Root anatomical phenes predict root penetration ability and biomechanical properties in maize (Zea Mays)

The ability of roots to penetrate hard soil is important for crop productivity but specific root phenes contributing to this ability are poorly understood. Root penetrability and biomechanical properties are likely to vary in the root system dependent on anatomical structure. No information is avail...

Full description

Saved in:
Bibliographic Details
Published inJournal of experimental botany Vol. 66; no. 11; pp. 3151 - 3162
Main Authors Chimungu, Joseph G., Loades, Kenneth W., Lynch, Jonathan P.
Format Journal Article
LanguageEnglish
Published England Oxford University Press 01.06.2015
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The ability of roots to penetrate hard soil is important for crop productivity but specific root phenes contributing to this ability are poorly understood. Root penetrability and biomechanical properties are likely to vary in the root system dependent on anatomical structure. No information is available to date on the influence of root anatomical phenes on root penetrability and biomechanics. Root penetration ability was evaluated using a wax layer system. Root tensile and bending strength were evaluated in plant roots grown in the greenhouse and in the field. Root anatomical phenes were found to be better predictors of root penetrability than root diameter per se and associated with smaller distal cortical region cell size. Smaller outer cortical region cells play an important role in stabilizing the root against ovalization and reducing the risk of local buckling and collapse during penetration, thereby increasing root penetration of hard layers. The use of stele diameter was found to be a better predictor of root tensile strength than root diameter. Cortical thickness, cortical cell count, cortical cell wall area and distal cortical cell size were stronger predictors of root bend strength than root diameter. Our results indicate that root anatomical phenes are important predictors for root penetrability of high-strength layers and root biomechanical properties.
AbstractList The ability of roots to penetrate hard soil is important for crop productivity but specific root phenes contributing to this ability are poorly understood. Root penetrability and biomechanical properties are likely to vary in the root system dependent on anatomical structure. No information is available to date on the influence of root anatomical phenes on root penetrability and biomechanics. Root penetration ability was evaluated using a wax layer system. Root tensile and bending strength were evaluated in plant roots grown in the greenhouse and in the field. Root anatomical phenes were found to be better predictors of root penetrability than root diameter per se and associated with smaller distal cortical region cell size. Smaller outer cortical region cells play an important role in stabilizing the root against ovalization and reducing the risk of local buckling and collapse during penetration, thereby increasing root penetration of hard layers. The use of stele diameter was found to be a better predictor of root tensile strength than root diameter. Cortical thickness, cortical cell count, cortical cell wall area and distal cortical cell size were stronger predictors of root bend strength than root diameter. Our results indicate that root anatomical phenes are important predictors for root penetrability of high-strength layers and root biomechanical properties.
Root bending, tensile strength, and ability to penetrate hard soil are related to anatomical phenes that are subject to selection in crop breeding programs. The ability of roots to penetrate hard soil is important for crop productivity but specific root phenes contributing to this ability are poorly understood. Root penetrability and biomechanical properties are likely to vary in the root system dependent on anatomical structure. No information is available to date on the influence of root anatomical phenes on root penetrability and biomechanics. Root penetration ability was evaluated using a wax layer system. Root tensile and bending strength were evaluated in plant roots grown in the greenhouse and in the field. Root anatomical phenes were found to be better predictors of root penetrability than root diameter per se and associated with smaller distal cortical region cell size. Smaller outer cortical region cells play an important role in stabilizing the root against ovalization and reducing the risk of local buckling and collapse during penetration, thereby increasing root penetration of hard layers. The use of stele diameter was found to be a better predictor of root tensile strength than root diameter. Cortical thickness, cortical cell count, cortical cell wall area and distal cortical cell size were stronger predictors of root bend strength than root diameter. Our results indicate that root anatomical phenes are important predictors for root penetrability of high-strength layers and root biomechanical properties.
Highlight Root bending, tensile strength, and ability to penetrate hard soil are related to anatomical phenes that are subject to selection in crop breeding programs.The ability of roots to penetrate hard soil is important for crop productivity but specific root phenes contributing to this ability are poorly understood. Root penetrability and biomechanical properties are likely to vary in the root system dependent on anatomical structure. No information is available to date on the influence of root anatomical phenes on root penetrability and biomechanics. Root penetration ability was evaluated using a wax layer system. Root tensile and bending strength were evaluated in plant roots grown in the greenhouse and in the field. Root anatomical phenes were found to be better predictors of root penetrability than root diameter per se and associated with smaller distal cortical region cell size. Smaller outer cortical region cells play an important role in stabilizing the root against ovalization and reducing the risk of local buckling and collapse during penetration, thereby increasing root penetration of hard layers. The use of stele diameter was found to be a better predictor of root tensile strength than root diameter. Cortical thickness, cortical cell count, cortical cell wall area and distal cortical cell size were stronger predictors of root bend strength than root diameter. Our results indicate that root anatomical phenes are important predictors for root penetrability of high-strength layers and root biomechanical properties.
Author Chimungu, Joseph G.
Loades, Kenneth W.
Lynch, Jonathan P.
