Identification of miRNA Associated with Reduced Survival after Whole-Thorax Lung Irradiation in Non-Human Primates

Thoracic exposure to ionizing radiation can lead to delayed injuries to the heart and lung that are serious and even life-threatening. These injuries are difficult to predict since they manifest over many weeks and months. To identify noninvasive, tissue-specific biomarkers for the early detection o...

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Published in:Radiation research Vol. 196; no. 5; pp. 510 - 522
Main Authors: Rogers, Claude J, Kyubwa, Espoir M, Lukaszewicz, Agnes I, Yamada-Hanff, Jason, Starbird, Mark A, Miller, Thomas A, Phelps, Asa A, Wallack, Seth, Mahendra, Saikanth, Thrall, Karla, Menon, Naresh
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Published: United States Radiation Research Society 01-11-2021
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Abstract Thoracic exposure to ionizing radiation can lead to delayed injuries to the heart and lung that are serious and even life-threatening. These injuries are difficult to predict since they manifest over many weeks and months. To identify noninvasive, tissue-specific biomarkers for the early detection of late radiation injury, circulating microRNA (miRNA) levels were measured in non-human primates (NHP, Macaca mulatta) that received a single exposure of whole-thorax lung irradiation (WTLI) at a dose likely to result in 20% or 75% mortality within 180 days (9.8 or 10.7 Gy). Animals were observed for 270 days after WTLI. Approximately 58% of 9.8 Gy WTLI animals (7 of 12) and 94% of 10.7 Gy WTLI animals (15 out of 16) did not survive to the primary end point. Evidence of pulmonary fibrosis/pneumonitis was observed in all animals. Animals that received 10.7 Gy WTLI experienced more severe and early-onset pneumonitis, as indicated by reduced aerated lung volume, high non-sedated respiratory rate, earlier and more frequent dexamethasone treatments, and evidence of onset of heart disease. Radiation-induced changes in the circulating miRNA profile were most prominent within the first 30 days postirradiation, before the manifestation of symptoms, and included miRNA sequences known to regulate pathways associated with pulmonary fibrosis (TGF-β/SMAD signaling) and pneumonitis/inflammation (p53 signaling). The abundance of several circulating miRNA differentially expressed at day 6 or 15, such as miR-199a-3p and miR-25-3p, correlated with statistically significant differences in survival. This study supports the hypothesis that it is feasible to use plasma miRNA profiles to identify individuals at high risk of organ-specific late radiation injury. These miRNA profiles could improve radiation oncology clinical practice and serve as biomarkers to predict who might develop late complications in the aftermath of a radiological or nuclear (RAD-NUC) incident.
AbstractList Thoracic exposure to ionizing radiation can lead to delayed injuries to the heart and lung that are serious and even life-threatening. These injuries are difficult to predict since they manifest over many weeks and months. To identify noninvasive, tissue-specific biomarkers for the early detection of late radiation injury, circulating microRNA (miRNA) levels were measured in non-human primates (NHP, Macaca mulatta) that received a single exposure of whole-thorax lung irradiation (WTLI) at a dose likely to result in 20% or 75% mortality within 180 days (9.8 or 10.7 Gy). Animals were observed for 270 days after WTLI. Approximately 58% of 9.8 Gy WTLI animals (7 of 12) and 94% of 10.7 Gy WTLI animals (15 out of 16) did not survive to the primary end point. Evidence of pulmonary fibrosis/pneumonitis was observed in all animals. Animals that received 10.7 Gy WTLI experienced more severe and early-onset pneumonitis, as indicated by reduced aerated lung volume, high non-sedated respiratory rate, earlier and more frequent dexamethasone treatments, and evidence of onset of heart disease. Radiation-induced changes in the circulating miRNA profile were most prominent within the first 30 days postirradiation, before the manifestation of symptoms, and included miRNA sequences known to regulate pathways associated with pulmonary fibrosis (TGF-β/SMAD signaling) and pneumonitis/inflammation (p53 signaling). The abundance of several circulating miRNA differentially expressed at day 6 or 15, such as miR-199a-3p and miR-25-3p, correlated with statistically significant differences in survival. This study supports the hypothesis that it is feasible to use plasma miRNA profiles to identify individuals at high risk of organ-specific late radiation injury. These miRNA profiles could improve radiation oncology clinical practice and serve as biomarkers to predict who might develop late complications in the aftermath of a radiological or nuclear (RAD-NUC) incident.
