| Literature DB >> 30940071 |
Jing-Long Lian1, Li-Suo Ren1, Cong Zhang1, Cheng-Yu Yu2, Zhen Huang1, Ai-Xia Xu1, Jun-Gang Dong1.
Abstract
BACKGROUND: Acetolactate synthase (ALS)-inhibiting herbicide tribenuron-methyl (TBM) is an efficient gametocide that can cause rapeseed (Brassica napus L.) to become male sterile and outcrossing. To find the reason the TBM treatment leads to male sterility, an integrated study using cytological, physiological, and transcriptomic methods was conducted.Entities:
Keywords: Acetolactate synthase; Gametocide; Male sterility; Plastid; Rapeseed; Tribenuron
Mesh:
Substances:
Year: 2019 PMID: 30940071 PMCID: PMC6444545 DOI: 10.1186/s12870-019-1722-1
Source DB: PubMed Journal: BMC Plant Biol ISSN: 1471-2229 Impact factor: 4.215
Fig. 1Comparison of the pollen grains between the control and treated plants. a Pollen grains are round in shape in the control but malformed in the TBM-treatment (b). c Pollen grains are deep stained by the aceto-carmine in the control, while they are not stained under TBM treatment (d).
Fig. 2Morphological characteristics and pollen grains of TBM-treated plants. a Leaves of control. b Leaves of TBM-R after TBM treatment. c Leaf discoloration on the TBM-treated plant. The corresponding flowers are shown in (d), (e), and (f) in the bottom panel. g Inflorescence transferring from male fertile to sterile phase. Arrowhead indicates anthocyanin deposition. h Size reduction of filament and anther in the TBM-treated flower buds ≤3 mm
Fig. 3Structure of anthers and pollen of TBM-treated plants. (A-H are stained with toluidine blue and the scale bar = 20 μm; I-P are transmission electron microscope images with scale bar = 1 μm.). a Normal microsporocyte mother cell. b Normal tetrad. c Uni-nucleate microspore. d Near-mature pollen with deep stain. e TBM-treated microsporocyte mother cells and tapetal cells are loosely arranged. f Malformed tetrad microspores. g TBM-treat tapetal cells disappear at the uni-nucleate stage. h Several pollen grains can be stained by toluidine blue, but most unviable pollen grains are deformed. i Normal tapetum full of elaioplasts and tapetosomes at the late uni-nucleate microspore stage. j Early microspore with exine. k Late uni-nucleate microspore. l Mature pollen with well-formed exine. m Tapetum is degraded at the uni-nucleate microspore stage. n Early microspore full of autophagic vacuoles. o Malformed microspore with undeveloped exine. p Unviable microspore loses cytoplasm, with undeveloped exine. Abbreviation: El, elaioplast; Ex, exine; M, microspore; MMC, microspore mother cell; Po, pollen grain. T, tapetum; Ta, tapetosome; Te, tetrad
Fig. 4Abnormal callose layer covering the tetrads and stopped microspore development before mitosis in TBM-treated plants. A and B are stained by aniline blue and C to F are stained by DAPI. a Callose layer covering the microsporocytes of the control. b Deformed callose layer surrounding the tetrad microspores in TBM-treated plants. c The uni-nucleate microspore of the control. d The uni-nucleate microspore of TBM-treated plants contains a weak DAPI signal. e The bi-nucleate pollen grain after first mitosis contains abundant nuclear material with a strong DAPI signal. f The nuclear materials of the TBM-treated microspore disappear at this time, and the microspores do not undergo mitosis. Abbreviations: Ca, callose; Te, tetrad. Each pair of figures had the same scale bars of 10 μm