Author_xml – sequence: 1
  givenname: Joseph G.
  surname: Chimungu
  fullname: Chimungu, Joseph G.
  organization: Department of Plant Science, The Pennsylvania State University, University Park, PA 16802, USA
– sequence: 2
  givenname: Kenneth W.
  surname: Loades
  fullname: Loades, Kenneth W.
  organization: The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK
– sequence: 3
  givenname: Jonathan P.
  surname: Lynch
  fullname: Lynch, Jonathan P.
  organization: Department of Plant Science, The Pennsylvania State University, University Park, PA 16802, USA
BackLink https://www.ncbi.nlm.nih.gov/pubmed/25903914$$D View this record in MEDLINE/PubMed
BookMark eNqFkc1rFTEUxYNU7Gt1416ZZSs8e5NJZiabghS_oCKIbtyEJHPHl8dMMiZ5xedf39Sp9QPBVSD3d07OzTkiBz54JOQxhecUZH22_WbOMF5RRu-RFeUNrBmv6QFZATC2BinaQ3KU0hYABAjxgBwyIaGWlK_I5kMIudJe5zA5q8dq3qDHVM0Re2dzFW_Gc7nKUWcXfKWNG13eF0lfGRcmtBvtF2UMM8bsitr5atLuO1Ynn1FX7_Q-nT4k9wc9Jnx0ex6TT69efrx4s758__rtxYvLteVS5jXrayuHjiPHtu8MA9CGskHW0LaGsaEzAqCRtOubwTRmEL0BZD1yy7RAIepjcr74zjszYW_Rl-SjmqObdNyroJ36c-LdRn0JV4pzLkXdFoOTW4MYvu4wZTW5ZHEctcewS4p2QkDbdZz-H206Ltvy511Bn_4e6y7PzyYK8GwBbAwpRRzuEArqpmZValZLzQWGv2Dr8o9-ykpu_LfkySLZphzir_ebWgLlvL4GBDW3_g
CitedBy_id crossref_primary_10_1093_jxb_erad389
crossref_primary_10_1111_eva_13673
crossref_primary_10_3390_plants10010005
crossref_primary_10_1016_j_flora_2018_11_003
crossref_primary_10_1111_nph_18678
crossref_primary_10_1002_fes3_355
crossref_primary_10_1155_2020_7538698
crossref_primary_10_1007_s00425_023_04294_x
crossref_primary_10_1016_j_tplants_2017_07_008
crossref_primary_10_1111_1442_1984_12410
crossref_primary_10_1111_pbr_13248
crossref_primary_10_36783_18069657rbcs20230046
crossref_primary_10_1093_jxb_erab406
crossref_primary_10_1016_j_ecoleng_2022_106574
crossref_primary_10_1093_jxb_erw472
crossref_primary_10_1007_s11104_024_06507_y
crossref_primary_10_1111_tpj_15560
crossref_primary_10_1111_nph_17572
crossref_primary_10_34133_2020_3252703
crossref_primary_10_1007_s11104_019_04088_9
crossref_primary_10_1016_j_bgtech_2023_100035
crossref_primary_10_1016_j_still_2023_105785
crossref_primary_10_1007_s10535_018_0773_8
crossref_primary_10_3390_plants11172256
crossref_primary_10_1016_j_devcel_2024_01_001
crossref_primary_10_1016_j_soilbio_2024_109610
crossref_primary_10_1071_FP19002
crossref_primary_10_1111_pce_14284
crossref_primary_10_1186_s40659_018_0190_7
crossref_primary_10_3390_f11020179
crossref_primary_10_1186_s12284_018_0252_z
crossref_primary_10_1093_aob_mcaa068
crossref_primary_10_1007_s40502_018_0415_3
crossref_primary_10_1139_cgj_2021_0695
crossref_primary_10_1111_pce_15219
crossref_primary_10_3389_fpls_2019_00714
crossref_primary_10_3389_fpls_2022_1084706
crossref_primary_10_1007_s11104_020_04791_y
crossref_primary_10_1111_pce_13683
crossref_primary_10_1007_s11104_020_04824_6
crossref_primary_10_1111_pce_15462
crossref_primary_10_1007_s40502_019_00451_1
crossref_primary_10_3390_su14084672
crossref_primary_10_1007_s11104_021_05133_2
crossref_primary_10_3390_grasses4010004
crossref_primary_10_1016_j_plaphy_2024_108386
crossref_primary_10_1093_jxb_eraa165
crossref_primary_10_1093_jxb_eraa561
crossref_primary_10_3389_fpls_2022_827369
crossref_primary_10_1093_jxb_erac188
crossref_primary_10_1186_s12870_021_03127_x
crossref_primary_10_1016_j_plaphy_2018_04_001
crossref_primary_10_1093_aob_mcab144
crossref_primary_10_1111_nph_14044
crossref_primary_10_1080_02571862_2024_2385815
crossref_primary_10_1093_jxb_erae083
crossref_primary_10_1371_journal_pone_0270109
crossref_primary_10_3390_ijms17081205
crossref_primary_10_1007_s40415_023_00925_5
crossref_primary_10_3390_plants10071274
crossref_primary_10_2351_1_5096089
crossref_primary_10_1080_13416979_2019_1624306
crossref_primary_10_1007_s11104_024_07007_9
crossref_primary_10_1073_pnas_2012087118
crossref_primary_10_1371_journal_pone_0200463
crossref_primary_10_1007_s00425_024_04412_3
crossref_primary_10_1007_s12892_022_00142_8
crossref_primary_10_1093_jxb_erz293
crossref_primary_10_1093_aob_mcy076
crossref_primary_10_1016_j_catena_2022_106016
crossref_primary_10_1093_aob_mcac029
