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. 2026 Feb 10;17(1):2626180. doi: 10.1080/21645698.2026.2626180

Advancing climate adaptation in saffron through CRISPR-based modulation of stress tolerance and photoperiodic flowering control

Qudrat Ullah a, Waqas Haider a, Muhammad Zeshan a, Muhammad Waqar a, Muhammad Tayyab Arshad b,, Humaira Parveen c, Sayeed Mukhtar c, Ahmadullah Zahir d,
PMCID: PMC12893690  PMID: 41664621

ABSTRACT

Saffron (Crocus sativus L.) is a high-value crop known for its intricate harvesting process and limited production due to factors like triploid sterility and specific climatic needs. This review discusses biotechnological methods, particularly CRISPR/Cas9 genome editing, aimed at improving heat and drought tolerance and achieving year-round flowering. Such genetic edits as evidenced with experimental CRISPR/Cas9 systems that reach up to 70% callus initiation in saffron. Cultivation efficiency and quality are increased in Hydroponic systems and synthetic bioreactors, which have been proven in trials in non-traditional areas such as North Bengal, India. Nonetheless, internationalization threatens the market value and cultural integrity of saffron, and such measures as fair-trade labels, GI laws, and cooperatives of stakeholders must be implemented fairly and equally.

KEYWORDS: Apo carotenoids, biotechnology, CRISPR/Cas9, hydroponics, saffron, synthetic biology

1. Introduction

Saffron, also referred to as red gold, is highly threatened by triploid sterility, climate-specific conditions, and effects of climate change, which have resulted in decreased production in the major producers such as Iran and Kashmir.1–3 The necessity of biotechnological interventions can be justified by its economic and cultural importance that is predetermined by the presence of apocarotenoids with therapeutic effects.4 In this review, the authors will analyze the possibilities of genome editing, especially CRISPR/Cas9, to increase stress tolerance and allow flowering throughout the year, overcoming the reproductive and environmental limitations. It thrives in Mediterranean-type climates, where cool, wet winters transition into hot, dry summer conditions that are ideal for saffron, a geophyte adapted to arid and semi-arid regions. Its drought tolerance and dormancy for up to five months in the absence of irrigation provide it with unique adaptability.5 In Iran, annual flood irrigation practices amount to 3000 m3, with irrigation intervals from October to November, ending in mid-May, owing to fungal infections.6 In Morocco, irrigation varies from 350 to 500 mm ha-1 per week in the fall and twice weekly in winter and spring.6 Saffron also displays high salinity tolerance, contributing to its growth in these regions.7

Saffron cultivation is climatically specific, with ideal growing conditions at various elevations and rainfall levels. In Italy, it is cultivated at elevations of 600–1200 m above sea level (AMSL) with 700 mm of rainfall.8 Similarly, Spain’s La Mancha region grows saffron at 610 m AMSL, whereas Sahr-Kord in Iran can support saffron cultivation at 2066 m AMSL.9,10 The ideal temperature range for saffron growth is between 5.9°C and 18.6°C, with optimum annual rainfall ranging from 420 to 1370 mm.11,12 Well-drained soils with a clay, calcareous, or sandy loam texture, and a pH between 6.3 and 8.3 are preferred for saffron cultivation, as observed in Jammu and Kashmir.13 These specific conditions limit the global cultivation of saffron and make it highly susceptible to environmental changes (Figure 1).

Figure 1.

Figure 1.

Hypothetical radial diagram of the ecological constraints of saffron, which is reliant on examined environmental data of the conventional areas.

The life cycle of saffron is seasonal and temperature- and moisture-dependent. The development of leaves and flowers is triggered by mitosis in dormant corms, which responds to lowering humidity and rising temperatures in late summer.14 Irrigation in early August supports reproductive differentiation and enhances stigma yield, while irrigation in early July favors vegetative growth at the expense of flower production.15 Flower initiation is significantly influenced by soil moisture, which affects both the quantity and quality of flowers.16 As a short-day plant, saffron flowering is photoperiod-dependent and regulated by phytochromes and cryptochromes that sense red and blue light, with high blue light advancing flowering and increasing stigma yield and crocin production.17

Saffron’s economic value is reflected in its high price, ranging from 5000 to EUR 40,000 per kilogram, driven by labor-intensive production.18 Each flower yields only three stigmas, requiring approximately 75,000 flowers per pound of saffron.19 Harvesting is manual and typically performed by women, and propagation is primarily vegetative, using corms, in regions such as Kashmir.20 This labor-intensive process, coupled with its specific ecological needs, reinforces the status of saffron as one of the most expensive spices globally.

Saffron is not only economically valuable but also culturally significant. It is used extensively in cooking worldwide because of its color, flavor, and bioactive compounds, including crocin, picrocrocin, and safranal, which also have therapeutic properties such as anticancer, antioxidant, and antidepressant effects.21 The medicinal benefits of saffron are comparable to those of fluoxetine, with potential applications in treating neurodegenerative and respiratory diseases, including complications associated with SARS-CoV-2.22,23 In many cultures, particularly in Persia, India, and the Mediterranean, saffron symbolizes luxury and is deeply ingrained in tradition. Climate change poses a significant threat to saffron cultivation by disrupting the temperature and water availability.24 The sprouting of Saffron corms requires specific temperature conditions—23–25°C during the day in September, with flowering initiated at 17°C daytime and 10°C nighttime temperatures (Anuar, Taha, Abdullah, Nazira, & Abdumutalovna,15). In regions such as Kashmir, erratic precipitation during the pre-flowering stages causes water stress, impairing corm sprouting and flowering.20 Unseasonal rains and temperature drops in October, along with heat stress exceeding 35°C, can significantly damage stigma development, reduce overall yield.20

Saffron production has declined because of climate variability. For instance, in Jammu and Kashmir, the area cultivated for saffron and its productivity declined by 83% and 72%, respectively, from 1997 to 2015.25,25 Iran also faces limitations due to erratic rainfall and soil depletion, whereas Morocco struggles with abiotic stresses and soil degradation.26,27 Furthermore, climate-induced challenges, such as weed infestations by Euphorbia helioscopia in Kashmir, exacerbate production losses.28,29 These factors underscore the urgent need for biotechnological solutions to safeguard the future of saffron and ensure its sustainability. Saffron’s unique position as a high-value spice is not only due to its precious bioactive compounds but also to its genetic and environmental constraints. The triploid genome of saffron, coupled with its specific environmental requirements, makes traditional breeding techniques challenging and limits its cultivation potential. Additionally, saffron cultivation faces genetic and environmental “biological locks,” which restrict its ability to adapt to broader environments and scale of production.27,30 The analysis of wild relatives and ecotypes adapted to local environments can provide some useful information on how these limitations should be overcome. Based on these, biotechnological applications, including genetic engineering and tissue culture, can help to unlock the potential of saffron by increasing its adaptiveness and scalability.5,31 Although saffron is a high-value crop, its cultivation is limited by environmental stresses and the impacts of climate change. Saffron is genetically and ecologically specialized, such that traditional approaches to cultivation face limitations in terms of adaptability and scalability.30 Although numerous studies have been conducted on the biological properties of saffron, there remains an unmet need for biotechnological interventions to address these challenges. This study investigated how biotechnological methods (i.e., genetic engineering and tissue culture) can improve the sustainability and adaptability of saffron crops. The primary aims are to (1) generalize the experimental results on the use of CRISPR to enhance saffron, (2) assess the increase in yields and quality and (3) to comment on the regulatory and socioeconomic consequences of sustainable cultivation worldwide. This review provides such gaps with existing experimental evidence, such as CRISPR-mediated callus production with an efficiency of 70%32 and successful trials with saffron in non-traditional Himalayan regions with quality changes in location,33 which gives evidence-based solutions to sustainability problems in saffron and encourage its planting.

Key Takeaways: Saffron is genetically sterile and susceptible to climate, which poses a danger to the production. The solutions to increased resilience and yield are provided through biotechnological tools such as CRISPR. Goals are geared toward evidence-based adjustments toward sustainable world cultivation.

2. Genetic and Environmental Constraints in Saffron

2.1. Genetic Architecture

The triploid genome of saffron (2n = 3x = 24) prevents sexual reproduction, making traditional breeding infeasible.5 Its karyotype, with eight triplets of varied chromosome types, disrupts meiosis, producing defective pollen and megaspores.34,35 This limits the vegetative propagation of saffron via corms, thus restricting genetic diversity.36,37 Unlike some triploids, saffron lacks fertility restoration through hexaploidization.38 As a single sterile cultivar, it relies on somatic mutations for genetic variation,39,40 necessitating biotechnological solutions such as CRISPR to overcome sterility. Saffron’s value stems from the apocarotenoids crocin, picrocrocin, and safranal, which confer color, flavor, and aroma. They are synthesized via carotenoid cleavage dioxygenases (CCDs), aldehyde dehydrogenases (ALDHs), and UDP-glycosyltransferases (UGTs).41 Crocins, which are glycosylated crocetin, are the most valuable and accumulate in the stigmas.41 Transcriptomic analyses of C. sativus have identified key genes involved in enhanced production.42 Figure 2 defines biochemical conversion of carotenoid to useful apocarotenoid, such as crocin and safranal, in stigma cells of saffron under the catalysis of enzymes like CsCCD2 and CsALDH. It shows that heat stress and CRISPR/Cas9 editing can increase the major genes to boost production, which provides an opportunity to sustain quality in changing conditions. The result of this process shows the possibility of using genetic engineering to enhance saffron’s therapeutic contents. Environmental factors such as temperature and water availability affect gene expression and stigma phytochemicals.43 These insights will guide metabolic engineering to improve the quality and yield of saffron.

Figure 2.

Figure 2.

Saffron apocarotenoid biosynthesis pathway flowchart, which is backed by experimental evidence of transcriptomics.

2.2. Environmental Triggers

Saffron flowering, as a short-day plant, is regulated by photoperiod through phytochromes A and B (red light) and cryptochromes (blue light), modulating gene expression based on light and day length.44 Red light boosts corm hormone and nutrient content, enhancing stigma yield, whereas blue light (150 ± 10 µmol·m−2 ·−1) advances flowering by 5–6 days.45 A 10 h light/14 h dark photoperiod maximizes stigma weight, whereas a 16 h light/8 h dark photoperiod reduces flowering to 33% versus 75% under natural conditions.46 Light quality upregulates crocin synthesis, offering the potential for controlled environments to improve flowering consistency.44 High temperatures above 35°C during stigma development cause cellular damage, reduce saffron yield and quality.15 Figure 3 illustrates the manner by which CRISPR/Cas9 attacks the CsHSP70 gene to make saffron more heat-tolerant by repairing DNA strands of DNA that have been broken in two, which is increased in heat conditions. It demonstrates how the mechanism of enhancing thermotolerance of edited genes protects stigma cells against heat damage and yield stability. It is a genetic approach to the reduction of climate-related stress. Optimal flower initiation occurs at 23°C germination and 16°C transfer, yielding 2.87 ± 0.20 flowers per plant in 17 days.15 Low temperatures (10°C) during dormancy breaking inhibit flowering, and frost shrivels stigmas.47,48 High summer temperatures (23–27°C for over 50 days) support corm development, but excessive heat disrupts it49 This narrow temperature window limits cultivation and highlights the need for genetic modifications to enhance thermal resilience.

Figure 3.

Figure 3.

Theoretical scheme of CRISPR/Cas9 editing mechanism of saffron heat tolerance based on experimentation of rice and wheat.

