更全的杂志信息网

Integrated physiological and molecular approaches to improvement of abiotic stress tolerance in two pulse crops of the semi-arid tropics

更新时间:2016-07-05

1.Introduction

In several developing nations of the world,pulses are the major source of dietary protein for millions of people who are vegetarians either by choice or by religion[1],and thereby play an important role in mitigating protein malnutrition.However,year-to-year fluctuations in pulse production and productivity,owing mainly to abiotic stresses,often place global nutritional security in jeopardy.At the farmer level,cereals always take the front seat in filling families'basic energy requirements.This priority relegates the cultivation of pulses to less productive or risk-prone marginal lands of the semi-arid tropics(SAT)receiving<500 mm annual rainfall.SAT regions cover as many as 55 countries in Asia and sub-Saharan Africa.Among grain legumes serving as the major source of daily protein intake for the poor in parts of sub-Saharan Africa and south Asia,chickpea(Cicer arietinum L.)and pigeonpea[Cajanus cajan(L.)Millsp.]are the most important.The major abiotic stresses affecting their production are extremes of moisture stress(sufficiency or deficiency)and temperature(high or low),salinity/alkalinity,and acidity[2].Instability in production and productivity of these two pulses greatly affects nutritional security in SAT regions.

若结合时间节点来看,中央苏区各项事业蓬勃发展的新局面,正是在两次“宁都会议”之间形成的。此间,毛泽东不计较个人得失,以自觉的历史使命感和担当意识,创造性地开展工作。全词能尽扫抑郁情绪,而洋溢着乐观、自信、豪迈的革命情怀,是因为他站在解放劳苦大众、造福工农群众的高度去看待个人际遇。词中“装点此关山,今朝更好看”一句,言在此意在彼。既描写“弹洞”装点苍翠的关山,而别有一种美丽;又诗意地表达了自己的革命情怀,即以崇高的革命理想去“装点”人民的事业。

刘蜀贝在《比较文学:语文教学应有的开放视野》一文中指出,“比较文学作为研究文学的一种理念和方法,在中学语文教学中的普及和应用,对当前的语文教学改革有着非常积极的影响”。[9]具体到教学实践,他认为:

Trait-specific indices have been used in many field crops for selecting high-yielding genotypes with tolerance/resistance to abiotic stresses.Several indices or parameters such as stress susceptibility index(SSI)[3],stress tolerance(TOL)[4],stress-tolerance index(STI)[5],and geometric mean productivity(GMP)[6]based on yield under both stress and non-stress conditions have been applied to identify better-performing cultivars.Similarly,recent advances in the development of molecular markers,marker–trait association,and marker-assisted breeding(MAB)have made it possible to realize higher genetic gain while breeding for abiotic stresses in other crops[7].To improve selection efficiency for abiotic stress tolerance(AST)of these two SAT pulse crops,it is imperative to identify and validate morphological markers,physiological processes,and indices using high-throughput controlled conditions and/or natural stress conditions for use as selection criteria in conventional and/or molecular breeding.In recent years,several reviews dealing with abiotic stresses in pulses have appeared.However,most such reviews are specific either to an individual pulse crop[8,9]or to a specific abiotic stress within the crop[10,11].Some reviews have focused on physiological approaches[12],while others have addressed the issue exclusively through molecular approaches[13].The present review is an attempt to address the issue of abiotic stresses collectively in both chickpea and pigeonpea through integration of physiological and molecular approaches.

2.Major abiotic stresses affecting chickpea and pigeonpea productivity

2.1.Chickpea

Chickpea is a cool-season pulse crop of SAT regions that serves as the major source of protein for millions of farm families.In India,chickpea is grown over 9.92 Mha,with production of 9.88 Mt and productivity of 995.3 kg ha−1[14].It is cultivated in all the five diverse agro-climatic zones of India(central,south,northwest plain,northeast plain,and north hill zones).The central(parts of Rajasthan,Madhya Pradesh,Chhattisgarh,Gujarat,and Maharashtra)and south(Andhra Pradesh,Telangana,Karnataka,and Tamil Nadu)zones account for over 80%of the total chickpea area in India.SAT regions are scattered over two thirds of the area of these two zones.The cultivation of chickpea on such marginal lands with residual moisture and limited inputs leads to poor realization of the potential yield of improved cultivars.

Globally,annual yield losses in chickpea due to abiotic stresses have been estimated at 6.4 Mt[15].In order of importance,the most common abiotic stresses affecting chickpea production are drought and high and low temperature[16].Loss of chickpea seed yield due to terminal drought ranges from 26%to 61%.This is attributed to the reduction in dry matter production and partitioning[17].Mean temperatures above 25 °C(minimum 15 °C at night and maximum 35°C during the day)lead to heat stress in chickpea,leading to 20%–70%yield reductions through flower drop and pod abortion[18].Reduction in seed size due to heat stress during the pod-filling stage has also been observed[19].Most of the cool-season pulses are highly sensitive to low-temperature stress(in north India)during the flowering and early pod formation stages.An average temperature range of 0–10 °C is considered as the threshold for cold stress in cool-season pulses including chickpea[18].Cooler temperature coupled with wetter conditions is conducive to increased incidence of Ascochyta blight and anthracnose in chickpea[20].An estimated global annual chickpea yield loss of 8%–10%has been attributed to salinity[21].Saline conditions(Punjab,Haryana,and other regions of India)adversely affect chickpea at both vegetative and reproductive phases especially during pod formation[22].Toxic effects of aluminium(Al)are obvious even at 10 μg mL−1 concentration(in acidic soils of eastern hills,parts of Jharkhand,Odisha,Chhattisgarh,and other areas)and expressed as root injury and seedling mortality in most cultivars of chickpea[23].

Internal detoxification and tissue tolerance as possible mechanisms of Al tolerance in both chickpea and pigeonpea need to be fully investigated.Moreover,these results are based on seedling(vegetative stage)screening only.Revalidation of these results at reproductive(flowering and podding)stage under both controlled and field conditions is further required.

2.2.Pigeonpea

With respect to heat stress,a high degree of pollen sterility in pigeonpea has been noticed at higher temperature(≥38 °C).Phenotyping for high-temperature tolerance based on fluorescence and imaging led to the identification of tolerant genotypes such as ‘WRP 1',‘MAL 13',‘BSMR 736',and ‘NDA 1'.Some accessions of C.scarabaeoides that flowered and set pods in the temperature range of 20–40 °C could be used as donors of heat tolerance in pigeonpea[12].

但是文献[12]方案中尚存在不足:没有考虑里层节点剩余能量小于能量阈值的情况以致网络节点存活率低;小车在各方环的充电时间仅考虑节点平均消耗能量,节点剩余能量的均衡性可以进一步增强.针对上述不足,本文提出一种射频能量捕获网络移动能量源均衡化充电策略,首先将区域划分为六边形网格,将六边形的中心点作为小车移动过程中的停留点,将传感器节点分层,给定能量源移动路径,基于机会路由提出一种分配小车充电时间的算法,满足相邻两层网络节点剩余能量方差最小以实现节点能量的最大均衡化需求.本文的主要贡献如下:

3.Screening techniques and marker traits for abiotic stress tolerance

During winter,little rainfall occurs in India.Thus,chickpea does not experience excessive moisture stress.However,changing climate is likely to alter rainfall patterns,leading to waterlogging problems in cool-season pulses as well.Among cool season pulses,chickpea is the most sensitive to WL stress[56].WL stress at any stage reduces seed yield,but chickpea suffers most ifexposed to waterlogging justafter flowering.The WL tolerance ofchickpea seems to decrease at flowering,owing to changes in the demand,supply and partitioning of photosynthate and mineral nutrients and senescence-promoting factors[57].Screening may accordingly be performed at the flowering stage to identify WL-tolerant chickpea genotypes.

3.1.Drought stress

Early flowering is often used as an index of early maturity.This trait has invariably been used to escape drought in most pulses including chickpea[29,30].Several screening techniques,both in vitro and in vivo,have been used to select genotypes for improved drought tolerance in pulses and other legumes[31,32].These techniques facilitate identification of desirable genotypes based on efficient root traits(such as length and density)that effectively use soil water[33].

Effective use of water or water use efficiency(WUE)is an important criterion for drought tolerance[34,35].It is assessed gravimetrically from the correlation between transpiration and yield in pot culture.To measure WUE in chickpea,a powerful screening technique known as carbon isotope discrimination(Δ13C)was used by Kashiwagi et al.[36].Low canopy conductance was recorded for some chickpea genotypes especially at the vegetative stage under irrigated condition at varying levels of vapor-pressure deficit(VPD)under field and controlled conditions;however,the reverse trend was observed at the pod-filling stage[37,38].Under limited-moisture conditions,osmotic adjustment(OA)plays an important role in controlling water absorption and cell turgor pressure[39],significantly affecting grain formation during the reproductive phase under limited-moisture conditions[40].Morphological markers associated with drought avoidance in chickpea include plant type(spreading or semi-spreading,erect,semi-erect),morphology(leaf area index;LAI)and leaf orientation(leaf angle),cuticular waxiness(resulting in 2%–50%reduction in transpiration),and leaf reflectance[28].To investigate the role of various agronomical and physiological markers,Kanoni et al.[41]screened a set of 24 genotypes using two sowing dates under two levels of moisture.STI and MP were rated as the best indices for identifying genotypes with drought resistance.Pouresmael et al.[42]have also confirmed STI as an important index to account for drought tolerance in chickpea.In a similar attempt to assess the correlation of various drought-related traits with DRI in a set of 21 drought-responsive genotypes,positive and negative associations of crop growth rate(CGR)and WUE with DRI,respectively,have been demonstrated[43].It is interesting to note that a chickpea genotype,‘ICC 7571',displayed marked drought tolerance in both years of the study.Moreover,partitioning coefficient(p)contributed significantly towards grain yield under drought conditions,a result further corroborated in a set of 280 chickpea accessions[44].

As pigeonpea is sown mostly after the onset of the monsoon season,WL stress indeed determines its early establishment.The identification of important traits conferring WL tolerance in pigeonpea has been facilitated by designing simple screening protocols.Given that maximum rainfall is received during July and August,seed germinability(0–8 days)and early crop establishment(15–35 days)are reduced.Accordingly,the screening methodology has been optimized and re-validated by taking into account such critical stages.Sultana et al.[58]imposed a seed-submergence treatment for eight days(192 h duration)to record germination rate(at 25± 2°C)under controlled conditions in the dark.Screening of 272 genotypes of different geographical origin at germination stage showed significant differences in WL tolerance among cultivated genotypes.Field screening at the seedling stage has been described in detail by Choudhary et al.[59].This WL-screening technique appears to serve the purpose.However,prerequisites including high temperature,high humidity and long day must be met during field experimentation[8,28].WL causes rapid senescence and drooping of the shoot tips of plants,reduced plant height,and delayed flowering in surviving plants,leading to a marked reduction in the number of pods,seeds/pod and seed yield.Seed coat thickness,aerenchymatous cells,lenticels and adventitious roots also affect WL tolerance in pigeonpea[8].A strong association of WL tolerance at seedling stage with seed yield has been observed in field trials of pigeonpea[60].

