MZ753473 | MZ753482 |
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D. torilicola | MFLUCC 17-1051 | KY964212 | KY964168 | KY964096 | KY964127 |
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D. toxica | CBS 534.93 | KC343220 | KC343946 | KC344188 | KC343462 | KC343704 |
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D. toxica | CBS 546.93 | KC343222 | KC343948 | KC344190 | KC343464 | KC343706 |
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D. virgiliae | CMW 40755 | KP247573 | NA | KP247582 | NA | NA |
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D. virgiliae | CMW 40748 | KP247566 | NA | KP247575 | NA | NA |
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D. zaofenghuang | CGMCC 3.20271 | MW477883 | MW480871 | MW480875 | MW480867 | MW480863 |
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D. zaofenghuang | TZFH3 | MW477884 | MW480872 | MW480876 | MW480868 | MW480864 |
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The isolates described in this study were shown to belong to the Diaporthe Section Rudis and the D. virgiliae species complex, respectively. Maximum likelihood (ML) phylogenetic analysis was conducted using the CIPRES Science Gateway platform (
The pairwise homoplasy index test was employed to confirm the new species status using SplitsTree v.4.16.1 (
For the analysis of Diaporthe Section Rudis, the combined dataset of ITS, cal, his3, tef1, and tub2 comprised 67 strains, with D. eres (AR5193 and DLR12a) used as the outgroup taxa. The final alignment included 2,691 characters (ITS: 451, cal: 702, his3: 410, tef1: 596, tub2: 532), including gaps. The final ML optimization likelihood value of the best RAxML tree was -17019.93, and the matrix contained 1,257 distinct alignment patterns, with 32.15% undetermined characters or gaps. The estimated base frequencies were A = 0.216951, C = 0.313266, G = 0.235799, T = 0.233984; substitution rates were AC = 1.028567, AG = 3.157223, AT = 1.223911, CG = 0.822997, CT = 4.362405, GT = 1.0; and the gamma distribution shape parameter α = 0.386104. Both the RAxML and Bayesian analyses produced similar tree topologies, which were consistent with those of previous studies (
In the Diaporthe virgiliae species complex, the combined dataset of ITS, cal, his3, tef1, and tub2 included 13 strains, with D. shennongjiaensis (CUNCC 201905 and CUNCC 201906) as the outgroup taxa. The final alignment contained 2,598 characters (ITS: 593, cal: 421, his3: 466, tef1: 331, tub2: 787), including gaps. The final ML optimization likelihood value of the best RAxML tree was -5834.44, and the matrix had 346 distinct alignment patterns, with 20.11% undetermined characters or gaps. The estimated base frequencies were A = 0.212455, C = 0.329026, G = 0.238268, T = 0.220251; substitution rates were AC = 1.111868, AG = 2.843163, AT = 1.775735, CG = 0.816784, CT = 3.662621, GT = 1.0; and the gamma distribution shape parameter α = 0.047755. Both RAxML and Bayesian analyses produced similar tree topologies, which closely matched those of prior publications (
The network relationships within the D. virgiliae species complex are depicted in Fig.
“Alni” refers to the host genus Alnus, and “-cola” means inhabiting.
Associated with leaf spot disease of Alnus nepalensis. Teleomorph: Undetermined. Anamorph: Conidiomata formed on PDA pycnidial, scattered, erumpent, pulvinate to subglobose, dark brown, 150–350 μm diam. Conidiophores indistinct, usually reduced to conidiogenous cells. Conidiogenous cells cylindrical, attenuate towards the apex, hyaline, phialidic, 9.5–33 × 2–3 μm. Alpha conidia aseptate, hyaline, smooth, guttulate, cylindrical, straight, base truncate, (6–)6.5–7(–7.5) × (2–)2.5–3(–3.5) μm (x̄ = 6.8 × 2.6 μm, n = 50), L/W = 2–3.4. Beta conidia aseptate, hyaline, smooth, guttulate, filiform, tapering towards both ends, curved, (13–)14.5–22(–24) × 1.5–2.5 μm (x̄ = 18.3 × 2.1 μm, n = 50), L/W = 5.9–12.5. Gamma conidia not observed.
