Paper · 2025 · Industrial Crops and Products

Optimizing nitrate topdressing timing in sweet sorghum for integrated phytoremediation of cadmium-polluted soil and enhanced bioethanol yield

Jiawen Wu; Minmin Zhao; Xiaoxaio Li; et al.

12
claims
23
verbatim quotes
2
citations
3
research areas
✓
Open access · cc-by-nc

Abstract

Phytoremediation of cadmium (Cd)-polluted soil is an environmentally-friendly, cost-effective, and sustainable technology. Sweet sorghum is a promising candidate for phytoremediation, as it combines high Cd accumulation with the production of bioethanol. Nitrate plays a superior role in improving efficiency of Cd phytoremediation using sweet sorghum. Nevertheless, the specific effects of nitrate topdressing timing on Cd accumulation, bioethanol yield, and the associated rhizosphere microbiome in sweet sorghum remain unclear. This study demonstrated that applying nitrate at the seedling stage was significantly more effective than application at the jointing, flowering, or milk stages regarding phytoremediation of Cd-polluted soil. This early topdressing increased both fresh weight of internodes and total Cd accumulation in the shoots. Consequently, it also yielded the highest theoretical bioethanol production, reinforcing the benefit of early nitrate application for integrated phytoremediation and bioenergy. Further analysis revealed that soil nitrate content and shoot Cd accumulation were key factors in reshaping the rhizosphere microbial community and its functions. Nitrate topdressing at seedling stage depressed rhizosphere nitrogen fixation (indicated by downregulated nifK/H ) and denitrification (downregulated narG/H/I ), while enhancing ammonia cycle (upregulated nirA ). This shift ultimately increased soil nitrate content, which was positively correlated with higher shoot Cd accumulation. Additionally, metal resistance genes znuC s were also positively correlated with shoot Cd accumulation in sweet sorghum. Altogether, nitrate topdressing at seedling stage reshapes rhizosphere soil microbial functions, thereby improving sweet sorghum-assisted phytoremediation of Cd-polluted soil. • N topdressing at seedling stage promotes total internodes fresh weight of sweet sorghum grown in the Cd-polluted soil. • N topdressing at seedling stage remarkably increases shoot Cd accumulation as well as theoretical bioethanol yield. • Rhizosphere soil microbial divergence is driven by shoot Cd accumulation and soil nitrate content. • Soil N cycle genes nifK / H and narG / H / I are negatively correlated with shoot Cd accumulation. • znuC expression in rhizosphere soil is positively correlated with shoot Cd accumulation.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 12

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Seedling-stage nitrate application was more effective for cadmium phytoremediation than application at later stages.

Taxon
sweet sorghumt0
Treatment
applying nitrate at the seedling stagee0
Outcome
phytoremediation of Cd-polluted soile0
Direction
more effectivee0
Comparator
application at the jointing, flowering, or milk stagese0

Verbatim

e0

“applying nitrate at the seedling stage was significantly more effective than application at the jointing, flowering, or milk stages regarding phytoremediation of Cd-polluted soil”

✓ located verbatim in the source · abstract, characters 560–738 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Early nitrate topdressing increased internode fresh weight.

Taxon
sweet sorghumt0
Organ / stage
internodese0
Treatment
early topdressinge0
Outcome
fresh weight of internodese0
Direction
increasede0

Not reportedComparator

Verbatim

e0

“This early topdressing increased both fresh weight of internodes and total Cd accumulation in the shoots”

✓ located verbatim in the source · abstract, characters 740–844 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Early nitrate topdressing increased shoot cadmium accumulation.

Taxon
sweet sorghumt0
Organ / stage
shootse0
Treatment
early topdressinge0
Outcome
total Cd accumulation in the shootse0
Direction
increasede0

Not reportedComparator

Verbatim

e0

“This early topdressing increased both fresh weight of internodes and total Cd accumulation in the shoots”

✓ located verbatim in the source · abstract, characters 740–844 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Early topdressing gave the highest theoretical bioethanol production.

Taxon
sweet sorghumt0
Treatment
early topdressinge0
Outcome
theoretical bioethanol productione0
Direction
higheste0

Not reportedComparator

Verbatim

e0

“This early topdressing increased both fresh weight of internodes and total Cd accumulation in the shoots. Consequently, it also yielded the highest theoretical bioethanol production”

✓ located verbatim in the source · abstract, characters 740–921 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Soil nitrate content and shoot cadmium accumulation were key drivers of rhizosphere microbial community and function.