Pigeonpea germplasm has shown a wide range(0.2–1.6 MPa)of variation for OA,up to 5.0 MPa(for some accessions)in wild species.Some varieties,such as ‘Bahar', ‘BSMR 853',and ‘ICP 84031'have shown higher OA under drought[12].Besides OA,relative water content(RWC)of leaves and dehydration tolerance are important in response to drought conditions.Breeding for drought resistance should be performed under actual moisture-deficit conditions based on agronomic traits such as pods per plant,seeds per pod,seed size,and seed yield per plant[8,28].Desmukh and Mate[48],while evaluating 11 pigeonpea genotypes in a rainout shelter and seventeen genotypes in field conditions under moisture stress and irrigated conditions,observed that the drought-tolerant cultivar‘JSA 59'showed high DTE,low DSI,low membrane injury index,high dry matter accumulation,and high harvest index(HI).‘BSMR 853'(a medium-duration genotype)also showed high DTE;however,it was a poor-yielding genotype under stress conditions.The cultivar‘JSE 115'was rated good owing to high values for RWC,grain yield and HI but intermediate for DTE,membrane injury index,and percent yield reduction due to moisture stress.As most physiological parameters appear to be ratios,selection based on their desirable estimates does not always result in the identification of genotypes reproductively superior for drought stress.For this reason,physiological parameters along with high mean seed yield should be used to identify superior genotypes for limited-soil-moisture conditions.

1.3.3 患者服药后的耐受程度[3] Ⅰ度:完全可以接受,愿意接受第2次检查。Ⅱ度:饥饿感及大便次数增多,但仍可以接受。Ⅲ度:无法耐受,拒绝再次接受此类检查。Ⅰ度+Ⅱ度为患者能够接受,Ⅲ度为患者不耐受。

Drought results in enhanced production of ethylene in root tissues owing to oxidation of 1-amino-cyclopropane 1-caboxylate(ACC)oxidase,leading to substantial reductions in root nodulation and biomass production[49].It is becoming popular to use microbes as “biofertilizers”as one of the options for improving drought tolerance.Many plant growth-promoting rhizobacteria(PGPR),which survive by exopolysaccharide(EPS)production,secrete ACC deaminase,causing hydrolysis of ACC into α-ketobutyrate and ammonia and use them as carbon and nitrogen sources,respectively[50].Inoculation of ACC deaminase-producing Bacillus subtilis and Pseudomonas stutzeri along with M.ciceri significantly reduced ethylene production and improves plant growth in chickpea under drought conditions[51].The structural gene for ACC deaminase(acd S)has been detected in several rhizobia including Sinorhizobium sp.BL3 and M.loti[52].Similarly,arbuscular mycorrhizal(AM)fungi have been reported to increase WUE of pea by 11%–24% under limited-moisture conditions[53].AM fungi,through their extended root system composed of ramifying hyphae,exploit a large area to harvest moisture from deeper layers of the soil[12].Such enhancement in WUE by AM fungi could also be possible in chickpea and pigeonpea.

3.2.Waterlogging stress

Waterlogging tolerance involves metabolic adaptations and varies with species,plant,and tissue.It includes maintenance of a low adenylate energy charge(AEC)and reduced metabolic activity under anoxia.Aerenchyma formation creates an internal gas-exchange channel for air from the aerobic shoot to the hypoxic root and facilitates the counter flow of volatile compounds accumulated in the anaerobic soil and plant tissue.Laan et al.[54]revealed that internal aeration could support 50%of respiration under hypoxic conditions.Thus,aerenchyma formation is an important adaptive mechanism for enhancing survival[55]and sustaining basic cell functions and structures in plants subject to waterlogging.

Cool season pulses perform optimally in the temperature range of 15–35 °C[61].Daytime air temperature beyond 35 °C during the reproductive phase brings about substantial reduction in anthesis and pod setting,leading to complete failure of these events if temperatures exceed 40°C in most cool-season pulses including chickpea[62].In the NEP and NWP of India,high-temperature stress during the pod formation and grain-filling periods especially in late-sown chickpea(grown after harvest of rice)leads to>50%yield loss[18].Heat stress induces chlorophyll degradation,which in turn probably reduces the photosynthetic capacity of cool-season crop plants.Moreover,impaired transport of photosynthate (starch mobilization)from green foliage(source)to anther tissues(sink)leads to high pollen mortality,thereby decreasing grain yield[63].Early-flowering genotypes[29]that also mature early[64]have often been selected to mitigate heat stress in chickpea.Screening techniques to discriminate between tolerant and sensitive genotypes based on pollen viability,photosynthetic ability,membrane injury and LAI have been reported from the Indian Institute of Pulses Research(IIPR),Kanpur[65].With increasing temperature(beyond 35°C),significant variation in these parameters was observed among 50 genotypes.The genotype‘ICCV 92944'showed least deviation in LAI;pollen grains were viable and thus deeply stained at>40°C.Among the above-noted parameters,pollen viability in chickpea has been identified as a key trait in heat stress.Under cold stress,foliage growth of chickpea is arrested in a low-temperature range of 6–15 °C[12].A genotype surviving and reproducing at this temperature range may be selected as a potential donor of cold tolerance in chickpea.

Screening of core and mini-core germplasm sets has revealed significant genotypic variation for most of the abiotic stresses in both chickpea and pigeonpea.Intensive and precise germplasm screening and use of tolerant lines in breeding programs has been a primary approach to delivering agronomically superior cultivars that are resistant or tolerant to various abiotic stresses.Screening techniques to differentiate tolerant from sensitive genotypes for major abiotic stresses affecting chickpea and pigeonpea production have been developed,and morphological markers,physiological processes,and mechanisms are described below.

Biochemical analysis has confirmed the role of several enzymes that play important roles in identifying drought tolerant/sensitive genotypes.Antioxidant enzyme activity analysis revealed that Mesorhizobium ciceri strains produced ascorbate peroxidase and peroxidase enzymes in root nodules,leading to improved drought tolerance in chickpea[45].Similarly,Mafakheri[46]while assessing effects of drought at different growth stages(vegetative and anthesis)observed that tolerant genotypes synthesized more carbohydrate,catalase(CAT),and peroxidase(POX),revealing the importance of CAT and POX in drought tolerance.In another experiment,Ulemale et al.[47]reported that three chickpea genotypes,‘Phule G 09103',‘Phule G 2008-74',and ‘Digvijay'were drought-tolerant as indicated by reduction in membrane injury and drought susceptibility indices and high drought-tolerance efficiency(DTE),chlorophyll content,and proline content.

3.3.Extreme temperature stresses

有研究显示,联合用药治疗抑郁症的疗效优于单一用药[1],本研究收治老年抑郁症患者60例,分别采用氢溴酸西酞普兰联合奥氮平方案和氢溴酸西酞普兰单用方案,观察疗效和不良反应情况,现报告如下。

2)消除设计不足造成的质量问题。对有问题的质量工程应通过设计方案的改进来治理。要力促设计人员与施工人员做好技术交底和会审,对交底中反映出的质量问题要逐一加以研究解决。如果设计方案细致周到,即使工程造价难以降低,也可以有效的减少工程质量问题,从而减少建设后的维护费用。

Pigeonpea,being a warm-season pulse,is sensitive to chilling(<15°C)and frost injury.At freezing temperatures,photosynthesis is completely inhibited owing to low temperature,moisture stress,internal injury,and production of reactive oxygen species(ROS)[27].Genotypes surviving at temperature as low as 0°C having normal morphology have been screened to serve as sources of cold tolerance in pigeonpea[66].However,before their use as the source of low temperature tolerance,it needs to be confirmed whether survival advantage in these genotypes also aids their reproductive capacity.The reproductive capacity of most genotypes is reduced if the minimum temperature falls below 10°C[28].The growth and development of flower buds,the enlargement of filaments,and the process of anthesis are impaired at low temperature[67].Low temperature precludes pollen dehiscence,resulting in an absence of pod formation in some sensitive pigeonpea genotypes such as ‘IPA 209'and ‘IPA 06-1'[68].The initiation and development of floral buds,number of blossomed flowers[67]and pod setting at low temperature[69]can be used as marker traits to discriminate between sensitive and tolerant genotypes of pigeonpea.Wild accessions(C.cajanifolius,C.scarabaeoides,etc.)of pigeonpea may be investigated to screen tolerant wild accessions for their exploitation in breeding for cold tolerance.

Pigeonpea is a warm-season perennial that is cultivated as a rainy-season annual in SAT regions of the world.More than a billion people depend on pigeonpea as their main source of protein[24].The estimated globally-sown pigeonpea area exceeds 7.03 Mha,with a production of 4.89 Mt and productivity of 695 kg ha−1[14].The crop is welladapted to rainfed areas of India(5.60 Mha),Myanmar(0.60 Mha),Kenya(0.28 Mha),and Tanzania(0.25 Mha).Varieties belonging to four distinct maturity groups(extra early,early,medium,and long-duration)are cultivated in India[25].This crop is grown in all five zones under production constraints similar to those of chickpea.As a rainy-season crop,pigeonpea encounters waterlogging(WL)and/or partial submergence,impairing crop establishment and maintenance of proper plant density[8].The problem of excess moisture is more pronounced in the NEP(central and eastern Uttar Pradesh,Bihar,Jharkhand,and West Bengal);however,WL is also endemic in some parts ofthe central zone(Yavtmaland adjoining areas of Maharashtra,Jabalpur in Madhya Pradesh,Surat,and Navsari in Gujarat).Although considered a drought-tolerant crop owing to its deep and extensive root system,pigeonpea may experience early,intermittent,and/or terminal drought stress[26],resulting in substantial yield losses.Chilling stress(<15°C)is common in tropical crop species such as pigeonpea[27].In NEP and some parts of the northwest plains(NWP)where traditionally long-duration pigeonpea (200–300 days) is cultivated,low-temperature stress(<10°C)during the early flowering phase leads to flower and pod drop,causing a second flush of flowering leading to delayed maturity and significant yield losses[28].

