<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.1064569</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Pollen viability-based heat susceptibility index (HSIpv): A useful selection criterion for heat-tolerant genotypes in wheat</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Khan</surname>
<given-names>Irum</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Jiajie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1317609"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sajjad</surname>
<given-names>Muhammad</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/403405"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biosciences, COMSATS University Islamabad</institution>, <addr-line>Islamabad</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Laboratory of Crop Biology, Shandong Agricultural University</institution>, <addr-line>Tai&#x2019;an, Shandong</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Mehdi Rahimi, Graduate University of Advanced Technology, Iran</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Abdul Aziz, International Maize and Wheat Improvement Center (CIMMYT), Pakistan; Maryam Nazari, Bu-Ali Sina University, Iran</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Muhammad Sajjad, <email xlink:href="mailto:Muhammad.sajjad@comsats.edu.pk">Muhammad.sajjad@comsats.edu.pk</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Abiotic Stress, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1064569</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Khan, Wu and Sajjad</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Khan, Wu and Sajjad</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Terminal heat stress during reproductive stage in wheat (<italic>Triticum aestivum</italic> L.) causes pollen grain sterility and has a drastic impact on wheat crop production. Finding genotypes with high pollen viability under heat stress is crucial to cope with the impact of climate change through developing heat-tolerant cultivars. To assess the effect of terminal heat stress on pollen viability in a panel of spring wheat genotypes (<italic>N</italic> = 200), RCBD (randomized complete block design) field trials were conducted under normal and heat stress conditions for two consecutive years (2020&#x2013;2021 and 2021&#x2013;2022). Analysis of variance showed significant variation in genotypes, treatments, and genotype&#xa0;&#xd7;&#xa0;treatment interaction. Fifty and 46 genotypes were categorized as heat tolerant (<italic>HSI</italic><sub><italic>pv</italic></sub> &lt; 0.5) in the first and second year, respectively. Twelve genotypes, namely, Chenab-70, Pari-73, Pak-81, MH-21, Punjab-76, NIFA-Aman, NUWYT-63, Swabi-1, Nisnan-21, Frontana, Amin-2000, and Pirsabak-2004, were found to be heat tolerant across the years. The violin plot displayed a trend of improvement in heat tolerance (<italic>HSI</italic><sub><italic>pv</italic></sub> &lt; 0.5) over the period of time in many modern wheat varieties. However, some modern wheat varieties released after 2001 such as Janbaz-09 (57%), Ghazi-2019 (57%), and Sindhu-16 (43%) had very low pollen viability under heat stress conditions. The results of phenotypic coefficient of variance (PCV%), genotypic coefficient of variance (GCV%), broad sense heritability (h<sup>2</sup>
<sub>bs</sub>), and genetic advance (GA) suggested the major contribution of genetic factors in controlling pollen viability trait. Higher values of h<sup>2</sup>
<sub>bs</sub> and GA under heat stress conditions suggested pollen viability as a heat tolerance trait controlled by additive genetic effects. Taken together, these results suggested pollen viability as a useful trait for selection in early generations under elevated temperatures. The genotypes identified as heat tolerant in both years can be used as genetic resources for breeding cultivars with higher pollen viability under elevated temperature conditions.</p>
</abstract>
<kwd-group>
<kwd>wheat</kwd>
<kwd>heat stress</kwd>
<kwd>pollen viability</kwd>
<kwd>heritability</kwd>
<kwd>genetic advance</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="47"/>
<page-count count="11"/>
<word-count count="4353"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Global production of major staple food crops like wheat, rice, and maize is at risk due to climate change. The negative impact of climate change on crop production is predicted to threaten global food security (<xref ref-type="bibr" rid="B41">Sharma et&#xa0;al., 2019</xref>). The IPCC (Intergovernmental Panel on Climate Change) forecasts an increase of 1&#x2013;1.5&#xb0;C in annual daily maximum temperature between 2030 and 2052 (<xref ref-type="bibr" rid="B22">IPCC, 2018</xref>). Reproductive stages are more prone to high-temperature stress in cereals (<xref ref-type="bibr" rid="B30">Nasehzadeh and Ellis, 2017</xref>; <xref ref-type="bibr" rid="B25">Mamrutha et&#xa0;al., 2020</xref>) and an increase of a few degrees above the optimum temperature during pollen grain development lowers seed setting due to pollen infertility (<xref ref-type="bibr" rid="B8">Bita and Gerats, 2013</xref>; <xref ref-type="bibr" rid="B9">Bokszczanin, 2013</xref>).</p>
<p>Abnormal pollen development due to heat stress has been widely observed in many crops causing incomplete male sterility and consequently lower grain yield (<xref ref-type="bibr" rid="B40">Sakata and Higashitani, 2008</xref>; <xref ref-type="bibr" rid="B12">De Storme and Geelen, 2014</xref>). The reproductive success of a crop variety under heat stress mainly depends on pollen production, pollen viability, and seed set. A strong correlation between pollen viability and seed set has been reported (<xref ref-type="bibr" rid="B37">Saini and Aspinall, 1982</xref>; <xref ref-type="bibr" rid="B38">Saini et al., 1983</xref>; <xref ref-type="bibr" rid="B33">Prasad et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B27">Masthigowda et&#xa0;al., 2022</xref>).</p>
<p>Wheat (<italic>Triticum aestivum</italic> L) is a leading staple crop grown in 89 countries with the largest harvested area (219 million ha) and the second largest production (760.9 million tons) among cereals (<xref ref-type="bibr" rid="B14">FAO, 2020</xref>, <uri xlink:href="http://www.fao.org">www.fao.org</uri>). The grain yield of wheat crop depends on seed setting, which, in turn, relies on reproductive development and successful fertilization (<xref ref-type="bibr" rid="B36">Reynolds et al., 2012</xref>). Heat stress in wheat reduces pollen viability, thus causing poor fertilization and seed setting (<xref ref-type="bibr" rid="B37">Saini and Aspinall, 1982</xref>; <xref ref-type="bibr" rid="B16">Ferris et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B2">Akter and Rafiqul Islam, 2017</xref>). Wheat is a heat-sensitive crop (<xref ref-type="bibr" rid="B2">Akter and Rafiqul Islam, 2017</xref>) and is susceptible to high temperature during vegetative and reproductive stages (<xref ref-type="bibr" rid="B4">Balla et&#xa0;al., 2019</xref>). The optimum temperature for spring wheat during anthesis and grain filling stages ranges from 12 to 22&#xb0;C (<xref ref-type="bibr" rid="B15">Farooq et&#xa0;al., 2011</xref>). The heat stress of 30&#xb0;C or higher temperature for three consecutive days, during pollen formation, significantly decreased grain setting and yield in wheat (<xref ref-type="bibr" rid="B37">Saini and Aspinall, 1982</xref>). The degradation of the tapetum tissues due to heat stress during microspore meiosis resulted in pollen sterility (<xref ref-type="bibr" rid="B39">Saini et&#xa0;al., 1984</xref>). All published reports concluded that heat stress at or just before anthesis caused pollen sterility and affected seed set in wheat (<xref ref-type="bibr" rid="B37">Saini and Aspinall, 1982</xref>; <xref ref-type="bibr" rid="B16">Ferris et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B33">Prasad et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B12">De Storme and Geelen, 2014</xref>; <xref ref-type="bibr" rid="B27">Masthigowda et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B26">Mamrutha et&#xa0;al., 2022</xref>). Therefore, identifying wheat genotypes with high pollen viability under heat stress is prerequisite for breeding heat-tolerant cultivars (<xref ref-type="bibr" rid="B20">Gulnaz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B21">Impe et&#xa0;al., 2020</xref>). Substantial genetic variability has been reported for pollen viability under heat stress in wheat; however, these studies used few genotypes (<xref ref-type="bibr" rid="B33">Prasad et al., 2006</xref>; <xref ref-type="bibr" rid="B29">Narayanan et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B31">Okechukwu et al., 2016</xref>). <xref