2.3. Lessons from Nature

Crocus cartwrightianus, the saffron’s closest wild relative, provides insights into resilience and genetic diversity. Phylogenetic and FISH analyses suggested C. sativus arose from the fusion of two C. cartwrightianus genomes, or possibly with C. pallasii subsp. Pallasii.50 C. cartwrightianus showed greater adaptability to stress owing to genetic variability. RAPD and ISSR markers revealed minimal molecular differences between C. sativus and C. cartwrightianus, but RAPD indicated diversity in Kashmiri clones50 MS-AFLP detects variable methylation in C. sativus genes, driving phenotypic diversity despite the low genetic variation.50 C. cartwrightianus offers the potential to introduce stress-tolerant traits into saffron via biotechnology. The saffron physiology varies by region, reflecting local adaptation. In Italy’s Abruzzo, selecting larger corms yielded higher flowers and larger stigmas than Iranian accessions.51 Barisciano accessions exhibit earlier leaf emergence and larger corm diameters, which are linked to better water and nutrient access.52 Iranian saffron from Khorasan has lower flower yields but genetic similarity due to corm exchanges53. AFLP markers distinguish Spanish and Italian populations from Iranian populations, with Barisciano being closer to certain Iranian populations52. SRAP markers showed low polymorphism (PIC = 0.150) in Iranian accessions, reflecting vegetative propagation53. These differences guide region-specific biotechnological intervention. Figure 4 demonstrates an interaction between the genetic constraints of saffron, including triploid sterility, and environmental pressures to create its problems in cultivation, and biotechnological interventions, such as CRISPR, can provide opportunities to increase resilience and yield. It accentuates how the stress-tolerant characteristics of wild relatives are identified through the process of iteration and how the targeted gene edits are implemented to eliminate these limitations. This cycle highlights the possibility of sustainable production by a combination of genetic and environmental approaches. Table 1 highlights the environmental problems and biotechnological solutions to growing saffron in the traditional and potential areas, where it can be projected that 15–20% yield increment can be achieved upon trial implementation. It highlights biotechnological interventions, such as CRISPR/Cas9 editing for heat and drought tolerance and hydroponic solutions to enhance yield stability. Data from established references and recent trials underscore mitigation strategies, projecting 15–20% yield improvements. The table supports the article’s focus on overcoming ecological barriers for global saffron production, ensuring scalability, and resilience against climate change. These projections have been supported by experimental data, including trials of aeroponic in North Bengal where breakthroughs in non-traditional cultivation have been achieved89 as well as pot-based systems in Mediterranean-like systems with up to 15 kg/ha and increased stigma production20.

Figure 4.

Figure 4.

Hypothetical cyclic scheme of the genetic and biotechnological cycle of saffron, in which the reviewed strategies are combined in an experimental scheme that is not directly tested.

Table 1.

Ecological constraints and mitigation strategies across saffron-growing regions.

Parameter Value/Condition Region Limitation/Impact Biotech Mitigation Cultivation Mitigation Expected Outcome Source
Climatic Constraints
Temperature (optimal) 15–25°C Kashmir Below 15°C delays corm sprouting; above 25°C reduces flowering Overexpression ofCsHSP70 Greenhouse with IoT-controlled cooling54 20% increase in flowering rate 15,50,55
Temperature (max threshold)  > 35°C Iran Heat stress reduces stigma biomass by 40–60% CRISPR knock-in ofCsDREB1A Shade nets + evaporative cooling 15% yield retention under heatwave 56–58
Temperature (min threshold)  < 5°C Canada Corm dormancy prolonged; no emergence EditCsFTpromoter for vernalization independence Soilless cultivation with root-zone heating Enable autumn flowering in cold climates 59,60
Diurnal fluctuation  > 20°C Qatar Disrupts metabolic synchronization; reduces crocin accumulation Knockdown of CsPSEUDO-RESPONSE REGULATOR Controlled-environment hydroponics (CEH) Stabilized apocarotenoid biosynthesis 41
Rainfall (annual) 300–500 mm Italy Excess rainfall increases fungal risk (Fusarium) RNAi silencing ofCsPR1susceptibility gene Raised beds + hydroponics 30% reduction in root rot incidence 61,62
Rainfall (pre-flowering) 100–150 mm Kashmir Insufficient rainfall reduces corm biomass by 50% Overexpression ofCsNCED(ABA biosynthesis) Drip irrigation + moisture sensors 25% higher corm weight 56,58,63
Rainfall (post-harvest)  < 50 mm Iran Low moisture limits daughter corm development CRISPRa activation ofCsEXPANSIN Substrate moisture retention (hydrogel) 30% increase in cormlet formation 64
Photoperiod (inductive) 12–14 h light Global Short days trigger flowering; long days suppress EditCsCO/FTmodule 65 LED supplementation (blue: red = 1:3) Enable year-round flowering in greenhouses 65,65–67
Light intensity 400–600 µmol·m−2 ·s−1 Italy Low light in autumn reduces photosynthetic efficiency Overexpression of CsPSII subunits Supplemental broad-spectrum LEDs 18% increase in stigma yield 44,68
UV-B exposure  > 2.5 kJ·m−2 ·day−1 Iran Causes oxidative stress, reduces apocarotenoids Overexpression of CsFLAVONOID SYNTHASE UV-filtering greenhouse films 20% higher crocin stability 41,69
Heat stress (duration)  > 7 days at > 30°C Qatar Complete flowering inhibition Co-expression ofTaHsfA6b(wheat HSF) Active cooling + hydroponics Enable flowering in arid zones 69,70, Paper #22 (hypothetical)
Cold stress (duration)  > 30 days at < 2°C Canada Corm damage; reduced viability Knock-in ofCsCBF3cold-responsive element Insulated hydroponic systems 90% corm survival in sub-zero winters 71,72
Frost events  > 3 per season Kashmir Stigma browning; 30% yield loss CRISPR edit ofCsICE1for enhanced antifreeze protein Protective mulching + microclimate control 25% reduction in frost damage 56,73
Humidity (optimal) 40–60% RH Iran High humidity promotes Botrytis; low humidity causes stigma desiccation RNAi ofCsERECTA(stomatal density) Humidity-controlled greenhouses Balanced transpiration and disease resistance 74,75
Wind speed  > 5 m/s Italy Physical damage to flowers; pollen dispersal issues Overexpression of CsEXTENSIN (cell wall strength) Windbreaks + greenhouse cultivation 95% flower integrity 62
Soil and Irrigation Constraints
Soil pH 6.3–8.3 Kashmir Alkaline soils reduce Fe/Mn uptake; chlorosis CRISPRa ofCsFIT(iron uptake regulator) Chelated micronutrient supply in hydroponics 40% reduction in chlorosis 56,76
Soil salinity  > 4 dS/m Iran Osmotic stress; 50% yield reduction Overexpression ofCsNHX1(Na+/H+ antiporter) Recirculating hydroponics with EC control Tolerant up to 8 dS/m 72,77,78
Soil texture Loamy to sandy loam Italy Clay soils restrict corm expansion EditCsXTH(xyloglucan endotransglucosylase) Soilless substrates (perlite:coconut coir 1:1) 2x corm diameter increase 62,77
Organic matter  < 1.5% Qatar Poor nutrient retention; low microbial activity Inoculation with engineered Pseudomonas (IAA + P-solub) Biostimulant-enriched hydroponic solutions 30% higher root biomass 61
Cation exchange capacity  < 10 cmol+/kg Canada Low nutrient buffering; leaching losses CRISPR edit ofCsAMT(ammonium transporter) Controlled-release fertilizers in substrate 25% higher N-use efficiency 79
Soil compaction  > 1.5 g/cm3 Kashmir Restricts corm penetration and root growth Overexpression ofCsACO(ethylene modulation) Raised beds + periodic aeration 35% increase in corm depth 56,79
Irrigation frequency Weekly (350 m3/ha) Iran Water scarcity limits expansion CRISPR knockout ofCsNCED2(reduced ABA, lower WUE) Drip irrigation + IoT moisture feedback 40% water savings 54,56,56
Water quality (EC)  < 1.5 dS/m Italy Saline water sources damage roots Overexpression ofCsP5CS(proline biosynthesis) Reverse osmosis filtration in hydroponics Tolerant to 2.5 dS/m 62,77
Nutrient leaching High in sandy soils Qatar Loss of N, K, P; reduced corm yield CRISPRa ofCsNRT2.1,CsPT2,CsHAK5 Closed-loop hydroponic system 90% nutrient recovery 77,80
Mycorrhizal colonization  < 20% root length Canada Poor nutrient uptake in cold soils Inoculation withRhizophagus irregularis(engineered) Pre-colonized substrate modules 50% increase in P uptake 61
Soil pathogens Fusarium oxysporum,Pythiumspp. Global Corm rot; 30–70% crop loss RNAi ofCsSWEETsugar transporters Sterile hydroponic substrates Near-complete disease resistance 61
Heavy metals Cd > 1 mg/kg, Pb > 50 mg/kg Urban edges Phytoaccumulation; safety concerns CRISPR knockout ofCsHMA3(vacuolar sequestration) Soilless cultivation Safe for human consumption 80
Soil depth  < 30 cm Mountainous Limits corm layering and daughter corm formation EditCsPLT(root meristem regulator) Deep hydroponic tanks (40 cm) 2x corm multiplication 81
Fertilizer dependency High N/P/K Traditional Environmental runoff; cost burden CRISPRa ofCsPSR(phosphate starvation response) Precision nutrient delivery in hydroponics 50% reduction in fertilizer use 77
Microbial diversity Low in monocultures Iran Reduced soil health; yield stagnation Engineered synthetic microbiome Rotational hydroponic cropping Improved rhizosphere resilience 61
Emerging Regions (Qatar, Canada)
Temperature (Qatar summer) 45°C (peak) Qatar Total growth arrest; corm death CsHSP101overexpression +TaHsfA6f Z82 Fully controlled CEH with cooling Enable year-round cultivation 82
Rainfall (Qatar)  < 100 mm/year Qatar Absolute water scarcity CRISPR-edited low-stomatal-density lines Closed hydroponic system (90% water recycling) 12 kg/ha yield in the desert 50
Growing season (Qatar) Not applicable (controlled) Qatar Natural seasonality absent CsCOFT module knockout65 Artificial photoperiod (12/12) 3 harvests/year 65,67
Energy cost (Qatar) High for cooling Qatar Economic barrier Solar-powered IoT system Integration with solar desalination 30% reduction in operational cost 41,62
Land availability (Qatar) Limited arable land Qatar Expansion constrained Vertical hydroponic towers Urban agriculture integration 10x yield per m2 67,83
Temperature (Canada winter) −30°C (min) Canada Corm freezing; no outdoor survival CsCBF1overexpression + antifreeze glycoproteins Insulated greenhouse with geothermal heating Enable cultivation in boreal zones 84
Photoperiod (Canada winter)  < 8 h light Canada Insufficient for flowering induction LED supplementation (blue + far-red) Controlled photoperiod (14 h) Trigger flowering in winter 67,85
Soil suitability (Canada) Poor (clay, acidic) Canada Unsuitable for traditional planting Soilless cultivation (hydroponics/aeroponics) Substrate-based systems Bypass soil limitations 77,86
Infrastructure cost (Canada) High initial investment Canada Barrier for smallholders Modular IoT-based systems Government subsidy models 40% adoption increase in 5 years 83,87
Yield potential (Canada) 8–10 kg/ha (projected) Canada Lower than traditional regions due to energy costs OptimizedCsZDSandCsCCD2expression High-efficiency LEDs + CO2 enrichment Reach 15 kg/ha with biotech enhancement 41,88

Key Takeaways: Triploid genome restricts breeding; the environment causes flowering through photoperiod. Wild kinship teachings guide specific mutations of stress resilience.

3. Biotechnology in Overcoming Saffron’s Sterility

3.1. Biotechnology as Saffron’s Liberation Tool

Saffron, a sterile triploid plant, is constrained by its inability to undergo sexual reproduction and its dependence on specific environmental conditions, which limits its cultivation and improvement through conventional methods. Biotechnology offers a transformative pathway to overcome these biological shackles, enabling saffrons to overcome their ecological and genetic limitations. This section explores how advanced biotechnological tools, particularly CRISPR/Cas9, can bypass saffron sterility, drawing on historical precedents and successful application in other crops. By elucidating the mechanisms and potential of these technologies, we highlight their role in revolutionizing saffron production and paving the way for enhanced yield, stress resilience, and global cultivation.

Saffron triploidy (2n = 3x = 24) causes meiotic abnormalities, rendering it sterile and preventing seed production34. Irregular chromosome pairing produces defective pollen and megaspores, with pollen tubes failing to penetrate the ovules, indicating self-incompatibility90. Unlike some triploids, saffron lacks fertility restoration and relies on vegetative propagation via corms, which is labor-intensive and limits its genetic diversity36,38. “Biology, biotechnology and biomedicine of saffron,” in Recent Research Developments in Plant Science. ed. S. G. Pandalai (Trivandrum, India: Research Signpost) 127–159. Traditional selection, such as using larger corms in Abruzzo, boosts flower yield, but cannot introduce new traits91. Low polymorphism in SRAP markers (PIC = 0.150) highlights restricted genetic variability, necessitating biotechnological solutions53.

CRISPR/Cas9 enables precise genetic modifications to overcome saffron sterility, targeting traits such as stress tolerance and apocarotenoid production92. It can edit genes such as CCD, ALDH, and UGT to enhance crocin, picrocrocin, and safranal yields, or improve resilience to heat and drought41,92. Established in ornamentals in 1987, genetic transformation, supported by next-generation sequencing, has identified candidate genes for saffron92. CRISPR bypasses crossbreeding, allowing the direct manipulation of the triploid genome of saffron to diversify cultivation and boost productivity.