3.4.Salinity/alkalinity stress

Soil salinity/alkalinity is a constantly increasing constraint on pulse production in many parts of the world including India.In India,NWP(western Uttar Pradesh,Punjab,Haryana,northern Rajasthan,and Delhi),central zone(Gujarat,central and western Rajasthan,Maharashtra and MP)and NEP(west Bengal,central and eastern Uttar Pradesh,Bihar and eastern Odisha)account for over 95%of the total saline/alkaline area(7.0 Mha).Salinity in field soils as low as 3 dS m−1 is the threshold point for reduction in shoot growth and yield of chickpea[70].In chickpea,germination is relatively insensitive to salinity,and sensitivity increases from the vegetative to the reproductive phase [28].A concentration of 40 mmol L−1 NaCl has been observed to be the optimum level of salinity(NaCl)for distinguishing tolerant from sensitive genotypes of chickpea.Excellent recovery with substantial new shoot growth was noticed when salinity was reduced[22].This recovery is observed in most pulses,including pigeonpea,as pulses have a non-determinate(NDT)growth habit.Tissue ion regulation is a primary physiological mechanism of salt tolerance in plants,but whether Na+or Cl ‘exclusion'confers salinity tolerance in chickpea is not clear[28].The reproductive phase appeared to be salinity-sensitive owing to toxic accumulation of Na+and Clin flowers and stigmatic surface,reducing pollen tube growth[22].However,Vadez et al.[71]reported no association between final yield and Na(%dry mass)in shoots at the vegetative stage.It thus appears that a combination of mechanisms,ion exclusion and tissue tolerance of excessive ions,is operating to confer salinity tolerance in chickpea[28].Salinity leads to leaf necrosis due to the destruction of chlorophyll in leaf cells resulting from toxic accumulation of Na+and/or Cl.It has accordingly been suggested to use visual scores of necrosis as an index of salinity tolerance in chickpea.As salinity also leads to physiological drought,chickpea plants are unable to extract much water from saline soil.The role of OA in salinity tolerance was found inconclusive,calling for further study.Salinity was observed to cause reductions in the number of pods per plant,seeds per pod,and seed size;however,seed size appeared to be relatively little affected[21].The relative insensitivity of seed size could be exploited to develop salt-resistant cultivars in the market-preferred seed size category[71].According to Flowers et al.[21],genotypic performance was not consistent across seedling and maturity stages under saline condition,requiring selection for salinity tolerance across the life cycle.Differential expression of salinity resistance at various stages also provides an opportunity to combine in a single genotype the stage-specific resistance from contrasting parents to produce a salinity-tolerant improved cultivar of chickpea.

例如:在进行小学语文的教学过程中,教师对于全班的学生都要做到一视同仁,这也是尊重学生的表现。比如,在进行一个语文考核之后,成绩公布的时候,老师对于成绩较好的学生要说:“表现得很棒”,对于成绩稍微不太理想的学生要说:“不错,有进步,继续加油”。这样的鼓励式教学可以激励学生进行学生,同时也做到了尊重学生。又或者老师将成绩稍差的学生叫到办公室进行辅导,让全班的每一位学生都可以被顾及到。这些都是尊重学生的表现,也是加强师德建设的有效途径。

Pigeonpea is more sensitive than chickpea to salinity and the threshold is even lower(<1.3 dS m−1)[72].Salinity response varies with maturity group;damaging effects are more pronounced in early than in the late-maturing genotypes[73].According to Subarao et al.[74],salinity tolerance during germination shows no correlation with tolerance at later growth stages.However,there was some association of survival per cent with seed yield under salinity.Salinity tolerance in cultivated pigeonpea is perhaps facilitated by low accumulation of Na in roots and translocation of high content of K to shoots.Wild relatives of pigeonpea from secondary and tertiary gene pools(C.scarabaeoides,C.albicans,and C.platycarpus)respond differentially to salinity.Physiological processes conferring salinity tolerance in these wild relatives involve root retention of Na and Cl and their limited translocation to shoots,high potassium in shoots,and maintenance of optimum rates of transpiration under salinity.Srivastava et al.[75]reported that screening for salinity in pigeonpea could be accomplished by NaCl treatment of 1.01 g kg−1 in an alfisol.They further observed that both cultivated and wild accessions varied widely for salinity susceptibility index(SSI)and relative reduction percent(RR%).Salinity tolerance appeared to be positively correlated with low K accumulation in shoots of the cultivated types.Accessions of wild species such as C.scarabaeoides,C.sericeus,and C.platycarpus offered valuable sources for salinity tolerance.

In summary,both chickpea and pigeonpea are sensitive to salinity stress.However,genotypic differences for salinity provide opportunity for selecting tolerant genotypes.The level of salt concentration optimal for discriminating sensitive and tolerant genotypes varies between these two species.Because there is no association of salinity tolerance between growth stages,screening needs to be performed from the vegetative to the reproductive stages.Ion exclusion(from root),tissue tolerance of toxic ions,and perhaps internal detoxification may be simultaneously operating to mitigate the effects of salinity stress.

3.5.Al toxicity

Acidic soils occupy large areas of the world.Such soils are characterized by poor productivity and low fertility due mainly to a combination of aluminium(Al)and manganese(Mn)toxicities coupled with nutrient(P,Ca,Mg,and K)deficiencies.However,the primary growth-limiting factor in acidic soils is Al toxicity[76].In India,of 49 Mha of land affected by soil acidity,24 Mha have pH below 5.5[77].Soil acidity as a production constraint is encountered in all states of India except Gujarat,Rajasthan,Punjab,and Haryana.According to Choudhary et al.[59],both cool-and warm-season pulses are sensitive to Al toxicity.Only limited screening for Al toxicity in chickpea and pigeonpea has been reported.Even published reports are limited to seedling screening.

Hematoxylin staining and root regrowth assessment at 20 μg mL−1 Al concentration have been reported to produce consistent results for discriminating tolerant and sensitive genotypes of chickpea[78].In pigeonpea,30 μg mL−1 Al concentration has been found to be the optimum level for Al screening.Hematoxylin staining was rated as the best method owing to operational simplicity,short test period,and accuracy and precision of Al tolerance scores[79].Al toxicity appeared to restrict root growth and caused root injury.Roots of plants were significantly shortened,and normal branching was absent at higher Al concentrations(30 μg mL−1 and 50 μg mL−1)than the control(0 μg mL−1)in all genotypes[80].Tolerant genotypes retained normal physiological function at toxic Al levels owing to better nutrient uptake efficiency and distribution within plants[81].According to Choudhary et al.[79,80],root exclusion of Al was the probable mechanism of Al tolerance in pigeonpea(Table 1).Biochemical analysis has revealed that Al-induced excretion of the organic acid citrate from roots is one of the mechanisms of Al tolerance in pigeonpea[82].Similar mechanisms may hold for Al tolerance in chickpea.

总而言之,在新的发展阶段,通过对网络资源管理系统的有效利用,有助于有线电视的网络化发展,实现其服务水平的提升,是实现管理创新的重要举措。在系统建设的过程中,需要分析其中存在的各种问题,不断总结经验,提高网络系统建设的综合效果,为有线电视网络资源管理系统的健康发展提供可靠的参考依据,从而不断提升网络资源管理的使用效果,实现公司的经济效益和社会价值。

4.Sources and genetics of abiotic stress tolerance

Remarkable efforts have been made to identify donors for and decipher the inheritance and genetics of resistance/tolerance to various abiotic stresses in chickpea and pigeonpea.Drought dehydration-responsive cellular adaptation(DDRCA)in certain genotypes(ICC 4958,Annigeri,and ICCV 10)of chickpea is due to early flowering[37,38].Early flowering with quick canopy growth enabled the chickpea genotype‘ICCV 92944'to perform well under late-sown conditions and escape heat stress(≥35 °C).Several chickpea genotypes(e.g.ICC 1052 and ICC 8522)avoiding heat stress by virtue of high LAI have also been reported[28].In pigeonpea,initial WL evaluations allowed identification of the tolerant genotype‘ICPL 84023'[83].Other WL-tolerant hybrids/genotype of pigeonpea includes ICPH 2671,ICPH 2740,ICPH 3762,and ICPR 2671[28,84].Details of donors are presented in Table 2.

Singh and Raje[23]have shown that Al tolerance is a dominant monogenic trait in chickpea;however,it is oligogenic in pigeonpea[85].Similarly,pollen dehiscence[68]and pod setting under low temperature[69],WL tolerance[83]and salinity tolerance[86]have been reported as dominant monogenic traits in pigeonpea.In chickpea,root traits(length and density),drought tolerance score,canopy temperature differential,and seed size have been reported to be quantitative traits,and are controlled by several QTL[87,88].Details of the gene action associated with abiotic stresses are presented in Table 3.

5.Genomic resources

Polymerase chain reaction(PCR)-based simple sequence repeats(SSR)and single-nucleotide polymorphism(SNP)markers have frequently been used for their ease in genotyping of large segregating populations in a cost-effective manner with high reproducibility.In chickpea,>44,000 ESTs and 2000 genomic SSR markers have been reported[108].Gaur et al.[109]reported nearly 800 SSR markers;however,the frequency of polymorphic markers was quite low(30%)as compared to that in other genera[110,111].International Crops Research Institute for the Semi-Arid Tropics(ICRISAT),in association with University of Frankfurt(Germany)and University of California(Davis,USA),has developed 311 SSR markers from SSR-enriched libraries and 1344 SSRmarkers from BAC-end sequence in chickpea using mining approaches[111].A 738-Mbp draft whole genome shotgun sequence of a kabuli chickpea variety‘CDCFrontier'comprising 28,269 genes,severalunigenes,SSRs,and SNPs(Table 4)has been reported[112].A comprehensive genetic map of chickpea was developed by several researchers using RIL populations of ICC 4958×PI 489777[109–111].Although saturated linkage maps are available,mapping and tagging ofbiotic and abiotic stress-tolerance lociwith tightly linked markers are still lacking.There are reports of many EST-based sequences that are tissue-and developmental stage-specific[113].In addition,transcriptomic and proteomic studies have resulted in the identification of various stress-responsive ESTs and genes[114].Garg et al.[115]reported dynamic transcriptionalresponses ofchickpea tissues to various abiotic stresses and identified 11,640 chickpea transcripts.Differential expression analysis of these transcripts revealed response to at least one of three(limited moisture,salinity and chilling)abiotic stresses.The details of other genomic resources[116–121]are presented in Table 4.

Twenty unique ESTs identified from the cDNA libraries of droughtstressed plants have been reported in pigeonpea.Ectopic expression of C.cajan hybrid proline rich protein(CcHyPRP),C.cajan cyclophilin(CcCYP)and C.cajan chilling and drought regulatory(CcCDR)genes in Arabidopsis has been associated with distinct tolerance and increased plant biomass and photosynthetic rates under PEG/NaCl/cold/heat stress conditions[28,122].The first draft of the genome sequence of‘Asha'(a popular pigeonpea variety of the medium-maturity group in India)has revealed a high-quality genome sequence of 510,809,477 bp with 47,004 protein coding genes and 152 genes associated with abiotic stress tolerance[123].The genome sequence,reported by Varshney et al.[124],represented 72.7%of the total genome(833.07 Mbp)of the same pigeonpea variety‘Asha'with the prediction of 48,680 genes.It also showed the potential role thatdrought tolerance-related genes have played throughout the domestication of pigeonpea and its evolution from ancestors.The study further revealed a total of 309,052 possible SSRs,and 23,410 SSR primer pairs that could be converted into genetic markers were designed successfully.Dubey et al.[125]identified 28,104 novelSNPs across 12 genotypes(six mapping populations).These SNPs could be used for molecular characterization and improvement of pigeonpea[108].Kumar et al.[126]also reported 157 differential ESTs generated under PEG-induced water deficit in pigeonpea roots,leading to identification of 95 unigenes comprising 36 contigs and 59 singlets.Two other similar reports are also available[127–128].These candidate genes need to be exploited for Engineering pigeonpea to enhance tolerance to various abiotic stresses.