crossref_primary_10_1093_jxb_ery048
crossref_primary_10_1093_aob_mcw109
crossref_primary_10_1016_j_still_2021_105198
crossref_primary_10_1016_j_flora_2024_152562
crossref_primary_10_3390_plants9070893
crossref_primary_10_3390_plants11050703
crossref_primary_10_1016_j_agwat_2019_105839
crossref_primary_10_1002_ppp3_10389
crossref_primary_10_1007_s11104_021_05010_y
crossref_primary_10_1186_s12870_022_03987_x
crossref_primary_10_1080_00103624_2025_2474180
crossref_primary_10_1111_1365_2435_14257
crossref_primary_10_1093_jxb_erz383
crossref_primary_10_1007_s00122_024_04606_z
crossref_primary_10_1016_j_cj_2019_12_006
crossref_primary_10_1016_j_envexpbot_2021_104494
crossref_primary_10_1007_s10530_022_02909_0
crossref_primary_10_1080_1343943X_2022_2085588
crossref_primary_10_1007_s00425_018_3043_2
crossref_primary_10_1080_00103624_2022_2071443
crossref_primary_10_1371_journal_pone_0212700
crossref_primary_10_1016_j_stress_2022_100121
crossref_primary_10_1080_15324982_2021_1961922
crossref_primary_10_1088_1478_3975_aa90dd
crossref_primary_10_13080_z_a_2021_108_013
crossref_primary_10_3390_agronomy14123033
crossref_primary_10_1016_j_tplants_2022_04_001
crossref_primary_10_1093_aob_mcae201
crossref_primary_10_1093_aobpla_plac050
crossref_primary_10_1093_jxb_erz271
crossref_primary_10_1111_nph_15516
crossref_primary_10_1016_j_still_2019_04_008
crossref_primary_10_1093_aob_mcy010
crossref_primary_10_1111_1365_2435_12888
crossref_primary_10_1016_j_cj_2020_12_001
crossref_primary_10_1071_CP18005
crossref_primary_10_1093_jxb_erw368
crossref_primary_10_1016_j_envexpbot_2023_105616
crossref_primary_10_3389_fpls_2017_00420
crossref_primary_10_1111_pce_14213
crossref_primary_10_1002_pld3_310
crossref_primary_10_1002_tpg2_20003
crossref_primary_10_1111_pce_14175
crossref_primary_10_1111_oik_09032
crossref_primary_10_1016_j_fcr_2020_107960
crossref_primary_10_1016_j_fcr_2020_108013
crossref_primary_10_1007_s42729_019_0007_y
crossref_primary_10_5586_asbp_187377
crossref_primary_10_1590_1983_21252020v33n218rc
crossref_primary_10_1016_j_still_2021_105166
crossref_primary_10_1111_pce_12684
crossref_primary_10_18307_2017_0501
crossref_primary_10_1016_j_tplants_2024_10_014
crossref_primary_10_7717_peerj_16609
crossref_primary_10_1038_s41598_018_22809_5
crossref_primary_10_1111_nph_15738
crossref_primary_10_1007_s11104_023_06301_2
crossref_primary_10_3390_ijms242015167
Cites_doi 10.1093/aob/mct069
10.1093/jxb/eru162
10.1071/FP08132
10.1300/J064v13n04_08
10.1139/g99-065
10.1016/0021-8634(78)90075-6
10.1111/j.1399-3054.1982.tb00268.x
10.1093/jxb/44.1.147
10.1626/pps.10.451
10.1104/pp.114.250449
10.1007/BF02139621
10.1046/j.1365-2389.2002.00429.x
10.1093/aob/mcs293
10.1007/s001220050007
10.1093/jxb/ert200
10.1023/A:1004753900945
10.1007/BF00012888
10.1007/s11104-013-1643-y
10.1007/s11104-005-0134-1
10.2136/sssaj1960.03615995002400020004x
10.1111/j.1744-7348.1995.tb06680.x
10.1093/jxb/erl074
10.1016/S0378-4290(02)00038-2
10.1093/jxb/erp200
10.1093/forestry/59.2.173
10.1111/j.1365-3040.2009.02099.x
10.1201/9780203909423.pt6
10.1104/pp.111.175414
10.1104/pp.114.249037
10.1016/S0168-9452(00)00205-3
10.1093/jxb/eru508
10.1006/anbo.1998.0822
10.1007/s11104-005-0605-4
10.1093/jxb/ert286
10.1016/S0378-4290(02)00039-4
10.1006/anbo.1998.0693
10.1093/jxb/erq350
10.1626/pps.11.487
10.1071/AR05067
10.1626/pps.9.47
10.1007/s11104-012-1138-2
10.2135/cropsci1998.0011183X003800030026x
10.2135/cropsci1995.0011183X003500030005x
10.1111/j.1365-3040.2007.01639.x
10.1017/S0021859600081235
10.1046/j.1365-2435.2003.00709.x
10.1023/A:1004294330427
10.1111/j.1365-2435.2006.01075.x
10.1023/A:1026140122848
10.1007/s11104-007-9428-9
10.1071/FP03046
ContentType Journal Article
Copyright The Author 2015
The Author 2015. Published by Oxford University Press on behalf of the Society for Experimental Biology.
The Author 2015. Published by Oxford University Press on behalf of the Society for Experimental Biology. 2015
Copyright_xml – notice: The Author 2015
– notice: The Author 2015. Published by Oxford University Press on behalf of the Society for Experimental Biology.