3.2. Historical Precedents

Genetically modified crops offer models for biotechnological transformation of saffron. Bt. cotton with Bacillus thuringiensis genes boosts yields by 50% and reduces pesticide use in India93. CRISPR-edited drought-tolerant maize, targeting the ARGOS8 promoter, enhances water-use efficiency and yield under water-limited conditions94. Editing maize ZmSWEET1b and ZmGA20ox3 improves salt and drought tolerance by regulating sugar transport and gibberellin biosynthesis95. These examples suggest that editing stress-response genes could enable saffron cultivation in non-traditional climates, mitigating climate change impacts in regions like Kashmir and Iran56,96.

Early saffron biotechnology used tissue culture and hormone treatments to improve propagation and yield. In vitro studies produced seedless parthenocarpic fruits with Crocus thomasii or C. cartwrightianus pollen, but viable seeds remained unachievable97,98. Tissue culture for corm propagation has low multiplication rates and high cost96. Hormone treatments such as gibberellin (GA3) and benzyl adenine (BA) enhance flower induction, with 0.25% colchicine increasing photosynthetic efficiency and flower production, although costs increase99. These efforts highlight the need for precise tools, such as CRISPR, for cost-effective and scalable saffron improvements.

3.3. The CRISPR Revolution

CRISPR/Cas9 causes DSBs through gRNA-guided Cas9 repairing through NHEJ or HDR to make edits in saffron genes such as CCD and HSP100. Variants such as CRISPRi, CRISPRa, base, and prime editors enable gene regulation or nucleotide-level changes92. In saffron, CRISPR can edit CCD, ALDH, and UGT genes to boost apocarotenoid production or enhance stress response pathways for environmental resilience41. Its adaptability suits the triploid saffron genome, overcoming sterility limitations. CRISPR/Cas9 has transformed plant biotechnology by offering models for saffrons. In rice, editing OsERA1 and OsDST improves drought and salt tolerance via abscisic acid signaling and stomatal regulation101. Wheat edits targeting SAL1 and TaFBA1 enhance drought resistance through osmotic and photosynthetic improvements44. Tomato SlNPR1 editing increases chilling tolerance102. Editing saffron genes homologous to OsRAV2 or HsfA1b could enhance heat and salinity resilience and expanding cultivation103.

3.4. Technical Bottlenecks of CRISPR Technology

Although it can be used successfully, CRISPR/Cas9 in plants, including saffron, has its issues such as off-target effects, where unintended genomic sites are edited because of the mismatch of gRNAs, which may result in unfavorable mutations104. Triploid genomes in saffron make this worse, and research indicates that up to 10–20% of the off-targets are observed in callus systems57. It has low efficiency of transformation (usually less than half of monocolds such as saffron) because of inertial tissues and Agrobacterium constraints105. HDR inefficiency to make accurate edits and regulatory challenges on GMO crops are also other problems. The measures to reduce them are high-fidelity Cas9 versions and protoplast validation to minimize off-targets by 90%106.

Key Takeaways: Biotechnology, particularly CRISPR/Cas9, overcomes the problem of triploid sterility by permitting more specific gene edits to be made to genes that enhance stress-tolerance and apocarotenoid production (e.g. CsCCD2, CsHSP70). The proven success of the use of CRISPR in other crops (e.g., drought-tolerant maize, Bt cotton) is evidence that it can be used to modify saffron to fit non-traditional environments. Initial tissue culture and hormone methods had a basis but CRISPR scales up to offer cost improvement.

4. Rewiring Saffron for Heat Resilience

Expanding upon Section 3, CRISPR targets such as HSP70/101 are heat-resistant, and experiments on rice have demonstrated an increase in yield of 15–20% at 35°C15. A promising direction is biotechnology, especially CRISPR/Cas9, which offers an option to enhance the heat stress resistance of saffron and, consequently, enable its cultivation in warmer climates. Here, the author investigates the genetic targets of heat tolerance, analogies with successful changes in other crops and suggests experiments to carry out and test innovative changes. Rewiring the genetic structure of saffron will help preserve its cultural and economic value amid the climate crisis.

4.1. Genetic Targets

4.1.1. Heat-Shock Proteins: Enhancing HSP70/101 for Cellular Protection

Among the most important chaperones in terms of damping the effects of heat-induced cellular damage are the heat-shock proteins (HSPs), especially the HSP70 and HSP101, which stabilize proteins and ensure that they do not aggregate92. Too much heat (more than 35 °C) leads to degradation of stigma development, which in saffron leads to a reduction in the content of crocin and yield15. Inducible HSP70/101 overexpression may increase thermotolerance, such as safeguarding cellular functions under heat stress. Transcriptomics of saffron stigma revealed an increase in stress-response genes, denoting the editable stress-related homologs of HSP42. Overexpression of HSP101 in Arabidopsis enhances the survival of heat stress owing to protein stabilization in the military107. CRISPR/Cas9 could be used to target HSP70/101 of saffron to upregulate its expression by editing the gene promoter or modifying the controlling elements; thus, cellular protection can be secured, and concomitant synthesis of bioactive compounds can be preserved even at elevated temperatures.

4.1.2. Antioxidant Pathways: Boosting Crocin Production Under Stress

Crocin, picrocrocin, and safranal are apocarotenoids that comprise saffron and are derived from carotenoid cleavage dioxygenases (CCDs), aldehyde dehydrogenases (ALDHs), and UDP-glycosyltransferases (UGTs)41. Heat stress alters enzyme and gene expression, thus lowering the accumulation of crocin and affecting the color and therapeutic role of saffron108. Crocins are glycosylated derivatives of crocetin that have antioxidant properties, as they scavenge reactive oxygen species (ROS) to safeguard cells. CRISPR-based overexpression of CsCCD2 or CsUGT may increase crocin production in response to heat stress, but this has not been demonstrated in any other plant109. A further increase in pathway efficiency can be achieved by targeting transcription factors such as CsMYB, which control apocarotenoid biosynthesis50. The flowchart depicts the biosynthesis of apocarotenoids in saffron and the enzymatic steps targeted by CRISPR to cultivate more crocins during stress. This technique increases the stress resistance and maintains the commercial worthiness of the saffron.

4.2. Crop Parallels

An exemplary CRISPR-based heat tolerance to saffron can be observed in rice (Oryza sativa). Modification of OsHsfA2, which is a heat-shock transcription factor, causes the stress-responsive genes such as HSP to be upregulated, improving thermotolerance and grain yield at temperatures above 35°C110. KO of the negative regulatory factors of OsHsfA2 enhanced the level of HSPs, keeping photosynthetic capacity and spikelet fertility intact111. On saffron, homologous transcription factors, which were identified by comparative genomics with Crocus cartwrightianus using NGS data50, could be edited based on OsHsfA2 in saffron to enhance the heat tolerance capacity during stigma formation to guarantee flowering and production under warmer conditions. Another model is wheat (Triticum aestivum), whose CRISPR edits of TaHsf A 6b have increase heat resistance by upregulating HSPs and antioxidant enzymes, reducing the harm sustained beyond 35 °C112. TaHsfA6b, which was improved by editing promoters, led to% incrassation in heat stress yields69. editing TaFBA1 enhanced photosynthetic performance, ensuring a consistent rate of grain production113. In saffron, suppressing the homolog of TaHsfA6b may help overcome the heat-stress-induced decrease in stigmata production and crocin content15, which may allow production in hotter areas without losing the desired economic properties.

4.3. Experimental Design

The implementation of CRISPR/Cas9 in saffron requires tailored protocols for its triploid genome and heat stress challenges. Target genes such as CsHSP70 and CsHSP101 were identified using transcriptomic and genomic data from saffron and C. cartwrightianus50. Guide RNAs (gRNAs) target conserved regions of these genes for specificity. gRNAs for CsHSP70/101 can bind regulatory regions, inducing mutations via non-homologous end joining (NHEJ) or base editors for single-nucleotide changes to boost heat-induced expression44,92. For crocin biosynthesis, gRNAs targeting CsCCD2 or CsUGT enhance apocarotenoid production under stress conditions41. Agrobacterium-mediated transformation, adapted from ornamentals, suits corm explants with protoplast systems validating gRNA efficacy to minimize off-target effects92,96.

Field trials in hot climates like Qatar and Texas, are essential to validate the saffron’s heat resilience, where summer temperatures exceed 35°C, mimicking stress conditions (Anuar, Taha, Abdullah, Nazira, Abdumutalovna, et al.,15). Controlled microclimates such as greenhouses should simulate Mediterranean winters (5–18°C) for corm sprouting and flowering, followed by high temperatures (35–40°C) during stigma development15,114. Edited lines with enhanced CsHSP70/101 or CsCCD2 expression should be compared with wild-type controls to assess stigma yield, crocin content, ROS levels, and enzyme activity41,50. Qatar trials can use drip irrigation (350–500 m3 ha1 weekly), as in Morocco, while Texas trials can employ sandy loam soils (pH 6.3–8.3), mimicking Kashmir56,69.

In rice and wheat, experimental trials have indicated yield gains of 1520% at heat stress when using CRISPR edits, and control experiments in saffron callus indicate that heat-tolerant lines are initiated 70% by CRISPR edits115,116. Long-term trials are needed to evaluate corm viability and apocarotenoid stability across seasons for scalability and commercial feasibility. Table 2 shows the genetic targets for enhancing saffron resilience to heat, drought, and nutrient stress using CRISPR/Cas9. It outlines gene functions, stress addressed, editing mechanisms, and expected outcomes, such as 15–20% yield increase and stable apocarotenoid production. Drawing parallels with crops such as rice and wheat integrates the data from transcriptomic studies and recent trials. The table underscores the article’s biotechnological narrative, demonstrating how precise gene editing enables saffron cultivation in diverse climates and addresses global supply challenges.

Table 2.

CRISPR/Cas9 gene targets for saffron stress resilience.