ref-type="bibr" rid="B7">Bheemanahalli et&#xa0;al. (2019)</xref> used 28 diverse spring wheat genotypes, but the experiment was performed under controlled environment conditions. The response of genotypes under controlled lab conditions is hardly extrapolated to field conditions. Recently, only 10 spring wheat genotypes were used to study the effect of heat stress under field conditions for two crop seasons (<xref ref-type="bibr" rid="B27">Masthigowda et&#xa0;al., 2022</xref>). In this field experiment, strong correlation of pollen viability with grain weight and grain numbers was observed under heat stress condition. All available studies on pollen viability documented its strong correlation with yield traits under heat stress. Herein, we performed a field experiment for two consecutive years under normal and heat stress conditions using 200 spring wheat genotypes. Pollen viability-based heat susceptibility index ( <italic>HSI</italic><sub><italic>pv</italic></sub> ) was calculated and suggested as a useful selection criterion for heat-tolerant wheat lines to breed future heat-tolerant cultivars. Phenotypic coefficient of variance (PCV%), genotypic coefficient of variance (GCV%), broad sense heritability (h<sup>2</sup>bs), and genetic advance (GA) were estimated to determine the genetic nature of pollen viability trait under normal and heat stress conditions. The heat-tolerant wheat genotypes identified in this study can be used as potential parents for breeding heat-tolerant wheat cultivars.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant material</title>
<p>The pure seed of 200 spring wheat genotypes including land races, pre-green revolution, post-green revolution, and recent cultivars and advanced lines were collected and arranged for three replications.</p>
</sec>
<sec id="s2_2">
<title>Field experiments</title>
<p>The experiment was conducted at the National Agricultural Research Center (NARC), Islamabad, Pakistan, for two growing seasons (2020&#x2013;2021 and 2021&#x2013;2022). The sowing dates for the period 2020&#x2013;2021 and 2021&#x2013;2022 were November 15, 2020 and November 13, 2021, respectively. The seeds of about 200 diverse spring wheat genotypes were grown in randomized complete block design (RCBD) with three replications. The seeds were sown with wheat planter in 1.2 m &#xd7; 3 m plots, consisting of six rows, 20 cm apart. The standard agronomic practices were used in each experiment to raise good quality crops. The crop was subjected to terminal heat stress before spike initiation stage by covering one set with a transparent plastic sheet. Openings were built at regular intervals throughout the enclosure to enable free movement of air, in order to prevent relative humidity buildup inside the enclosure. An increase of 1&#x2013;3&#xb0;C was recorded at different times during heat stress period. Another set not covered was used as control.</p>
</sec>
<sec id="s2_3">
<title>Pollen viability test</title>
<p>Three central spikelets per replication were collected from all 200 spring wheat genotypes during the third weeks of February 2021 and February 2022. The maximum temperature ranges observed during the third weeks of February 2021 and February 2022 were 23&#x2013;26&#xb0;C and 20&#x2013;23&#xb0;C, respectively (<uri xlink:href="https://www.accuweather.com">https://www.accuweather.com</uri>). Anthers were removed with a sharp needle and stored at 4&#xb0;C in a refrigerator for microscopic study of pollen viability. Modified ALEXANDER test (<xref ref-type="bibr" rid="B11">Dafni and Firmage, 2000</xref>) was used for pollen viability test. The stained pollen grains were recorded under a compound microscope (Olympus). The darkly stained pollens were fertile and lightly stained pollens were sterile. Pollen viability was counted as the ratio of number of stained pollen to total number of pollen grains and quantified as percentage (<xref ref-type="bibr" rid="B33">Prasad et&#xa0;al., 2006</xref>).</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<sec id="s2_4_1">
<title>Pollen viability-based heat susceptibility index, <italic>HSI</italic><sub><italic>pv</italic></sub></title>
<p>The pollen viability-based heat susceptibility index <bold>(</bold> <italic>HSI</italic><sub><italic>pv</italic></sub> ) was calculated in Microsoft Excel 2016 using percent pollen viability values of terminal heat stress and normal conditions following the formula below (<xref ref-type="bibr" rid="B17">Fischer and Maurer, 1978</xref>). Based on, HSI<sub>pv</sub> genotypes were grouped into three classes, tolerant (<italic>HSI</italic><sub><italic>pv</italic></sub> &lt;0.5), moderately tolerant ( <italic>HSI</italic><sub><italic>pv</italic></sub> 0.5&#x2013;0.99), and susceptible (HSI<sub>pv</sub> <underline>&gt;</underline> 1.0).</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mi>S</mml:mi>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>v</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">/</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
<sec id="s2_4_2">
<title>Descriptive statistics, analysis of variance, and scatter plot</title>
<p>Descriptive statistics, analysis of variance (ANOVA), and scatter plot were calculated using Jamovi 2.3.18 (<xref ref-type="bibr" rid="B35">R Core Team, 2021</xref>; <xref ref-type="bibr" rid="B45">The jamovi project, 2022</xref>). Descriptive statistics were calculated using percent pollen viability. The scatter plot was constructed using <italic>HSI</italic><sub><italic>pv</italic></sub> values of the two crops&#x2019; seasons on <italic>y</italic>-axes and percent pollen viability of genotypes on <italic>x</italic>-axes. To show the trend of <italic>HSI</italic><sub><italic>pv</italic></sub> over the period of time, a violin plot was made using Jamovi 2.3.18 (<xref ref-type="bibr" rid="B35">R Core Team, 2021</xref>; <xref ref-type="bibr" rid="B45">The jamovi project, 2022</xref>). The panel of 200 genotypes was categorized in pre-green revolution, post-green revolution, and modern wheat varieties following <xref ref-type="bibr" rid="B18">Gohar et&#xa0;al. (2022)</xref>.</p>
</sec>
<sec id="s2_4_3">
<title>Phenotypic coefficient of variance, genotypic coefficient of variance, broad sense heritability, and genetic advance</title>
<p>The basic genetic parameters&#x2014;PCV%, GCV%, h<sup>2</sup>bs, and GA&#x2014;were calculated using percent pollen viability values under normal and stress conditions.  The following formulas (<xref ref-type="bibr" rid="B3">Allard, 1960</xref>) were used in Microsoft Excel 2016 to calculate these parameters.</p> <p>
<inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mtext>i.&#x2009;PCV&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mn>2</mml:mn>
<mml:mtext>p</mml:mtext>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
<mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mfrac>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</p>
<p>
<inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:mtext>ii.&#x2009;GCV&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mn>2</mml:mn>
<mml:mtext>g</mml:mtext>
</mml:msup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
<mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mfrac>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</p>
<p>
<inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:msup>
<mml:mtext>iii.&#x2009;h</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mtext>b</mml:mtext>
<mml:mtext>s</mml:mtext>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mtext>g</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mtext>p</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</p>
<p>
<inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:mtext>iv.&#x2009;GA</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mtext>k</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mtext>p</mml:mtext>
</mml:mrow>
</mml:msqrt>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mtext>h</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mtext>b</mml:mtext>
<mml:mtext>s</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</p>
<p>&#x2003;&#x2003;where</p>
<p>&#x2003;&#x2003;&#x3c3;<sup>2</sup>p = phenotypic variance</p>
<p>&#x2003;&#x2003;&#x3c3;<sup>2</sup>g = genotypic variance</p>
<p>
<inline-formula>
<mml:math display="inline" id="im5"><mml:mtext>&#x2003;&#x2003;</mml:mtext><mml:mover accent="true">
<mml:mi>X</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:math>
</inline-formula> = mean value</p>
<p>&#x2003;&#x2003;K-constant = 2.06 at 5% selection intensity</p>
</sec>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>The pollen viability data of 200 spring wheat lines grown under normal and terminal heat stress conditions were recorded for two crop periods, 2020&#x2013;2021 and 2021&#x2013;2022 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Tables S1, S2</bold>