– notice: The Author 2015. Published by Oxford University Press on behalf of the Society for Experimental Biology. 2015
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
7QO
8FD
FR3
P64
5PM
DOI 10.1093/jxb/erv121
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
Biotechnology Research Abstracts
Technology Research Database
Engineering Research Database
Biotechnology and BioEngineering Abstracts
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
Engineering Research Database
Biotechnology Research Abstracts
Technology Research Database
Biotechnology and BioEngineering Abstracts
DatabaseTitleList

MEDLINE
Engineering Research Database
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Botany
EISSN 1460-2431
EndPage 3162
ExternalDocumentID PMC4449537
25903914
10_1093_jxb_erv121
26390144
Genre Research Support, U.S. Gov't, Non-P.H.S
Research Support, Non-U.S. Gov't
Journal Article
GroupedDBID ---
-DZ
-E4
-~X
.2P
.I3
0R~
18M
1TH
29K
2WC
2~F
4.4
482
48X
5GY
5VS
5WA
5WD
70D
AAHBH
AAIMJ
AAJKP
AAJQQ
AAMDB
AAMVS
AAOGV
AAPQZ
AAPXW
AARHZ
AAUAY
AAUQX
AAVAP
AAVLN
AAXTN
ABBHK
ABDFA
ABEJV
ABEUO
ABGNP
ABIXL
ABJNI
ABLJU
ABMNT
ABNKS
ABPPZ
ABPQP
ABPTD
ABQLI
ABVGC
ABWST
ABXSQ
ABXVV
ABXZS
ABZBJ
ACGFO
ACGFS
ACGOD
ACHIC
ACIWK
ACNCT
ACPRK
ACUFI
ACUTJ
ADBBV
ADEYI
ADEZT
ADFTL
ADGKP
ADGZP
ADHKW
ADHZD
ADIPN
ADNBA
ADOCK
ADQBN
ADRTK
ADULT
ADVEK
ADYVW
ADZTZ
ADZXQ
AEEJZ
AEGPL
AEGXH
AEJOX
AEKSI
AELWJ
AEMDU
AENEX
AENZO
AEPUE
AETBJ
AEUPB
AEWNT
AFFZL
AFGWE
AFIYH
AFOFC
AFRAH
AFYAG
AGINJ
AGKEF
AGORE
AGQXC
AGSYK
AHMBA
AHXPO
AIAGR
AIJHB
AJBYB
AJEEA
AJNCP
AKHUL
AKWXX
ALMA_UNASSIGNED_HOLDINGS
ALUQC
ALXQX
APIBT
APWMN
AQVQM
ARIXL
ATGXG
AXUDD
AYOIW
BAWUL
BAYMD
BCRHZ
BEYMZ
BHONS
BQDIO
BSWAC
CDBKE
CS3
CZ4
D-I
DAKXR
DATOO
DIK
DILTD
DU5
D~K
E3Z
EBS
ECGQY
EE~
EJD
F5P
F9B
FHSFR
FLUFQ
FOEOM
FQBLK
GAUVT
GJXCC
GX1
H13
H5~
HAR
HW0
HZ~
IOX
IPSME
J21
JAAYA
JBMMH
JENOY
JHFFW
JKQEH
JLS
JLXEF
JPM
JST
JXSIZ
KAQDR
KBUDW
KOP
KQ8
KSI
KSN
M-Z
ML0
N9A
NGC
NLBLG
NOMLY
NU-
NVLIB
O9-
OAWHX
OBOKY
ODMLO
OJQWA
OJZSN
OK1
OVD
OWPYF
P2P
PAFKI
PEELM
PQQKQ
Q1.
Q5Y
QBD
R44
RD5
ROL
ROX
ROZ
RUSNO
RW1
RXO
SA0
TEORI
TLC
TN5
TR2
UHB
UPT
W8F
WH7
WOQ
X7H
YAYTL
YKOAZ
YQT
YSK
YXANX
YZZ
ZKX
~02
~91
~KM
3O-
53G
AAWDT
AAYXX
ABDPE
ABIME
ABNGD
ABPIB
ABSMQ
ABZEO
ACFRR
ACPQN
ACUKT
ACVCV
ACZBC
AEHUL
AEKPW
AETEA
AFSHK
AGKRT
AGMDO
AGQPQ
AHGBF
AI.
AJDVS
ANFBD
APJGH
AQDSO
ASAOO
ASPBG
ATDFG
ATTQO
AVWKF
AZFZN
C1A
CAG
CITATION
COF
CXTWN
DFGAJ
ELUNK
FEDTE
HVGLF
H~9
MBTAY
MVM
NEJ
NTWIH
O0~
OHT
O~Y
PB-
RIG
RNI
RZF
RZO
TCN
UKR
VH1
XOL
ZCG
CGR
CUY
CVF
ECM
EIF
NPM
7X8
7QO
8FD
FR3
P64
5PM
ID FETCH-LOGICAL-c499t-2d3c9f84e4e7d8b200ab12f93077b22f8b5006918d6fb6bf5db0e2de4c2a5e553
ISSN 0022-0957
IngestDate Thu Aug 21 14:06:50 EDT 2025
Fri Jul 11 04:43:52 EDT 2025
Thu Jul 10 20:34:07 EDT 2025
Mon Jul 21 05:49:18 EDT 2025
Tue Jul 01 03:05:27 EDT 2025
Thu Apr 24 23:10:13 EDT 2025
Sun Aug 24 12:10:24 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 11
Keywords phenes
tensile strength
Anatomy
bending strength
Language English
License The Author 2015. Published by Oxford University Press on behalf of the Society for Experimental Biology.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c499t-2d3c9f84e4e7d8b200ab12f93077b22f8b5006918d6fb6bf5db0e2de4c2a5e553
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0002-7265-9790
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC4449537
PMID 25903914
PQID 1684975058
PQPubID 23479
PageCount 12
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_4449537
proquest_miscellaneous_1855078841
proquest_miscellaneous_1684975058
pubmed_primary_25903914
crossref_primary_10_1093_jxb_erv121
crossref_citationtrail_10_1093_jxb_erv121
jstor_primary_26390144
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2015-06-01
PublicationDateYYYYMMDD 2015-06-01
PublicationDate_xml – month: 06
  year: 2015
  text: 2015-06-01
  day: 01
PublicationDecade 2010
PublicationPlace England
PublicationPlace_xml – name: England
– name: UK
PublicationTitle Journal of experimental botany
PublicationTitleAlternate J Exp Bot
PublicationYear 2015
Publisher Oxford University Press
Publisher_xml – name: Oxford University Press
References ( key 20170516083644_CIT0017) 1986; 59
( key 20170516083644_CIT0062) 2010; 33
( key 20170516083644_CIT0038) 2013; 370
( key 20170516083644_CIT0058) 2009; 60
( key 20170516083644_CIT0004) 2005; 278
key 20170516083644_CIT0700
( key 20170516083644_CIT0011) 2014; 166
( key 20170516083644_CIT0019) 1995; 127
( key 20170516083644_CIT0041) 2014
( key 20170516083644_CIT0060) 1995; 35
( key 20170516083644_CIT0033) 2002; 53
( key 20170516083644_CIT0005) 2007; 301
( key 20170516083644_CIT0018) 1978; 23
