Pro-inflammatory effects of inhaled Great Salt Lake dust particles.

Homo sapiensMus musculus airfine respirable suspended particulate matterlipopolysaccharide

Study subjects

SUBJECT:cowley-c57bl6-inhalation

Male and female C57Bl/6 mice, whole-body GSLD qPM2.5 inhalation

type: InVivoSubject Mus musculus NCBITaxon:10090 sex: male and female age: 9 week (single value; range 8 to 10 week)

Male and female C57Bl/6 mice 8-10 weeks of age, housed ~5/cage in an AALAC accredited vivarium and fed and watered ad libitum with standard chow. The age slot records the midpoint of the stated 8-10 week range with the range itself as the variability, because the paper gives a range rather than a single age.

Acute inhalation toxicology study; mice sacrificed and BAL collected 24 h after exposure

SUBJECT:cowley-c57bl6-opa

Male and female C57Bl/6 mice, GSLD qPM2.5 by oropharyngeal aspiration

type: InVivoSubject Mus musculus NCBITaxon:10090 sex: male and female age: 9 week (single value; range 8 to 10 week)

Male and female C57Bl/6 mice 8-10 weeks of age, housed ~5/cage in an AALAC accredited vivarium and fed and watered ad libitum with standard chow. Given a separate subject id from the inhalation cohort because these are different animals dosed by a different route.

Acute oropharyngeal aspiration dose-response study; BAL collected 24 h after treatment

SUBJECT:cowley-c57bl6-inhalation-3x

Male and female C57Bl/6 mice, 3x GSLD qPM2.5 inhalation, BAL protein

type: InVivoSubject Mus musculus NCBITaxon:10090 sex: male and female age: 9 week (single value; range 8 to 10 week)

Male and female C57Bl/6 mice 8-10 weeks of age. Given its own subject id because the BAL protein measurements come from the 3x exposure cohort specifically (issue #132).

Acute inhalation toxicology study; BAL collected 24 h after the 3x exposure

SUBJECT:cowley-c57bl6-wildtype

Wild-type C57Bl/6 mice, 3x GSLD qPM2.5 inhalation

type: InVivoSubject Mus musculus NCBITaxon:10090

Wild-type C57Bl/6 mice carrying the native mouse Trpv1 allele (asparagine at residue 606), the comparator for the humanized Trpv1N606D line.

Genotype comparison arm; BAL collected 24 h after the 3x exposure

SUBJECT:cowley-trpv1n606d

Humanized Trpv1N606D mice, 3x GSLD qPM2.5 inhalation

type: InVivoSubject Mus musculus NCBITaxon:10090

CRISPR-Cas9 knock-in mice carrying a single N606D substitution in mouse Trpv1, replacing the mouse asparagine with the corresponding human aspartate, plus two silent changes that block re-cutting and introduce an EcoN1 site for genotyping. Generated at the University of Utah Transgenic and Gene Targeting Mouse Core and sequence-confirmed at the N1 generation.

Genotype comparison arm; BAL collected 24 h after the 3x exposure

SUBJECT:cowley-c57bl6-cfa-comparison

Male and female C57Bl/6 mice, GSLD versus CFA qPM2.5 inhalation, 3x paradigm

type: InVivoSubject Mus musculus NCBITaxon:10090

Male and female C57Bl/6 mice 8-10 weeks of age. Given its own subject id because this cohort includes the CFA-exposed comparator animals (issue #132).

Particle-potency comparison arm; BAL collected 24 h after the 3x exposure

SUBJECT:cowley-c57bl6-lung-rna

Male and female C57Bl/6 mice, left lung lobe RNA after GSLD qPM2.5 inhalation

type: InVivoSubject Mus musculus NCBITaxon:10090 sex: male and female

Male and female C57Bl/6 mice 8-10 weeks of age. Given its own subject id because the RNA specimen is the left lung lobe rather than BAL (issue #132).