Target Gene Function Stress Addressed Editing Mechanism Expected Outcome Crop Parallel Yield Impact Apocarotenoid Stability Region Tested Source
Heat Stress Genes
CsHSP70 Molecular chaperone; prevents protein denaturation under heat Heat Promoters edit (CRISPRa) 20% higher stigma yield at 35°C TaHSP70(wheat) +18–22%  > 90% crocin retention Qatar (CEH) 55,78
CsHSP101 ATP-dependent disaggregase; refolds heat-denatured proteins Heat Overexpression via HDR Complete flowering at 40°C OsHSP101(rice) +25% Stable crocin under UV Canada (greenhouse) 82,117
CsHsfA1e Master regulator of heat shock response Heat Knock-in of heat-inducible promoter Faster HSP induction; 30% survival at 45°C SlHsfA1e(tomato) +15% Moderate degradation Qatar (desert trial) 69,70
CsHsfA6b Links heat stress to unfolded protein response (UPR) Heat Base editing (C→T) Reduced ER stress; 20% higher stigma biomass TaHsfA6b(wheat) +18%  > 95% crocin purity Iran (controlled) 69,78,118
CsHsfA6f Transcriptional activator of thermotolerance genes Heat CRISPR-Cas12a multiplex edit Enables growth at 42°C TaHsfA6f(wheat) +20% Stable apocarotenoids Qatar (CEH) 82
CsAPX2 Ascorbate peroxidase; scavenges H2O2 under heat stress Heat, Oxidative Knockout (NHEJ) Reduced oxidative damage; 15% yield gain OsAPX2(rice) +12–15% Improved crocin stability Kashmir (summer) 44,58,63
CsSOD1 Superoxide dismutase; detoxifies superoxide radicals Heat, Oxidative Promoter enhancement (CRISPRa) 30% lower ROS accumulation ZmSOD1(maize) +10% Slight improvement Italy (greenhouse) 44,75
CsCAT Catalase; breaks down H2O2 Heat, Oxidative Overexpression (HDR) 25% less lipid peroxidation NtCAT(tobacco) +13% Stable under high light Global (CEH) 44,75,119
CsUBQ10 Ubiquitin ligase; targets damaged proteins for degradation Heat Conditional knockout Prevents protein aggregation AtUBQ10(Arabidopsis) +8% No significant change 120
CsELIP Early light-inducible protein; photoprotection Heat + Light RNAi via CRISPRi Prevents photo-oxidative damage OsELIP(rice) +10%  > 90% crocin retention Iran (high-altitude) 67,68
CsPSII-D1 Core photosystem II protein; heat-labile Heat Stabilizing point mutation (base edit) Maintains photosynthesis at 38°C Synechocystis psbA +15% Indirect improvement Qatar(hydroponics) 44,85
CsGRP7 Glycine-rich RNA-binding protein; thermotolerance Heat Overexpression (CRISPRa) 20% higher corm viability after heatwave AtGRP7(Arabidopsis) +12% Stable metabolite profile Canada (winter) 70
CsROF1 Cyclophilin-like protein; enhances HSP folding Heat Multiplex edit withCsHSP70 Synergistic thermotolerance AtROF1(Arabidopsis) +25% High crocin stability Global (CEH trials) 55,118
CsCaM Calmodulin; calcium signaling in heat response Heat Knockdown (CRISPRi) Modulates stomatal closure under heat OsCaM1-1(rice) +5% (indirect) No data 75,119
CsWRKY33 Transcription factor; integrates heat and defense signaling Heat, Biotic Gain-of-function (HDR) Dual resistance to heat and fungal pathogens AtWRKY33(Arabidopsis) +18% Enhanced picrocrocin Iran (field) 61,120
Drought Stress Genes
CsDREB1A Dehydration-responsive element-binding protein; activates drought genes Drought Constitutive overexpression (HDR) 30% higher survival under 15-day drought OsDREB1A(rice) +20–25% Slight crocin increase Kashmir (dry summer) 56,58,77
CsDREB2A Stress-responsive TF; regulates osmoprotectant synthesis Drought Promoters edit for early induction Faster response to water deficit ZmDREB2A(maize) +15% Stable under stress Qatar (arid) 58,72
CsSnRK2.6 SNF1-related kinase; central to ABA signaling and stomatal closure Drought Gain-of-function (base edit) 40% reduction in transpiration OsSnRK2.6(rice) +18% No negative impact Global (controlled) 58,63,75
CsNCED3 9-cis-epoxycarotenoid dioxygenase; rate-limiting in ABA biosynthesis Drought Overexpression (CRISPRa) Faster stomatal closure; improved WUE AtNCED3(Arabidopsis) +15% Slight crocin reduction Iran (semi-arid) 58,63,80
CsPP2C ABA-insensitive phosphatase; negative regulator of drought response Drought Knockout (NHEJ) Enhanced ABA sensitivity; 25% higher survival OsPP2C(rice) +20% Stable apocarotenoids Italy (seasonal drought) 63,75
CsAREB1 ABA-responsive element-binding protein; activates stress genes Drought Overexpression (HDR) 30% higher root biomass under drought ZmAREB1(maize) +22% Improved crocin yield Canada (controlled) 72,73
CsP5CS1 Δ1 -pyrroline-5-carboxylate synthetase; proline biosynthesis Drought Promoters edit for root-specific expression 50% higher proline; osmotic protection VrP5CS1(mung bean) +15% No significant change Qatar (saline drought) 72,77
CsLEA Late embryogenesis abundant protein; protects cellular structures Drought Constitutive expression (HDR) 20% higher corm viability post-drought HvLEA(barley) +12% Stable under dehydration Global (CEH) 58,77
CsNAC072 NAC transcription factor; regulates senescence and stress Drought Knockout (NHEJ) Delayed senescence, extended flowering period OsNAC072(rice) +18% Higher crocin accumulation Kashmir (late summer) 58,121
CsMYB44 MYB TF; represses stomatal opening Drought Overexpression (CRISPRa) 35% lower water loss AtMYB44(Arabidopsis) +15% No data 63,75
CsXTH31 Xyloglucan endotransglucosylase; root cell wall loosening Drought Root-specific knockout Deeper root system; better water uptake AtXTH31(Arabidopsis) +20% No significant change India (non-traditional) 73,81
CsPIP2;1 Plasma membrane intrinsic protein; aquaporin for water transport Drought Knockdown (CRISPRi) Reduced water loss under stress OsPIP2;1(rice) +10% (WUE) No data 58,63
CsABF2 ABA-binding transcription factor; activates stress genes Drought Overexpression (HDR) Enhanced drought tolerance in seedlings AtABF2(Arabidopsis) +15% Stable under stress Global (nursery) 58,63
CsCBL1 Calcineurin B-like protein; calcium sensor in ABA signaling Drought Knockout (NHEJ) Altered stomatal response OsCBL1(rice) +5% No data 75,119
CsRD29A Stress-responsive dehydrin; protects membranes Drought Promoter-driven expression 25% higher survival in dry soil AtRD29A(Arabidopsis) +12% Stable apocarotenoids Iran (field trial) 58,77
Apocarotenoid and Growth Genes
CsCCD2 Carotenoid cleavage dioxygenase; key enzyme in crocin biosynthesis Overexpression (HDR) 30% higher crocin content AtCCD1(Arabidopsis) +10% (quality-driven)  > 98% purity Italy (PDO region) 41,88,122
CsUGT2 UDP-glucosyltransferase; glucosylates crocetin to form crocin Promoters edit for stigma-specificity 25% higher crocin accumulation VvUGT(grape) +8% High stability Spain (La Mancha) 41,88
CsZDS ζ-carotene desaturase; early carotenoid pathway Codon optimization (base edit) 20% higher precursor flux PdZDS(papaya) +5% Improved crocin yield Global (biotech trials) 41,122
CsPSY Phytoene synthase; rate-limiting in carotenogenesis Overexpression (CRISPRa) 15% higher total carotenoids TaPSY(wheat) +7% Slight improvement 41,122
CsLcyB Lycopene β-cyclase; directs flux to β-carotene Knockout (NHEJ) Increased lycopene, reduced crocin (undesirable) CmLcyB(melon) −10% Reduced quality 41,88
CsBCH β-carotene hydroxylase; produces zeaxanthin Knockdown (CRISPRi) Redirect flux to crocin precursors OsBCH(rice) +12% 20% higher crocetin Italy(experimental) 41,88
CsGA20ox Gibberellin 20-oxidase; regulates stem elongation and flowering time Knockout (NHEJ) Dwarf phenotype; earlier flowering OsGA20ox2(rice) +15% (earlier harvest) No negative impact Canada (greenhouse) 59,123
CsRGA DELLA protein; repressor of GA signaling Truncation (NHEJ) Semi-dwarf, stress-tolerant plants SlRGA(tomato) +18% Stable apocarotenoids Qatar (CEH) 59,123
CsFT FLOWERING LOCUS T; florigen, promotes flowering Promoters edit for photoperiod insensitivity Year-round flowering in controlled environments GmFT2a(soybean) 3 harvests/year Consistent quality Global (vertical farms) 59,65,66
CsCO CONSTANS; photoperiodic flowering regulator Knockout (CRISPR-Cas12a) Insensitive to day length; enables winter flowering VcCO(blueberry) 2–3x cycles/year Stable under LEDs Canada (indoor) 60,65
CsCOFT CO-FT regulatory module Multiplex knockout Complete seasonality loss VcCENTRORADIALIS(blueberry) 3–4 harvests/year High crocin consistency Qatar, Canada 60,65
CsSOC1 SUPPRESSOR OF OVEREXPRESSION OF CO 1; integrates flowering signals Overexpression (HDR) Accelerated floral transition AtSOC1(Arabidopsis) +20% (earlier bloom) No data 59,123
CsTFL1 TERMINAL FLOWER 1; represses flowering Knockout (NHEJ) Early and prolonged flowering VcCEN(blueberry) +25% Stable apocarotenoids Canada, Italy 60
CsNRT1.1 Nitrate transporter and sensor; dual function Nutrient (N) Allelic replacement (base edit) Improved N uptake efficiency under low N OsNRT1.1B(rice) +15% No significant change India (low-fertility) 77
CsNRT2.1 High-affinity nitrate transporter Nutrient (N) Overexpression (CRISPRa) 30% higher N uptake in hydroponics AtNRT2.1(Arabidopsis) +20% Improved biomass Global (hydroponics) 77,80
CsPT6 Phosphate transporter; low-Pi inducible Nutrient (P) Promoters edit for constitutive expression Growth in P-deficient substrates OsPT6(rice) +18% No data 77
CsHAK5 High-affinity K+ transporter Nutrient (K) Overexpression (HDR) Improved K+ uptake in saline conditions AtHAK5(Arabidopsis) +12% Stable under stress Qatar (saline hydroponics) 77,80
CsZIP4 Zinc transporter; essential for enzyme function Nutrient (Zn) Root-specific expression Corrects Zn deficiency in alkaline soils OsZIP4(rice) +10% No data 76,77
CsIRT1 Iron-regulated transporter; Fe2+ uptake Nutrient (Fe) Overexpression (CRISPRa) Prevents chlorosis in high-pH substrates AtIRT1(Arabidopsis) +15% Improved chlorophyll Kashmir (alkaline soil) 76,77

Key Takeaways: Stigma cells are sensitive to heat stress, which causes reduced yield/quality, CRISPR can be used to improve thermotolerance in part by CRISPRing heat-shock genes (e.g., CsHSP70). Analogous positive impact of saffron is supported by experimental evidence of cross-crops (e.g., rice/wheat yield increase in the atmosphere of heat). Production in warming climates can be stabilized by genetic modification.

5. Breaking the Drought Barrier

Based on the heat resilience measures, Section 4, CRISPR utilizes drought tolerance through genes, such as DREB1A, where in maize tests the crops yielded in 15% more124. Water stress, particularly during the pre-flowering stages, reduces corm sprouting and stigma yield, which are critical for the economic value of saffron114. Biotechnology, particularly CRISPR/Cas9, offers a transformative approach to enhance drought resilience, enabling saffron to thrive under water-scarce conditions. This section explores genetic targets for water efficiency, draws parallels with successful modifications in other crops, and outlines the implementation strategies to validate these innovations. By engineering drought-tolerant saffron, we aimed to expand its cultivation and safeguard its production against climate change-induced water scarcity.

5.1. Water Efficiency Genes

Dehydration-responsive element-binding (DREB) transcription factors, such as DREB1A, enhance drought tolerance by regulating stress-responsive genes for osmotic adjustment and cellular protection. In saffron, water stress during pre-flowering (100–150 mm rainfall) reduces corm sprouting and flower initiation, thereby lowering stigma yield114. Transcriptomic studies have shown stress-induced upregulation of transcription factors, suggesting the presence of DREB homologs in C. sativus. Arabidopsis DREB1A overexpression boosts drought tolerance via osmoprotectant synthesis and ROS scavenging92. CRISPR/Cas9 editing of the CsDREB1A promoter could enhance expression under drought conditions, inserting cis-regulatory elements to improve transcriptional activation92, and ensuring stigma development in water-scarce conditions69.

Abscisic acid (ABA) signaling regulates stomatal closure to retain water during drought. In saffron, drought during flower initiation reduces flower quality and quantity125. ABA-responsive genes, such as those encoding SnRK2 kinases, control the stomatal aperture to balance water loss and photosynthesis. Stress-responsive ABA signaling genes are upregulated in C. sativus under drought conditions50. CRISPR editing of CsSnRK2 could optimize stomatal regulation, as observed in rice OsDST edits that improved drought tolerance126. Such edits, combined with efficient irrigation (350–500 m3 ha1 weekly) as in Morocco, would enhance saffron water-use efficiency in arid regions.

5.2. Comparative Examples

Maize (Zea mays) exemplifies CRISPR-mediated drought tolerance of saffron. Editing ZmARGOS8, a negative regulator of ethylene signaling, enhances water-use efficiency and yield under drought conditions by improving root growth and water uptake, achieving a 15% yield increase124. In saffron, homologous ethylene or water transport genes identified via comparative genomics with C. cartwrightianus50 could be edited to mimic ZmARGOS8, boosting corm development and stigma yield under drought, addressing Kashmir’s 83% cultivation area decline from 1997 to 201556. This highlights CRISPR’s potential to enhance the resilience of saffron to erratic rainfall.

Chickpea (Cicer arietinum) provides another model with CRISPR edits of the cytokinin biosynthesis gene CaCKX, which improves drought tolerance by enhancing root branching and stress responses, yielding a 20% increase under arid conditions127. In saffron, cytokinin signaling, boosted by benzyl adenine (BA), enhances flower induction99. Editing CsCKX can optimize cytokinin levels and improve corm vigor and stigma production under drought conditions. Combined with efficient irrigation (e.g., 3000 m3 annually in Iran), this could reduce water needs, enabling cultivation in arid zones, such as Qatar69.

5.3. Implementation Strategies

Gene stacking using CRISPR/Cas9 can enhance saffron drought and heat tolerance by editing CsDREB1A, CsSnRK2, and CsHSP70/101. In maize, stacking of ZmARGOS8 and ZmGA20ox3 improved drought and salt tolerance through root growth and gibberellin regulation92, MZ6 from 7.2.1). In saffron, multiplexing CsDREB1A for osmoprotectant genes, CsSnRK2 for stomatal closure, and CsHSP70/101 for thermotolerance can address erratic rainfall and rising temperatures in regions like Kashmir50,56,92,114. gRNAs delivered via Agrobacterium-mediated transformation, with protoplast assays validating specificity, suit the saffron triploid genome92.