( key 20170516083644_CIT0020) 1993; 45
( key 20170516083644_CIT0037) 2002
( key 20170516083644_CIT0057) 1982; 54
( key 20170516083644_CIT0044) 1992; 144
( key 20170516083644_CIT0002) 1988; 110
( key 20170516083644_CIT0003) 2011; 62
( key 20170516083644_CIT0023) 2005; 278
( key 20170516083644_CIT0056) 2012; 364
( key 20170516083644_CIT0055) 1960; 24
( key 20170516083644_CIT0009) 2004; 267
( key 20170516083644_CIT0027) 2013; 64
( key 20170516083644_CIT0061) 2000; 43
( key 20170516083644_CIT0021) 1993; 44
( key 20170516083644_CIT0012) 2015
( key 20170516083644_CIT0029) 2007; 10
( key 20170516083644_CIT0026) 2009; 114
( key 20170516083644_CIT0025) 1999; 83
( key 20170516083644_CIT0034) 2000; 155
( key 20170516083644_CIT0014) 2008; 35
( key 20170516083644_CIT0043) 2014; 65
( key 20170516083644_CIT0035) 2006; 9
( key 20170516083644_CIT0013) 2002; 76
( key 20170516083644_CIT0022) 2003; 30
( key 20170516083644_CIT0051) 2002; 76
( key 20170516083644_CIT0008) 1998; 38
( key 20170516083644_CIT0024) 1998; 82
( key 20170516083644_CIT0006) 2008
( key 20170516083644_CIT0042) 2015; 66
( key 20170516083644_CIT0054) 2007; 30
( key 20170516083644_CIT0047) 1998; 200
( key 20170516083644_CIT0028) 1990; B329
( key 20170516083644_CIT0007) 2012; 357
( key 20170516083644_CIT0049) 2000; 100
( key 20170516083644_CIT0032) 2003; 17
( key 20170516083644_CIT0052) 1985; 85
R Development Core Team ( key 20170516083644_CIT0050) 2014
( key 20170516083644_CIT0001) 2005; 56
( key 20170516083644_CIT0059) 2013; 4
( key 20170516083644_CIT0053) 2006; 20
( key 20170516083644_CIT0030) 2013; 112
( key 20170516083644_CIT0031) 2013; 64
( key 20170516083644_CIT0040) 2013; 112
( key 20170516083644_CIT0010) 2014; 166
( key 20170516083644_CIT0046) 2006; 57
( key 20170516083644_CIT0039) 2011; 156
( key 20170516083644_CIT0036) 2008; 11
( key 20170516083644_CIT0016) 2003; 255
( key 20170516083644_CIT0045) 1999; 13
( key 20170516083644_CIT0015) 2000; 219
( key 20170516083644_CIT0048) 2005; 41
References_xml – volume: 112
  start-page: 429
  year: 2013
  ident: key 20170516083644_CIT0030
  article-title: Root cortical burden influences drought tolerance in maize
  publication-title: Annals of Botany
  doi: 10.1093/aob/mct069
– volume: 65
  start-page: 6155
  year: 2014
  ident: key 20170516083644_CIT0043
  article-title: Root anatomical phenes associated with water acquisition from drying soil: targets for crop improvement
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/eru162
– volume: 35
  start-page: 1163
  year: 2008
  ident: key 20170516083644_CIT0014
  article-title: Evidence from near-isogenic lines that root penetration increases with root diameter and bending stiffness in rice
  publication-title: Functional Plant Biology
  doi: 10.1071/FP08132
– volume: 13
  start-page: 87
  year: 1999
  ident: key 20170516083644_CIT0045
  article-title: Genotypic variation for root penetration of a soil pan
  publication-title: Journal of Sustainable Agriculture
  doi: 10.1300/J064v13n04_08
– volume: 43
  start-page: 53
  year: 2000
  ident: key 20170516083644_CIT0061
  article-title: Quantitative trait loci for root-penetration ability and root thickness in rice: comparison of genetic backgrounds
  publication-title: Genome
  doi: 10.1139/g99-065
– volume: 23
  start-page: 17
  year: 1978
  ident: key 20170516083644_CIT0018
  article-title: The deflection of plant roots
  publication-title: Journal of Agricultural Engineering Research
  doi: 10.1016/0021-8634(78)90075-6
– volume: 41
  start-page: W07025
  year: 2005
  ident: key 20170516083644_CIT0048
  article-title: Estimating the mechanical effects of riparian vegetation on stream bank stability using a fiber bundle model
  publication-title: Water Resources Research
– volume: 54
  start-page: 333
  year: 1982
  ident: key 20170516083644_CIT0057
  article-title: The buckling of plant roots
  publication-title: Physiologia Plantarum
  doi: 10.1111/j.1399-3054.1982.tb00268.x
– volume: 44
  start-page: 147
  year: 1993
  ident: key 20170516083644_CIT0021
  article-title: The anchorage mechanics of maize, Zea mays
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/44.1.147
– volume: 10
  start-page: 451
  year: 2007
  ident: key 20170516083644_CIT0029
  article-title: Combined soil physical stress of soil drying, anaerobiosis and mechanical impedance to seedling root growth of four crop species
  publication-title: Plant Production Science
  doi: 10.1626/pps.10.451
– volume: 166
  start-page: 2166
  year: 2014
  ident: key 20170516083644_CIT0011
  article-title: Large root cortical cell size improves drought tolerance in maize (Zea mays L.)