</xref>). The descriptive statistical parameters for all 200 genotypes and for the pre-green revolution, post-green revolution, and modern wheat varieties were calculated (<xref ref-type="supplementary-material" rid="SM1">
<bold>Tables S1&#x2013;S5</bold>
</xref>). Pollen viability was determined as percentage of darkly stained pollens. Heat stress affected pollen viability in both years due to sensitivity of reproductive stage ~30&#xb0;C temperature. During 2020&#x2013;2021 under normal conditions, 100% pollen viability was recorded in 5 genotypes, 90%&#x2013;99% was recorded in 184 genotypes, 80%&#x2013;89% was recorded in 10 genotypes, and the minimum pollen viability (76%) was observed in commercial variety &#x201c;Sindhu-16&#x201d; released in 2016. Under heat stress conditions, 90%&#x2013;97% pollen viability was observed in 134 genotypes, 80%&#x2013;89% was observed in 49 genotypes, and 71-79% was observed in 14 genotypes. Low pollen viability was recorded in some wheat varieties&#x2014;Meraj-08 (66%), Gulzar-19 (66%), and Ujala-15 (62%) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref> and <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Microphotographs (10&#xd7;) of wheat high-tolerant lines <bold>(A, B)</bold> during 2020&#x2013;2021 and 2021&#x2013;2022 under control and heat stress conditions. <bold>(C, D)</bold> Susceptible wheat lines during 2020&#x2013;2021 and 2021&#x2013;2022 under control and heat stress conditions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064569-g001.tif"/>
</fig>
<p>During 2021&#x2013;2022 under normal conditions, 100% pollen viability was observed only in &#x201c;Gomal-08&#x201d;, 90%&#x2013;99% was observed in 165 genotypes, and 81%&#x2013;89% was observed in 32 genotypes. Low pollen viability was observed in two old varieties, Chakwal-86 (76%) and Punjab-96 (78%). Under heat stress conditions, 90%&#x2013;98% pollen viability was observed in 81 genotypes, 80%&#x2013;89% was observed in 76 genotypes, 70%&#x2013;78% was observed in 25 genotypes, and 60%&#x2013;67% was observed in 14 genotypes. Some wheat varieties including Janbaz-09 (57%), Ghazi-2019 (57%), Sindhu-16 (43%), and Manthar-2003 (0%), released after 2001, had very low pollen viability under heat stress conditions during the period 2021&#x2013;2022 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref> and <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<p>Data also showed that pollen viability of some genotypes under heat stress was less affected and had &gt;90% in both years. Moreover, this study showed that viable pollen grains of some genotypes had a smaller size in response to heat stress while some irregular shapes and smaller size were observed in non-viable pollen grains under heat stress (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The data showed broad genotypic variations for pollen viability under control and heat stress conditions in both years (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). ANOVA showed that genotypes and treatments had a significant effect on pollen viability (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). A significant genotype&#xa0;&#xd7;&#xa0;treatment (G&#xa0;&#xd7;&#xa0;T) interaction for pollen viability was also observed. The ANOVA results suggested that significant genotypic variation for pollen viability under normal and heat stress conditions could be used to improve pollen viability trait in wheat.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Microphotographs (10&#xd7;) of wheat lines under stressed conditions during 2020&#x2013;2021 and 2021&#x2013;2022. <bold>(A)</bold> Smaller size of viable pollen (red arrow) under stress conditions. <bold>(B)</bold> All sterile/non-viable pollens under stress. <bold>(C)</bold> Meraj-08 stained with Alexander&#x2019;s stain; the black arrow indicates non-viable pollen grains with a smaller size, the blue arrow indicates viable pollen grains, and the yellow arrow indicates non-viable pollen grains under stress conditions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064569-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Line plot showing the effect of heat stress on pollen viability in 200 spring wheat genotypes during the period 2020&#x2013;2021 <bold>(A)</bold> and 2021&#x2013;2022 <bold>(B)</bold>. The error bars indicate standard deviation (SD) in pollen viability.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064569-g003.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Analysis of variance (ANOVA) of pollen viability during 2020&#x2013;2021 and 2021&#x2013;2022.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Source of variation</th>
<th valign="top" align="center">df</th>
<th valign="top" align="center">Sum sq</th>
<th valign="top" align="center">Mean sq</th>
<th valign="top" align="center">
<italic>F</italic> value</th>
<th valign="top" align="center">Pr(&gt;<italic>F</italic>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Treatment</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">40,809</td>
<td valign="top" align="center">40,809</td>
<td valign="top" align="center">1126</td>
<td valign="top" align="center">&lt;2e-16 ***</td>
</tr>
<tr>
<td valign="top" align="left">Year</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">34,196</td>
<td valign="top" align="center">172</td>
<td valign="top" align="center">4.74</td>
<td valign="top" align="center">&lt;2e-16 ***</td>
</tr>
<tr>
<td valign="top" align="left">Genotypes</td>
<td valign="top" align="center">199</td>
<td valign="top" align="center">13,860</td>
<td valign="top" align="center">13,860</td>
<td valign="top" align="center">382</td>
<td valign="top" align="center">&lt;2e-16 ***</td>
</tr>
<tr>
<td valign="top" align="left">Treatment&#xa0;&#xd7;&#xa0;genotypes</td>
<td valign="top" align="center">199</td>
<td valign="top" align="center">19,810</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">2.75</td>
<td valign="top" align="center">&lt;2e-16 ***</td>
</tr>
<tr>
<td valign="top" align="left">Residuals</td>
<td valign="top" align="center">1,999</td>
<td valign="top" align="center">72,405</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT1_1">
<p>Significance codes: 0 &#x201c;***&#x201d;.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The heat susceptibility index is a useful criterion to select heat-tolerant genotypes. The genotypes with <italic>HSI</italic><sub><italic>pv</italic></sub> &lt; 0.5 were considered as heat tolerant, genotypes with <italic>HSI</italic><sub><italic>pv</italic></sub> 0.5&#x2013;0.99 were considered as moderately tolerant, and genotypes with <italic>HSI</italic><sub><italic>pv</italic></sub> &gt; 1.0 were considered as susceptible. During 2020&#x2013;2021, 50 genotypes were determined as tolerant, 76 genotypes were determined as moderately tolerant, and 74 genotypes were determined as susceptible. During 2021&#x2013;2022, 46 genotypes were found to be tolerant, 84 were found to be moderately tolerant, and 70 were found to be susceptible. However, 12 genotypes, viz., Chenab-70, Pari-73, Pak-81, MIH-21, Punjab-76, NIFA-Aman, NUWYT-63, Swabi-1, Nisnan-21, Frontana, Amin-2000, and Pirsabak-2004, were found to be heat tolerant in both periods (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Heat-tolerant line on the basis of <italic>HSI</italic><sub><italic>pv</italic></sub> in the period 2020&#x2013;2021 and 2021&#x2013;2022.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">S. No.</th>
<th valign="top" align="center">Names</th>
<th valign="top" align="center">Year of release</th>
<th valign="top" align="center">Pedigree</th>
<th valign="top" align="center"><italic>HSI</italic><sub><italic>pv</italic></sub> (2020&#x2013;2021)</th>
<th valign="top" align="center"><italic>HSI</italic><sub><italic>pv</italic></sub> (2021&#x2013;2022)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">Chenab-70</td>
<td valign="top" align="center">1970</td>
<td valign="top" align="left">C271/WI(E)//SON64 PK 146-12A-4A-0A</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">0.1</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="center">Pari-73</td>
<td valign="top" align="center">1973</td>
<td valign="top" align="left">CNO67//SN64/ KLRE/3/ 8156 II23584-303M-0Y-11A-1A-1436-OPAK</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.2</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="center">Pak-81</td>
<td valign="top" align="center">1981</td>