Thoracic exposure to ionizing radiation can lead to delayed injuries to the heart and lung that are serious and even life-threatening. These injuries are difficult to predict since they manifest over many weeks and months. To identify noninvasive, tissue-specific biomarkers for the early detection of late radiation injury, circulating microRNA (miRNA) levels were measured in non-human primates (NHP, Macaca mulatta) that received a single exposure of whole-thorax lung irradiation (WTLI) at a dose likely to result in 20% or 75% mortality within 180 days (9.8 or 10.7 Gy). Animals were observed for 270 days after WTLI. Approximately 58% of 9.8 Gy WTLI animals (7 of 12) and 94% of 10.7 Gy WTLI animals (15 out of 16) did not survive to the primary end point. Evidence of pulmonary fibrosis/pneumonitis was observed in all animals. Animals that received 10.7 Gy WTLI experienced more severe and early-onset pneumonitis, as indicated by reduced aerated lung volume, high non-sedated respiratory rate, earlier and more frequent dexamethasone treatments, and evidence of onset of heart disease. Radiation-induced changes in the circulating miRNA profile were most prominent within the first 30 days postirradiation, before the manifestation of symptoms, and included miRNA sequences known to regulate pathways associated with pulmonary fibrosis (TGF-β/SMAD signaling) and pneumonitis/inflammation (p53 signaling). The abundance of several circulating miRNA differentially expressed at day 6 or 15, such as miR-199a-3p and miR-25-3p, correlated with statistically significant differences in survival. This study supports the hypothesis that it is feasible to use plasma miRNA profiles to identify individuals at high risk of organ-specific late radiation injury. These miRNA profiles could improve radiation oncology clinical practice and serve as biomarkers to predict who might develop late complications in the aftermath of a radiological or nuclear (RAD-NUC) incident.Thoracic exposure to ionizing radiation can lead to delayed injuries to the heart and lung that are serious and even life-threatening. These injuries are difficult to predict since they manifest over many weeks and months. To identify noninvasive, tissue-specific biomarkers for the early detection of late radiation injury, circulating microRNA (miRNA) levels were measured in non-human primates (NHP, Macaca mulatta) that received a single exposure of whole-thorax lung irradiation (WTLI) at a dose likely to result in 20% or 75% mortality within 180 days (9.8 or 10.7 Gy). Animals were observed for 270 days after WTLI. Approximately 58% of 9.8 Gy WTLI animals (7 of 12) and 94% of 10.7 Gy WTLI animals (15 out of 16) did not survive to the primary end point. Evidence of pulmonary fibrosis/pneumonitis was observed in all animals. Animals that received 10.7 Gy WTLI experienced more severe and early-onset pneumonitis, as indicated by reduced aerated lung volume, high non-sedated respiratory rate, earlier and more frequent dexamethasone treatments, and evidence of onset of heart disease. Radiation-induced changes in the circulating miRNA profile were most prominent within the first 30 days postirradiation, before the manifestation of symptoms, and included miRNA sequences known to regulate pathways associated with pulmonary fibrosis (TGF-β/SMAD signaling) and pneumonitis/inflammation (p53 signaling). The abundance of several circulating miRNA differentially expressed at day 6 or 15, such as miR-199a-3p and miR-25-3p, correlated with statistically significant differences in survival. This study supports the hypothesis that it is feasible to use plasma miRNA profiles to identify individuals at high risk of organ-specific late radiation injury. These miRNA profiles could improve radiation oncology clinical practice and serve as biomarkers to predict who might develop late complications in the aftermath of a radiological or nuclear (RAD-NUC) incident.
Author Miller, Thomas A
Menon, Naresh
Mahendra, Saikanth
Wallack, Seth
Thrall, Karla
Kyubwa, Espoir M
Phelps, Asa A
Starbird, Mark A
Rogers, Claude J
Lukaszewicz, Agnes I
Yamada-Hanff, Jason
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Cites_doi 10.1371/journal.pone.0167333
10.1007/s00411-015-0603-8
10.1016/S0167-8140(86)80108-6
10.1097/HP.0000000000000968
10.1097/HP.0000000000000925
10.1016/j.ijrobp.2005.02.037
10.1038/ncb2866
10.1038/nrneph.2016.48
10.1371/journal.pone.0038052
10.1097/ALN.0000000000000969
10.1016/j.cell.2009.01.002
10.1667/RR4413.1
10.1371/journal.pone.0024145
10.1165/ajrcmb.21.3.3604
10.2172/1460062
10.2307/3579029
10.1371/journal.pone.0003148
10.2174/1874467210666171108165641
10.1016/j.ejphar.2014.07.051
10.3109/01902149809041538
10.1016/j.cell.2007.04.040
10.1080/09553000600930103
10.1039/C9CC05553C
10.1002/jcp.25056
10.1126/scitranslmed.aal2408
10.1097/HP.0b013e31827a307e
10.1371/journal.pone.0191402
10.1016/j.immuni.2017.08.017
10.1038/ncb1596
10.1016/j.ijrobp.2009.12.042
10.1038/s41598-018-31740-8
10.2307/3579509
10.1002/prca.201900035
10.1039/b606394b
10.1371/journal.pone.0232411
10.18632/oncotarget.24662
10.1093/nar/gkw116
10.3389/fmed.2015.00051
10.1016/j.celrep.2018.03.009
10.1667/RR14787.1
10.1038/s41598-018-20370-9
10.1097/HP.0000000000000344
10.1002/sctm.19-0136
10.1371/journal.pone.0181577
10.1186/gb-2014-15-2-r29
10.1165/rcmb.2009-0379OC
10.3109/08977194.2011.595714
10.1667/RR14891.1
10.1097/HP.0b013e318266eb4c
10.1097/HP.0000000000000936
10.1007/s00125-016-3945-0
10.1016/j.mam.2019.09.005
10.1080/1354750X.2018.1479771
10.1097/HP.0000000000000079
10.1093/nar/gkx1141
10.1161/CIRCHEARTFAILURE.108.823070
10.2174/1874467211666180619125653
10.1667/RR15450.1