  publication-title: Plant Physiology
  doi: 10.1104/pp.114.250449
– volume: 85
  start-page: 153
  year: 1985
  ident: key 20170516083644_CIT0052
  article-title: Constricted growth of grass roots through rigid pores
  publication-title: Plant and Soil
  doi: 10.1007/BF02139621
– volume: 53
  start-page: 119
  year: 2002
  ident: key 20170516083644_CIT0033
  article-title: Influence of soil strength on root growth: experiments and analysis using a critical‐state model
  publication-title: European Journal of Soil Science
  doi: 10.1046/j.1365-2389.2002.00429.x
– volume: 364
  start-page: 171
  year: 2012
  ident: key 20170516083644_CIT0056
  article-title: Genotypic variation in the ability of wheat roots to penetrate wax layers
  publication-title: Plant and Soil
– volume: 112
  start-page: 347
  year: 2013
  ident: key 20170516083644_CIT0040
  article-title: Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems
  publication-title: Annals of Botany
  doi: 10.1093/aob/mcs293
– volume: 100
  start-page: 49
  year: 2000
  ident: key 20170516083644_CIT0049
  article-title: A combined RFLP and AFLP linkage map of upland rice (Oryza sativa L.) used to identify QTLs for root-penetration ability
  publication-title: Theoretical and Applied Genetics
  doi: 10.1007/s001220050007
– volume: 64
  start-page: 3711
  year: 2013
  ident: key 20170516083644_CIT0027
  article-title: Root hairs improve root penetration, root-soil contact, and phosphorus acquisition in soils of different strength
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/ert200
– volume: 219
  start-page: 187
  year: 2000
  ident: key 20170516083644_CIT0015
  article-title: Screening the ability of rice roots to overcome the mechanical impedance of wax layers : importance of test conditions and measurement criteria
  publication-title: Plant and Soil
  doi: 10.1023/A:1004753900945
– volume: 144
  start-page: 297
  year: 1992
  ident: key 20170516083644_CIT0044
  article-title: Influence of root diameter on the penetration of seminal roots into a compacted subsoil
  publication-title: Plant and Soil
  doi: 10.1007/BF00012888
– volume: 370
  start-page: 407
  year: 2013
  ident: key 20170516083644_CIT0038
  article-title: Biomechanics of nodal, seminal and lateral roots of barley: effects of diameter, waterlogging and mechanical impedance
  publication-title: Plant and Soil
  doi: 10.1007/s11104-013-1643-y
– volume: 267
  start-page: 309
  year: 2004
  ident: key 20170516083644_CIT0009
  article-title: Effect of soil mechanical impedance on root growth of two rice varieties under field drought stress
  publication-title: Plant and Soil
  doi: 10.1007/s11104-005-0134-1
– volume: 24
  start-page: 79
  year: 1960
  ident: key 20170516083644_CIT0055
  article-title: Use of wax substrates in root penetration studies
  publication-title: Soil Science Society of America Proceedings
  doi: 10.2136/sssaj1960.03615995002400020004x
– volume: 127
  start-page: 363
  year: 1995
  ident: key 20170516083644_CIT0019
  article-title: A study of the tensile force required to pull wheat roots from soil
  publication-title: Annals of Applied Biology
  doi: 10.1111/j.1744-7348.1995.tb06680.x
– volume: 57
  start-page: 3123
  year: 2006
  ident: key 20170516083644_CIT0046
  article-title: Structural development and stability of rice Oryza sativa L. var. nerica 1
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/erl074
– volume: 76
  start-page: 175
  year: 2002
  ident: key 20170516083644_CIT0051
  article-title: Penetration of hardpans by rice lines in the rainfed lowlands
  publication-title: Field Crops Research
  doi: 10.1016/S0378-4290(02)00038-2
– volume: 60
  start-page: 2845
  year: 2009
  ident: key 20170516083644_CIT0058
  article-title: Physical effects of soil drying on roots and crop growth
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/erp200
– volume: 59
  start-page: 173
  year: 1986
  ident: key 20170516083644_CIT0017
  article-title: Components of tree stability in sitka spruce on peaty gley soil
  publication-title: Forestry
  doi: 10.1093/forestry/59.2.173
– volume: 33
  start-page: 740
  year: 2010
  ident: key 20170516083644_CIT0062
  article-title: Root cortical aerenchyma improves the drought tolerance of maize (Zea mays L.)