<td valign="top" align="left">KVZ//BUHO//KAL/ BB CM33027-F-15M-500Y-0M-76B-OY-OPAK</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="center">MH-21</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">WAXWING/4/SNI/TRAP#1/3/ KAUZ*2/TRAP//KAUZ/5/TECUE#1 CMSS06B00468S-0Y-099ZTM-099Y-099M-1W GY-0B</td>
<td valign="top" align="center">0.2</td>
<td valign="top" align="center">0.4</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="center">Punjab-76</td>
<td valign="top" align="center">1976</td>
<td valign="top" align="left">NAI60/CB151//S949/ 3/MEXIPAK PK6841-2A-2A-1A-0A</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="center">NIFA-Aman</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="left">PRL/2*PASTOR//PBW 343*2/ KUKUNA/3/ ROLY07 29CMSS04B00025T-0TOPY-09922TM-099Y-8W GY-0B</td>
<td valign="top" align="center">0.2</td>
<td valign="top" align="center">0.2</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="center">NUWYT-63</td>
<td valign="top" align="center">Advanced line</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="center">Swabi-1</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="left">ND643/2*WBLL1/4/WHEAR/KUKUNA/3/C80.1/3* BATA VIA//2*WBLL1CM SS08Y00234S-099Y-099M-099NJ-9W GY-0B</td>
<td valign="top" align="center">0.2</td>
<td valign="top" align="center">0.2</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="center">Nisnan-21</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">(NAC/TH_AC//3*PVN/3/MIRLO/BUC/4/*2PASTOR) /4/HUA234 1T.6T.4T.5T.8T.0T</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="center">Frontana</td>
<td valign="top" align="center">1940 (Brazilian)</td>
<td valign="top" align="left">FRONTEIRA/MENTANA</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="center">Amin-2000</td>
<td valign="top" align="center">2000</td>
<td valign="top" align="left">PASTOR/OPATA CM 110624-7M -020Y-010M-010SY-010M-0M -0Y</td>
<td valign="top" align="center">0.4</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="center">Pirsabak 2004</td>
<td valign="top" align="center">2004</td>
<td valign="top" align="left">KAUZ/STAR</td>
<td valign="top" align="center">0.2</td>
<td valign="top" align="center">0.4</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>To visualize the distribution of data and correlation of pollen viability under normal and heat stress conditions, scatter plots between pollen viability under normal conditions and <italic>HSI</italic><sub><italic>pv</italic></sub>, and pollen viability under heat stress conditions and <italic>HSI</italic><sub><italic>pv</italic></sub> were constructed. The scatter plot results revealed that pollen viability under normal conditions was positively correlated (<italic>R</italic> = 0.362**) with <italic>HSI</italic><sub><italic>pv</italic></sub> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Conversely, pollen viability under heat stress conditions was strongly and negatively correlated (<italic>R</italic> = &#x2212;0.776**) with <italic>HSI</italic><sub><italic>pv</italic></sub> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). These results indicated that under heat stress, genotypes with higher pollen viability could be selected as heat-tolerant genotypes with lower <italic>HSI</italic><sub><italic>pv</italic></sub>. To check the trend of heat tolerance improvement over the periods of wheat breeding history, violin plot was constructed using 2-years average data. The violin plot displayed a trend of improvement in pollen viability-based heat tolerance (<italic>HSI</italic><sub><italic>pv</italic></sub> &lt; 0.5) over the period of wheat breeding history. Some modern wheat varieties had lower values compared to those grouped in post-green revolution and pre-green revolution categories (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<bold>(A)</bold> Scatter plot between <italic>HSI</italic><sub><italic>pv</italic></sub> and pollen viability under normal conditions (PV_normal). <bold>(B)</bold> Scatter plot between <italic>HSI</italic><sub><italic>pv</italic></sub> and pollen viability under stress conditions (PV_stress).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064569-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Violin plot showing the trend of <italic>HSI</italic><sub><italic>pv</italic></sub> across pre-green revolution, post-green revolution, and modern wheat varieties.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064569-g005.tif"/>
</fig>
<p>To determine the effectiveness of pollen viability in wheat breeding programs, PCV%, GCV%, h<sup>2</sup>
<sub>bs</sub>, and GA were estimated. The PCV and GCV provided an insight into the nature of variation for pollen viability in the germplasm. Very minor difference between PCV% and GCV% under control and heat stress conditions indicated that large amount of variation was contributed by genetic components and less by environmental factors (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The values of PCV% and GCV% under heat stress were higher than normal conditions, suggesting pollen viability as a heat-responsive trait. Heritability estimate (h<sup>2</sup>
<sub>bs</sub>) under heat stress conditions (75.5%) was higher than that under normal conditions (67.3%) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Besides higher h<sup>2</sup>
<sub>bs</sub> estimate under heat stress, the value of GA for pollen viability under heat stress (26.1) was almost three times higher than the value under normal conditions (9.67).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Genetic parameters for pollen viability (%) under normal and heat stress conditions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-1064569-g006.tif"/>
</fig>
<p>Taken together, the results of PCV%, GCV%, h<sup>2</sup>
<sub>bs</sub>, GA, and scatter plots suggested that pollen viability was largely controlled by heritable genetic components and could be used as a strong selection criterion for heat-tolerant genotypes. The higher values of PCV%, GCV%, h<sup>2</sup>
<sub>bs</sub>, and GA under heat stress conditions suggested that pollen viability was highly responsive to heat stress and could be used as a key trait for the selection of heat-tolerant genotypes under elevated temperatures.</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Wheat is a heat-sensitive crop (<xref ref-type="bibr" rid="B2">Akter and Rafiqul Islam, 2017</xref>) and is susceptible to high temperature during vegetative and reproductive stages (<xref ref-type="bibr" rid="B4">Balla et&#xa0;al., 2019</xref>). The optimum temperature for spring wheat during anthesis and grain filling stages ranges from 12 to 22&#xb0;C (<xref ref-type="bibr" rid="B15">Farooq et al., 2011</xref>), and temperatures &gt;30&#xb0;C are reported to have a negative effect on the wheat yield and seed set (<xref ref-type="bibr" rid="B5">Barnabas et&#xa0;al., 2008</xref>). Breeding efforts for temperature tolerance in wheat are hampered due to less information on the heat tolerance mechanism and the unavailability of tolerant wheat genotypes. In such conditions, wheat breeders need genotypes that are highly tolerant against heat stress that support breeding programs for heat stress tolerance.</p>
<p>To determine how pollen viability of wheat responds to terminal heat stress at the reproductive stage, this study was performed to assess the effects of temperature stress on pollen viability of 200 diverse spring wheat genotypes under field conditions. Moreover, selection criteria based on the HSI method were used for identifying heat-tolerant wheat lines among all studied 200 lines of spring wheat under field conditions.</p>
<p>In the present study, heat stress &gt;~30&#xb0;C was observed during the reproductive stages and during the development of wheat under heat stress conditions that adversely affected pollen formation, fertilization, and seed set in genotypes (<xref ref-type="bibr" rid="B39">Saini et al., 1984</xref>; <xref ref-type="bibr" rid="B24">Kaushal et&#xa0;al., 2016</xref>). In wheat, pollen formation is the most heat-sensitive stage (<xref ref-type="bibr" rid="B40">SakataHigashitani, 2008</xref>). Heat stress-induced pollen sterility in wheat is largely due to irregularities during microsporogenesis (<xref ref-type="bibr" rid="B23">Jager et&#xa0;al., 2008</xref>). This high temperature during microsporogenesis decreased the floret fertility and thus caused pollen sterility, low pollen germination, and retarded pollen tube growth, and negatively affected fertilization (<xref ref-type="bibr" rid="B28">M&#xfc;ller and Rieu, 2016</xref>).</p>