Taxon
sweet sorghumt0
Compound
soil nitratee0
Outcome
rhizosphere microbial community and its functionse0
Qualifier
shoot Cd accumulatione0

Not reportedDirection

Verbatim

e0

“soil nitrate content and shoot Cd accumulation were key factors in reshaping the rhizosphere microbial community and its functions”

✓ located verbatim in the source · abstract, characters 1054–1184 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Seedling-stage nitrate topdressing depressed rhizosphere nitrogen fixation.

Taxon
sweet sorghumt0
Treatment
Nitrate topdressing at seedling stagee0
Gene
nifK/He0
Outcome
rhizosphere nitrogen fixatione0
Direction
depressede0

Not reportedComparator

Verbatim

e0

“Nitrate topdressing at seedling stage depressed rhizosphere nitrogen fixation (indicated by downregulated nifK/H )”

✓ located verbatim in the source · abstract, characters 1186–1300 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Seedling-stage nitrate topdressing depressed denitrification.

Taxon
sweet sorghumt0
Treatment
Nitrate topdressing at seedling stagee0
Gene
narG/H/Ie0
Outcome
denitrificatione0
Direction
depressede0

Not reportedComparator

Verbatim

e0

“Nitrate topdressing at seedling stage depressed rhizosphere nitrogen fixation (indicated by downregulated nifK/H ) and denitrification (downregulated narG/H/I )”

✓ located verbatim in the source · abstract, characters 1186–1346 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Seedling-stage nitrate topdressing enhanced the ammonia cycle.

Taxon
sweet sorghumt0
Treatment
Nitrate topdressing at seedling stagee0
Gene
nirAe0
Outcome
ammonia cyclee0
Direction
enhancinge0

Not reportedComparator

Verbatim

e0

“Nitrate topdressing at seedling stage depressed rhizosphere nitrogen fixation (indicated by downregulated nifK/H ) and denitrification (downregulated narG/H/I ), while enhancing ammonia cycle (upregulated nirA )”

✓ located verbatim in the source · abstract, characters 1186–1397 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Mechanismobservedoriginal resultmeasured

Claim · model-written summary

The microbial functional shift increased soil nitrate content.

Taxon
sweet sorghumt0
Outcome
soil nitrate contente0
Direction
increasede0
Qualifier
This shifte0

Verbatim

e0

“This shift ultimately increased soil nitrate content”

✓ located verbatim in the source · abstract, characters 1399–1451 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Soil nitrate content was positively correlated with shoot cadmium accumulation.

Taxon
sweet sorghumt0
Compound
soil nitratee0
Outcome
shoot Cd accumulatione0
Direction
highere0

Verbatim

e0

“soil nitrate content, which was positively correlated with higher shoot Cd accumulation”

✓ located verbatim in the source · abstract, characters 1431–1518 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Rhizosphere metal resistance genes znuC s were positively correlated with shoot cadmium accumulation.

Taxon
sweet sorghume0
Gene
znuC se0
Outcome
shoot Cd accumulatione0
Direction
positively correlatede0

Verbatim

e0

“metal resistance genes znuC s were also positively correlated with shoot Cd accumulation in sweet sorghum”

✓ located verbatim in the source · abstract, characters 1534–1639 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Rhizosphere nitrogen cycle genes nifK / H and narG / H / I were negatively correlated with shoot cadmium accumulation.

Taxon
sweet sorghumt0
Gene
nifK / H and narG / H / Ie0
Outcome
shoot Cd accumulatione0
Direction
negatively correlatede0

Verbatim

e0

“Soil N cycle genes nifK / H and narG / H / I are negatively correlated with shoot Cd accumulation”

✓ located verbatim in the source · abstract, characters 2159–2256 · show in text ↑
t0

“sweet sorghum”

✓ located verbatim in the source · title, characters 41–54 · show in text ↑

fertilization · growth · SorghumResults differ

120 papers: 104 positive, 16 negative or no effect

103 papers in the same direction as this paper · 16 in the opposite direction

  1. negative
  2. negative
  3. no effect

116 papers more in this group

See all 120 papers →

fertilization · nutrient: content · SorghumPositive and negative results

118 papers: 111 positive, 7 negative or no effect

110 papers in the same direction as this paper · 6 in the opposite direction · 1 reporting no difference from an alternative

  1. no effect
  2. no effect
  3. negative

114 papers more in this group

See all 118 papers →

fertilization · yield · SorghumPositive and negative results

446 papers: 418 positive, 28 negative or no effect

417 papers in the same direction as this paper · 21 in the opposite direction · 7 reporting no difference from an alternative

  1. no effect
  2. no effect
  3. no effect

442 papers more in this group

See all 446 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.