Acute inhalation toxicology study; lung taken 24 h after exposure

soma:cowley-hbec3kt-001

HBEC3-KT immortalized human bronchial epithelial cells

type: CellularSystem Homo sapiens NCBITaxon:9606 bronchial epithelial cell CL:0002328
soma:cowley-thp1-001

Differentiated (PMA) THP-1 macrophage-like cells

type: CellularSystem Homo sapiens NCBITaxon:9606

BALF sputum assays

BALF:cowley-gsld-inhalation-dose

BAL total cells and neutrophils after whole-body GSLD qPM2.5 inhalation, 1x to 6x

Fig. 5a and b and Supplemental Fig. 6. Male and female C57Bl/6 mice were exposed whole-body to GSLD qPM2.5 aerosol averaging ~200 mg/m3 post-chamber for 12 min (1x), 24 min (2x) or 36 min (3x) in one day, or 72 min over two days (6x), and BAL was collected 24 h after exposure. Total cell counts and the percentage of neutrophils both rose dose-dependently; the figure legend reports mean and standard deviation with 1-way ANOVA and a Dunnett post-test, significance ** p < 0.01 and **** p < 0.0001. Histology of the post-lavage tissue confirmed pulmonary inflammation, increased neutrophils and alveolar edema, and tissue flow cytometry confirmed Ly6G+ neutrophilia along with changes in eosinophils, alveolar, interstitial and monocyte-derived macrophages, CD3+ and CD8+ T cells and B cells (Supplemental Fig. 8). NO MEASUREMENT VALUES: the paper publishes these counts only as figures, so no output record carries a value and none was read off the figure. The paper states the effects were dose dependent with no difference between male and female mice.

Exposure conditions

ConditionAgentConcentrationDuration
Unexposed air control (no GSLD qPM2.5 aerosol)
EXPOSURE:cowley-air-control
air
ENVO:00002005
— —
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 12 min (1x)
EXPOSURE:cowley-gsld-inhal-1x-12min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 12 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 24 min in one day (2x)
EXPOSURE:cowley-gsld-inhal-2x-24min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 24 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 72 min over two days (6x)
EXPOSURE:cowley-gsld-inhal-6x-72min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 72 minute

Outputs

GroupOutputDescription
control BAL total cells and neutrophils - unexposed air control
BALF:cowley-gsld-inhalation-dose-output-control · under EXPOSURE:cowley-air-control
Figure-only data (Fig. 5a and b); no value recorded.
treated BAL total cells and neutrophils - 1x GSLD qPM2.5 inhalation (12 min)
BALF:cowley-gsld-inhalation-dose-output-1x · under EXPOSURE:cowley-gsld-inhal-1x-12min
Figure-only data (Fig. 5a and b); no value recorded.
treated BAL total cells and neutrophils - 2x GSLD qPM2.5 inhalation (24 min)
BALF:cowley-gsld-inhalation-dose-output-2x · under EXPOSURE:cowley-gsld-inhal-2x-24min
Figure-only data (Fig. 5a and b); no value recorded.
treated BAL total cells and neutrophils - 3x GSLD qPM2.5 inhalation (36 min)
BALF:cowley-gsld-inhalation-dose-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Fig. 5a and b); no value recorded.
treated BAL total cells and neutrophils - 6x GSLD qPM2.5 inhalation (72 min over two days)
BALF:cowley-gsld-inhalation-dose-output-6x · under EXPOSURE:cowley-gsld-inhal-6x-72min
Figure-only data (Fig. 5a and b); no value recorded.

Evidence

Mice exposed to/treated with GSLD qPM2.5 by inhalation (Fig. 5a and b and Supplemental Fig. 6) and OPA (Sup - plemental Fig. 7a-f) exhibited dose-dependent increases in total cells and neutrophils in BAL fluid collected 24 h after treatment.
SUPPORT MODEL ORGANISM PMID:39819386

States the direction and dose dependence of the total cell and neutrophil responses this assay records, and the 24 h sampling time.

Total cell counts and (b) percentage of neutrophils in BAL following inhalation exposure of mice to GSLD qPM2.5 for 12 min (1x), 24 min (2x), or 36 min (3x) over the course of one day or 72 min over 2 days (6x).
SUPPORT MODEL ORGANISM PMID:39819386

Fig. 5 legend, giving the two measured endpoints and the exposure duration behind each of this assay's four treated conditions.

Histological analysis of post-lavage tis - sue from both exposure paradigms confirmed pulmonary inflammation, increased neutrophils, and alveolar edema (Fig. 5c-f).
SUPPORT MODEL ORGANISM PMID:39819386

Independent histological confirmation of the airway inflammation key event this assay informs on.

Neutrophilia (Ly6G +), changes in eosinophils, alveolar, interstitial, and monocyte-derived macrophages, CD3+ T cells, CD8 + T cells, and B cells were also shown using tissue flow cytometry (Supplemental Fig. 8).
SUPPORT MODEL ORGANISM PMID:39819386

Confirms the neutrophilia by a second method and names the other leukocyte populations that changed.

