Submitted:
16 April 2024
Posted:
16 April 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Site Selection and Collection of Soils
2.2. Apple Seedling Bioassay in Greenhouse
2.3. DNA Extraction and Sequencing
2.4. Sequencing Data Processing
2.5. Data Analysis
2.6. Nematode Counting
3. Results
3.1. Orchard Site Characteristics
3.2. Fungal and Bacterial Microbiome Composition
3.3. Variation of Bacterial and Fungal Microbiome Structure across Apple Replant Orchard Soils
3.4. Core Fungal and Bacterial ASVs
3.5. Composition of Oomycetal Microbiome
3.6. Nematode Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Orchard* | OM | pH | P205 | K20 | Ca | Mg | Al | CEC | Ca | Mg | K | H |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| % | H20 | ------------------ kg ha-1 ----------------- | ** | % | % | % | % | |||||
| ROW | 3.7 | 5.9 | 1097 | 275 | 2913 | 171 | 1571 | 10.2 | 71.7 | 7.0 | 2.8 | 18.7 |
| BER | 3.2 | 6.4 | 856 | 523 | 2863 | 455 | 1516 | 11.8 | 60.6 | 16.1 | 4.7 | 18.1 |
| AYL | 2.6 | 6.2 | 497 | 194 | 1715 | 382 | 1585 | 8.1 | 52.5 | 19.5 | 2.4 | 25.1 |
| KEN | 4.1 | 6.6 | 848 | 425 | 3885 | 512 | 1442 | 14.8 | 65.5 | 14.3 | 3.0 | 16.9 |
| CAN | 3.2 | 5.4 | 970 | 665 | 2239 | 520 | 1555 | 11.9 | 46.9 | 18.1 | 6.1 | 28.6 |
| ROE | 3.7 | 5.9 | 1097 | 275 | 2913 | 171 | 1571 | 10.2 | 71.1 | 7.0 | 2.8 | 18.7 |
| Orchard | Soil Texture | Drainage Class* | Soil EAM** (mm/30 cm) | Year Planted | Rootstock/ Variety*** | Density ж Trees ha-1 | Row width (m) ж | ARD Severity (% R)**** |
|---|---|---|---|---|---|---|---|---|
| ROW | Sandy | 4 | 34.6 | 1989 | RD/M26 | 683 | 6.1 | 235.0 |
| BER | C. Loamy | 3 | 23.2 | 1986 | RC/MM111 | 236 | 6.5 | 267.4 |
| AYL | C. Loamy | 2 | 37.4 | 1964 | Mac/M111 | 494 | 5.7 | 117.9 |
| KEN | C. Loamy | 4 | 18.5 | 1987 | Mac/M26 | 694 | 4.8 | 166.8 |
| CAN | C. Loamy | 5 | 27.3 | 2008 | GD/M9 | 2574 | 4.3 | 66.3 |
| ROE | Sandy | 4 | 12.6 | 1972 | Mac/M111 | 249 | 7.3 | 168.5 |
| Family | Mean rel. freq. |
|---|---|
| Bacteroidetes; Bacteroidia; Chitinophagales; Chitinophagaceae | 10% |
| Proteobacteria; Alphaproteobacteria; Rhizobiales; Xanthobacteraceae | 8% |
| Acidobacteria; Subgroup_6; Other; | 5% |
| Proteobacteria; Gammaproteobacteria; Betaproteobacteriales; Nitrosomonadaceae | 5% |
| Gemmatimonadetes; Gemmatimonadetes; Gemmatimonadales; Gemmatimonadaceae | 4% |
| Proteobacteria; Gammaproteobacteria; Xanthomonadales; Xanthomonadaceae | 4% |
| Proteobacteria; Alphaproteobacteria; Sphingomonadales; Sphingomonadaceae | 3% |
| Actinobacteria; Thermoleophilia; Gaiellales; uncultured | 3% |
| Acidobacteria; Acidobacteriia; Acidobacteriales; uncultured | 2% |
| Proteobacteria; Gammaproteobacteria; Xanthomonadales; Rhodanobacteraceae | 2% |
| Actinobacteria; Thermoleophilia; Gaiellales; Gaiellaceae | 2% |
| Acidobacteria; Blastocatellia (Subgroup 4); Pyrinomonadales; Pyrinomonadaceae | 2% |
| Verrucomicrobia; Verrucomicrobiae; Chthoniobacterales; Chthoniobacteraceae | 2% |
| Acidobacteria; Acidobacteriia; Solibacterales; Solibacteraceae (Subgroup 3) | 1% |
| Planctomycetes;_Phycisphaerae;_Tepidisphaerales;_WD2101_soil_group | 1% |
| Actinobacteria; MB-A2-108; Other; Other | 1% |
| Proteobacteria; Alphaproteobacteria; Caulobacterales; Caulobacteraceae | 1% |
| Proteobacteria; Gammaproteobacteria; Gammaproteobacteria Incertae Sedis | 1% |