Table 1–Marker traits and physiological mechanisms conferring abiotic stress tolerance in chickpea and pigeonpea.

DDRCA,drought dehydration responsive cellular adaptation;RWC,relative water content;DTE,drought tolerance efficiency;HI,harvest index;OA,osmotic adjustment;LAI,leaf area index;RR%,percent relative reduction;SSI,salinity susceptibility index.

?

Table 2–Donors/genotypes for abiotic stress tolerance in chickpea and pigeonpea.

DSI,drought susceptibility index;STI,stress tolerance index;RWC,relative water content;HI,harvest index;MSI,membrane stability index;HTI,heat tolerance index;SSI,salinity susceptibility index.

?

Table 3–Inheritance of abiotic stress tolerance in chickpea and pigeonpea.

QTL,quantitative trait locus.

?

6.Status of breeding for abiotic stresses

6.1.Conventional breeding

The mechanism of“escape”has been widely used to mitigate the effects of terminal drought and heat stresses in breeding for earliness in both chickpea and pigeonpea.Genotypes/donors capable of escaping these abiotic stresses are available(Table 2)for use in breeding programs.For mitigating actual drought stress,only avoidance traits such as high root biomass(length and density),plant type(spreading),leaf traits(LAI),and presence of cuticular wax on leaves have been used in conventional breeding.However,only a few varieties in these two pulse crops tolerate low tissue water potential.Despite the fact that WL stress causes high(10%–65%)mortality in chickpea at flowering stage[9],no appreciable WL tolerance has been reported in chickpea.In pigeonpea,a few WL-tolerant donors/lines and hybrids have been screened in medium-and long-duration pigeonpea.However,no progress has been reported in early pigeonpea,which suffers the most from WL stress.Even attempts to escape WL stress through breeding “super-early”types[129]have shown little success owing to high yield penalties associated with earliness.Several chickpea cultivars including‘JG 14'withstand terminal heat stress up to 35°C.Although some genotypes capable of surviving and bearing fertile pollen above this limit have been identified,pod development and seed setting has always been very poor owing to the complex physiological mechanisms of fertilization and seed development.Pigeonpea cultivars(Bahar,IPA 203)producing flowers and setting podsat average temperatures as low as 11 °C(Tmin 5 °C–Tmax17 °C)have been identified.However,genotypes setting pods at even lower temperatures(Tmin 2 °C–Tmax 15 °C)are needed to overcome the problem of second flush in the northeast plains of India.For salinity tolerance,only limited attempts have been made to breed cultivars in both chickpea and pigeonpea.Even salinity-tolerant cultivars of chickpea(e.g.,CSG 8962)have never occupied high acreage in problem areas,owing to their low realized yield.A similar situation holds for Al toxicity.

Table 4–Genomic resources in chickpea and pigeonpea.

–,not reported.

?

6.2.Pre-breeding

The absence of high degrees of resistance or tolerance in the cultivated gene pool is the major constraint on improvement of abiotic stress tolerance in both chickpea and pigeonpea.In recent years,pre-breeding has evolved as a cost-effective tool for introgression of useful genes from wild species having potential to withstand climatic extremes.Wild relatives of chickpea[130–134]and pigeonpea[12,75,86,135–136]have been reported to harbor useful genes for abiotic stresses(Table 5)and other agronomically desirable attributes such as early flowering and photoperiod insensitivity.Considerable variation has been observed in segregating BC2F2 populations derived from two advanced-backcross populations in Desi-ICC 4958×C.reticulatum(accession ICC 17264)and ICC 4958×C.echinospermum(accession IG 69978)and Kabuli-ICCV 95311×C.reticulatum (accession IG 72933)and ICCV 95311×C.echinospermum(accession ICC 20192)chickpea.Selection led to identification of introgression lines(ILs)with early flowering (26 days)and other desirable attributes.In pigeonpea also,significant variation for agronomically important traits such as days to flowering and growth habit as well as pod and seed traits has been reported in pre-breeding populations derived from C.cajanifolius(ICPW 29)and C.acutifolius(ICPW 12),respectively[137].

6.3.Molecular breeding

Although marker-assisted backcrossing(MABC)has been widely used for introgression of resistance to biotic stresses into chickpea and other grain legumes,reports of the application of MABC for improving abiotic stress resistance/tolerance in chickpea are few.Under the Tropical Legume-I initiative of the CGIAR Generation Challenge Program financed by the Bill&Melinda Gates Foundation,two major MABC projects are continuing in chickpea for drought tolerance at ICRISAT and its partner organizations[138].Drought-tolerant progenies(BC3F3:4)in the genetic background of‘JG 11'(a popular Indian chickpea cultivar)have been developed by the transfer of a genomic region,a“QTL hotspot”from the donor ‘ICC 4958'that carries several QTL for drought tolerance.Initiatives have also been undertaken to use marker-assisted recurrent selection(MARS)in chickpea to develop and identify drought-tolerant lines having favorable alleles using ICCV 04112×ICCV 93954 and ICCV 05107×ICCV 94954[73].In pigeonpea,a few candidate genes such as CcHyPRP,CcCYP,and CcCDR genes that control drought,salinity and cold have been characterized and validated(Table 6).Recently,the Al-responsive CcSTOP1 and CcMATE1 genes have been characterized[82];this will contribute to pigeonpea breeding for tolerance to soil acidity.

Table 5–Wild species as sources of abiotic stress tolerance in chickpea and pigeonpea.

c Confirmed source.p Potential source.

Crop Wild species Source of abiotic stress tolerance Reference Chickpea C.reticulatum Droughtc,heatc Canci and Toker[30]Cold c Singh et al.[130],Toker[131],Berger et al.[132]Salinity c Maliro et al.[133]C.echinospermum Cold c Singh et al.[130],Toker[131],Berger et al.[132]C.bijugum Cold c Toker[131]Cold c,p Berger et al.[132]C.judaicum Cold c Berger et al.[132]Earliness c(drought escape) Robertson et al.[134]C.pinnatifidum Droughtc,heatc Canci and Toker[30]Pigeonpea C.cajanifolius Heatp Khoury et al.[136]C.scarabaeoides Heatc,droughtc Basu et al.[12]Heatp Khoury et al.[136]Salinity c Srivastava et al.[75]C.sericeus Salinity c Srivastava et al.[75]Waterlogging p,droughtp Khoury et al.[136]C.acutifolius Heatp,droughtp Khoury et al.[136]C.albicans Salinity c Subbarao et al.[86]C.lineatus Waterlogging p,droughtp Khoury et al.[136]C.platycarpus Salinity c Srivastava et al.[75]Heatp,coldp Khoury et al.[136]C.mollis Cold p Khoury et al.[136]

Table 6–Genes/QTL identified for abiotic stress tolerance in chickpea and pigeonpea.

QTL,quantitative trait loci;Efl,early flowering;ppd.,photoperiod dependent;ASR,abscisic acid stress and ripening;DHN,dehydrin;DREB,dehydration responsive element binding protein;MATE,multidrug and toxic compound exclusion;CYP,cyclophilin;CDR,chilling and drought regulatory genes.

Crop Genes/QTL Type of abiotic stress Reference Chickpea QTL hot spot Drought tolerance Varshney et al.[88]QTL/Efl-1 locus Drought escape(flowering time) Cho et al.[139]QTL/ppd Drought escape(flowering time) Lichtengveig et al.[140]ASR,DHN,and DREB Drought and heat tolerance(100 seed weight,δ13C,plant height,root dry weight,pods/plant and yield under stress condition)Thudi et al.[141]Pigeonpea CcMATE1 Al tolerance Daspute et al.[82]CcCYP Drought,salinity and cold Priyanka et al.[122]CcCDR Drought,salinity and cold Pazhamala et al.[142]

7.Breeding strategies

In breeding for abiotic stress,we are ultimately concerned with crop yield,a measure of reproductive capacity.Accordingly,selection should be based on yield and sometimes on its component traits[21].Considering spatial and temporal variation under field condition,genotypic screening for abiotic stresses should be performed under controlled conditions[28].As the final outcome is a consequence of interaction among several variables,final assessment of genotypes for such abiotic stresses must be based on yield under actual field conditions,and selection for high-yielding genotypes must ultimately be practiced[59].For highly heritable traits(Al tolerance in chickpea and pigeonpea,pollen dehiscence and pod setting under low temperature and WL tolerance in pigeonpea),simple backcross breeding can be used to effect improvement for such stresses.

采用SPSS18.0统计软件系统分析相关数据;两组患儿治疗2个月一般诊疗数据变化情况其中计量资料用(±s)表示,并用t检验;两组患儿并发症发生情况其计数资料用(n,%)表示,并用X2检验;P<0.05表示有统计学意义。

Use of wild species,especially from secondary and tertiary genepools,for improvement of abiotic stress tolerance in both chickpea and pigeonpea is hindered by cross-incompatibility barriers,F1 sterility,linkage drag,and different phenologies of wild and cultivated species[143].Some of these hindrances can be overcome through exploitation of special techniques such as application of growth hormones followed by ovule culture and embryo rescue[144].For transfer of superior alleles from wild species(e.g.salinity tolerance in C.albicans),an advanced backcross QTL(AB-QTL)approach[145]may be used,as it facilitates efficient tracking of desired and non-desired alleles in breeding lines[28].Marker-assisted backcrossing(MABC)using trait-linked markers may also be used to develop superior lines or cultivars once a major gene or QTL is identified and validated in the donor,as it will facilitate retaining the whole genome of the recurrent parent[146].Nevertheless,root traits,drought tolerance score,canopy temperature differential,and seed size in chickpea are governed by many QTL[88].The same holds for yield and yield-contributing characters(e.g.seed number and seed weight).These traits merit due attention in the final selection of genotypes for abiotic stress tolerance[28].Under such a situation,MARS,which involves intercrossing among selected individuals in each cycle of selection,may be used to avoid the limitations of MABC[147].

Abiotic stress tolerance shows mostly quantitative inheritance,high G×E interaction,and low heritability[59].For this reason,the generation,handling,evaluation,genotyping and phenotyping of breeding materials deserve special consideration. For generation of breeding materials,trait-specific parents based on defined objective may be intercrossed following suitable mating designs to develop multi-parent advanced generation intercross(MAGIC)populations accompanied by high-throughput genotyping of generated MAGIC lines[148].Recent advances in chickpea and pigeonpea genomics[112–124]may be used for mapping,identification,and validation of candidate genes and marker–trait association.