Data are the mean and standard deviation. **p < 0.01 and ****p < 0.0001 using 1-way ANOVA and a Dunnett post-test
SUPPORT MODEL ORGANISM PMID:39819386

Fig. 5 legend statistics, recorded in the description because the per-group values themselves are figure-only.

PM concentrations averaged ~ 1,800 mg/m3 pre-chamber and ~ 200 mg/m3 post-chamber, with ~ 75% being ≤ 2.5 μm.
SUPPORT MODEL ORGANISM PMID:39819386

Source of the ~200 mg/m3 aerosol concentration carried by each inhalation exposure condition in this assay.

BALF:cowley-gsld-opa-dose

BAL total cells and neutrophils after oropharyngeal aspiration of GSLD qPM2.5, 2.5 to 250 ug

Supplemental Fig. 7a-f. GSLD qPM2.5 was delivered by oropharyngeal aspiration in 25 uL at 2.5, 12.5, 62.5 and 250 ug, and BAL was collected 24 h later. Total cells and neutrophils rose dose-dependently, as for the inhalation arm, and the post-lavage histology showed the same pulmonary inflammation, increased neutrophils and alveolar edema. The paper states these doses model potential inhalable doses of ~86.4-375 ug PM2.5 for humans. NO MEASUREMENT VALUES: this arm is published only as a supplemental figure, so each output record carries its dose condition and no value.

Exposure conditions

ConditionAgentConcentrationDuration
Oropharyngeal aspiration vehicle control, 25 uL
EXPOSURE:cowley-opa-vehicle
— — —
GSLD qPM2.5 oropharyngeal aspiration, 2.5 ug in 25 uL
EXPOSURE:cowley-gsld-opa-2p5ug
fine respirable suspended particulate matter
ENVO:01000415
2.5 microgram —
GSLD qPM2.5 oropharyngeal aspiration, 12.5 ug in 25 uL
EXPOSURE:cowley-gsld-opa-12p5ug
fine respirable suspended particulate matter
ENVO:01000415
12.5 microgram —
GSLD qPM2.5 oropharyngeal aspiration, 62.5 ug in 25 uL
EXPOSURE:cowley-gsld-opa-62p5ug
fine respirable suspended particulate matter
ENVO:01000415
62.5 microgram —
GSLD qPM2.5 oropharyngeal aspiration, 250 ug in 25 uL
EXPOSURE:cowley-gsld-opa-250ug
fine respirable suspended particulate matter
ENVO:01000415
250 microgram —

Outputs

GroupOutputDescription
vehicle_control BAL total cells and neutrophils - OPA vehicle control
BALF:cowley-gsld-opa-dose-output-vehicle · under EXPOSURE:cowley-opa-vehicle
Figure-only data (Supplemental Fig. 7); no value recorded.
treated BAL total cells and neutrophils - 2.5 ug GSLD qPM2.5 by OPA
BALF:cowley-gsld-opa-dose-output-2p5ug · under EXPOSURE:cowley-gsld-opa-2p5ug
Figure-only data (Supplemental Fig. 7); no value recorded.
treated BAL total cells and neutrophils - 12.5 ug GSLD qPM2.5 by OPA
BALF:cowley-gsld-opa-dose-output-12p5ug · under EXPOSURE:cowley-gsld-opa-12p5ug
Figure-only data (Supplemental Fig. 7); no value recorded.
treated BAL total cells and neutrophils - 62.5 ug GSLD qPM2.5 by OPA
BALF:cowley-gsld-opa-dose-output-62p5ug · under EXPOSURE:cowley-gsld-opa-62p5ug
Figure-only data (Supplemental Fig. 7); no value recorded.
treated BAL total cells and neutrophils - 250 ug GSLD qPM2.5 by OPA
BALF:cowley-gsld-opa-dose-output-250ug · under EXPOSURE:cowley-gsld-opa-250ug
Figure-only data (Supplemental Fig. 7); no value recorded.

Evidence

Mice exposed to/treated with GSLD qPM2.5 by inhalation (Fig. 5a and b and Supplemental Fig. 6) and OPA (Sup - plemental Fig. 7a-f) exhibited dose-dependent increases in total cells and neutrophils in BAL fluid collected 24 h after treatment.
SUPPORT MODEL ORGANISM PMID:39819386

Names the OPA arm explicitly and states the dose-dependent increase in total cells and neutrophils that this assay records.