<p>The results showed that heat stress reduced the pollen viability in both years. This decrease in pollen viability was due to heat stress at the reproductive stage, i.e., flowering stage. This finding is supported by the observation of <xref ref-type="bibr" rid="B10">Browne et&#xa0;al. (2021)</xref> that pollen viability and seed set of wheat are greatly reduced under high temperatures, i.e., 30&#xb0;C, at the flowering stage. Similarly, <xref ref-type="bibr" rid="B1">Aiqing et&#xa0;al. (2018)</xref> reported that wheat genotypes that bloomed and flowered in heat stress produced approximately 16% lower seed set compared to those that flowered in the morning; <xref ref-type="bibr" rid="B23">Jager et&#xa0;al. (2008)</xref> reported 35% reduction in pollen viability under 30&#xb0;C in wheat. These findings are in agreement with our results.</p>
<p>In the present study, many genotypes had high pollen viability under normal conditions and low pollen viability under stress conditions in both years. The result showed that during the first year, 2020&#x2013;2021, pollen viability of genotype Sindhu-16 (76%) under normal conditions and genotypes Meraj-08 (66%), Gulzar-19 (66%), and Ujala-15 (62%) under stress conditions was affected more negatively as compared to other genotypes. However, during the second year, 2021&#x2013;2022, genotypes Chakwal-86 (76%) and Punjab-96 (78%) under normal conditions and genotypes Janbaz (57%), Ghazi-2019 (57%), Sindhu-16 (43%), and Manthar-2003(0%) under stress conditions were affected and showed reduced pollen viability as compared to other genotypes. The decrease in pollen viability in wheat as a result of high temperature has been determined previously (<xref ref-type="bibr" rid="B46">Wheeler et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B33">Prasad et al., 2006</xref>; <xref ref-type="bibr" rid="B42">Sharma et al., 2013</xref>; <xref ref-type="bibr" rid="B26">Mamrutha et&#xa0;al., 2022</xref>).</p>
<p>The result confirmed that some genotypes had high pollen viability &gt;90% under heat stress in both seasons, and there was no effect on pollen shape and size. However, many genotypes showed an irregular shape and a smaller size of non-viable pollens, and some genotypes showed a smaller size of viable pollens under stress. These results are in agreement with some earlier researchers (<xref ref-type="bibr" rid="B37">SainiAspinall, 1982</xref>; <xref ref-type="bibr" rid="B38">Saini et al., 1983</xref>; <xref ref-type="bibr" rid="B36">Reynolds et al., 2012</xref>; <xref ref-type="bibr" rid="B6">Bhardwaj et al., 2017</xref>; <xref ref-type="bibr" rid="B30">Nasehzadeh and Ellis, 2017</xref>; <xref ref-type="bibr" rid="B26">Mamrutha et al., 2022</xref>).</p>
<p>The selection criteria in heat stress is based on various morphological and physiological performances under temperature stress conditions. Heat susceptible indices are considered the best selection criteria for evaluating heat-tolerant genotypes under heat stress conditions (<xref ref-type="bibr" rid="B6">Bhardwaj et al., 2017</xref>; <xref ref-type="bibr" rid="B43">Shenoda et&#xa0;al., 2021</xref>). The result showed that on the basis of <italic>HSI</italic><sub><italic>pv</italic></sub> , genotypes were grouped into three classes: highly tolerant, moderate, and susceptible. The heat susceptibility index showed that 12 genotypes, viz., Chenab-70, Pari-73, Pak-81, MIH-21, Punjab-76, NIFA-Aman, NUWYT-63, Swabi-1, Nisnan-21, Frontana, Amin-2000, and Pirsabak-2004, were found to be heat tolerant in both years (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These genotypes showed stability in high pollen viability across the years and could be useful genetic resources. The results confirmed highly significant differences (<italic>P</italic>&lt; 0.01) between the genotypes (G), between treatments (normal and heat stress), and in the genotypes (G)&#xa0;&#xd7;&#xa0;treatment (T) interaction for pollen viability. These results are in agreement with earlier reports (<xref ref-type="bibr" rid="B34">PrasadDjanaguiraman, 2014</xref>; <xref ref-type="bibr" rid="B32">Pimentel et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B47">Youldash et&#xa0;al., 2020</xref>). The violin plot revealed <italic>HSI</italic><sub><italic>pv</italic></sub> -based improvement in heat tolerance over a period of time. The decreasing values of <italic>HSI</italic><sub><italic>pv</italic></sub> in some modern wheat varieties are more likely due to indirect selection for pollen viability under elevated temperatures. Since pollen viability has very strong correlation with grains per spike, some modern varieties with higher pollen viability under heat stress would have been selected on the basis of higher number of grains per spike.</p>
<p>Pollen viability is an important trait for optimal seed setting and enhancing out-crossing potential of a genotype. To our knowledge, genetic estimates (PCV%, GCV%, h<sup>2</sup>
<sub>bs</sub>, and GA) for pollen viability are not reported so far. We are the first to report these genetic parameters, which provided an insight that variation in pollen viability is largely genetically controlled and less influenced by the environment. Furthermore, it is responsive to heat stress and have higher h<sup>2</sup>
<sub>bs</sub> and GA values under heat stress. A trait with high h<sup>2</sup>
<sub>bs</sub> estimate along with high GA estimate is considered to be heritable due to additive gene effects, and selection is effective in early generations (<xref ref-type="bibr" rid="B19">Gulnaz et&#xa0;al., 2011</xref>). Herein, the values of h<sup>2</sup>
<sub>bs</sub> (75.5%) and GA (26.1) for pollen viability under heat stress are higher than or comparable with most of the quantitative traits inherited due to additive effects (<xref ref-type="bibr" rid="B19">Gulnaz et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B44">Shivom et&#xa0;al., 2020</xref>). Based on these comparisons, pollen viability can be considered as inherited traits with additive effects and can be selected in early generations to improve genetic populations for higher pollen viability under heat stress conditions. Recently, a tightly linked marker [Excalibur_rep_c109881_701 (7A)] to pollen viability was reported to contribute 19.35% of the observed phenotypic variation (<xref ref-type="bibr" rid="B13">El Hanafi et&#xa0;al., 2021</xref>). The genome-wide association study for pollen viability traits could be rewarding in terms of discovering new marker trait associations.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>The present study determined that heat stress negatively affected pollen viability of most of the genotypes and also showed broad genotypic diversity for this trait. Some highly tolerant wheat lines were found on the basis of the heat susceptibility index, which are useful for future breeding programs. Few modern spring wheat varieties (released after 2001) were heat tolerant across the years, emphasizing the focus on pollen viability trait in present-day wheat breeding programs. The present findings showed that pollen viability is an important trait for screening heat-tolerant wheat genotypes. Moreover, pollen viability-based selection for heat-tolerant lines in early generation of a segregating population will be rewarding in selecting truly heat-tolerant lines.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>IK, executed the experiment, recorded and analyzed data and wrote the first draft; JW, critically reviewed and improved the draft as co-supervisor; MS, conceived the idea, supervised the research work and improved the student draft as her PhD supervisor. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Shandong Provincial Natural Science Foundation project (ZR2021ZD31).</p>
</sec>
<sec id="s9" sec-type="acknowledgment">
<title>Acknowledgments</title>
<p>The authors would like to thank Dr. Awais Rasheed (QAU), Dr. Armghan Shahzad (NIGAB, NARC). and Dr. Zahid Mahmood (CSI, NARC) for their aid in providing seed, planting, and managing field experiments at NARC. The authors would also like to thank Dr. Muhammad Umer (CUI) and Dr. Inam Afzal for their support in microscopy work.</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2022.1064569/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2022.1064569/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aiqing</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Somayanda</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Sebastian</surname> <given-names>S. V.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Gill</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>P. V. V.</given-names>
</name>