Fig. 5Comparison of chloroplasts and tapetal plastids between the control and treated plants. a The mesophyll cell chloroplasts of the control contain grana and thylakoid membranes. b Chloroplasts in the anther epidermis of the control contain thylakoid membranes and starch granules. c The magnified structures of the tapetum show normal elaioplasts with plastoglobuli accumulated. d The chloroplasts in the treated plants are flat and undeveloped. e Abnormal chloroplasts in the anther epidermis of the treated plants without grana stacks. f The malformed structure and defective organelles, including plastids, in the TBM-treated tapetum. Abbreviation: El, elaioplast. Scale bar = 2 μm
Fig. 6Effect of TBM on in vivo ALS activity, photosynthetic rate, the contents of leaf chlorophyll, soluble sugar, and pyruvate, and ethylene release rate in the flower buds 0, 2, and 4 days after treatment (DAT). Error bars represent the standard deviation. Note: the symbols * and ** indicate significant differences at 95 and 99% confidence levels by Student’s t-test, and the letters a, b, c indicate significant differences at 95%
The top 50 genes being upregulated by TBM treatment
| Accession | Fold change | Gene |
|---|---|---|
| FG559204 | 343.47 | Protein DETOXIFICATION 1 (DTX1) |
| TC164460 | 245.31 | Serine/threonine-protein kinase RAD53 |
| TC161749 | 177.03 | Cytosolic sulfotransferase 12 (SOT12) |
| TC161707 | 109.57 | Cytosolic sulfotransferase 12 (SOT12) |
| TC173619 | 107.97 | Protein DETOXIFICATION 1 (DTX1) |
| TC161747 | 105.69 | Cytosolic sulfotransferase 12 (SOT12) |
| TC182645 | 98.67 | ABC transporter C family member 3 |
| FG567202 | 97.45 | Cytosolic sulfotransferase 12 (SOT12) |
| TC168716 | 95.81 | AAA-ATPase At2g18193 |
| TC175294 | 85.64 | Ethylene-responsive transcription factor ERF071 |
| CD828147 | 77.54 | Proline--tRNA ligase, cytoplasmic |
| ES950391 | 73.19 | ABC transporter C family member 3 |
| EE563787 | 66.73 | Gibberellin 2-beta-dioxygenase 8 |
| TC162388 | 65.15 | Mitochondrial amidoxime-reducing component 1 |
| FG562399 | 61.24 | Ethylene-responsive transcription factor ERF071 |
| TC183183 | 56.86 | Protein DETOXIFICATION 6 |
| FG558108 | 56.32 | NAC domain-containing protein 13 |
| EE448196 | 52.99 | ARGOS-like protein |
| ES912635 | 52.67 | UDP-glycosyltransferase 73C3 |
| EL624524 | 50.21 | Calcium-transporting ATPase 2, endoplasmic reticulum-type |
| TC169680 | 48.78 | OPA3-like protein |
| EV166804 | 48.59 | Protein SRG1 |
| TC171321 | 47.96 | Putative F-box protein At5g55150 |
| TC163384 | 47.93 | ABC transporter B family member 4 |
| TC174670 | 45.16 | External alternative NAD(P)H-ubiquinone oxidoreductase B4, mitochondrial |
| TC187508 | 42.47 | Ethylene-responsive transcription factor CRF6 |
| TC165449 | 41.90 | Ubiquinol oxidase 3, mitochondrial |
| TC166236 | 41.39 | UDP-glycosyltransferase 73C5 |
| EE418574 | 41.02 | Transcription factor bHLH130 |
| EE418044 | 40.59 | ABC transporter C family member 3 |
| TC180553 | 39.97 | AAA-ATPase At1g43910 |
| FG565272 | 39.51 | Putative F-box protein At5g55150 |
| TC173139 | 37.31 | Ubiquinol oxidase 1a, mitochondrial |
| EL625815 | 36.34 | UDP-glycosyltransferase 74E2 |
| TC161751 | 32.55 | Cytosolic sulfotransferase 12 |
| FG566389 | 31.71 | UDP-glycosyltransferase 73C4 |
| FG566278 | 31.50 | Probable inactive poly [ADP-ribose] polymerase SRO3 |