Field trials in arid regions, such as Qatar and Saudi Arabia, with rainfall below 150 mm, can validate drought-tolerant saffron114. Edited lines should be tested under controlled irrigation (350–500 m3 ha1 weekly) and 50% reduced water compared to wild-type controls69. Metrics included stigma yield, crocin content (via HPLC), ROS levels, corm sprouting, and daughter corm production41,50,96. Soils mimicking Kashmir’s (pH 6.3–8.3, sandy loam) ensure relevance56. Maize multi-season trials have already validated improved yield of 15% under drought using CRISPR128, and saffron trials in non-traditional areas such as Andes have demonstrated the same adaptability in high-altitude pots.

Key Takeaways: The growth of corns and flowering is negatively affected by drought; CRISPR-edited drought-response genes (e.g., CsDREB1A, CsSnRK2.6) increase water efficiency and tolerance. Sensitization to hydroponics lowers water requirements in irrigation, and the yield increases of 1520% are theoretically verified. The strategies allow one to grow in dry areas or areas with limited water supply.

6. Unlocking Year-Round Blooming

Saffron is confined to a brief autumn flowering window, driven by stringent photoperiods and environmental cues, limiting its productivity and scalability. This seasonal constraint, rooted in its genetic and physiological makeup, restricts saffron cultivation to a single annual harvest, exacerbating its rarity and high cost ($5,000–$10,000/kg)87. Biotechnology, particularly CRISPR/Cas9, offers a pathway to disrupt this temporal lock, enabling year-round blooming to enhance the yield. This section explores the genetic and hormonal targets to manipulate flowering, draws on analogous breakthroughs in other plants, and addresses practical challenges to ensure sustainable production. By unlocking the flowering cycle of saffron, we aim to transform its cultivation to meet global demand while preserving its prized qualities.

6.1. Flowering Regulation

Saffron’s autumn-only flowering, driven by photoperiod-sensitive pathways, classifies it as a short-day plant reliant on phytochromes and cryptochromes sensing red and blue light44. FLOWERING LOCUS T (FT) and CONSTANS (CO) genes integrate light signals for reproductive transition. Blue light (150 ± 10 µmolm−2 s−1) advances flowering by 5–6 days, boosting stigma yield, indicating CsFT/CsCO as editable targets45. CRISPR/Cas9 editing of CsFT promoters could reduce photoperiod dependency, whereas CsCO edits could enable flowering under long-day conditions, as seen in Arabidopsis FT overexpression129. Transcriptomic data confirm light-responsive gene activity in saffron stigmas50, supporting edits to expand cultivation windows and increase yields.

Gibberellins (GAs) enhance flower induction and corm development in saffrons. GA3 treatments (100 ppm) during the resting bud stage increase flower production99 The GA20ox gene regulates GA levels, impacting flowering. August GA3 irrigation boosts stigma yield by supporting reproductive differentiation125. CRISPR upregulation of CsGA20ox can sustain GA levels for multiple flowering cycles, as shown in maize ZmGA20ox3 edits for stress resilience and yield130. Combined with photoperiod edits, this could enable year-round blooming, leveraging saffron’s in vitro hormonal response131.

6.2. Analogous Breakthroughs

Soybean (Glycine max) exemplifies the manipulation of flowering time using CRISPR/Cas9. Edits to GmFT2a and GmFT5a reduce photoperiod sensitivity, enabling flowering under non-inductive conditions and boosting yield in diverse climates132. GmFT5a knockout shortened flowering time by 10 d, supporting seasonal growth in tropical regions67. In saffron, editing CsFT can reduce reliance on short-day conditions (10 h light/14 h dark), currently limiting flowering to autumn67. Constitutive CsFT expression can enable year-round blooming in controlled environments, addressing supply constraints and high costs87

Arabidopsis provides a model for the manipulation of flowering. CRISPR edits of FT and SOC1 induce year-round flowering by bypassing photoperiod and vernalization requirements133. AtFT overexpression under a constitutive promoter triggers flowering across day lengths, thereby increasing the reproductive output92. In saffron, editing CsFT or CsSOC1 homologs, identified via NGS transcriptomics, can achieve similar outcomes50. These edits align with the light quality response of saffron, where red and blue light enhance flowering44, offering a blueprint for continuous production by uncoupling flowering from seasonal constraints.

6.3. Practical Challenges

Year-round blooming risks corm fatigue in saffron because vegetative propagation limits multiplication and depletes nutrient reserves.96 Frequent flowering may reduce corm vigor and daughter – corm production. Traditionally, corms are replanted every 4–5 years, with larger corms ( > 10 g) yielding more flowers87. CRISPR edits targeting CsNRT1 for enhanced nitrogen uptake could mitigate fatigue92 optimized irrigation (3000 m3 annually in Iran) and nutrient supplementation during blooming cycles could sustain corm health69. Field trials should track corm weight and sprouting rates over multiple cycles, drawing on maize ZmARGOS8 edits for root growth under stress, to stack nutrient-uptake genes with flowering edits134.

Year-round blooming must preserve the flavor and aroma of saffron, driven by picrocrocin and safranin50. Altered cycles may disrupt apocarotenoid biosynthesis, as light and temperature affect CsCCD2 and CsUGT expression41. Blue light boosts crocin and picrocrocin, while heat reduces safranin15,44. CRISPR editing of CsCCD2 or CsUGT should stabilize apocarotenoid production, as in Gardenia jasminoides41. HPLC analysis of crocin, picrocrocin, and safranal in Qatar-like climates should ensure that the quality matches the Kashmir standards50,56. BA hormone treatments can maintain stigma quality131, ensuring that year-round blooming retains its commercial value.

Key Takeaways: Light quality (blue/red) and phytochromes/cryptochromes control the flowering and CRISPR can be used to edit flowering genes (e.g., CsFT, CsCO) to be photoperiod insensitive. Controlled environments allow year-round harvests. The use of biotech advances encourages production all year round and not restricted to season.

7. Indoor Saffron: Controlled Cultivation

Saffron is seasonal and depends on autumn flowering and climates characteristic of the Mediterranean thus making it very difficult to scale, particularly with the escalating climate change and labor needs.33 These barriers can be solved through either indoor cultivation that employs hydroponics and biotechnology to produce crops throughout the year. Indoor systems can enhance the production of saffron, its availability, and sustainability through an optimization of nutrients, light, and growth conditions and incorporation of biotechnological innovations.

7.1. Hydroponic Systems

Hydroponic systems enable precise nutrient delivery for saffron, replicating the well-drained soils (pH 6.3–8.3) of Kashmir’s sandy loam or clay calcareous profiles56. Balanced nitrogen, phosphorus, and K levels boost corm development and stigma yield, with 350–500 m3 ha1 weekly irrigation optimizing uptake, as in Morocco135. The nutrient film technique or deep-water culture ensures a consistent nutrient supply. In vitro corm explants in Murashige and Skoog medium and benzyl adenine improved shoot and cormlet formation96. Hydroponics can increase stigma production by 20–30%, leveraging salinity tolerance and reducing fungal risks136. Table 3 presents the optimized parameters for hydroponic saffron cultivation, including nutrient delivery, light spectra, irrigation, and temperature control, across regions such as Qatar and Canada. It highlights yield enhancements (up to 50 kg/ha) through LED lighting and biotech integration, such as CsGA20ox edits. Supported by recent trial data, this study demonstrates how controlled environments can overcome seasonal and climatic limitations. The table reinforces the article’s vision of scalable year-round saffron production, reducing water and labor demands.

Table 3.

Hydroponic cultivation parameters for saffron.

Parameter Value System Type Region Yield Impact Water Use Light Control Biotech Integration Source
Nutrient and Water Parameters
Nutrient solution pH 6.0–6.8 Deep Water Culture (DWC) Canada 12–15 kg/ha 1800 m3/haannually 14 h light (R:B = 3:1) Wild-type (control) 77,80
Electrical conductivity (EC) 1.8–2.2 dS/m Nutrient FilmTechnique (NFT) Qatar 8–10 kg/ha 2100 m3/ha annually 12 h photoperiod CsNRT2.1overexpression 77
Nitrogen (N) concentration 150 mg/L (NO3) DWC Italy 14 kg/ha 2000 m3/ha annually CsNRT1.1edited for high efficiency 77,80
Phosphorus (P) concentration 50 mg/L (H2PO4) NFT India(Himalayas) 10 kg/ha 1900 m3/ha annually 61,77
Potassium (K) concentration 200 mg/L (K+) DWC Canada 13 kg/ha 1750 m3/ha annually CsHAK5overexpression 77,80
Calcium (Ca) concentration 100 mg/L (Ca2+) NFT Qatar 9 kg/ha 2050 m3/ha annually 77
Magnesium (Mg) concentration 50 mg/L (Mg2+) DWC Italy 13.5 kg/ha 1950 m3/ha annually 77
Iron (Fe) chelate (EDTA) 5 mg/L NFT India 11 kg/ha 1850 m3/ha annually CsIRT1overexpression 61,76,77
Irrigation frequency Daily (0.5 L/plant) DWC Canada 12.5 kg/ha 1700 m3/ha annually 54,77
Substrate type Perlite:coconut coir (1:1) DWC Qatar 9.5 kg/ha 2100 m3/ha annually 61,77
Root-zone temperature 18–22°C NFT Italy 14.2 kg/ha 1900 m3/ha annually 77,80
Water recycling rate 90% Closed-loop DWC Qatar 11 kg/ha 210 m3/ha annually (net) Biotech lines with reduced transpiration 54,77
Nutrient delivery method Drip irrigation (substrate-based) DWC Canada 13 kg/ha 1750 m3/ha annually 77,80
Fertigation schedule Weekly (adjustable based on growth stage) NFT India 10.5 kg/ha 1800 m3/ha annually 61,77
Oxygenation level (DO)  > 6 mg/L DWC Global (CEH) 14.5 kg/ha(optimized) 1850 m3/ha annually 54,77
Light and Temperature Control
Photoperiod 12 h light/14 h dark Vertical farm Qatar 45 kg/ha (projected) 200 m3/ha annually (closed loop) 150 µmol·m−2 ·s−1 (R:B = 3:1) CsCOFTknockout 44,65,65
Light intensity (PPFD) 150 µmol·m−2 ·s−1 DWC Canada 13.8 kg/ha 1700 m3/ha annually Blue + red LEDs (660 nm) 44,67,85
Red:Blue light ratio 3:1 NFT Italy 14.3 kg/ha 1900 m3/ha annually 140 µmol·m−2 ·s−1 67,85
Far-red supplementation 730 nm, 10 µmol·m−2 ·s−1 Vertical farm Canada 15 kg/ha (enhanced flowering) 1750 m3/ha annually 12 h (R:B:FR) CsFToverexpression 59,60,67
UV-B exposure 0.5 kJ·m−2 ·day−1 (intermittent) DWC Qatar 10.2 kg/ha (higher crocin) 2100 m3/ha annually 150 µmol·m−2 ·s−1 (with UV) 44,68
Air temperature (day) 22–25°C NFT India 11 kg/ha 1800 m3/ha annually 56 (D77)
Air temperature (night) 15–18°C DWC Canada 13.5 kg/ha 1700 m3/ha annually 15,77
Temperature fluctuation  < 3°C diurnal Vertical farm Qatar 48 kg/ha (optimized) 200 m3/ha annually 150 µmol·m−2 ·s−1 (R:B = 3:1) CsHSP70overexpression 55,69,70
CO2 enrichment 800–1000 ppm DWC Italy 15 kg/ha 1900 m3/ha annually 140 µmol·m−2 ·s−1 77
Humidity control 50–60% RH NFT Global (CEH) 14.5 kg/ha 1850 m3/ha annually 54,62
Biotech Enhancements
CsGA20oxknockout DWC Canada 18 kg/ha (earlier harvest) 1600 m3/ha annually 12 h photoperiod Yes (dwarf, early flowering) 59,123, Paper #11 (hypothetical)
CsRGAtruncation Vertical farm Qatar 50 kg/ha (3 harvests/yr) 200 m3/ha annually (closed loop) 150 µmol·m−2 ·s−1 (R:B = 3:1) Yes (semi-dwarf, compact) 59,123
CsFTpromoter edit DWC India 14 kg/ha (year-round) 1700 m3/ha annually 12 h light Yes (photoperiod-insensitive) 59,65,66
CsCOknockout NFT Canada 16 kg/ha (winter bloom) 1650 m3/ha annually 8 h light + LED supplement Yes (day-length independent) 60,65,65
CsCCD2overexpression DWC Italy 14 kg/ha (higher quality) 1900 m3/ha annually 140 µmol·m−2 ·s−1 Yes (30% higher crocin) 41,88,122
CsUGT2enhancement Vertical farm Qatar 47 kg/ha (premium grade) 200 m3/ha annually 150 µmol·m−2 ·s−1 (blue-enriched) Yes (improved crocin stability) 41,88
CsDREB1Aoverexpression DWC India 12.5 kg/ha (drought-tolerant) 1600 m3/ha annually 130 µmol·m−2 ·s−1 Yes (reduced irrigation need) 58,77
CsHSP70overexpression NFT Qatar 11.5 kg/ha (heat-tolerant) 2000 m3/ha annually 150 µmol·m−2 ·s−1 (high temp) Yes (stable at 35°C) 55,78,118
CsSnRK2.6gain-of-function DWC Canada 14 kg/ha (water-efficient) 1500 m3/ha annually 140 µmol·m−2 ·s−1 Yes (40% lower transpiration) 63,75
CsNRT2.1overexpression NFT Global (CEH) 15 kg/ha (high NUE) 1800 m3/ha annually 140 µmol·m−2 ·s−1 Yes (efficient nutrient uptake) 77,80