<etal/> </person-group>. (<year>2018</year>). <article-title>Heat stress during flowering affects time of day of flowering, seed set and grain quality in spring wheat</article-title>. <source>Crop Sci.</source> <volume>58</volume>, <fpage>380</fpage>&#x2013;<lpage>392</lpage>. doi:&#xa0;/<pub-id pub-id-type="doi">10.2135/cropsci2017.04.0221</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Akter</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Rafiqul Islam</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Heat stress effects and management in wheat.A review</article-title>. <source>Agron. Sustain. Dev</source> <volume>37</volume>, <issue>5</issue>, <fpage>1</fpage>&#x2013;<lpage>17</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s13593-017-0443-9</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Allard</surname> <given-names>R. W.</given-names>
</name>
</person-group> (<year>1960</year>). <source>Principles of plant breeding</source> (<publisher-loc>New York</publisher-loc>: <publisher-name>John Wiley and Sons, Inc.</publisher-name>).</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Balla</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Karsai</surname> <given-names>I.</given-names>
</name>
<name>
<surname>B&#xf3;nis</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Kiss</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Berki</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Horv&#xe1;th</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Heat stress responses in a large set of winter wheat cultivars (<italic>Triticum aestivum</italic> l.) depend on the timing and duration of stress</article-title>. <source>PLoS One</source> <volume>14</volume>(<issue>9</issue>):<elocation-id>e0222639</elocation-id> doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0222639</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barnab&#xe1;s</surname> <given-names>B.</given-names>
</name>
<name>
<surname>J&#xe4;ger</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Feh&#xe9;r</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>The effect of drought and heat stress on reproductive processes in cereals</article-title>. <source>Plant Cell Environ.</source> <volume>31</volume>, <fpage>11</fpage>&#x2013;<lpage>38</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3040.2007.01727.x</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhardwaj</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>B. K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Determination of heat susceptibility indices for some quantitative traits in bread wheat (<italic>Triticum aestivum</italic> l. em. thell.)</article-title>. <source>Int. J. Pure App. Biosci.</source> <volume>5</volume> (<issue>2</issue>), <fpage>230</fpage>&#x2013;<lpage>239</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.18782/2320-7051.2853</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bheemanahalli</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sunoj</surname> <given-names>V. S. J.</given-names>
</name>
<name>
<surname>Saripalli</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>P. V. V.</given-names>
</name>
<name>
<surname>Balyan</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>P. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Quantifying the impact of heat stress on pollen germination, seed set, and grain filling in spring wheat</article-title>. <source>Crop Sci.</source> <volume>59</volume>, <fpage>684</fpage>&#x2013;<lpage>696</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2135/cropsci2018.05.0292</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bita</surname> <given-names>C. E.</given-names>
</name>
<name>
<surname>Gerats</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Plant tolerance to high temperature in a changing environment: scientific fundamentals and production of heat stresstolerant crops</article-title>. <source>Front. Plant Sci.</source> <volume>4</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2013.00273</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bokszczanin</surname> <given-names>K. L.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Solanaceae pollen thermotolerance initial training network (SPOT-ITN) consortium, fragkostefanakis s perspectives on deciphering mechanisms underlying plant heat stress response and thermotolerance</article-title>. <source>Front. Plant Sci.</source> <volume>4</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2013.00315</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Browne</surname> <given-names>R. G.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S. F.</given-names>
</name>
<name>
<surname>Iacuone</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Dolferus</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Parish</surname> <given-names>R. W.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Differential responses of anthers of stress tolerant and sensitive wheat cultivars to high temperature stress</article-title>. <source>Planta</source> <volume>254</volume>, <elocation-id>4</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00425-021-03656-7</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dafni</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Firmage</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Pollen viability and longevity: practical, ecological and evolutionary implications</article-title>. <source>Plant Syst. Evol.</source> <volume>222</volume>, <fpage>113</fpage>&#x2013;<lpage>132</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/BF00984098</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Storme</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Geelen</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The impact of environmental stress on male reproductive development in plants: biological processes and molecular mechanisms</article-title>. <source>Plant Cell Environ.</source> <volume>37</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/pce.12142</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El Hanafi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cherkaoui</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kehel</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Al-Abdallat</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Tadesse</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Genome-wide association and prediction of Male and female floral hybrid potential traits in elite spring bread wheat genotypes</article-title>. <source>Plants</source> <volume>10</volume> (<issue>5</issue>), <elocation-id>895</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants10050895</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="web">
<person-group person-group-type="author">
<collab>FAOSTAT</collab>
</person-group>. Available at: <uri xlink:href="http://www.fao.org/faostat/en/">http://www.fao.org/faostat/en/#data/QC</uri> (Accessed <access-date>24 January 2021</access-date>). Kempe, K.; Rubtsova, M.; Gils, M. <article-title>Split-Gene System for Hybrid Wheat Seed Production</article-title>. <source>Proc. Natl. Acad. Sci. USA</source> <issue>2014</issue>, <volume>111</volume>, <lpage>9097</lpage>&#x2013;<lpage>9102</lpage>. [Cr.</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Farooq</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Khaliq</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Kashif</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Rehman</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Inheritance pattern of yield attributes in spring wheat at grain filling stage in different temperature regimes</article-title>. <source>Aust. J. Crop Sci.</source> <volume>5</volume>, <fpage>1745</fpage>&#x2013;<lpage>1753</lpage>.</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferris</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Ellis</surname> <given-names>R. H.</given-names>
</name>
<name>
<surname>Wheeler</surname> <given-names>T. R.</given-names>
</name>
<name>
<surname>Hadley</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Effect of high temperature stress at anthesis on grain yield and biomass of field-grown crops of wheat</article-title>. <source>Ann. Bot.</source> <volume>82</volume>, <fpage>631</fpage>&#x2013;<lpage>639</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1006/anbo.1998.0740</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fischer</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Maurer</surname> <given-names>R. O.</given-names>
</name>