| TC163015 | 30.51 | Indole glucosinolate O-methyltransferase 1 |
| TC188325 | 29.03 | UDP-glycosyltransferase 73C5 |
| FG561297 | 27.49 | Probable inactive poly [ADP-ribose] polymerase SRO3 |
| TC166040 | 27.35 | 23.5 kDa heat shock protein, mitochondrial |
| FG555030 | 27.09 | Putative F-box protein At5g55150 |
| FG565854 | 26.31 | 23.5 kDa heat shock protein, mitochondrial |
| TC170537 | 26.20 | 23.5 kDa heat shock protein, mitochondrial |
| TC169261 | 25.75 | 23.5 kDa heat shock protein, mitochondrial |
| EL625065 | 24.36 | NAC domain-containing protein 13 |
| FG565138 | 24.18 | Putative F-box protein At5g55150 |
| GT074119 | 24.09 | Glutathione S-transferase U12 |
| TC162725 | 23.85 | 3-hydroxybenzoate 6-hydroxylase 1 |
| ES988886 | 23.74 | NAC domain-containing protein 13 |
The top 50 genes being downregulated by TBM treatment
| Accession | Fold change | Gene |
|---|---|---|
| EV148555 | 0.02 | Beta-glucosidase 20 |
| TC171681 | 0.02 | Spermidine coumaroyl-CoA acyltransferase |
| TC164539 | 0.03 | Aquaporin NIP3-1 |
| TC167983 | 0.05 | Beta-glucosidase 20 |
| TC164121 | 0.05 | 3-ketoacyl-CoA synthase 15 (KCS15) |
| TC168401 | 0.05 | Dehydrodolichyl diphosphate synthase 8 |
| TC165695 | 0.05 | Glycine-rich domain-containing protein 2 |
| TC168189 | 0.05 | Glycine-rich domain-containing protein 2 |
| TC176577 | 0.06 | Non-specific lipid-transfer protein 12 (LTP12) |
| TC168556 | 0.06 | NAC transcription factor 25 |
| TC179510 | 0.06 | Protein |
| TC165412 | 0.07 | NADP-dependent alkenal double bond reductase P2 |
| TC182788 | 0.07 | Pathogenesis-related protein 5 |
| TC175212 | 0.07 | Spermidine hydroxycinnamoyl transferase |
| TC169918 | 0.07 | Pathogenesis-related protein 5 |
| TC169758 | 0.07 | Protein HOTHEAD |
| CD844791 | 0.07 | Putative cysteine-rich repeat secretory protein 17 |
| TC185287 | 0.07 | Polygalacturonase QRT3 |
| TC164597 | 0.07 | Protein COLD-REGULATED 15B, chloroplastic |
| TC171850 | 0.08 | Probable glucan endo-1,3-beta-glucosidase A6 |
| TC170042 | 0.08 | Probable glucan endo-1,3-beta-glucosidase A6 |
| TC171825 | 0.08 | Non-specific lipid-transfer protein 12 |
| TC173579 | 0.09 | Probable aquaporin NIP7-1 |
| CX190056 | 0.09 | Putative caffeoyl-CoA O-methyltransferase At1g67980 |
| TC169354 | 0.10 | Chalcone synthase 3 |
| TC181187 | 0.11 | Probable glucan endo-1,3-beta-glucosidase A6 |
| TC188816 | 0.12 | Uncharacterized methyltransferase At2g41040, chloroplastic |
| CX187614 | 0.12 | Probable glucan endo-1,3-beta-glucosidase A6 |
| TC161683 | 0.12 | Chalcone synthase 3 |
| TC163850 | 0.13 | Chalcone synthase 3 |
| TC182159 | 0.13 | Non-specific lipid-transfer protein 12 (LTP12) |
| TC167903 | 0.13 | Spermidine hydroxycinnamoyl transferase (SHT) |
| TC185638 | 0.13 | Protein ASPARTIC PROTEASE IN GUARD CELL 1 |
| EV085358 | 0.14 | Dirigent protein 13 |
| EV067241 | 0.14 | Nicotinate phosphoribosyltransferase 1 |
| EV008854 | 0.14 | Probable 6-phosphogluconolactonase 3 |
| CX193525 | 0.15 | Non-specific lipid-transfer protein 12 (LTP12) |
| TC183728 | 0.15 | Non-specific lipid-transfer protein 12 (LTP12) |
| TC169260 | 0.15 | Non-specific lipid-transfer protein 12 (LTP12) |
| EV080638 | 0.15 | Chitinase-like protein 1 |
| TC163412 | 0.15 | Protein DMR6-LIKE OXYGENASE 2 |
| EV087087 | 0.16 | Dirigent protein 12 |
| CX195232 | 0.16 | Uncharacterized protein PF11_0207 |