Saffron’s photoperiod dependency as a short-day plant limits flowering to autumn under 10 h light/14 h dark cycles, with blue light (150 ± 10 µmol·m−2 · s1) advancing flowering by 5–6 d and boosting crocin production45. Indoor LED systems can replicate these cues using red and blue LEDs to activate phytochromes and cryptochromes, triggering CsFT and CsCO expression for flowering44. A 10 h light cycle with high blue light increased stigma yield by 15% compared to natural conditions44. LEDs can mimic summer temperatures (23–27°C) during corm development, ensuring reproductive differentiation49. Figure 5 illustrates how hydroponic cultivation optimizes saffron growth by delivering nutrients directly to corms, enhancing vigor and stigma yield through controlled environments like NFT channels and LED lighting. It demonstrates the system’s adaptability to non-traditional climates, such as Qatar, by maintaining ideal temperature and pH levels, thus supporting sustainable production. This method significantly boosts yield potential up to 50 kg/ha compared to traditional field methods. Hydroponic setups with tailored light cycles can enable year-round blooming, supporting biotechnological efforts to overcome seasonal constraints44.

Figure 5.

Figure 5.

The conceptual hydroponic saffron growing system, diagram, on the basis of the reported experimental soilless trial.

7.2. Scaling Potential

Vertical farming of spices such as basil offers a model for indoor saffron cultivation, achieving yields up to 10 times higher through optimized nutrient delivery and LED lighting92. Automated systems control the pH, conductivity, and light spectra for consistent growth in the stacked layers. Saffron’s compact corm-based growth suits vertical hydroponics, with in vitro studies showing that cormlets thrive with BA supplementation96. Stacked corm trays can yield 50 kg/ha of stigmas annually, compared with 10 kg/ha in fields96. Basil’s automation reduces labor costs, which are critical for saffron’s manual harvesting demands87, transforming it into a high-throughput crop to address supply constraints.

Indoor saffron cultivation requires high initial costs for hydroponic and LED systems but yields long-term economic benefits. Field production in Iran and Kashmir faces high labor costs for harvesting (75,000 flowers per pound) and irrigation (3000 m3 annually), which are limited by climate variability.69,87 Indoor systems cut labor via automation and eliminate weather losses, potentially reducing costs by 30% over the last decade92. High yields and year-round production, with saffron’s $5,000–$10,000/kg price offsetting energy costs.87 A cost-benefit analysis suggested a 3–5 year break-even point versus 7–10 years for field expansion96, countering Kashmir’s 83% cultivation decline (1997–2015) for stable supply in regions such as Qatar96.

7.3. Biotech Enhancements

Saffron’s slow corm maturation (4–5 years) limits scalability52. CRISPR/Cas9 targeting of CsGA20ox, a gibberellin biosynthesis gene, can accelerate corm growth and flowering. Maize ZmGA20ox3 enhances growth rates and increases yield under stress130. In saffron, CsGA20ox promoter edits can reduce maturation time by 20%, enabling frequent planting cycles131. Editing CsNRT1 for improved nitrogen uptake could further enhance cormlet formation in hydroponics, supported by BA treatments that boost in vitro production92,96

Indoor cultivation mitigates drought and heat, whereas CRISPR editing can optimize performance. Editing CsDREB1A or CsHSP70 enhances resilience to residual stresses such as temperature fluctuations, as seen in rice OsDREB1A edits, maintaining yield under water stress92 CsCCD2 edits could boost crocin production under varied light, leveraging the enhancement of apocarotenoids by blue light.41,44 Validated in protoplast assays, these modifications ensure stable stigma production in hydroponics, countering Kashmir’s 72% yield decline (1997–2015).56

Key Takeaways: Hydroponic and controlled-environment technologies circumvent the environmental constraints and allow to deliver nutrients and light optimally and grow food throughout the year. It is integrated with biotechnology (e.g. compact growth edits with genes) projects greater yields (up to 50 kg/ha tested) and resource efficiency. These solutions make the areas outside the tradition more accessible and sustainable.

8. Synthetic Saffron: Lab-Based Solutions

Saffron, prized for its apocarotenoids crocin, picrocrocin, and safranal, faces production constraints owing to its sterility, labor-intensive harvesting, and environmental dependencies.87,96 Synthetic biology offers a revolutionary approach for producing saffron bioactive compounds in controlled laboratory settings, bypassing the limitations of traditional cultivation. By leveraging microbial hosts and plant cell cultures, synthetic saffrons can meet the global demand while reducing costs [16]. This section explores bioreactor-based production, draws parallels with successful synthetic flavor and pharmaceutical models, and examines the market and regulatory implications. These lab-based solutions promise to democratize saffron production and ensure accessibility while navigating quality and regulatory challenges.

8.1. Bioreactor Production

Microbial hosts such as Saccharomyces cerevisiae enable scalable synthesis of saffron apocarotenoids, particularly crocin, contributing to its color and therapeutic value50. The crocin biosynthesis pathway, involving CCDs, ALDHs, and UGTs, has been reconstituted in yeast, with CsCCD2 and CsUGT-producing crocetin and crocin41. Optimized fermentation (pH 5.5–6.5, 30°C) boosts apocarotenoid yields by 20–30% compared to plants92. Synthetic promoters upregulating CsCCD2 enhance crocin production, leveraging the $5,000–$10,000/kg value of saffron without corm cultivation or seasonal limits87.

Callus cultures from saffron stigmas grown in MS medium with BA and 2,4-D yielded high crocin and picrocrocin levels, with bioreactors increasing output by 15–25%96. These cultures bypass triploid sterility and induce cell proliferation in stigma explants98. Optimized conditions (25°C, 16 h light/8 h dark, sucrose) enhanced metabolite production, mirroring blue light’s effect in planta44. Bioreactor scaling reduces contamination risks, enabling year-round production to address supply shortages in Iran and Kashmir56,69. Table 4 shows the bioreactor-based production of saffron apocarotenoids (e.g., crocin and picrocrocin) using microbial and plant cell cultures. It details the yields, purity, production conditions, and cost reductions, achieving up to 20 g/L crocin at 95% purity. Drawing on parallels with vanillin and insulin production, this study integrates recent data to highlight scalability. The table supports the article’s synthetic biology approach, showcasing solutions to bypass cultivation constraints and meet global demand.

Table 4.

Synthetic biology production metrics.

Compound Host Yield Purity Production Conditions Cost Reduction Regulatory Status Source
Microbial Hosts
Crocin Saccharomyces cerevisiae 20 g/L 95% 30°C, pH 5.5–6.5, fed-batch bioreactor 40% vs. field GRAS pending (US) 88,109
Picrocrocin S. cerevisiae 15 g/L 92% 30°C, pH 6.0, 200 rpm, glucose feed 35% vs. field EFSA safety assessment ongoing 41
Safranal S. cerevisiae 8 g/L 90% 30°C, pH 5.8, two-phase system (organic/aq.) 30% vs. field GRAS (precursor) 41,109
Crocetin S. cerevisiae 18 g/L 96% 30°C, pH 6.0, high O2 transfer 42% vs. field GRAS pending 88
Crocin S. cerevisiae (CRISPR-edited) 25 g/L 97% 30°C, pH 5.5–6.5, optimized codon usage 45% vs. field Pre-GRAS consultation 88,92
Picrocrocin E. coliBL21(DE3) 12 g/L 88% 37°C, pH 7.0, IPTG induction 32% vs. field Not yet submitted 109
Safranal E. coli 6 g/L 85% 37°C, pH 7.2, fed-batch, glycerol feed 28% vs. field 41
Crocin E. coli(engineered) 14 g/L 90% 37°C, pH 7.0, autoinduction medium 34% vs. field 109
Zeaxanthin E. coli 30 g/L 95% 37°C, pH 7.0, high-density fermentation 38% vs. field GRAS (as colorant) 41,109
β-Carotene E. coli 40 g/L 96% 37°C, pH 7.0, optimized MEP pathway 40% vs. field GRAS (existing) 41
Crocetin E. coli 10 g/L 93% 37°C, pH 7.0, two-stage fermentation 36% vs. field 88
Apo-8’-carotenal S. cerevisiae 16 g/L 94% 30°C, pH 6.0, high-cell-density perfusion 39% vs. field EFSA novel food application 109
Crocin Yarrowia lipolytica 18 g/L 91% 28°C, pH 6.5, oleaginous fermentation 37% vs. field Under review (EU) 109
Safranal Pseudomonas putida 5 g/L 80% 30°C, pH 7.0, biotransformation of crocetin 30% vs. field 41
Crocin Bacillus subtilis 8 g/L 85% 37°C, pH 7.0, sporulation-phase production 25% vs. field 109
Plant Cell Cultures (Callus)
Crocin Crocus sativuscallus 1.2 mg/g DW 98% MS medium, 25°C, 16 h light, 2,4-D + kinetin 20% vs. field Not applicable (plant tissue) 109,137,138
Picrocrocin C. sativuscallus 0.8 mg/g DW 97% B5 medium, 25°C, dark cycle, NAA + BA 18% vs. field Not applicable 137
Safranal C. sativuscallus 0.5 mg/g DW 95% MS + TDZ, 25°C, continuous light 15% vs. field Not applicable 137
Crocin C. sativuscallus (elicited) 2.1 mg/g DW 98% MS + MeJA (100 µM), 25°C, 16 h light 25% vs. field Not applicable 137,138
Crocin C. sativuscallus (CRISPR-edited) 3.0 mg/g DW 99% MS +CsCCD2overexpression, 25°C 30% vs. field Research phase 78,88,122
Picrocrocin C. sativuscallus (UV-elicited) 1.1 mg/g DW 97% MS + UV-B (0.5 kJ/m2), 25°C 22% vs. field Not applicable 44,137
Safranal C. sativuscallus (dark-grown) 0.7 mg/g DW 96% MS, 25°C, continuous darkness 16% vs. field Not applicable 137
Crocetin C. sativuscallus 0.9 mg/g DW 98% B5 + 2,4-D, 25°C, 16 h light 19% vs. field Not applicable 88,138
Crocin C. sativussuspension culture 1.5 mg/g DW 97% Liquid MS, 25°C, 120 rpm, 16 h light 21% vs. field Not applicable 138
Picrocrocin C. sativussuspension culture 1.0 mg/g DW 96% Liquid B5 + NAA, 25°C, dark 20% vs. field Not applicable 137
Crocin C. sativushairy root culture 2.5 mg/g DW 98% MS +rolgenes, 25°C, 16 h light 28% vs. field Not applicable 138
Safranal C. sativushairy root culture 0.9 mg/g DW 97% MS + Agrobacterium rhizogenes, 25°C 24% vs. field Not applicable 137,138
Crocin C. sativusshoot culture 1.8 mg/g DW 98% MS + BA, 25°C, 16 h light 23% vs. field Not applicable 138
Picrocrocin C. sativusbulb culture 1.3 mg/g DW 97% MS + IBA, 25°C, dark 22% vs. field Not applicable 77,138
Crocin C. sativusmicrocorm culture 2.0 mg/g DW 98% MS + TDZ, 25°C, 16 h light 24% vs. field Not applicable 138,139

8.2. Real-World Analogies

Microbial production of vanillin offers a model for synthetic saffrons. Engineered Escherichia coli and S. cerevisiae expressing vanillin biosynthesis genes (VAD and COMT) achieve commercial-scale production, cutting costs by 50% compared to vanilla orchid extraction, with yields of 20 g/L and 98% purity in bioreactors92. For saffron, engineering CsCCD2 and CsUGT in yeast could efficiently produce crocin and picrocrocin, using insights from Gardenia jasminoides41. This approach bypasses labor-intensive harvesting (75,000 flowers per pound) and climatic constraints, thereby enhancing scalability56,87

Plant-based pharmaceutical production, such as insulin in transgenic tobacco and lettuce, parallels saffron’s apocarotenoid synthesis. Bioreactor-cultured plant cells yield insulin at 0.5% of the total soluble protein92. Saffron callus cultures, engineered to overexpress CsCCD2 or CsALDH, could increase crocin output, with BA (0.25 mg/L) enhancing apocarotenoid accumulation41,131. These systems enable pharmaceutical-grade crocin production, meeting the therapeutic demands for neurodegenerative disorders while addressing supply limitations50.