</person-group> (<year>1978</year>). <article-title>Crop temperature modification and yield potential in a dwarf spring wheat</article-title>. <source>Crop Sci</source> <volume>16</volume>, <fpage>855</fpage>&#x2013;<lpage>859</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2135/cropsci1976.0011183X001600060031x</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gohar</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sajjad</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zulfiqar</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Rahman</surname> <given-names>M.-u.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Domestication of newly evolved hexaploid wheat&#x2013;a journey of wild grass to cultivated wheat</article-title>. <source>Front Genet</source> <volume>13</volume>, <elocation-id>1022931</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fgene.2022.1022931</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gulnaz</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sajjad</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Khaliq</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Khan and S.H. Khan</surname> <given-names>A. S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Relationship among coleoptile length, plant height and tillering capacity for developing improved wheat varieties</article-title>. <source>Int. J. Agric. Biol.</source> <volume>13</volume>, <fpage>130</fpage>&#x2013;<lpage>133</lpage>.</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gulnaz</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zulkiffal</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Sajjad</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ahmed</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Musa</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Abdullah</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Identifying Pakistani wheat landraces as genetic resources for yield potential, heat tolerance and rust resistance</article-title>. <source>Intl. J. Agric. Biol.</source> <volume>21</volume>, <fpage>520</fpage>&#x2013;<lpage>526</lpage>.</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Impe</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Reitz</surname> <given-names>J.</given-names>
</name>
<name>
<surname>K&#xf6;pnick</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Rolletschek</surname> <given-names>H.</given-names>
</name>
<name>
<surname>B&#xf6;rner</surname> <given-names>A.</given-names>
</name>
<name>
<surname>A. Senula</surname>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Assessment of pollen viability for wheat</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>, <elocation-id>1588</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2019.01588</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<collab>IPCC</collab>
</person-group> (<year>2018</year>). <source>Global warming of 1.5&#xb0;C. an IPCC special report on the impacts of global warming of 1.5&#xb0;C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty</source> (<publisher-loc>Geneva</publisher-loc>: <publisher-name>IPCCWorld Meteorological Organization</publisher-name>).</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jager</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Fabian</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Barnabas</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Effect of water deficit and elevated temperature on pollen development of drought sensitive and tolerant winter wheat (<italic>Triticum aestivum</italic> l.) genotypes</article-title>. <source>Acta Biologica Szegediensis</source> <volume>52</volume> (<issue>1</issue>), <fpage>67</fpage>&#x2013;<lpage>71</lpage>.</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaushal</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Bhandari</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Siddique</surname> <given-names>K. H. M.</given-names>
</name>
<name>
<surname>Nayyar</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Food crops face rising temperatures: an overview of responses, adaptive mechanisms, and approachesto improve heat tolerance</article-title>. <source>Cogent Food Agric.</source> <volume>2</volume>, <elocation-id>1</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/23311932.2015.1134380</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mamrutha</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Rinki</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Venkatesh</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Gopalareddy</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Mishra</surname> <given-names>C. N.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Impact of high night temperature stress on different growth stages of wheat</article-title>. <source>Plant Physiol. Rep.</source> <volume>25</volume>, <fpage>707</fpage>&#x2013;<lpage>715</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40502-020-00558-w</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mamrutha</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Khobra</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Krishnappa</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>S. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Pollen viability as a potential trait for screening heat-tolerant wheat (<italic>Triticum aestivum</italic> l.)</article-title>. <source>Funct. Plant Biol.</source> <volume>49</volume> (<issue>7</issue>), <fpage>625</fpage>&#x2013;<lpage>633</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/FP21096</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masthigowda</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Khobra</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Krishnappa</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>S. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Pollen viability as a potential trait for screening heat-tolerant wheat (Triticum aestivum l.)</article-title>. <source>Funct. Plant Biol.</source> <volume>49</volume> (<issue>7</issue>), <fpage>625</fpage>&#x2013;<lpage>633</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/FP21096</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>M&#xfc;ller</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Rieu</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Acclimation to high temperature during pollen development</article-title>. <source>Plant Reprod.</source> <volume>29</volume>, <fpage>107</fpage>&#x2013;<lpage>118</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00497-016-0282-x</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Narayanan</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Tamura</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Roth</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>P. V. V.</given-names>
</name>
<name>
<surname>Welti</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Wheat leaf lipids during heat stress: I. high day and night temperatures result in major lipid alterations: wheat leaf lipid composition during heat stress</article-title>. <source>Plant Cell Environ.</source> <volume>39</volume>, <fpage>787</fpage>&#x2013;<lpage>803</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/pce.12649</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nasehzadeh</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ellis</surname> <given-names>R. H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Wheat seed weight and quality differ temporally in sensitivity to warm or cool conditions during seed development and maturation</article-title>. <source>Ann. Bot.</source> <volume>120</volume>, <fpage>479</fpage>&#x2013;<lpage>493</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/aob/mcx074</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okechukwu</surname> <given-names>E. C.</given-names>
</name>
<name>
<surname>Agbo</surname> <given-names>C. U.</given-names>
</name>
<name>
<surname>Uguru</surname> <given-names>M. I.</given-names>
</name>
<name>
<surname>Ogbonnaya</surname> <given-names>F. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Germplasm evaluation of heat tolerance in bread wheat in tel hadya, Syria, chil</article-title>. <source>J. Agric. Res.</source> <volume>76</volume>, <fpage>9</fpage>&#x2013;<lpage>17</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4067/S0718-58392016000100002</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pimentel</surname> <given-names>A. J. B.</given-names>
</name>
<name>
<surname>do</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>de</surname> <given-names>A. S.</given-names>
</name>
<name>
<surname>Rocha</surname> <given-names>C.</given-names>
</name>
<name>
<surname>de Souza</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Ribeiro</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Characterization of heat tolerance in wheat cultivars and effects on production components, rev</article-title>. <source>Ceres</source> <volume>62</volume> (<issue>2</issue>), <fpage>191</fpage>&#x2013;<lpage>198</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1590/0034-737X201562020009</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prasad</surname> <given-names>P. V. V.</given-names>
</name>
<name>