Colonies on PDA at 25 °C are spreading, flocculent, forming abundant aerial mycelium and an undulate margin, initially white, turning mouse gray and reaching a diameter of 90 mm after 10 d, developing dark brown conidiomata with orange conidial masses after 20 d. Colonies on MEA at 25 °C are flat, spreading, feathery, with a smooth entire margin, white, reaching a diameter of 90 mm after 15 d, sterile. Colonies on SNA at 25 °C are flat, spreading with a smooth entire margin, white, reaching 90 mm in diameter after 20 d, developing dark brown conidiomata with orange conidial masses after 30 d.
China • Xizang Autonomous Region (Tibet), Linzhi City, Bayi District, Pailong Town, 30°4'22"N, 95°8'2"E, 2192 m, from leaf spots of Alnus nepalensis, 9 Jul. 2024, Ning Jiang, Jieting Li & Haoyin Zhang (holotype CAF800100, ex-paratype cultures CFCC 70997 and CFCC 70998).
Diaporthe alnicola, identified from leaf spots on Alnus nepalensis in this study, is phylogenetically closely related to D. virgiliae, which originates from the rot root of Virgilia oroboides in South Africa (Fig.
Maximum likelihood tree of the Diaporthe virgiliae species complex generated from combined ITS, cal, his3, tef1, and tub2 sequence data. Bootstrap support values ≥ 50% and Bayesian posterior probabilities ≥ 0.90 are demonstrated at the branches. Isolates from the present study are indicated in blue.
Phylogenetic network from concatenated data (ITS, cal, his3, tef1, and tub2) representing the structure of the Diaporthe virgiliae species complex, based on LogDet transformation and the NeighborNet algorithm, inferred by SplitsTree (p = 0.9624). The scale bar represents the expected number of substitutions per nucleotide position.
Associated with leaf spot disease of Alnus nepalensis. Teleomorph: Undetermined. Anamorph: Conidiomata formed on PDA pycnidial, scattered, erumpent, subglobose, dark brown, 700–2250 μm diam. Conidiophores indistinct, usually reduced to conidiogenous cells. Conidiogenous cells cylindrical, attenuate towards the apex, hyaline, phialidic, 16.5–34 × 1.5–3 μm. Alpha conidia not observed. Beta conidia aseptate, hyaline, smooth, guttulate, filiform, tapering towards both ends, straight or slightly curved, (27.5–)30–35(–40.5) × 1.5–2 μm (x̄ = 32.6 × 1.6 μm, n = 50), L/W = 15.8–23.1. Gamma conidia not observed.
Colonies on PDA at 25 °C are flocculent, forming concentric zones with undulate margins, initially white, turning pale brownish, and reaching a diameter of 90 mm after 10 d, developing dark brown conidiomata with white conidial masses after 25 d. Colonies on MEA at 25 °C are flat, spreading, with a smooth entire margin, white, reaching a diameter of 80 mm after 20 d, sterile. Colonies on SNA at 25 °C are flat, spreading with a feathery margin, white, reaching 80 mm in diameter after 20 d, sterile.
China • Xizang Autonomous Region (Tibet), Linzhi City, Bayi District, Pailong Town, 30°4'22"N, 95°8'2"E, 2192 m, from leaf spots of Alnus nepalensis, 9 Jul. 2024, Ning Jiang, Jieting Li & Haoyin Zhang (cultures CFCC 70999 and Q3B).
The species concept of Diaporthe amygdali has been revised in recent studies using phylogenetic analysis, GCPSR, and coalescence-based models (
Named after the collection site of the type specimen, Linzhi City.
Morphology of Diaporthe linzhiensis A, B conidiomata formed on twigs of Alnus nepalensis C transverse section through a conidioma D longitudinal section through a conidioma E colony on PDA after 15 d F colony on MEA after 15 d G colony on SNA after 15 d H, I conidiogenous cells J, K beta conidia. Scale bars: 500 µm (B–D); 20 µm (H–K).