  publication-title: Plant, Cell and Environment
  doi: 10.1111/j.1365-3040.2009.02099.x
– start-page: 521
  volume-title: Plant Roots: The Hidden Half
  year: 2002
  ident: key 20170516083644_CIT0037
  article-title: Respiratory patterns in roots in relation to their functioning
  doi: 10.1201/9780203909423.pt6
– volume: 156
  start-page: 1041
  year: 2011
  ident: key 20170516083644_CIT0039
  article-title: Root phenes for enhanced soil exploration and phosphorus acquisition: tools for future crops
  publication-title: Plant Physiology
  doi: 10.1104/pp.111.175414
– volume: 114
  start-page: F03013
  year: 2009
  ident: key 20170516083644_CIT0026
  article-title: Topographic and ecologic controls on root reinforcement
  publication-title: Journal of Geophysical Research
– ident: key 20170516083644_CIT0700
– volume: 166
  start-page: 1943
  year: 2014
  ident: key 20170516083644_CIT0010
  article-title: Reduced root cortical cell file number improves drought tolerance in maize
  publication-title: Plant Physiology
  doi: 10.1104/pp.114.249037
– volume: 155
  start-page: 41
  year: 2000
  ident: key 20170516083644_CIT0034
  article-title: Genetic variability and molecular responses of root penetration in cotton
  publication-title: Plant Science
  doi: 10.1016/S0168-9452(00)00205-3
– volume: 66
  start-page: 2199
  year: 2015
  ident: key 20170516083644_CIT0042
  article-title: Opportunities and challenges in the subsoil: pathways to deeper rooted crops
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/eru508
– volume: 83
  start-page: 293
  year: 1999
  ident: key 20170516083644_CIT0025
  article-title: The effects of soil bulk density on the morphology and anchorage mechanics of the root systems of sunflower and maize
  publication-title: Annals of Botany
  doi: 10.1006/anbo.1998.0822
– volume: 278
  start-page: 11
  year: 2005
  ident: key 20170516083644_CIT0004
  article-title: Root strength and root area ratio of forest species in Lombardy (Northern Italy)
  publication-title: Plant and Soil
  doi: 10.1007/s11104-005-0605-4
– volume: B329
  start-page: 343
  year: 1990
  ident: key 20170516083644_CIT0028
  article-title: Soil compaction and plant root growth
  publication-title: Philosophical Transactions of the Royal Society of London
– volume: 64
  start-page: 4761
  year: 2013
  ident: key 20170516083644_CIT0031
  article-title: How do roots elongate in a structured soil?
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/ert286
– volume: 76
  start-page: 189
  year: 2002
  ident: key 20170516083644_CIT0013
  article-title: Root penetration of strong soil in rainfed lowland rice: comparison of laboratory screens with field performance
  publication-title: Field Crops Research
  doi: 10.1016/S0378-4290(02)00039-4
– volume: 82
  start-page: 347
  year: 1998
  ident: key 20170516083644_CIT0024
  article-title: Responses of the root systems of sunflower and maize to unidirectional stem flexure
  publication-title: Annals of Botany
  doi: 10.1006/anbo.1998.0693
– volume: 62
  start-page: 59
  year: 2011
  ident: key 20170516083644_CIT0003
  article-title: Root elongation, water stress, and mechanical impedance: a review of limiting stresses and beneficial root tip traits
  publication-title: Journal of Experimental Botany
  doi: 10.1093/jxb/erq350
– volume: 11
  start-page: 487
  year: 2008
  ident: key 20170516083644_CIT0036
  article-title: Relationship between deep root distribution and root penetration capacity estimated by pot experiments with a paraffin and vaseline layer for landraces and recent
  publication-title: Plant Production Science
  doi: 10.1626/pps.11.487
– volume: 56
  start-page: 1235
  year: 2005
  ident: key 20170516083644_CIT0001
  article-title: Root penetration ability of wheat through thin wax-layers under drought and well-watered conditions
  publication-title: Australian Journal of Agricultural Research
  doi: 10.1071/AR05067
– volume: 9
  start-page: 47
  year: 2006
  ident: key 20170516083644_CIT0035
  article-title: Genotypic variation of the ability of root to penetrate hard soil layers among Japanese wheat cultivars
  publication-title: Plant Production Science
  doi: 10.1626/pps.9.47
– year: 2014
  ident: key 20170516083644_CIT0050
– volume: 4
  start-page: 355
  year: 2013
  ident: key 20170516083644_CIT0059
  article-title: Integration of root phenes for soil resource acquisition
  publication-title: Frontiers in Plant Science
– volume: 357
  start-page: 189
  year: 2012
  ident: key 20170516083644_CIT0007
  article-title: RootScan: Software for high-throughput analysis of root anatomical traits
  publication-title: Plant and Soil
  doi: 10.1007/s11104-012-1138-2
– volume: 38
  start-page: 776
  year: 1998
  ident: key 20170516083644_CIT0008
  article-title: Differential genotypic and root type penetration of compacted soil layers
  publication-title: Crop Science
  doi: 10.2135/cropsci1998.0011183X003800030026x
– volume: 35
  start-page: 684
  year: 1995
  ident: key 20170516083644_CIT0060
  article-title: Use of wax-petrolatum layers for screening rice root penetration
  publication-title: Crop Science
  doi: 10.2135/cropsci1995.0011183X003500030005x
– year: 2014
  ident: key 20170516083644_CIT0041
  article-title: Root phenes that reduce the metabolic costs of soil exploration: opportunities for 21st century agriculture
  publication-title: Plant, Cell and Environment
– volume: 30
  start-page: 580
  year: 2007
  ident: key 20170516083644_CIT0054
  article-title: Trade-off between root porosity and mechanical strength in species with different types of aerenchyma
  publication-title: Plant, Cell and Environment
  doi: 10.1111/j.1365-3040.2007.01639.x
– volume: 110
  start-page: 207
  year: 1988
  ident: key 20170516083644_CIT0002
  article-title: Effects of a compacted subsoil layer on root and shoot growth, water use and nutrient uptake of winter wheat
  publication-title: Journal of Agricultural Science
  doi: 10.1017/S0021859600081235
– volume: 45
  start-page: 25
  year: 1993
  ident: key 20170516083644_CIT0020
  article-title: Root growth of Rumex and Plantago species in compacted and waterlogged soils
  publication-title: Acta Botanica Neerlandica
– volume: 17
  start-page: 170
  year: 2003
  ident: key 20170516083644_CIT0032
  article-title: Root anchorage of saplings and cuttings of woody pioneer species in a riparian environment
  publication-title: Functional Ecology
  doi: 10.1046/j.1365-2435.2003.00709.x
– volume-title: The Nature and Properties of Soils
  year: 2008
  ident: key 20170516083644_CIT0006
– volume: 278
  start-page: 3
  year: 2005
  ident: key 20170516083644_CIT0023
  article-title: The influence of cellulose content on tensile strength in tree roots
  publication-title: Plant and Soil
– volume: 200
  start-page: 95
  year: 1998
  ident: key 20170516083644_CIT0047
  article-title: Fibrous carrot root responses to irrigation and compaction of sandy and organic soils
  publication-title: Plant and Soil
  doi: 10.1023/A:1004294330427
– year: 2015
  ident: key 20170516083644_CIT0012
  article-title: Utility of root cortical aerenchyma under water limited conditions in tropical maize (Zea mays L.)