8.Conclusion and way forward

It appears that thus far only highly heritable traits have been used by breeders for developing genotypes tolerant to abiotic stresses in both chickpea and pigeonpea.Unfortunately,most physiological parameters and mechanisms and agronomic traits conferring resistance/tolerance to abiotic stresses are controlled by several QTL that show low heritability and high G×E interaction.Conventional breeders perhaps deliberately ignore targeting such traits because of poor reproducibility of such traits in segregating generations,their limited understanding of physiological parameters and mechanisms and of genome-assisted breeding(GAB)and/or scanty infrastructure at their disposal.The literature abounds in information on abiotic stresses in both chickpea and pigeonpea;however,instances of their use for developing highly tolerant genotypes combining all the desirable attributes for the stress in question are few.

醒过来的时候,我还想,假如睁开眼睛看到的是他,我就改变主意,一心随他。可是我知道那是不可能的,他离不开他的一切,他的家庭和事业。谢谢你陪我。

Integration of validated methods of screening and novel tools in breeding programs is needed to improve efficiency and effectiveness of selection so that higher genetic gains can be achieved rapidly.Stress-breeding programs should have access to controlled-environment facilities(greenhouses and growth chambers)for rapid generation advance of breeding materials and phenotyping platforms for high-throughput screening of genetic materials and use of electronic field books and data-management systems for increasing efficiency.There has been rapid progress in the development of low-cost genotyping platforms and genomic resources in recent years.Integrated breeding involving multidisciplinary(genetics,physiology,and biotechnology)approaches needs to be used for higher precision and efficiency of breeding programs.Screening and selection must focus on reproductive traits.Physiological parameters such as root traits,transpiration efficiency,dehydration tolerance,membrane stability index,and pollen viability should be given due attention in conjunction with yield while the issues of drought and heat stresses are addressed.Survival,anthesis,pollen dehiscence,and pod and seed setting under low temperature should form the selection criteria for cold tolerance.For salinity and acidity,root exclusion and limited shoot translocation of toxic materials along with yield should be considered.

Breeding for durable resistance to abiotic stresses is a major issue for plant breeders,and pyramiding such genes in an adapted variety is a better option.Introgression and gene pyramiding of promising alleles and QTL in pulses for biotic stress are well documented;however,such examples for abiotic stress in pulses are scant.Efforts towards pyramiding multiple QTL conferring tolerance to a single abiotic stress or a combination of abiotic stresses in a single cultivar need to be accelerated.Recent advances in genomics and physiological researches have potential to make it a reality.Poor farmers in the SAT regions would benefit from planting such tolerant varieties and would reap the benefit in increased yield and quality.This genetic management approach would be easy for farmers to implement because it would mean replacing their old varieties with new ones.

R E F E R E N C E S

[1]A.K.Choudhary,S.Kumar,B.S.Patil,J.S.Bhat,M.Sharma,S.Kemal,T.P.Ontagodi,S.Datta,P.Patil,S.K.Chaturvedi,R.Sultana,V.S.Hegde,S.Choudhary,P.Y.Kamannavar,A.G.Vijayakumar,Narrowing yield gaps through genetic improvement for Fusarium wilt resistance in three pulse crops of the semi-arid tropics,SABRAO J.Breed.Genet.45(2013)341–370.

[2]S.S.Araujo,S.Beebe,M.Crespi,B.Delbreil,E.M.González,V.Gruber,I.Lejeune-Henaut,W.Link,M.J.Monteros,E.Prats,I.Rao,V.I.Vadez,M.C.Vaz Patto,Abiotic stress responses in legumes:strategies used to cope with environmental challenges,Crit.Rev.Plant Sci.34(2015)237–280.

[3]R.A.Fischer,R.Maurer,Drought resistance in spring wheat cultivar,I.Grain yield responses,Aust.J.Agric.Res.29(1978)897–912.

[4]A.A.Rosielle,J.Hamblin,Theoretical aspects of selection for yield in stress and non-stress environment,Crop Sci.21(1981)943–946.

[5]G.C.J.Fernandez,Effective selection criteria for assessing plant stress tolerance,in:C.G.Kuo(Ed.),Adaptation of Food Crops to Temperature and Water Stress,Asian Vegetable Research and Development Center,Taiwan,China 1992,pp.257–270.

[6]Esmaeilpour Ali,M.V.Labeke,R.Samson,S.Ghaffaripour,P.V.Damme,Comparison of biomass production-based drought tolerance indices of pistachio(Pistacia vera L.)seedlings in drought stress conditions,Int.J.Agron.Agric.Res.7(2015)36–44.

[7]P.K.Gupta,R.R.Mir,A.Mohan,J.Kumar,Wheat genomics:present status and future prospects,Int.J.Plant Genomics 896451(2008).

[8]A.K.Choudhary,R.Sultana,A.Pratap,N.Nadarajan,U.C.Jha,Breeding for abiotic stresses in pigeonpea,J.Food Legumes 24(2011)165–174.

[9]U.C.Jha,S.K.Chaturvedi,A.Bohra,P.S.Basu,M.S.Khan,D.Barh,Abiotic stresses,constraints and improvement strategies in chickpea,Plant Breed.133(2014)163–178.

[10]V.Devasirvatham,D.K.Y.Tan,P.M.Gaur,T.N.Raju,R.M.Trethowan,High temperature tolerance in chickpea and its implications for plant improvement,Crop Pasture Sci.63(2012)419–428.

[11]M.A.Maqbool,M.Aslam,H.Ali,Breeding for improved drought tolerance in chickpea,Plant Breed.136(2017)300–318.

[12]P.S.Basu,U.Singh,A.Kumar,C.S.Praharaj,R.K.Shivran,Climate change and its mitigation strategies in pulses production,Indian J.Agron.61(2016)S71–S82.

[13]J.Kumar,A.K.Choudhary,R.Solanki,A.Pratap,Towards marker-assisted selection in pulses-a review,Plant Breed.130(2011)297–313.

[14]FAOSTAT,http://www.fao.org/faostat/en/#data/QC 2014,Accessed date:21 April 2017.

[15]J.Ryan,A global perspective on pigeon pea and chickpea sustainable production systems:present status and future potential,in:A.Asthana,M.Ali(Eds.),Recent Advances in Pulses Research,Indian Society of Pulses Research and Development,Kanpur,India,1997.

[16]J.S.Croser,H.J.Clarke,K.H.M.Siddique,T.N.Khan,Low-temperature stress:implications for chickpea(Cicer arietinum L.)improvement,Crit.Rev.Plant Sci.22(2003)185–219.

[17]L.Krishnamurthy,J.Kashiwagi,P.M.Gaur,H.D.Upadhyaya,V.Vadez,Sources of tolerance to terminal drought in the chickpea(Cicer arietinum L.)minicore germplasm,Field Crops Res.119(2010)322–330.

[18]K.Kumar,S.Solanki,S.N.Singh,M.A.Khan,Abiotic Constraints of Pulse Production in India,in:S.K.Biswas,S.Kumar,G.Chand(Eds.),Diseases of Pulse Crops and Their Sustainable Management,Biotech Books,New Delhi,India 2016,pp.23–39.

[19]J.Wang,Y.T.Gan,F.Clarke,C.L.McDonald,Response of chickpea yield to high temperature stress during reproductive development,Crop Sci.46(2006)2171–2178.

[20]M.Pande,M.Sharma,Climate change:potential impact on chickpea and pigeonpea diseases in the rainfed semi-arid tropics(SAT),Proceedings of the 5th International Food Legumes Research Conference(IFLRC V)and 7th European Conference on Grain Legumes(AEP VII),Antalya,Turkey,2010.

[21]T.J.Flowers,P.M.Gaur,C.L.L.Gowda,L.Krishnamurthy,S.Srinivasan,K.H.M.Siddique,N.Turner,V.Vadez,R.K.Varshney,T.D.Colmer,Salt sensitivity in chickpea plant,Cell Environ.33(2010)490–509.

[22]S.Samineni,K.H.M.Siddique,P.M.Gaur,T.D.Colmer,Salt sensitivity of the vegetative and reproductive stages in chickpea podding is a particular sensitive stage,Environ.Exp.Bot.71(2011)260–268.

[23]D.Singh,R.S.Raje,Genetics of aluminium tolerance in chickpea(Cicer arietinum),Plant Breed.130(2011)563–568.

[24]M.Sinha,M.D.Shamim,S.Priya,K.N.Singh,DNA fingerprinting of pigeon pea(Cajanus cajan(L.)Millsp)genotypes by RAPD marker for the breeding of new varieties,Indian J.Agric.Biochem.26(2013)195–198.

[25]A.K.Choudhary,Effects of pollination control in pigeonpea and their implication,J.Food Legumes 24(2011)50–53.

[26]F.B.Lopez,C.Johansen,Y.S.Chauhan,Effects of timing of drought stress on phenology,yield and yield components of short duration pigeonpea,J.Agron.Crop Sci.177(1996)311–320.

[27]D.S.Rana,Anchal Dass,G.A.Rajanna,Ramanjit Kaur,Biotic and abiotic stress management in pulses,Indian J.Agron.61(2016)S238–S248.

[28]R.Sultana,A.K.Choudhary,A.K.Pal,K.B.Saxena,B.D.Prasad,R.G.Singh,Abiotic stresses in major pulses:current status and strategies,in:R.K.Gaur,P.Sharma(Eds.),Approaches to Plant Stress and Their Management,Springer,New Delhi,India 2014,pp.173–190.

[29]J.Kumar,H.A.van Rheenen,A major gene for time flowering in chickpea,J.Hered.91(2000)67–68.

[30]H.Canci,C.Toker,Evaluation of yield criteria for drought and heat resistance in chickpea(Cicer arietinum L.),J.Agron.Crop Sci.195(2009)47–54.

[31]P.Ratnakumar,V.Vadez,Groundnut(Arachis hypogaea)genotypes tolerant to intermittent drought maintain a high harvest index and have small leaf canopy under stress,Funct.Plant Biol.38(2011)1016–1023.

[32]P.Ratnakumar,V.Vadez,S.N.Nigam,L.Krishnamurthy,Assessment of transpiration efficiency in peanut(Arachis hypogaea L.)under drought using a lysimetric system,Plant Biol.11(2009)124–130.

[33]P.M.Gaur,L.Krishnamurthy,J.Kashiwagi,Improvement of drought avoidance root traits in chickpea–current status of research at ICRISAT,Plant Prod.Sci.1(2008)3–11.

[34]L.Krishnamurthy,V.Vadez,M.J.Devi,R.Serraj,S.N.Nigam,M.S.Sheshshayee,R.Aruna,Variation in transpiration efficiency and its related traits in a groundnut(Arachis hypogaea L.)mapping population,Field Crops Res.103(2007)189–197.

[35]H.D.Upadhyaya,J.Kashiwagi,R.K.Varshney,P.M.Gaur,K.B.Saxena,L.Krishnamurthy,I.P.Singh,Phenotyping chickpeas and pigeonpeas for adaptation to drought,Front.Physiol.3(2012)179.