| Actinobacteria; Actinobacteria; Propionibacteriales; Nocardioidaceae | 1% |
| Actinobacteria; Thermoleophilia; Solirubrobacterales; 67-14 | 1% |
| Acidobacteria; Blastocatellia (Subgroup 4); Blastocatellales; Blastocatellaceae | 1% |
| Bacteroidetes; Bacteroidia; Cytophagales; Microscillaceae | 1% |
| Actinobacteria; Actinobacteria; Corynebacteriales; Mycobacteriaceae | 1% |
| Actinobacteria; Actinobacteria; Pseudonocardiales; Pseudonocardiaceae | 1% |
| Proteobacteria; Deltaproteobacteria; Myxococcales; Haliangiaceae | 1% |
| Proteobacteria; Alphaproteobacteria; Rhizobiales; Hyphomicrobiaceae | 1% |
| Proteobacteria; Deltaproteobacteria; Desulfarculales; Desulfarculaceae | 1% |
| Proteobacteria; Alphaproteobacteria; Rhizobiales; Rhizobiales Incertae Sedis | 1% |
| Verrucomicrobia; Verrucomicrobiae; Pedosphaerales; Pedosphaeraceae | 1% |
| Actinobacteria; Actinobacteria; Micromonosporales; Micromonosporaceae | 1% |
| Acidobacteria; Holophagae; Subgroup 7;Other | 1% |
| Other; Other; Other; Other | 1% |
| Proteobacteria; Alphaproteobacteria; Rhizobiales; Rhizobiaceae | 1% |
| Actinobacteria; Thermoleophilia; Gaiellales; Other | 1% |
| Proteobacteria; Gammaproteobacteria; Betaproteobacteriales; TRA3-20 | 1% |
| Actinobacteria; Thermoleophilia; Solirubrobacterales; Solirubrobacteraceae | 1% |
| Actinobacteria; Acidimicrobiia; IMCC26256; Other | 1% |
| Proteobacteria; Alphaproteobacteria; uncultured; Other | <1% |
| Proteobacteria; Alphaproteobacteria; Rhizobiales; Beijerinckiaceae | <1% |
| Bacteroidetes;_Bacteroidia;_Chitinophagales;_uncultured | <1% |
| Nitrospirae; Nitrospira; Nitrospirales; Nitrospiraceae | <1% |
| Actinobacteria;_Actinobacteria; Frankiales; Nakamurellaceae | <1% |
| Rokubacteria; NC10; Rokubacteriales; Other | <1% |
| Proteobacteria; Alphaproteobacteria; Elsterales; URHD0088 | <1% |
| Family | Mean rel. freq. |
|---|---|
| Mortierellomycota; Mortierellomycetes; Mortierellales; Mortierellaceae | 36% |
| Ascomycota; Sordariomycetes; Hypocreales; Nectriaceae | 12% |
| Ascomycota; Leotiomycetes; Helotiales; Helotiaceae | 5% |
| Ascomycota; Sordariomycetes; Sordariales; Chaetomiaceae | 5% |
| Ascomycota; Leotiomycetes; Helotiales; Helotiales fam Incertae sedis | 4% |
| Basidiomycota; Tremellomycetes; Filobasidiales; Piskurozymaceae | 4% |
| Ascomycota; Sordariomycetes; Hypocreales; Hypocreaceae | 2% |
| Ascomycota; Sordariomycetes; Glomerellales; Plectosphaerellaceae | 2% |
| Basidiomycota; Tremellomycetes; Cystofilobasidiales; Mrakiaceae | 1% |
| Ascomycota; Sordariomycetes; Hypocreales; Clavicipitaceae | 1% |
| Basidiomycota; Tremellomycetes; Tremellales; Trimorphomycetaceae | 1% |
| Ascomycota; Eurotiomycetes; Chaetothyriales; Herpotrichiellaceae | 1% |
| Ascomycota; Sordariomycetes; Hypocreales; Bionectriaceae | 1% |
| Unassigned; Other; Other; Other; Other | <1% |
| Ascomycota; Sordariomycetes; Hypocreales; Hypocreales fam Incertae sedis | <1% |
| Nematodes / 100 cm3 soil | ||||||
|---|---|---|---|---|---|---|
| xOrchard sites | Pratylenchus | Xiphinema | Mesocriconema | Paratylenchus | Hoplolaimidae | Meloidogyne |
| ROW | 14 | 149 | 21 | 0 | 2 | 0 |
| BER | 13 | 172 | 2 | 0 | 13 | 0 |
| CAN | 14 | 40 | 1 | 0 | 2 | 0 |
| KEN | 33 | 3 | 10 | 30 | 9 | 15 |
| AYL | 18 | 3 | 21 | 10 | 7 | 4 |
| ROE | 12 | 0 | 9 | 2 | 2 | 0 |
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