Associated with branch canker disease of Alnus nepalensis. Teleomorph: Undetermined. Anamorph: Conidiomata pycnidial, immersed in bark, scattered, erumpent through the bark surface, conical, with a solitary locule, 300–500 μm diam., 250–400 μm high. Conidiophores reduced to conidiogenous cells. Conidiogenous cells cylindrical, attenuate towards the apex, hyaline, phialidic, straight or slightly curved, 5.5–16 × 1.5–3 μm. Alpha conidia not observed. Beta conidia aseptate, hyaline, smooth, guttulate, filiform, tapering towards both ends, straight or slightly curved, (23.5–)24.5–29(–30) × 1.5–2 μm (x̄ = 26.6 × 1.8 μm, n = 50), L/W = 12.4–19.4. Gamma conidia not observed.
Colonies on PDA at 25 °C are spreading, flocculent, forming abundant aerial mycelium and concentric zones with an undulate margin, initially white, turning pale luteous, and reaching a diameter of 90 mm after 10 d, sterile. Colonies on MEA at 25 °C are flat, spreading, with a smooth entire margin, white, reaching a diameter of 60 mm after 20 d, sterile. Colonies on SNA at 25 °C are flat, spreading, forming concentric zones with undulate margins, white, reaching 80 mm in diameter after 20 d, sterile.
China • Xizang Autonomous Region (Tibet), Linzhi City, Bomi County, Tongmai Town, 30°5'53"N, 95°3'49"E, 2055 m, from branches of Alnus nepalensis, 9 Jul. 2024, Ning Jiang, Jieting Li & Haoyin Zhang (holotype CAF800101, ex-paratype cultures CFCC 71057 and N266C).
Diaporthe linzhiensis is phylogenetically closely related to D. alnicola, D. heterophyllae, and D. virgiliae (Fig.
This study enhances the understanding of Diaporthe species on alder by revealing two previously undescribed species and a new host association, viz. Diaporthe alnicola sp. nov., D. linzhiensis sp. nov., and D. amygdali on Alnus nepalensis. Diaporthe is a morphologically distinct genus characterized by the production of alpha, beta, and gamma conidia. The alpha conidia are typically aseptate, hyaline, guttulate, and cylindrical to fusiform, while the beta conidia are aseptate, hyaline, and filiform (
Diaporthe alnicola and D. amygdali are here reported to be associated with leaf spot disease of Alnus nepalensis, which is a common disease in Linzhi, Xizang, China. Among these pathogens, D. alnicola is a novel species and may be the primary pathogen associated with A. nepalensis. In contrast, D. amygdali is a generalist fungus that infects a wide range of plant hosts, including Acer spp., Camellia sinensis, Lithocarpus glabra, Prunus dulcis, Pr. persica, Pr. salicina, Pyrus pyrifolia, Ternstroemia gymnanthera, Vaccinium corymbosum, and Vitis vinifera (
The authors have declared that no competing interests exist.
No ethical statement was reported.
This research was funded by the Science and Technology Project of Nyingchi City, Tibet Autonomous Region (SYQ2024-14), the Key Laboratory of Forest Ecology in Xizang Plateau (Xizang Agricultural and Animal Husbandry University), Ministry of Education, Grant numbers XZAJYBSYS-202401 and XZAJYBSYS-202404, the Science and Technology Project of the Department of Science and Technology of Tibet Autonomous Region (XZ202301JD0001G), and the National Microbial Resource Center of the Ministry of Science and Technology of the People’s Republic of China (NMRC-2024-7).
Conceptualization: JTL, JRL, NJ. Methodology: JRL, NJ. Formal analysis: JTL, YL. Investigation: JTL, JRL, NJ. Data curation: JTL, JRL, NJ. Writing-original draft: JTL. Writing-review and editing: JRL, NJ. Visualization: NJ.
Jieting Li https://orcid.org/0009-0001-8984-7261
Yi Li https://orcid.org/0009-0004-0656-9799
Jiangrong Li https://orcid.org/0000-0002-6679-5227
Ning Jiang https://orcid.org/0000-0002-9656-8500
All of the data that support the findings of this study are available in the main text.