| TC165145 | 0.16 | Putative caffeoyl-CoA O-methyltransferase At1g67980 |
| TC177265 | 0.17 | NADPH-dependent 1-acyldihydroxyacetone phosphate reductase |
| CX195872 | 0.17 | Non-specific lipid-transfer protein 12 (LTP12) |
| TC184478 | 0.17 | Putative dual specificity protein phosphatase DSP8 |
| TC168738 | 0.17 | Cytochrome P450 98A8 |
| TC189006 | 0.17 | Gibberellin-regulated protein 10 |
| EV073392 | 0.17 | L-ascorbate peroxidase 1, cytosolic |
Fig. 7Heatmaps of log-transformed expression level of five groups of selected DETs in the samples. Samples HS1 and HS2 represent the replicates of the TBM treatment and samples CK1 and CK2 represent the replicates of the control. a Group of lipid metabolism. b Group of hormone response. c Group of metabolic detoxification. d Group of chloroplast components. e Group of cell wall formation. f Group of cell division and growth. The detailed gene information is listed in Additional file 2: Dataset S1
Fig. 8Genetic network of biological processes that were enriched based on the differentially expressed transcripts in the TBM-treated flower transcriptome. Yellow color in a node indicated the significant level
The top 50 GO terms being upregulated by TBM
| GO ID | GO_term | S gene number | B gene number | P value of Fisher’s Exact Test |
|---|---|---|---|---|
| GO:0016131 | Brassinosteroid metabolic process | 11 | 18 | 1.06E-18 |
| GO:0008194 | UDP-glycosyltransferase activity | 25 | 142 | 2.22E-16 |
| GO:0010200 | Response to chitin | 27 | 326 | 4.44E-16 |
| GO:0035251 | UDP-glucosyltransferase activity | 13 | 49 | 5.55E-16 |
| GO:0080118 | Brassinosteroid sulfotransferase activity | 7 | 7 | 5.34E-15 |
| GO:0050502 | Cis-zeatin O-beta-D-glucosyltransferase activity | 7 | 11 | 1.71E-12 |
| GO:0050403 | Trans-zeatin O-beta-D-glucosyltransferase activity | 7 | 11 | 1.71E-12 |
| GO:0009407 | Toxin catabolic process | 12 | 89 | 3.99E-11 |
| GO:0010290 | Chlorophyll catabolite transmembrane transporter activity | 5 | 5 | 6.46E-11 |
| GO:0015431 | Glutathione S-conjugate-exporting ATPase activity | 5 | 5 | 6.46E-11 |
| GO:0052638 | Indole-3-butyrate beta-glucosyltransferase activity | 5 | 5 | 6.46E-11 |
| GO:0071475 | Cellular hyperosmotic salinity response | 5 | 5 | 6.46E-11 |
| GO:0004364 | Glutathione transferase activity | 12 | 96 | 9.91E-11 |
| GO:0016758 | Transferase activity, transferring hexosyl groups | 13 | 127 | 2.10E-10 |
| GO:0009916 | Alternative oxidase activity | 6 | 11 | 2.61E-10 |
| GO:0080043 | Quercetin 3-O-glucosyltransferase activity | 8 | 33 | 5.49E-10 |
| GO:0080044 | Quercetin 7-O-glucosyltransferase activity | 7 | 22 | 8.08E-10 |
| GO:0008146 | Sulfotransferase activity | 7 | 23 | 1.15E-09 |
| GO:0004497 | Monooxygenase activity | 16 | 256 | 2.73E-09 |
| GO:0070370 | Cellular heat acclimation | 6 | 16 | 4.35E-09 |
| GO:0046527 | Glucosyltransferase activity | 4 | 4 | 7.08E-09 |
| GO:0070301 | Cellular response to hydrogen peroxide | 5 | 10 | 1.57E-08 |
| GO:0009408 | Response to heat | 19 | 424 | 2.12E-08 |
| GO:0034605 | Cellular response to heat | 6 | 21 | 2.84E-08 |
| GO:0016757 | Transferase activity, transferring glycosyl groups | 20 | 488 | 3.93E-08 |
| GO:0010016 | Shoot morphogenesis | 5 | 12 | 4.85E-08 |
| GO:0080024 | Indolebutyric acid metabolic process | 5 | 13 | 7.82E-08 |
| GO:0031930 | Mitochondria-nucleus signaling pathway | 4 | 6 | 1.05E-07 |