<surname>Boote</surname> <given-names>K. J.</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>L. H.</given-names>
<suffix>Jr.</suffix>
</name>
<name>
<surname>Sheehy</surname> <given-names>J. E.</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>J. M. G.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Species, ecotype and cultivar differences in spikelet fertility and harvest index of rice in response to high temperature stress</article-title>. <source>Field Crops Res.</source> <volume>95</volume>, <fpage>398</fpage>&#x2013;<lpage>411</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fcr.2005.04.008</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prasad</surname> <given-names>P. V. V.</given-names>
</name>
<name>
<surname>Djanaguiraman</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Response of floret fertility and individual grain weight of wheat to high temperature stress: sensitive stages and thresholds for temperature and duration</article-title>. <source>Funct. Plant Biol.</source> <volume>41</volume>, <fpage>1261</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/FP14061</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="web">
<person-group person-group-type="author">
<collab>R Core Team</collab>
</person-group> (<year>2021</year>) <source>(Version 4.1) [Computer software]</source>. Available at: <uri xlink:href="https://cran.r-project.org">https://cran.r-project.org</uri>.</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reynolds</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Foulkes</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Furbank</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Griffiths</surname> <given-names>S.</given-names>
</name>
<name>
<surname>King</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Murchie</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Achieving yield gains in wheat: achieving yield gains in wheat</article-title>. <source>Plant Cell Environ.</source> <volume>35</volume>, <fpage>1799</fpage>&#x2013;<lpage>1823</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3040.2012.02588.x</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saini</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Aspinall</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>1982</year>). <article-title>Abnormal sporogenesis in wheat (<italic>Triticum aestivum</italic> l.) induced by short periods of high temperature</article-title>. <source>Ann. Bot.</source> <volume>49</volume>, <fpage>835</fpage>&#x2013;<lpage>846</lpage>. Available at:  <uri xlink:href="http://www.jstor.org/stable/42756806">http://www.jstor.org/stable/42756806</uri>.</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saini</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Sedgley</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Aspinall</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>1983</year>). <article-title>Effect of high temperature stress during floral development on pollen tube growth and ovary anatomy in wheat (<italic>Triticum aestivum</italic> l.)</article-title>. <source>Aust. J. Plant Physiol.</source> <volume>10</volume> (<issue>2</issue>), <fpage>137</fpage>&#x2013;<lpage>144</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/PP9830137</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saini</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Sedgley</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Aspinall</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>1984</year>). <article-title>Development anatomy in wheat of male sterility induced by heat stress, water deficit or abscisic acid</article-title>. <source>Funct. Plant Biol.</source> <volume>11</volume>, <elocation-id>243</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/PP9840243</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sakata</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Higashitani</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Male Sterility accompanied with abnormal anther development in plants&#x2013;genes and environmental stresses with special reference to high temperature injury</article-title>. <source>Int. J. Plant Dev. Biol.</source> <volume>2</volume>, <fpage>42</fpage>&#x2013;<lpage>51</lpage>.</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chandra Pandey</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Mamrutha</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>N. K.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>G. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Genotype&#x2013;phenotype relationships for high temperature tolerance: an integrated method for minimizing phenotyping constraints in wheat</article-title>. <source>Crop Sci.</source> <volume>59</volume>, <fpage>1973</fpage>&#x2013;<lpage>1982</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2135/cropsci2019.01.0055</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rawat</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Verma</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jaiswal</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Correlation and heat susceptibility index analysis for terminal heat tolerance in bread wheat</article-title>. <source>J. Cent. Eur. Agric.</source> <volume>14</volume> (<issue>2</issue>), <fpage>57</fpage>&#x2013;<lpage>66</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5513/JCEA01/14.2.1233</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shenoda</surname> <given-names>J. E.</given-names>
</name>
<name>
<surname>Marwa</surname> <given-names>N. M. E. S.</given-names>
</name>
<name>
<surname>Sanad</surname> <given-names>N. M. E.</given-names>
</name>
<name>
<surname>Rizkalla</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>El-Assal</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>R. T.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Effect of long-term heat stress on grain yield, pollen grain viability and germinability in bread wheat (<italic>Triticum aestivum</italic> l.) under field conditions</article-title>. <source>Sci. Direct</source>. <elocation-id>e07096</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.heliyon.2021.e07096</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shivom</surname>
</name>
<name>
<surname>Singh</surname> <given-names>S. V.</given-names>
</name>
<name>
<surname>Saini</surname> <given-names>P. K.</given-names>
</name>
<name>
<surname>Tripathi</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Saxena</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Study of heritability and genetic advance for yield and its contributing traits in bread wheat (<italic>Triticum aestivum</italic> l.)</article-title>. <source>Int. J. Chem. Stud.</source> <volume>8</volume> (<issue>3</issue>), <fpage>1079</fpage>&#x2013;<lpage>1082</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.22271/chemi.2020.v8.i3n.9342</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="web">
<person-group person-group-type="author">
<collab>The jamovi project</collab>
</person-group> (<year>2022</year>) <source>(Version 2.3)</source>. Available at: <uri xlink:href="https://www.jamovi.org">https://www.jamovi.org</uri>.</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wheeler</surname> <given-names>T. R.</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>T. D.</given-names>
</name>
<name>
<surname>Ellis</surname> <given-names>R. H.</given-names>
</name>
<name>
<surname>Batts</surname> <given-names>G. R.</given-names>
</name>
<name>
<surname>Morison</surname> <given-names>J. I. L.</given-names>
</name>
<name>
<surname>Hadley</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>The duration and rate of grain growth, and harvest index, of wheat ( <italic>Triticum aestivum</italic> l.) in response to temperature and CO 2</article-title>. <source>J. Exp. Bot.</source> <volume>47</volume>, <fpage>623</fpage>&#x2013;<lpage>630</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/47.5.623</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Youldash</surname> <given-names>K. M.</given-names>
</name>
<name>
<surname>Barutcular</surname> <given-names>C.</given-names>
</name>
<name>
<surname>El Sabagh</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Toptas</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Kayaalp</surname> <given-names>G. T.</given-names>
</name>
<name>
<surname>Hossain</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Evaluation of grain yield in fiftyeight spring bread wheat genotypes grown under heat stress</article-title>. <source>Pakistan J. Bot.</source> <volume>52</volume>, <fpage>33</fpage>&#x2013;<lpage>42</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.30848/pjb2020-1(24)</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>