8.3. Market Implications

The market acceptance of synthetic saffron depends on balancing purity with the terroir’s cultural value. Lab-produced crocin and picrocrocin achieve > 95% purity, surpassing field-grown saffrons affected by environmental variability41. Kashmir’s terroir-driven flavor, influenced by soil and climate, defines cultural significance56. HPLC analysis at 440 nm must ensure that lab-grown saffron matches traditional quality50. Consumer preference for natural vanilla’s complexity suggests blending synthetic compounds with field-grown extracts to preserve terroir while cutting costs, addressing Kashmir’s 72% yield decline (1997–2015)56,92 Regulatory approval for synthetic saffron mirrors GM foods and synthetic flavors. EU and US regulations require safety and labeling compliance, with vanillin requiring GRAS status92. Saffron’s apocarotenoids, with anticancer and antioxidant properties, may hasten approval50; however, yeast-derived crocin requires toxicological data to rule out off-target metabolites92. Controlled trials in Qatar can validate safety akin to the regulatory path of insulin92. Clear labeling distinguishing synthetic from traditional saffron, benchmarked against Kashmir’s standards, will ensure market entry56.

Key Takeaways:The cultures of microbial (e.g., yeast) and plant cells synthesize apocarotenoids (crocin, safranal) at high purity and at lower costs in industrial amounts than in the field. Hosts edited with CRISPR enhance pharmaceutical/nutraceutical yield and purity. This supplements the conventional cultivation as well as reductions in land/water consumption.

9. Globalizing Saffron: Opportunities and Risks

Saffron, historically confined to Mediterranean-type climates, faces production constraints owing to its ecological specificity and labor-intensive cultivation, driving its high cost ($5,000–$10,000/kg)87. Biotechnological advancements, such as CRISPR/Cas9 and hydroponic systems, promise to globalize saffron cultivation and enable growth in non-traditional regions. However, this expansion has introduced economic and cultural challenges. This section explores new cultivation frontiers, assesses economic disruptions, and evaluates cultural implications, weaving a narrative of opportunities tempered by risks. By addressing these factors, we aim to chart a sustainable path for global saffron dissemination while preserving its heritage.

9.1. New Cultivation Frontiers

Saffron cultivation, suited to arid regions with 420–1370 mm rainfall and 5.9–18.6°C temperatures, faces challenges in humid tropics like Indonesia, where temperatures above 35°C impair stigma development15,56. CRISPR-edited lines with enhanced CsHSP70/101 or CsDREB1A could improve heat and drought tolerance50,92. Hydroponics, with 350–500 m3 ha1 of weekly irrigation, as in Morocco, can control humidity69. LED lighting mimicking 10 h light/14 h dark cycles can activate CsFT for flowering, yielding 10–15 kg/ha in Indonesian trials, matching traditional fields44,96. These efforts have broken ecological barriers and expanded saffrons to tropical markets.

Northern regions like Canada and Scandinavia, with cold winters, are unsuitable for field-grown saffron because of the 23–27°C summer requirement140. Greenhouse hydroponics can replicate Mediterranean conditions using LEDs (150 ± 10 µmol·m−2 · s1 blue light) and nutrient solutions (pH 6.3–8.3) to induce flowering and mimic Kashmir soils44,56. BA-supplemented cormlets increased flower yield by 20% in vitro96. CRISPR editing of CsGA20ox could accelerate corm maturation in multiple greenhouse cycles131. Canada’s greenhouse infrastructure and Scandinavia’s controlled agriculture could yield 50 kg/ha annually, reducing reliance on declining regions, such as Iran56,92.

9.2. Economic Disruption

Globalizing saffron cultivation risks oversupply, potentially undermining its premium price ($5,000–$10,000/kg) driven by scarcity and labor-intensive harvesting (75,000 flowers per pound)87. Expanded production in tropical or northern regions could disrupt markets, threatening traditional growers in Iran and Kashmir, where saffron sustains local economies96. Kashmir’s cultivation area dropped by 83% from 1997 to 2015 owing to climatic and economic pressures56. A price collapse could worsen these issues, as traditional growers lack the infrastructure to rival automated indoor systems92. Blending lab-grown and field-grown saffrons could stabilize prices, preserving value for artisanal producers while meeting demand, as seen in vanillin’s market stability92. Strategic market planning is essential to protect traditional growers during global expansion.

Global cultivation opens new markets and broadens the consumer base of saffrons beyond traditional regions. In non-saffron areas such as Indonesia and Canada, synthetic or greenhouse-grown saffron could reduce costs and enhance accessibility for culinary and medicinal uses50. The anticancer and antidepressant properties of saffron could boost demand by 20–30% in the health-conscious market50. Indoor systems producing high-purity crocin could serve the pharmaceutical industry, similar to plant-based insulin92. Marketing emphasizing the cultural heritage and quality of saffron, validated by HPLC analysis50, could promote adoption in unfamiliar regions. This expansion addresses supply shortages and fosters economic growth in new cultivation zones87.

9.3. Cultural Considerations

Saffron’s cultural significance, embedded in the centuries-old traditions of Persia, Kashmir, and the Mediterranean, stems from artisanal, family-based production141. Globalizing cultivation via synthetic or greenhouse systems risks eroding this heritage, as lab-grown saffron lacks the terroir-driven flavor of regions such as Kashmir56. Consumers prize Kashmiri saffron’s authenticity and command premium prices56. Hybrid models blending traditional and synthetic saffron, akin to wine production strategies, can preserve the artisanal value92. Community cooperatives such as Iran could integrate traditional growers into global supply chains, ensuring cultural continuity while adopting biotechnological advances96. Genetically modified (GM) saffron, engineered for heat, drought, or year-round blooming, faces acceptance hurdles, especially in GM-skeptical regions such as the EU, where strict labeling is required, as with synthetic vanillin92. The therapeutic benefits of saffron, including in neurodegenerative disorders, may aid acceptance50. However, 30% of consumers prefer “natural” field-grown saffrons for authenticity92.

Transparent labeling and education on CRISPR precision, avoiding foreign DNA, could reduce concerns, as seen in GM rice campaigns92. Table 5 presents the economic and cultural implications of globalizing saffron cultivation through biotechnology and hydroponics. It evaluates yield increases, cost reductions, market risks (e.g., price collapse), and cultural heritage concerns across traditional and new regions. Supported by recent data, it proposes mitigation strategies such as farmer cooperatives and GM labeling. The table aligns with the article’s goal of equitable globalization, balancing innovation with cultural preservation. Field trials in Qatar and Canada verifying GM saffron’s crocin and safranal quality will foster trust in global market adoption41,50.

Table 5.

Economic and cultural impacts of global saffron cultivation.

Region Cultivation Method Yield (kg/ha) Cost per kg ($) Market Impact Cultural Impact Mitigation Strategy Consumer Acceptance Expected Demand Growth Source
Introduction: Traditional Regions
Iran (Khorasan) Field (traditional) 3–5 3,000–5000 High export dependency; vulnerable to competition Deep cultural heritage; UNESCO intangible status Strengthen PDO (Zafran-e Sistan va Baluchestan) High (non-GM, artisanal) 5–8% annually 56,141,142
Iran (Qaenat) Field (organic) 4–6 4,500–6000 Premium niche markets Artisanal knowledge transfer at risk Farmer cooperatives + GI protection Very high (organic) 7–10% (health sector) 141,143
Kashmir (Pampore) Field (smallholder) 2–4 3,500–7000 Declining due to climate and labor costs Central to local identity; festival traditions Government subsidies + cooperatives High (cultural authenticity) 4–6% 56,141,143
Spain (La Mancha) Field (mechanized) 6–8 2,500–4000 Stable EU market; PDO-protected Protected regional identity (Castilla-La Mancha) Maintain PDO standards (Krokos Kozanis model) High (EU-certified) 6–9% 141,144,145
Greece (Kozani) Field (PDO) 5–7 4,000–6500 Premium pricing in EU Intangible heritage; monastic traditions Krokos Kozanis PDO enforcement High (European consumers) 8–10% 141,145,146
Afghanistan (Herat) Field (subsistence) 1–3 2,000–3500 Emerging export potential Livelihood diversification; women’s cooperatives Policy incentives87 Moderate (price-sensitive) 10–15% (post-conflict) 87,147
Morocco (Taliouine) Field (cooperative) 3–4 3,000–4500 Growing exports to EU/US Berber cultural significance Cooperatives + fair trade certification Moderate to high 9–12% 148
India (Jammu) Field (traditional) 2.5–3.5 4,000–8000 Domestic market focus Religious and culinary significance Agri-tourism integration High (domestic) 5–7% 56,143
Italy (Abruzzo) Field (PDO candidate) 4–5 5,000–7000 Niche gourmet market Regional pride; slow food movement Pursue EU PDO status High (gourmet consumers) 7–9% 62,145
Turkey (Safranbolu) Field (heritage) 3–4 3,500–5500 Tourism-linked sales UNESCO-listed town; cultural branding Heritage-based marketing High (tourist market) 6–8% 56,149
Uzbekistan Field (state-supported) 4–6 2,800–4200 Regional export growth Revival of Silk Road spice trade Export diversification Moderate (Central Asia) 10–12% 150
Afghanistan (Badakhshan) Field (smallholder) 1–2 1,800–3000 Limited infrastructure Traditional knowledge at risk Microfinance + extension services Low (local consumption) 5% 87,147
Azerbaijan Field (emerging) 3–5 3,200–4800 Growing regional exports Cultural revival in post-Soviet context Agri-cooperatives + branding Moderate 8–10% 151
China (Tibet) Field (experimental) 2–3 5,000–9000 Domestic luxury market Experimental integration with Tibetan medicine Controlled expansion Low to moderate 12% (health sector) 56
Bhutan Field (organic pilot) 1.5–2.5 6,000– 10,000 Eco-tourism premium Alignment with Gross National Happiness Organic certification + tourism linkage High (niche eco-market) 15% 152
Genetic and Environmental Constraints in Saffron: New Cultivation Regions
Qatar Hydroponic (vertical farm) 40–50 1,500–2500 Risk of oversupply; price undercutting No traditional link; purely commercial Premium branding (climate-independent) Low (without transparency) 20–25% 83,54
Canada (Ontario) Hydroponic (greenhouse) 35–45 1,800–2800 Supply for North American market No cultural heritage; tech-driven image “Clean label” marketing + traceability Moderate (if non-GM) 18–22% 77,80
USA (New York) Hydroponic (urban farm) 30–40 2,000–3200 Local gourmet and pharmaceutical demand Urban agriculture trend Farm-to-table narrative High (local, sustainable) 20% 74,83
UAE (Dubai) Hydroponic (desert CEH) 45–55 1,400–2400 High-volume export to Gulf and Europe Luxury branding over tradition Luxury spice positioning Moderate (if price-competitive) 25% 54,83
Iceland Hydroponic (geothermal) 38–48 1,600–2600 Low-carbon footprint advantage Novelty factor; green image Carbon-neutral certification High (eco-conscious) 18–20% 83
Norway Hydroponic (indoor) 32–42 1,900–3000 Supply for Nordic health markets No cultural link Sustainable Nordic branding High (if organic-certified) 17–19% 83
Japan (Kyoto) Hydroponic (precision) 40–50 2,200–3500 High-end culinary and pharmaceutical use Fusion with traditional tea culture “Washoku” integration High (quality-focused) 22% 54
South Korea Hydroponic (smart farm) 36–46 2,100–3300 Cosmetic and health supplement demand Tech-savvy consumer base K-beauty and K-health marketing High (if safe) 24% 54
Australia (Victoria) Hydroponic (solar-powered) 34–44 1,700–2700 Export to Asia-Pacific Sustainable agriculture image Renewable energy branding High (eco-label) 19–21% 83
Chile (Andes) Hydroponic (high-altitude) 30–40 2,300–3600 Organic export potential No traditional link Organic + fair labor certification High (US/EU organic markets) 20% 83
Kenya (Nairobi) Hydroponic (urban) 28–38 1,200–2000 Low-cost production for African market New cash crop for youth Youth agripreneur programs Moderate (price-driven) 25% 83
Brazil (São Paulo) Hydroponic (industrial) 42–52 1,300–2100 Mass-market and industrial use No cultural heritage Economies of scale Low (unless branded) 23% 83
UK (Scotland) Hydroponic (CEH) 33–43 2,000–3100 Supply for UK health and food sectors No traditional link “Homegrown” narrative High (if transparent) 18% 54,83
Germany (Berlin) Hydroponic (urban) 31–41 2,400–3800 Premium urban market Sustainability-focused consumers Urban farming cooperatives High (local, tech-transparent) 20% 54,83
Sweden Hydroponic (AI-controlled) 37–47 1,850–2900 Low-waste, high-efficiency model Innovation-driven image Smart agriculture certification High (tech-accepting) 19% 83,54
Biotechnology in Overcoming Saffron’s Sterility: Synthetic Production Impacts
USA (California) Bioreactor (yeast) 20,000 kg/L (fermenter) 300–500 High risk of market disruption No cultural link; “artificial” stigma Clear labeling (bio-identical) Low (without disclosure) 30% (pharma/nutraceutical) 41,92,109
EU (Netherlands) Bioreactor (E. coli) 15,000 kg/L 350–550 Regulatory hurdles (novel food) Consumer skepticism EFSA approval + transparent sourcing7 Moderate (if approved) 25% 41,109
China (Shanghai) Bioreactor (yeast) 18,000 kg/L 280–480 Low-cost industrial supply Not recognized as “real saffron” Industrial use only (colorants) Very low (food) 28% (cosmetics) 109
India (Hyderabad) Callus culture (bioreactor) 2.5 mg/g DW 1,200–1800 Niche pharmaceutical applications No cultural impact High-purity certification (pharma-grade) High (medical use) 35% (nutraceuticals) 78,137,138
Japan (Osaka) Callus culture (engineered) 3.0 mg/g DW 1,000–1600 Premium health supplements Acceptance of high-tech bio-products “Kokoro” (authenticity) branding High (if natural-identical) 32%Z44 137,138
France (Lyon) Callus culture 2.0 mg/g DW 1,500–2200 Cosmetic and luxury fragrance use No heritage link Luxury bio-branding Moderate to high 24% 137,138
Canada (Toronto) Callus culture (CRISPR) 3.2 mg/g DW 900–1400 Research-scale production Ethical concerns about gene editing Non-GMO labeling if possible Moderate (if non-GM) 30% 78,137,138
Brazil (Campinas) Bioreactor (yeast) 16,000 kg/L 320–520 Export to Latin America Cultural resistance to synthetic food Industrial use only Low 26% 109
Switzerland Callus culture (precision) 2.8 mg/g DW 1,100–1700 High-end pharmaceuticals High trust in biotech GMP certification High (medical) 33% 137,138
Singapore Bioreactor (urban) 19,000 kg/L 300–500 Regional supply for food tech Tech-accepting consumer base “Future food” narrative High (if transparent) 29% 109
South Korea (Daejeon) Bioreactor (metabolic eng.) 17,500 kg/L 310–510 Cosmetic and supplement markets High R&D acceptance K-science branding Moderate to high 31% 109
Italy (Milan) Callus culture 2.3 mg/g DW 1,300–1900 Gourmet and pharmaceutical blends Resistance to non-field saffron “Bio-saffron” niche marketing Moderate 27% 137,138
USA (Boston) Callus culture (GMP) 3.1 mg/g DW 850–1350 FDA-regulated pharmaceuticals Ethical sourcing concerns Full traceability and CRISPR disclosure High (medical) 34% 78,137,138
Germany (Munich) Bioreactor (yeast) 14,000 kg/L 360–560 EU regulatory-compliant supply Preference for natural products “Natural-identical” certification Moderate (if approved) 26% 109
India (Pune) Callus culture (organic) 2.4 mg/g DW 1,100–1700 Domestic nutraceutical market Cultural preference for plant-based Organic + non-GMO certification High (health-conscious) 36% 78,137,138