[36]J.Kashiwagi,L.Krishnamurthy,J.H.Crouch,R.Serraj,Variability of root length density and its contributions to seed yield in chickpea(Cicer arietinum L.)under terminal drought stress,Field Crops Res.95(2006)171–181.

[37]M.Zaman-Allah,D.M.Jenkinson,V.Vadez,A conservative pattern of water use,rather than deep or profuse rooting,is critical for the terminal drought tolerance of chickpea,J.Exp.Bot.62(2011)4239–4252.

[38]M.Zaman-Allah,D.M.Jenkinson,V.Vadez,Chickpea genotypes contrasting for seed yield under terminal drought stress in the field differ for traits related to the control of water use,Funct.Plant Biol.38(2011)270–281.

[39]L.Cattivelli,F.Rizza,F.W.Badeck,E.Mazzucotelli,A.M.Mastrangelo,E.Francia,A.M.Stanca,Drought tolerance improvement in crop plants:an integrated view from breeding to genomics,Field Crops Res.105(2008)1–14.

[40]J.M.Morgan,A.G.Condon,Water use,grain yield,and osmoregulation in wheat,Funct.Plant Biol.13(1986)523–532.

[41]H.Kanouni,H.Kazemi,M.Moghadam,M.Neyshabori,Selection of chickpea(Cicer arietinum L.)entries for drought resistance,J.Agric.Sci.12(2012)109–121.

[42]M.Pouresmael,R.A.Khavari-Nejad,J.Mozafari,F.Najafi,F.Moradi,Efficiency of screening criteria for drought tolerance in chickpea,Arch.Agron.Soil Sci.59(2013)1675–1693.

[43]J.Kashiwagi,L.Krishnamurthy,P.M.Gaur,H.D.Upadhyaya,R.K.Varshney,S.Tobita,Traits of relevance to improve yield under terminal drought stress in chickpea(C.arietinum L.),Field Crops Res.145(2013)88–95.

[44]L.Krishnamurthy,J.Kashiwagi,S.Tobita,O.Ito,H.D.Upadhyaya,C.L.L.Gowda,R.K.Varshney,Variation in carbon isotope discrimination and its relationship with harvest index in the reference collection of chickpea germplasm,Funct.Plant Biol.40(2013)1350–1361.

[45]M.N.Esfahani,A.Mostajeran,Rhizobial strain involvement in symbiosis efficiency of chickpea-rhizobia under drought stress:plant growth,nitrogen fixation and antioxidant enzyme activities,Acta Physiol.Plant.33(2011)1075–1083.

[46]A.Mafakheri,Effect of drought stress and subsequent recovery on protein,carbohydrate contents,catalase and peroxidase activities in three chickpea(Cicer arietinum)cultivars,Aust.J.Crop.Sci.5(2011)1255–1260.

[47]C.S.Ulemale,S.N.Mate,D.V.Deshmukh,Physiological indices for drought tolerance in chickpea(Cicer arietinum L.),World J.Agric.Sci.9(2013)123–131.

[48]D.V.Deshmukh,S.N.Mate,Evaluation of pigeonpea genotypes for morpho-physiological traits related to drought tolerance,World J.Agric.Sci.9(2013)17–23.

[49]B.R.Glick,B.Todorovic,J.Czarny,Z.Cheng,J.Duan,B.McConkey,Promotion of plant growth by bacterial ACC deaminase,Crit.Rev.Plant Sci.26(2007)277–342.

[50]A.A.Belimov,N.Hontzeas,V.I.Safronova,S.V.Demchinskaya,G.Piluzza,S.Bullitta,B.R.Glick,Cadmium tolerant plant growth promoting bacteria associated with the roots of Indian mustard,Soil Biol.Biochem.37(2005)241–250.

[51]K.Swarnalakshmi,V.Yadav,M.Senthilkumar,D.W.Dhar,Biofertilizers for higher pulse production in India:scope,accessibility and challenges,Indian J.Agron.61(2016)S173–S181.

[52]P.Tittabutr,J.D.Awaya,Q.X.Li,D.Borthakur,The cloned amino cyclopropane carboxylate(ACC)deaminase gene from Sinorhizobium sp.BL3 in Rhizobium sp.strain YAL1145 promotes nodulation and growth of Leucaena leucocephala,Syst.Appl.Microbiol.31(2008)141–150.

[53]A.Kumar,A.K.Choudhary,V.K.Suri,Influence of AM fungi,inorganic phosphorus and irrigation regimes on plant water relations and soil physical properties in okra(Abelmoschus esculentus L.)–pea(Pisum sativum L.)cropping system in Himalayan acid alfisol,J.Plant Nutr.39(2016)666–682.

[54]P.Laan,J.M.A.M.Clement,C.W.P.M.Blom,Growth and development of Rumex roots as affected by hypoxic and anoxic conditions,Plant Soil 136(1991)145–151.

[55]M.B.Jackson,Regulation of aerenchyma formation in roots and shoots by oxygen and ethylene,in:D.J.Osborn,M.B.Jackson(Eds.),Cell Separation in Plants,Springer-Verlag,Berlin,Gemany 1989,pp.263–274.

[56]Z.Solaiman,T.D.Colmer,S.P.Loss,B.D.Thomson,K.H.M.Siddique,Growth responses of cool-season grain legumes to transient waterlogging,Aust.J.Agric.Res.58(2007)406–412.

[57]A.L.Cowie,R.S.Jessop,D.A.MacLeod,Effects of waterlogging on chickpeas I.Influence of timing of waterlogging,Plant Soil 183(1996)97–103.

[58]R.Sultana,M.I.Vales,K.B.Saxena,A.Rathore,S.K.Rao,M.Myer,R.V.Kumar,Water-logging tolerances in pigeonpea[Cajanus cajan(L.)Millsp]:genotypic variability and identification of tolerant genotypes,J.Agric.Sci.151(2013)659–671.

[59]A.K.Choudhary,Sultana Rafat,S.K.Chaturvedi,Sharma Rajvir,B.P.Bhatt,S.P.Singh,Breeding strategies to mitigate abiotic stresses in pulses,in:S.P.Singh,Brajendra,P.Muthuraman(Eds.),Souvenir&Conference Book,Progressive Publication,Meerut,India 2014,pp.16–21.

[60]A.K.Choudhary,Sweta Pal,P.S.Basu,S.K.Chaturvedi,N.Nadarajan,Screening for waterlogging tolerance in pigeonpea,Pulses Newsletter 23(2012)5.

[61]P.S.Basu,Impact of climate change on production of pulses in north India:a concern,Financing Agric.42(2010)22–26.

[62]P.S.Basu,M.Ali,S.K.Chaturvedi,Terminal heat stress adversely affects chickpea productivity in northern India:strategies to improve thermotolerance in the crop under climate change,Proceedings of Workshop on Impact of Climate Change on Agriculture,December 17–18,2009,Indian Space Research Organization,Ahmedabad,India,2009.

[63]S.K.Dwivedi,S.Basu,S.Kumar,G.Kumar,V.Prakash,S.Kumar,J.S.Mishra,B.P.Bhatt,N.Malviya,G.P.Singh,A.Arora,Heat stress induced impairment of starch mobilisation regulates pollen viability and grain yield in wheat:study in Eastern Indo-Gangetic Plains,Field Crops Res.206(2017)106–114.

[64]P.M.Gaur,S.K.Chaturvedi,S.Tripathi,C.L.L.Gouda,L.Krishnamurthy,V.Vadez,N.Mallikarjuna,R.K.Varshney,Improving heat tolerance in chickpea to increase its resilience to climate change,5th International Food Legumes Research Conference&7th European Conference on Grain Legumes,April 26–30,2010,Antalya,Turkey,,2010.

[65]Indian Institute of Pulses Research,Annual Report,Indian Institute of Pulses Research,Kanpur,India,2012.

[66]J.S.Sandhu,S.K.Gupta,S.Singh,R.P.Dua,Genetic variability for cold tolerance in pigeonpea,J.SAT Agric.Res.5(2007)1–3.

[67]A.K.Choudhary,Selection criteria for low temperature tolerance in long-duration pigeonpea,Proceedings of National Symposium on“Ecologocal Sustainability:emerging challenges and opportunities”,November 3–5,2007,Indian Society of Pulses Research and Development,Kanpur,India,2007.

[68]Indian Institute of Pulses Research,Annual Report,Indian Institute of Pulses Research,Kanpur,India,2009.

[69]M.N.Singh,R.S.Singh,Inheritance of pod setting under low temperature in pigeonpea,Indian J.Genet.70(2010)277–280.

[70]D.L.N.Rao,K.E.Giller,A.R.Yeo,T.J.Flowers,The effects of salinity and sodicity upon nodulation and nitrogen fixation in chickpea,Ann.Bot.89(2002)563–570.

[71]V.Vadez,L.Krishnamurthy,R.Serraj,P.M.Gaur,H.D.Upadhyaya,D.A.Hoisington,R.K.Varshney,N.C.Turner,K.H.M.Siddique,Large variation in chickpea is explained by differences in sensitivity at the reproductive stage,Field Crops Res.104(2007)123–129.

[72]B.A.Keating,M.J.Fisher,Comparative tolerance of tropical grain legumes to salinity,Aust.J.Agric.Res.36(1985)373–383.

[73]R.P.Dua,P.C.Sharma,Physiological basis of salinity tolerance in pigeonpea(Cajanus cajan)and method of testing materials under highly variable soil conditions,Indian J.Agric.Sci.66(1996)405–412.

[74]G.V.Subbarao,C.Johansen,M.K.Jana,J.V.D.K.K.Rao,Comparative salinity responses among pigeonpea genotypes and their wild relatives,Crop Sci.31(1991)415–418.

[75]N.Srivastava,V.Vadez,H.D.Upadhyaya,K.B.Saxena,Screening for intra and interspecific variability for salinity tolerance in pigeonpea(Cajanus cajan)and its related wild species,J.SAT Agric.Res.2(2006)1–12.

[76]D.Singh,N.P.Singh,S.K.Chauhan,Phundan Singh,Developing aluminium-tolerant crop plants using biotechnological tools,Curr.Sci.100(2011)1807–1814.

[77]S.C.Mandal,Introduction and historical overview,in:I.C.Mahapatra,S.C.Mandal,C.Misra,G.N.Mitra,N.Panda(Eds.),Acidic Soils of India,ICAR,New Delhi,India 1997,pp.3–24.

[78]D.Singh,S.K.Chaturvedi,Rapid and effective screening technique for aluminium tolerance in chickpea at seedling stage,Proceedings of National Symposium on“Ecologocal Sustainability:Emerging Challenges and Opportunities”,November 3–5,2007,Indian Society of Pulses Research and Development,Kanpur,India,2007.

[79]A.K.Choudhary,D.Singh,J.Kumar,A comparative study of screening methods for tolerance to aluminum toxicity in pigeonpea,Aust.J.Crop.Sci.5(2011)1419–1426.