  publication-title: Field Crops Research
– volume: 20
  start-page: 4
  year: 2006
  ident: key 20170516083644_CIT0053
  article-title: Root strength and trampling tolerance in the grass Paspalum dilatatum and the dicot Lotus glaber in flooded soil
  publication-title: Functional Ecology
  doi: 10.1111/j.1365-2435.2006.01075.x
– volume: 255
  start-page: 93
  year: 2003
  ident: key 20170516083644_CIT0016
  article-title: How do roots penetrate strong soil?
  publication-title: Plant and Soil
  doi: 10.1023/A:1026140122848
– volume: 301
  start-page: 135
  year: 2007
  ident: key 20170516083644_CIT0005
  article-title: Genotypic differences in root penetration ability of wheat through thin wax layers in contrasting water regimes and in the field
  publication-title: Plant and Soil
  doi: 10.1007/s11104-007-9428-9
– volume: 30
  start-page: 493
  year: 2003
  ident: key 20170516083644_CIT0022
  article-title: Physiological roles for aerenchyma in phosphorus-stressed roots
  publication-title: Functional Plant Biology
  doi: 10.1071/FP03046
SSID ssj0005055
Score 2.5165277
Snippet The ability of roots to penetrate hard soil is important for crop productivity but specific root phenes contributing to this ability are poorly understood....
Highlight Root bending, tensile strength, and ability to penetrate hard soil are related to anatomical phenes that are subject to selection in crop breeding...
Root bending, tensile strength, and ability to penetrate hard soil are related to anatomical phenes that are subject to selection in crop breeding programs....
SourceID pubmedcentral
proquest
pubmed
crossref
jstor
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 3151
SubjectTerms Plant Roots - anatomy & histology
Plant Roots - physiology
RESEARCH PAPER
Soil
Zea mays
Zea mays - anatomy & histology
Zea mays - physiology
Title Root anatomical phenes predict root penetration ability and biomechanical properties in maize (Zea Mays)
URI https://www.jstor.org/stable/26390144
https://www.ncbi.nlm.nih.gov/pubmed/25903914
https://www.proquest.com/docview/1684975058
https://www.proquest.com/docview/1855078841
https://pubmed.ncbi.nlm.nih.gov/PMC4449537
Volume 66
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1bb9MwFLbK4IEXxG3QDZARPDBVYYljp84joE0DypBQK1W8RL5FK2JJ1aUI9us5vqRpoaCBVEVt4sRVvi_Hx84530HoOaeSy8zISCquIkrTNJJDoyJ4rATwWYMH4QJkT7OTCX03ZdNeb74WtbRs5Et1uTWv5H9QhX2Aq82S_QdkVxeFHfAd8IUtIAzbK2H8qa5tgDjMm33Sv43XMhc271_PVDNY2MNz2BWkcQdek9srLrm8e5v268-0a_ILK65qF0DOxezS-Z6fjRh8EBbr_A9e7EaFAFk3rW1xEQOzczAly-5FQ1fIa1QL7Q1USAwarNZ6Rj8qX56qXdgPKWhhaSJhXQjVWqoA-HB-RDXewtIsjggNpj-YYF94paVasmZQ0yTo0Zrw09vu3wy_F8X68l1aIiy-JSTpBrj2pf7px-J4MhoV46Pp-Bq6TmBi4Sbhb993QUExY62-vP3jraBtnh7CtQ_9lTdcGB_Fum1-8muY7ZrfMr6NbgWo8CvPnjuoZ6q76MZrh9Q9dGYphDsKYU8hHCiELYXwGoVwoBCcovEGhXBHITyrsKMQfgEEwpZAB_fR5Pho_OYkCsU3IgWT4CYiOlV5yamhZqi5hMdOyISUOYwJQ0lIySWzKtcJ11kpM1kyLWNDtKGKCGYYS3fRTlVX5iHCZZkqITV8MkVTSXisFWNaxVKIuMxFHx2097NQQZneFkj5WvgIibSAe1_4e99Hz1Zt516PZWurXQfLqgnJ7NoepX30tMWpADtqX46JytTLiyLJOM3BfWb8L22c-h_nFDp44LHtemC5LbYAPQw3UF81sDrum0eq2ZnTc6fUBnkP967Q7z662T1oj9BOs1iax-AVN_KJI_JPIDXBQg
linkProvider Flying Publisher
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Root+anatomical+phenes+predict+root+penetration+ability+and+biomechanical+properties+in+maize+%28Zea+Mays%29&rft.jtitle=Journal+of+experimental+botany&rft.au=Chimungu%2C+Joseph+G&rft.au=Loades%2C+Kenneth+W&rft.au=Lynch%2C+Jonathan+P&rft.date=2015-06-01&rft.issn=0022-0957&rft.eissn=1460-2431&rft.volume=66&rft.issue=11&rft.spage=3151&rft.epage=3162&rft_id=info:doi/10.1093%2Fjxb%2Ferv121&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0022-0957&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0022-0957&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0022-0957&client=summon