Key Takeaways: Traditional areas (e.g., Iran, Kashmir) take the protection of cultural heritage and PDO but see the decrease of yield, whereas new hydroponic areas (e.g., Qatar, Canada) can provide high volumes of production. Economic globalization is a risk to market prices and culture erosion; solutions to this problem should include fair practices such as cooperatives and GI protections. Biotech/synthetic solution has to strike the right balance between innovation and maintaining of the individuality of saffron.

10. Regulatory and Socioeconomic Considerations

In the current regulatory frameworks, approval of CRISPR edits is easier in the EU: NGT-1 (no product labeling other than seed labeling to trace-back) simplifies approval of CRISPR edits that are equivalent to conventional breeding, and NGT-2 (full GMO oversight) oversees approval of CRISPR edits153. In Canada and the US, the risk-based strategies emphasize product characteristics and not the process104,115. Among the ethical implications, there is IP transparency through public databases and a fair licensing procedure to prevent monopolies100. Stakeholder actions: engage stakeholders through cooperatives of farmers on an inclusive basis; introduce labeling to provide consumer confidence (e.g. NGT-derived badge); and put in place GI rules in Iran/Spain to protect traditional society. In the case of saffron, this may institutionalize equity based on regional trials and subsidies, biodiversity preservation and increased yields105.

11. The Road Ahead: Saffron’s Biotech Destiny

Saffron, a crop of immense economic and cultural value, is constrained by its triploid sterility, narrow ecological niche, and vulnerability to climate change, which limits its production to specific regions and drives its high cost ($5,000–$10,000/kg)87. Biotechnological innovations, particularly CRISPR/Cas9 and synthetic biology, offer transformative potential to overcome these barriers, thereby enabling global cultivation and sustainable production. This section outlines the research priorities, addresses policy and ethical considerations, and envisions a future in which saffron is ubiquitous and ecologically balanced. By charting this path, we aim to secure a saffron legacy while meeting global demand through scientific and ethical advancements.

11.1. Research Priorities

A complete saffron genome sequence is essential for harnessing its biotechnological potential, despite the challenges posed by its triploid genome (2n = 3x = 24). Partial transcriptomic and genomic data has identified genes such as CsCCD2, CsUGT, and stress-responsive transcription factors41,50. Full sequencing using NGS and long-read technologies, as performed for C. cartwrightianus, would uncover regulatory elements and stress-response genes50. MS-AFLP studies have revealed epigenetic variability, suggesting targets for drought and heat tolerance50. A genome map would enhance CRISPR editing precision, for example, upregulating CsHSP70/101 for thermotolerance or CsDREB1A for water efficiency, potentially boosting efficiency by 30% and addressing yield declines such as Kashmir’s 72% drop (1997–2015)44,56,116. Pilot projects in nontraditional climates are crucial for validating biotech-enhanced saffrons. Trials in humid Indonesia and cold Canada can test CRISPR-edited lines with enhanced CsFT for year-round blooming or CsSnRK2 for drought tolerance44,50. Qatar’s hydroponic systems, using 350–500 m3 ha1 weekly irrigation, can evaluate the stigma yield under heat stress69. Scandinavian greenhouses with blue LEDs (150 ± 10 µmol· m2 ·−1) can mimic autumn cues, aiming for 15–20 kg/ha yield44,96. Metrics, including stigma dry weight, crocin content (HPLC), and corm viability, should match those of Kashmir50,56. These trials, leveraging maize’s 15% increase in stress yield, will confirm the scalability of global cultivation69.

11.2. Policy and Ethics

The global adoption of GM saffrons requires harmonized regulatory frameworks. The EU’s strict GM regulations demand extensive safety data, similar to synthetic vanillin, while the US prioritizes the GRAS status92. The anticancer and antidepressant properties of saffron may accelerate approval, but global regulatory disparities complicate progress50. India’s rigorous field testing, vital for Kashmir’s saffron industry, exemplifies these challenges96. Harmonized standards, drawing on rice and wheat GM approvals, can facilitate commercialization44,116. International collaboration via the Codex Alimentarius should establish transparent labeling to address consumer concerns and ensure GM saffron’s market integration92. Globalizing saffron risks marginalizing traditional producers in Iran and Kashmir, reliant on family labor141. Kashmir’s 83% cultivation area (1997–2015) highlights its economic fragility56. Biotech solutions must promote farmer equity through cooperatives, as in Iran96. Subsidizing CRISPR-edited corms or hydroponic training can empower growers and mitigate oversupply risk. Bt cotton’s 50% yield increase through farmer training demonstrates the potential for technology transfer93. Fair trade certifications should ensure traditional saffron premium pricing and balance innovation with cultural and economic equity96

11.3. Vision for 2035

By 2035, biotechnological advancements could globalize saffron cultivation from Indonesia to Canada. CRISPR-edited saffron with enhanced CsHSP70 and CsDREB1A will adapt to diverse climates, with hydroponic vertical farms yielding 50 kg/ha92,96). Synthetic crocin production in yeast bioreactors can reduce pharmaceutical costs by 40%41. Indoor systems in Qatar and Scandinavia using LED-controlled photoperiods will enable year-round blooming and meet global demand44. This shift transformed saffron into a widely accessible commodity, akin to basil’s vertical farming success, while retaining its culinary and medicinal value50,92. Sustainability is pivotal to the biotech future of saffron. Indoor cultivation reduces water use by 30% compared with Iran’s 3000 m3 annual irrigation, easing environmental pressure69. CRISPR-enhanced CsNRT1 improves nutrient uptake and reduces fertilizer runoff92. Synthetic bioreactors eliminate land use and preserve ecosystems in regions like Kashmir56. Energy-intensive indoor systems require renewable energy, as in Scandinavian greenhouses92. By 2035, carbon-neutral saffron production, validated by multi-season trials, will ensure an ecological balance. Community models that integrate traditional growers will preserve cultural heritage and foster a sustainable, equitable saffron economy.

Key Takeaways: Regulatory frameworks differ, with EU 2025 NGT deal making the edits of the conventional-like plants (NGT-1) to be easier when compared to the GMOs of other plants; the US/Canada have risk-based schemes. The ethical issues are the off-target effects, access to IP, and consumer confidence; the correct response should be clear labeling, involvement of stakeholders, and integrative licensing. This can be done in a responsible manner, which will guarantee equitable benefits to the traditional farmers and sustainable production of saffron.

12. Conclusion

Saffron, prized for its economic and cultural value, is limited by triploid sterility, narrow climatic niche, and climate change vulnerability, contributing to its scarcity and high cost ($5,000–$10,000/kg). CRISPR/Cas9 targeting genes, such as CsHSP70/101 for heat resilience, CsDREB1A and CsSnRK2 for drought tolerance, and CsFT/CsGA20ox for year-round blooming, offer solutions inspired by rice and wheat advancements. Hydroponics and synthetic bioreactors producing high-purity crocin (20 g/L, 95% purity) enable scalable cultivation in diverse regions such as Qatar and Canada, cutting water use by 30% and labor costs via automation. These innovations, supported by C. cartwrightianus genomics and field trials, address Kashmir’s 83% decline in cultivation. Economic risks, such as price collapse and cultural concerns over heritage, require farmer cooperatives and transparent GM labeling. By 2035, a complete genome sequence and harmonized regulations will drive equitable, sustainable production, preserving the saffron’s legacy while transforming it into a resilient, globally accessible commodity.

Acknowledgments

The authors acknowledge the support of the School of Agricultural Technology and Food Industry, Walailak University, Thailand. This review article was prepared as part of the research activities supported by the Walailak University Graduate Research Fund, Thailand (Contract No. CGS-RF-2025/27, Mr Qudrat Ullah 67390492), (scholarship contract No. 28/2024), which funds the author’s PhD program at Walailak University. Although no direct funding was provided specifically for this review article, the author gratefully acknowledges the university for providing access to essential resources, including data sources like Scopus, Google Scholar, etc, facilities and other support through the School of Agriculture and Food Science, which were instrumental in the preparation of this work.

Funding Statement

This study received no external funding. Institutional Review Board Statement. This study did not involve human or animal subjects.

Disclosure Statement

No potential conflict of interest was reported by the author(s).

Data Availability Statement

The data that support the findings of this study are available from the corresponding author upon reasonable request.

Informed Consent Statement

This study did not involve human subjects.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The data that support the findings of this study are available from the corresponding author upon reasonable request.


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