| GO:0042626 | ATPase activity, coupled to transmembrane movement of substances | 11 | 148 | 1.47E-07 |
| GO:0009061 | Anaerobic respiration | 4 | 7 | 2.42E-07 |
| GO:0050832 | Defense response to fungus | 15 | 332 | 5.86E-07 |
| GO:0010294 | Abscisic acid glucosyltransferase activity | 5 | 19 | 6.75E-07 |
| GO:0051238 | Sequestering of metal ion | 3 | 3 | 7.75E-07 |
| GO:0010508 | Positive regulation of autophagy | 4 | 10 | 1.42E-06 |
| GO:0080046 | Quercetin 4′-O-glucosyltransferase activity | 5 | 22 | 1.50E-06 |
| GO:0080167 | Response to karrikin | 13 | 268 | 1.51E-06 |
| GO:0006979 | Response to oxidative stress | 16 | 441 | 4.29E-06 |
| GO:0043424 | Protein histidine kinase binding | 6 | 51 | 7.46E-06 |
| GO:0003700 | Sequence-specific DNA binding transcription factor activity | 47 | 2586 | 8.09E-06 |
| GO:0009751 | Response to salicylic acid stimulus | 13 | 330 | 1.43E-05 |
| GO:0009414 | Response to water deprivation | 16 | 487 | 1.47E-05 |
| GO:0045333 | Cellular respiration | 4 | 17 | 1.53E-05 |
| GO:0003950 | NAD+ ADP-ribosyltransferase activity | 4 | 18 | 1.96E-05 |
| GO:0007275 | Multicellular organismal development | 10 | 210 | 2.85E-05 |
| GO:0010120 | Camalexin biosynthetic process | 4 | 20 | 3.05E-05 |
| GO:0070825 | Micropyle | 3 | 8 | 4.19E-05 |
| GO:0009651 | Response to salt stress | 23 | 1008 | 7.63E-05 |
| GO:0010224 | Response to UV-B | 7 | 113 | 8.91E-05 |
| GO:0051707 | Response to other organism | 6 | 79 | 9.27E-05 |
| GO:0042631 | Cellular response to water deprivation | 5 | 53 | 0.00012887 |
Note: There are 437 significant genes in the total 47,474 upregulated genes. S and B gene meant the number of significant genes and the tested gene in a certain pathway, respectively
The top 50 GO terms being downregulated by TBM
| GO Id | GO_term | S gene number | B gene number | P value of Fisher’s Exact Test |
|---|---|---|---|---|
| GO:0008289 | Lipid binding | 32 | 384 | 0 |
| GO:0006869 | Lipid transport | 27 | 388 | 0 |
| GO:0009505 | Plant-type cell wall | 28 | 655 | 3.87E-14 |
| GO:0009715 | Chalcone biosynthetic process | 7 | 16 | 8.68E-12 |
| GO:0009629 | Response to gravity | 7 | 16 | 8.68E-12 |
| GO:0016210 | Naringenin-chalcone synthase activity | 7 | 16 | 8.68E-12 |
| GO:0016298 | Lipase activity | 10 | 63 | 2.37E-11 |
| GO:0031540 | Regulation of anthocyanin biosynthetic process | 7 | 24 | 2.50E-10 |
| GO:0043169 | Cation binding | 13 | 192 | 1.34E-09 |
| GO:0016788 | Hydrolase activity, acting on ester bonds | 12 | 181 | 7.36E-09 |
| GO:0009813 | Flavonoid biosynthetic process | 8 | 58 | 7.79E-09 |
| GO:0016747 | Transferase activity, transferring acyl groups other than amino-acyl groups | 11 | 166 | 3.15E-08 |
| GO:0016746 | Transferase activity, transferring acyl groups | 9 | 107 | 7.41E-08 |
| GO:0006629 | Lipid metabolic process | 13 | 278 | 1.09E-07 |
| GO:0019953 | Sexual reproduction | 6 | 39 | 3.12E-07 |
| GO:0080088 | Spermidine hydroxycinnamate conjugate biosynthetic process | 3 | 3 | 3.46E-07 |
| GO:0080074 | Spermidine:caffeoyl COA N-acyltransferase activity | 3 | 3 | 3.46E-07 |
| GO:0016410 | N-acyltransferase activity | 3 | 3 | 3.46E-07 |
| GO:0080075 | Spermidine:feruloyl COA N-acyltransferase activity | 3 | 3 | 3.46E-07 |
| GO:0080073 | Spermidine:coumaroyl COA N-acyltransferase activity | 3 | 3 | 3.46E-07 |
| GO:0019915 | Lipid storage | 6 | 48 | 1.11E-06 |
| GO:0080072 | Spermidine:sinapoyl COA N-acyltransferase activity | 3 | 4 | 1.38E-06 |