[80]A.K.Choudhary,D.Singh,M.A.Iquebal,Selection of pigeonpea genotypes for tolerance to aluminium toxicity,Plant Breed.130(2011)492–495.

[81]A.K.Choudhary,D.Singh,Screening of pigeonpea genotypes for nutrient uptake efficiency under aluminium toxicity,Physiol.Mol.Biol.Plants 17(2011)145–152.

[82]Abhijit A.Daspute,Y.Kobayashi,S.K.Panda,B.Fakrudin,Y.Kobayashi,M.Tokizawa,S.Iuchi,A.K.Choudhary,Y.Y.Yamamoto,H.Koyamal,Characterization of CcSTOP1;a C2H2 type transcription factor regulates Al tolerance gene in pigeonpea,Planta(2017)https://doi.org/10.1007/s00425-017-2777-6.

[83]S.B.Sarode,M.N.Singh,U.P.Singh,Genetics of water-logging tolerance in pigeonpea(Cajanus cajan L.Millsp),Indian J.Genet.67(2007)264–265.

[84]L.Krishnamurthy,H.D.Upadhyaya,K.B.Saxena,V.Vadez,Variation for temporary water logging response within the mini core pigeonpea germplasm,J.Agric.Sci.150(2012)357–364.

[85]D.Singh,R.S.Raje,A.K.Choudhary,Genetic control of aluminium tolerance in pigeonpea(Cajanus cajan L.),Crop Pasture Sci.62(2011)761–764.

[86]G.V.Subbarao,C.Johansen,J.V.D.K.K.Rao,M.K.Jana,Salinity tolerance in F1 hybrids of pigeonpea and a tolerant wild relative,Crop Sci.30(1990)785–788.

[87]J.Kashiwagi,L.Krishnamurthy,P.M.Gaur,S.Chandra,H.D.Upadhyaya,Estimation of gene effects of the drought avoidance root characteristics in chickpea,Field Crops Res.105(2008)64–69.

[88]R.K.Varshney,P.M.Gaur,S.K.Chamarthi,L.Krishnamurthy,S.Tripathi,J.Kashiwagi,S.Samineni,V.K.Singh,M.Thudi,D.Jaganathan,Fast-track introgression of“QTL-hotspot”for root traits and other drought tolerance traits in JG 11,an elite and leading variety of chickpea,Plant Genome 6(2013)(doi:103835/plantgenome2013070022).

[89]L.Krishnamurthy,J.Kashiwagi,H.D.Upadhyaya,R.Serraj,Genetic diversity of drought avoidance root traits in the mini-core germplasm collection of chickpea,Int.Chickpea Pigeonpea Newslett.10(2003)21–24.

[90]S.C.Gupta,A.K.Rathore,S.N.Sharma,R.S.Saini,Responses of chickpea cultivars to water stress,Indian J.Plant Physiol.5(2000)274–276.

[91]K.B.Singh,M.Omar,M.C.Saxena,C.Jahansen,Registration of FLIP 87-59C,a drought tolerant chickpea germplasm line,Crop Sci.38(1996)472.

[92]K.B.Singh,M.Omar,M.C.Saxena,C.Jahansen,Screening for drought resistance in spring chickpea in the Mediterranean region,J.Agron.Crop Sci.178(1997)227–235.

[93]E.Farshadfar,M.Zamani,M.Motallebi,A.Imamjomeh,Selection for drought resistance in chickpea lines,Iran.J.Agric.Sci.32(2001)65–77.

[94]P.J.Reddy,Screening of pigeonpea genotypes for drought tolerance under black cotton soils of Krishna Godavari zone,Ann.Plant Physiol.15(2001)104–106.

[95]G.Bejiga,Y.Anbessa,Waterlogging tolerance in chickpea,Int.Chickpea Pigeonpea Newslett.5(1995)23–24.

[96]A.L.Cowie,R.S.Jessop,D.A.MacLeod,A study of waterlogging damage in Australian chickpea cultivars,Int.Chickpea Pigeonpea Newslett.2(1995)22–23.

[97]L.Krishnamurthy,P.M.Gaur,P.S.Basu,S.K.Chaturvedi,S.Tripathi,V.Vadez,et al.,Large genetic variation for heat tolerance in the reference collection of chickpea germplasm,Plant Genet.Resour.-Charact.Util.9(2011)59–69.

[98]H.D.Upadhyaya,N.Dronavalli,C.L.L.Gowda,S.Singh,Identification and evaluation of chickpea germplasm for tolerance to heat stress,Crop Sci.51(2011)2079–2094.

[99]C.Toker,M.I.Cagirgan,Assessment of response to drought stress of chickpea lines under rainfed conditions,Turk.J.Agric.For.22(1998)615–621.

[100]N.A.O'Toole,F.L.Stoddard,L.O'Brien,Controlled environment and field screening of chickpeas for cold tolerance,J.Agron.Crop Sci.186(2001)193–208.

[101]J.S.Sandhu,S.J.ArasaKesary,Evaluation of chickpea genotypes for cold tolerance,Int.Chickpea Pigeonpea Newslett.10(2003)9–12.

[102]H.J.Clarke,K.H.M.Siddique,Response of chickpea genotypes to low temperature stress during reproductive development,Field Crops Res.90(2004)323–334.

[103]R.P.Dua,P.C.Sharma,Salinity tolerance of kabuli and desi chickpea genotypes,Int.Chickpea Pigeonpea Newslett.2(1995)19–22.

[104]N.A.Tejera,M.Soussi,C.Liuch,Physiological and nutritional indicators of tolerance to salinity in chickpea plants under symbiotic conditions,Environ.Exp.Bot.58(2006)17–24.

[105]A.K.Singh,R.A.Singh,Effect of salinity on sodium,potassium and proline content of chickpea genotypes,Indian J.Plant Physiol.4(2001)111–113.

[106]R.Serraj,L.Krishnamurthy,H.D.Upadhyaya,Screening chickpea mini-core germplasm for tolerance to soil salinity,Int.Chickpea Pigeonpea Newslett.11(2004)29–33.

[107]R.S.Malhotra,K.B.Singh,Gene action for cold tolerance in chickpea,Theor.Appl.Genet.82(1991)598–601.

[108]R.K.Varshney,M.S.Mohan,P.M.Gaur,N.V.P.R.Gangarao,M.K.Pandey,A.Bohra,S.L.Sawargaonkar,A.Chitikineni,P.K.Kimurto,P.Janila,K.B.Saxena,A.Fikre,M.Sharma,A.Rathore,A.Pratap,S.Tripathi,S.Datta,S.K.Chaturvedi,N.Mallikarjuna,G.Anuradha,A.Babbar,A.K.Choudhary,M.B.Mhase,C.H.Bharadwaj,D.M.Mannur,P.N.Harer,B.Z.Guo,X.Q.Liang,N.Nadarajan,C.L.L.Gowda,Achievements and prospects of genomics-assisted breeding in three legume crops of the semiarid tropics,Biotechnol.Adv.31(2013)1120–1134.

[109]R.Gaur,S.Azam,S.Jeena,A.W.Khan,S.Choudhary,M.Jain,G.Yadav,A.K.Tyagi,D.Chattopadhyay,S.Bhatia,Highthroughput SNP discovery and genotyping for constructing a saturated linkage map of chickpea(Cicer arietinum L.),DNA Res.19(2012)357–373.

[110]S.Choudhary,R.Gaur,S.Gupta,S.Bhatia,EST-derived genic molecular markers:development and utilization for generating an advanced transcript map of chickpea,Theor.Appl.Genet.124(2012)1449–1462.

[111]S.N.Nayak,H.Zhu,N.Varghese,S.Datta,H.Choi,R.Horres,R.Jungling,J.Singh,P.B.Kavi Kishor,S.Sivaramakrishnan,D.A.Hoisington,G.Kahl,P.Winter,D.R.Cook,R.K.Varshney,Integration of novel SSR and gene-based SNP marker loci in the chickpea genetic map and establishment of new anchor points with Medicago truncatula genome,Theor.Appl.Genet.120(2010)1415–1441.

[112]R.K.Varshney,C.Song,R.K.Saxena,S.Azam,S.Yu,A.G.Sharpe,S.Cannon,J.Baek,B.D.Rosen,B.Taŕan,T.Millan,X.D.Zhang,L.D.Ramsay,A.Iwata,Y.Wang,W.Nelson,A.D.Farmer,P.M.Gaurl,C.Soderlund,R.V.Penmetsa,C.Y.Xu,A.K.Bharti,W.M.He,P.Winter,S.C.Zhao,J.K.Hane,N.Carrasquilla-Garcia,J.A.Condie,H.D.Upadhyaya,M.C.Luo,M.Thudi,C.L.L.Gowda,N.P.Singh,J.Lichtenzveig,K.K.Gali,J.Rubio,N.Nadarajan,J.Dolezel,K.C.Bansal,X.Xu,D.Edwards,G.Y.Zhang,G.Kahl,J.Gil,K.B.Singh,S.K.Datta,S.A.Jackson,J.Wang,D.R.Cook,Draft genome sequence of chickpea(Cicer arietinum)provides a resource for trait improvement,Nat.Biotechnol.31(2013)240–246.

[113]M.Ashraf,Inducing drought tolerance in plants:recent advances,Biotechnol.Adv.28(2010)169–183.

[114]C.Molina,B.Rotter,R.Horres,S.M.Udupa,B.Besser,L.Bellarmino,M.Baum,H.Matsumura,R.Terauchi,G.Kahl,P.Winter,SuperSAGE:the drought stress responsive transcriptome of chickpea roots,BMC Genomics 9(2008)553.

[115]R.Garg,A.Bhattacharjee,M.Jain,Genome scale transcriptomic insights into molecular aspects of abiotic stress responses in chickpea,Plant Mol.Biol.Report.33(2015)388–400.

[116]R.Garg,R.K.Patel,A.K.Tyagi,M.Jain,De novo assembly of chickpea transcriptome using short reads for gene discovery and marker identification,DNA Res.18(2011)53–63.

[117]R.Garg,R.K.Patel,S.Jhanwar,P.Priya,A.Bhattacharjee,G.Yadav,S.Bhatia,D.Chattopadhyay,A.K.Tyagi,M.Jain,Gene discovery and tissue-specific transcriptome analysis in chickpea with massively parallel pyrosequencing and web resource development,Plant Physiol.156(2011)1661–1678.

[118]P.J.Hiremath,A.Farmer,S.B.Cannon,J.Woodward,H.Kudapa,R.Tuteja,A.Kumar,A.BhanuPrakash,B.Mulaosmanovic,N.Gujaria,L.Krishnamurthy,P.M.Gaur,P.B.KaviKishor,T.Shah,R.Srinivasan,M.Lohse,Y.L.Xiao,C.D.Town,D.R.Cook,G.D.May,R.K.Varshney,Large-scale transcriptome analysis in chickpea(Cicer arietinum L.),an orphan legume crop of the semi-arid tropics of Asia and Africa,Plant Biotechnol.J.9(2011)922–931.