10.3390/cells9020276
10.1093/nar/gkv403
10.1186/s13014-016-0636-4
10.1371/journal.pone.0057603
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References 44
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50
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53
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55
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56
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57
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58
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7
8
9
60
61
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63
20
64
65
21
22
23
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31
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36
37
38
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40
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42
43
References_xml – ident: 22
  doi: 10.1371/journal.pone.0167333
– ident: 18
  doi: 10.1007/s00411-015-0603-8
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  doi: 10.1016/S0167-8140(86)80108-6
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  doi: 10.1097/HP.0000000000000968
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  doi: 10.1097/HP.0000000000000925
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  doi: 10.1016/j.ijrobp.2005.02.037
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  doi: 10.1038/ncb2866
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  doi: 10.1038/nrneph.2016.48
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  doi: 10.1371/journal.pone.0038052
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  doi: 10.1097/ALN.0000000000000969
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  doi: 10.1016/j.cell.2009.01.002
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  doi: 10.1667/RR4413.1
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  doi: 10.1371/journal.pone.0024145
– ident: 49
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  doi: 10.1165/ajrcmb.21.3.3604
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  doi: 10.2172/1460062
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  doi: 10.2307/3579029
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  doi: 10.1371/journal.pone.0003148
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  doi: 10.2174/1874467210666171108165641
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  doi: 10.1016/j.ejphar.2014.07.051
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  doi: 10.3109/01902149809041538
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  doi: 10.1016/j.cell.2007.04.040
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  doi: 10.1080/09553000600930103
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  doi: 10.1039/C9CC05553C
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  doi: 10.1002/jcp.25056
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  doi: 10.1126/scitranslmed.aal2408
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  doi: 10.1097/HP.0b013e31827a307e
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  doi: 10.1371/journal.pone.0191402
– ident: 15
  doi: 10.1016/j.immuni.2017.08.017
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  doi: 10.1038/ncb1596
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  doi: 10.1016/j.ijrobp.2009.12.042
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  doi: 10.1038/s41598-018-31740-8
– ident: 38
  doi: 10.2307/3579509
– ident: 10
  doi: 10.1002/prca.201900035
– ident: 17
  doi: 10.1039/b606394b
– ident: 40
  doi: 10.1371/journal.pone.0232411
– ident: 62
  doi: 10.18632/oncotarget.24662
– ident: 33
  doi: 10.1093/nar/gkw116
– ident: 34
  doi: 10.3389/fmed.2015.00051
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  doi: 10.1016/j.celrep.2018.03.009
– ident: 5
  doi: 10.1667/RR14787.1
– ident: 6
  doi: 10.1038/s41598-018-20370-9
– ident: 43
  doi: 10.1097/HP.0000000000000344
– ident: 3
  doi: 10.1002/sctm.19-0136
– ident: 4
  doi: 10.1371/journal.pone.0181577
– ident: 47
  doi: 10.1186/gb-2014-15-2-r29
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  doi: 10.1165/rcmb.2009-0379OC
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  doi: 10.3109/08977194.2011.595714
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  doi: 10.1667/RR14891.1
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  doi: 10.1097/HP.0b013e318266eb4c
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  doi: 10.1097/HP.0000000000000936
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  doi: 10.1007/s00125-016-3945-0
– ident: 31
  doi: 10.1016/j.mam.2019.09.005
– ident: 24
  doi: 10.1080/1354750X.2018.1479771
– ident: 41
  doi: 10.1097/HP.0000000000000079
– ident: 65
  doi: 10.1093/nar/gkx1141
– ident: 61
  doi: 10.1161/CIRCHEARTFAILURE.108.823070
– ident: 8
  doi: 10.2174/1874467211666180619125653
– ident: 20
  doi: 10.1667/RR15450.1
– ident: 37
  doi: 10.3390/cells9020276
– ident: 48
  doi: 10.1093/nar/gkv403
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Snippet Thoracic exposure to ionizing radiation can lead to delayed injuries to the heart and lung that are serious and even life-threatening. These injuries are...
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SubjectTerms Animals
Dose-Response Relationship, Radiation
Female
FOCUS ISSUE ARTICLES
Lung - pathology
Lung - radiation effects
Macaca mulatta
Male
MicroRNAs - blood
MicroRNAs - genetics
Survival Analysis
Thorax - radiation effects
Title Identification of miRNA Associated with Reduced Survival after Whole-Thorax Lung Irradiation in Non-Human Primates
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