| GO:0050734 | Hydroxycinnamoyl transferase activity | 3 | 4 | 1.38E-06 |
| GO:0009859 | Pollen hydration | 4 | 13 | 1.64E-06 |
| GO:0004869 | Cysteine-type endopeptidase inhibitor activity | 5 | 33 | 3.39E-06 |
| GO:0009926 | Auxin polar transport | 7 | 90 | 3.63E-06 |
| GO:0010584 | Pollen exine formation | 6 | 60 | 4.22E-06 |
| GO:0004553 | Hydrolase activity, hydrolyzing O-glycosyl compounds | 13 | 392 | 5.09E-06 |
| GO:0010224 | Response to UV-B | 7 | 101 | 7.83E-06 |
| GO:0005788 | Endoplasmic reticulum lumen | 5 | 41 | 1.02E-05 |
| GO:0008610 | Lipid biosynthetic process | 5 | 42 | 1.15E-05 |
| GO:0009705 | Plant-type vacuole membrane | 8 | 149 | 1.16E-05 |
| GO:0009733 | Response to auxin stimulus | 12 | 376 | 1.72E-05 |
| GO:0042409 | Caffeoyl-COA O-methyltransferase activity | 3 | 10 | 4.00E-05 |
| GO:0005576 | Extracellular region | 7 | 142 | 7.08E-05 |
| GO:0003824 | Catalytic activity | 26 | 1598 | 7.46E-05 |
| GO:0031012 | Extracellular matrix | 4 | 34 | 9.47E-05 |
| GO:0005199 | Structural constituent of cell wall | 3 | 15 | 0.000148 |
| GO:0005975 | Carbohydrate metabolic process | 14 | 625 | 0.000162 |
| GO:0016706 | Oxidoreductase activity, acting on paired donors | 4 | 42 | 0.000219 |
| GO:0005506 | Iron ion binding | 7 | 175 | 0.000259 |
| GO:0016832 | Aldehyde-lyase activity | 3 | 19 | 0.000308 |
| GO:0016614 | Oxidoreductase activity, acting on CH-OH group of donors | 3 | 22 | 0.000483 |
| GO:0016765 | Transferase activity, transferring alkyl or aryl (other than methyl) groups | 2 | 6 | 0.000728 |
| GO:0006979 | Response to oxidative stress | 11 | 504 | 0.000992 |
| GO:0009753 | Response to jasmonic acid stimulus | 8 | 295 | 0.001253 |
| GO:0009821 | Alkaloid biosynthetic process | 3 | 35 | 0.001917 |
| GO:0016844 | Strictosidine synthase activity | 3 | 38 | 0.002433 |
| GO:0016491 | Oxidoreductase activity | 12 | 663 | 0.002847 |
Note: There are 290 significant genes in the 41,162 downregulated genes
Fig. 9All known and predicted protein-protein association analyses based on STRING Arabidopsis genes homologous to the differentially expressed transcripts. Six groups of proteins are presented by their nodes in different colours. Thickness of edge showed different confidence levels: low (0.15), medium (0.40), high (0.70), or highest (0.90). The details of these proteins can be found in Additional file 3: Table S2
Fig. 10Relative gene expression in the indicated tissues of ALS genes and 16 differentially expressed transcripts. The y-axes represent the relative gene expression level, which is the −2ΔCt value of qPCR compared to the internal control gene BnActin7. Note: * and ** indicate significant differences at the 95 and 99% confidence levels by Student’s t-test. Error bars represent the standard deviation
Fig. 11Scheme of mode of action for SU gametocides (modified from Liu et al., 2017). Exposure to TBM causes inhibition of ALS enzymes, metabolic detoxification, and metabolic replenishment. Inhibition of ALS activity disturbs amino acid metabolism and then destroys plastids and chloroplasts. Then, the expression of some tapetum preferential genes and the synthesis of lipids, flavonoids, and pollen coat materials is affected. Consequently, photosynthesis, energy and nutrition supply, cell division and development, and protein metabolism are all influenced by the treatment