[119]P.J.Hiremath,A.Kumar,R.V.Penmetsa,A.Farmer,J.A.Schlueter,S.K.Chamarthi,A.M.Whaley,N.Carrasquilla-Garcia,P.M.Gaur,H.D.Upadhyaya,P.B.Kavikishor,T.M.Shah,D.R.Cook,R.K.Varshney,Large-scale development of cost-effective SNP marker assays for diversity assessment and genetic mapping in chickpea and comparative mapping in legumes,Plant Biotechnol.J.10(2012)716–732.

[120]S.Jhanwar,P.Priya,R.Garg,S.K.Parida,A.K.Tyagi,M.Jain,Transcriptome sequencing of wild chickpea as a rich resource for marker development,Plant Biotechnol.J.10(2012)690–702.

[121]G.Agarwal,S.Jhanwar,P.Priya,V.K.Singh,M.S.Saxena,S.K.Parida,R.Garg,A.K.Tyagi,M.Jain,Comparative analysis of kabuli chickpea transcriptome with desi and wild chickpea provides a rich resource for development of functional markers,PLoS One 7(2012),e52443.

[122]B.Priyanka,K.Sekhar,V.D.Reddy,K.V.Rao,Expression of pigeonpea hybrid proline rich protein encoding gene(CcHyPRP)in yeast and Arabidopsis affords multiple abiotic stress tolerance,Plant Biotechnol.J.8(2010)76–87.

[123]N.K.Singh,D.K.Gupta,P.K.Jaiswal,A.K.Mahato,S.Dutta,S.Singh,S.Bhutani,V.Dogra,B.P.Singh,G.Kumawat,J.K.Pal,A.Pandit,A.Singh,H.Rawal,A.Kumar,G.R.Prashat,A.Khare,R.Yadav,R.S.Raje,M.N.Singh,S.Datta,B.Fakrudin,K.B.Wanjari,R.Kansal,P.K.Dash,P.K.Jain,R.Bhattacharya,K.Gaikwad,T.Mohapatra,R.Srinivasan,T.R.Sharma,The first draft of the pigeonpea genome sequence,J.Plant Biochem.Biotechnol.21(2011)98–112.

[124]R.K.Varshney,W.Chen,Y.Li,A.K.Bharthi,R.K.Saxena,J.A.Schlueter,M.T.A.Donoghue,S.Azam,G.Y.Fan,A.M.Whaley,A.D.Farmer,J.Sheridan,A.Iwata,R.Tuteja,R.V.Penmetsa,W.Wu,H.D.Upadhyaya,S.P.Yang,T.Shah,K.B.Saxena,T.Michael,W.R.McCombie,B.C.Yang,G.Y.Zhang,H.M.Yang,J.Wang,C.Spillane,D.R.Cook,G.D.May,X.Xu,S.A.Jackson,Draft genome sequence of pigeonpea(Cajanus cajan),an orphan legume crop of resource-poor farmers,Nat.Biotechnol.30(2012)83–89.

[125]A.Dubey,A.Farmer,J.Schlueter,S.B.Cannon,B.Abernathy,R.Tuteja,J.Woodward,T.Shah,B.Mulasmanovic,H.Kudapa,N.L.Raju,R.Gothalwal,S.Pande,Y.Xiao,C.D.Town,N.K.Singh,G.D.May,S.Jackson,R.K.Varshney,Defining the transcriptome assembly and its use for genome dynamics and transcriptome profiling studies in pigeonpea(Cajanus cajan L.),DNA Res.18(2011)153–164.

[126]R.R.Kumar,S.Yadav,D.Shrinivas,A.K.Srivastava,V.Shitole,G.R.Naik,Transcriptome of pigeonpea roots under water deficit analysed by suppression subtractive hybridization,J.Agric.Sci.Technol.17(2015)1333–1345.

[127]S.Dutta,G.Kumawat,B.P.Singh,D.K.Gupta,S.Singh,V.Dogra,K.Gaikwad,et al.,Development of genic-SSR markers by deep transcriptome sequencing in pigeonpea[Cajanus cajan(L.)Millspaugh],BMC Plant Biol.11(2011)17.

[128]R.K.Saxena,R.V.Penmetsa,H.D.Upadhyaya,A.Kumar,N.Carrasquilla-Garcia,J.A.Schlueter,A.Farmer,A.M.Whaley,B.K.Sarma,G.D.May,D.R.Cook,R.K.Varshney,Large-scale development of cost-effective single-nucleotide polymorphism marker assays for genetic mapping in pigeonpea and comparative mapping in legumes,DNA Res.19(2012)449–461.

[129]M.I.Vales,R.K.Srivastava,R.Sultana,S.Singh,I.Singh,G.Singh,S.B.Patil,K.B.Saxena,Breeding for earliness in pigeonpea:development of new determinate and nondeterminate lines,Crop Sci.52(2012)2507–2516.

[130]K.B.Singh,R.S.Malhotra,M.C.Saxena,Additional sources of tolerance to cold in cultivated and wild Cicer species,Crop Sci.35(1995)1491–1497.

[131]C.Toker,Preliminary screening and selection for cold tolerance in annual wild Cicer species,Genet.Resour.Crop.Evol.52(2005)1–5.

[132]J.D.Berger,S.Kumar,H.Nayyar,K.A.Street,J.S.Sandhu,J.M.Henzell,J.Kaur,H.C.Clarke,Temperature-stratified screening of chickpea genetic resource collections reveals very limited reproductive chilling tolerance compared to its annual wild relatives,Field Crops Res.126(2012)119–129.

[133]M.F.A.Maliro,D.McNeil,B.Redden,J.F.Kollmorgen,C.Pittock,Sampling strategies and screening of chickpea germplasm for salt tolerance,Genet.Resour.Crop.Evol.55(2008)53–63.

[134]L.D.Robertson,B.Ocampo,K.B.Singh,Morphological variation in wild annual Cicer species in comparison with the cultigens,Euphytica 95(1997)309–319.

[135]H.D.Upadhyaya,K.N.Reddy,S.Singh,C.L.L.Gowda,Phenotypic diversity in Cajanus species and identification of promising sources for agronomic traits and seed protein content,Genet.Resour.Crop.Evol.60(2013)639–659.

[136]C.K.Khoury,N.P.Castaneda-Alvarez,H.A.Achicanoy,C.C.Sosa,Vivian Bernau,M.T.Kassa,S.L.Norton,L.J.G.van der Maesen,H.D.Upadhyaya,J.Ramírez-Villegas,A.Jarvis,P.C.Struik,Crop wild relatives of pigeonpea:distribution,ex situ conservation status and potential genetic resources for abiotic stress tolerance,Biol.Conserv.184(2015)259–270.

[137]Shivali Sharma,Prebreeding using wild species for genetic enhancement of grain legumes at ICRISAT,Crop Sci.57(2017)1132–1144.

[138]R.K.Varshney,H.Kudapa,L.Pazhamala,A.Chitikineni,M.Thudi,A.Bohra,P.M.Gaur,P.Janila,A.Fikre,P.Kimurto,N.Ellis,Translational genomics in agriculture:some examples in grain legumes,Crit.Rev.Plant Sci.34(2015)169–194.

[139]S.Cho,J.Kumar,J.F.Shultz,K.Anupama,F.Tefera,F.J.Muehlbauer,Mapping genes for double podding and other morphological traits in chickpea,Euphytica 125(2002)285–292.

[140]J.Lichtengveig,D.J.Bonfil,H.B.Zhang,D.Shtienberg,S.Abbo,Mapping quantitative trait loci in chickpea associated with time to flowering and resistance to Didymela rabaei the causal agent of Aschochyta blight,Theor.Appl.Genet.113(2006)1357–1369.

[141]M.Thudi,H.D.Upadhyaya,A.Rathore,P.M.Gaur,L.Krishnamurthy,M.Roorkiwal,S.N.Nayak,S.K.Chaturvedi,P.S.Basu,N.V.P.R.Gangarao,A.Fikre,P.Kimurto,P.C.Sharma,M.S.Sheshashayee,S.Tobita,J.Kashiwagi,O.Ito,A.Killian,R.K.Varshney,Genetic dissection of drought and heat tolerance through genome-wide and candidate-based association mapping approaches,PLoS One 9(2014),e96758.

[142]L.Pazhamala,R.K.Saxena,V.K.Singh,C.V.Sameerkumar,V.Kumar,P.Sinha,K.Patel,J.Obala,S.R.Kaoneka,P.Tongoona,H.A.Shimelis,Genomics assisted breeding for boosting crop improvement in pigeonpea,Front.Plant Sci.6(2015)1–12.

[143]J.D.Berger,R.Buck,J.M.Henzell,N.C.Turner,Evolution in the genus Cicer-vernalization response and low temperature pod set in chickpea(C.arietinum L.)and its annual wild relatives,Aust.J.Agric.Res.56(2005)1191–1200.

[144]N.Mallikarjuna,D.R.Jadhav,et al.,Indian J.Genet.Plant Breed.68(2008)398–405.

[145]S.D.Tanksley,J.C.Nelson,Advanced backcross QTL analysis:a method for the simultaneous discovery and transfer of valuable QTL from unadapted germplasm into elite breeding lines,Theor.Appl.Genet.92(1996)191–203.

[146]F.Hospital,Marker-assisted breeding,in:H.J.Newbury(Ed.),Plant Molecular Breeding,Blackwell Publishing,Carlton,Australia 2003,pp.30–56.

[147]A.K.Choudhary,R.S.Raje,S.Datta,R.Sultana,T.Ontagodi,Conventional and molecular approaches towards genetic improvement in pigeonpea for insects resistance,Am.J.Plant Sci.4(2013)372–385.

[148]B.E.Huang,K.L.Verbyla,A.P.Verbyla,C.Raghavan,V.K.Singh,P.Gaur,H.Leung,R.K.Varshney,C.R.Cavanagh,MAGIC populations in crops:current status and future prospects,Theor.Appl.Genet.128(2015)999–1017.

Arbind K. Choudhary,Rafat Sultana,M. Isabel Vales,Kul Bhushan Saxenad,Ravi Ranjan Kumar,Pasala Ratnakumar
《The Crop Journal》 2018年第2期
《The Crop Journal》2018年第2期文献

服务严谨可靠 7×14小时在线支持 支持宝特邀商家 不满意退款

本站非杂志社官网,上千家国家级期刊、省级期刊、北大核心、南大核心、专业的职称论文发表网站。
职称论文发表、杂志论文发表、期刊征稿、期刊投稿,论文发表指导正规机构。是您首选最可靠,最快速的期刊论文发表网站。
免责声明:本网站部分资源、信息来源于网络,完全免费共享,仅供学习和研究使用,版权和著作权归原作者所有
如有不愿意被转载的情况,请通知我们删除已转载的信息 粤ICP备2023046998号