Doses of 2.5, 12.5, 62.5, and 250 µg qPM2.5 were used to model potential inhalable doses of ~ 86.4–375 µg PM 2.5 for humans
SUPPORT MODEL ORGANISM PMID:39819386

Gives the four OPA doses carried by this assay's exposure conditions and the human inhaled doses they were chosen to model.

Mice were either exposed to GSLD qPM2.5 by oropharyngeal (OPA) aspiration using a total volume of 25 µL or inhalation (whole body) using an inExpose system (Scireq, Quebec Canada).
SUPPORT MODEL ORGANISM PMID:39819386

Establishes the 25 uL aspiration volume and distinguishes this route from the inhalation arm.

BALF:cowley-gsld-3x-cytokines

BAL IL6 and CXCL1 protein after 3x GSLD qPM2.5 inhalation

Fig. 6e and f. CXCL1 and IL6 protein concentrations were measured by ELISA in the first 1 mL of BAL fluid from mice given the 3x inhalation exposure, and both were elevated 2-3-fold relative to control. The figure legend reports mean and standard deviation analysed by 1-way ANOVA with a Dunnett post-test. NO ABSOLUTE VALUES: the per-group concentrations appear only in the figure, so neither output record carries an il6_concentration or il8_concentration value. The stated 2-3-fold rise is recorded in response_comparisons as a fold_change whose variability is the reported range, with derivation: reported_in_paper. Note that CXCL1 (KC) is a mouse chemokine with no named BALFSputumOutput slot of its own; the paper itself describes IL8 as the human analogue of Cxcl1 and Cxcl2, and the CXCL1 comparison below therefore uses il8_concentration as its compared_measurement, following the convention used elsewhere in this corpus for murine KC.

Exposure conditions

ConditionAgentConcentrationDuration
Unexposed air control (no GSLD qPM2.5 aerosol)
EXPOSURE:cowley-air-control
air
ENVO:00002005
— —
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute

Outputs

GroupOutputDescription
control BAL IL6 and CXCL1 - unexposed air control
BALF:cowley-gsld-3x-cytokines-output-control · under EXPOSURE:cowley-air-control
Figure-only data (Fig. 6e and f); no concentration value recorded.
treated BAL IL6 and CXCL1 - 3x GSLD qPM2.5 inhalation
BALF:cowley-gsld-3x-cytokines-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Fig. 6e and f); no concentration value recorded. The paper states both proteins were elevated 2-3-fold, which is captured in response_comparisons.

Evidence

IL6 and CXCL1 protein in BAL was also elevated 2-3-fold in BAL following inha - lation (Fig. 6e and f).
SUPPORT MODEL ORGANISM PMID:39819386

The sole quantitative statement about these two BAL proteins, and the source of the 2-3-fold change recorded in response_comparisons.

CXCL1 and (f) IL6 protein concentrations in BAL of 3x exposed mice determined by ELISA.
SUPPORT MODEL ORGANISM PMID:39819386

Fig. 6 legend, confirming that these measurements come from the 3x exposure group and were made by ELISA.

mouse CXCL1 (KC) and IL6 kits were purchased from Invitrogen, and performed as specified by the supplier.
SUPPORT MODEL ORGANISM PMID:39819386

Identifies the two ELISA kits behind this assay's protocols.

Exposure of mice via inhalation and oropharyngeal aspiration caused neutrophilia, increased expression of mRNA for Il6, Cxcl1, Cxcl2, and Muc5ac in the lungs, and increased IL6 and CXCL1 in bronchoalveolar lavage.
SUPPORT MODEL ORGANISM PMID:39819386

The authors' own summary that inhalation increased IL6 and CXCL1 in bronchoalveolar lavage, which is the direction this assay records.

BALF:cowley-gsld-3x-neutrophils-wt

BAL neutrophil percentage in wild-type C57Bl/6 mice after 3x GSLD qPM2.5 inhalation

Fig. 11c. Wild-type C57Bl/6 mice given the 3x GSLD qPM2.5 inhalation paradigm had 58 +/- 9% neutrophils in BAL. The figure legend states the data are the mean and standard deviation, analysed by one-way ANOVA with a Bonferroni post-test. This is the wild-type reference group for the Trpv1N606D comparison recorded in the companion assay.

Exposure conditions

ConditionAgentConcentrationDuration
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute

Outputs

GroupOutputDescription
treated BAL neutrophil percentage - wild-type C57Bl/6, 3x GSLD qPM2.5
BALF:cowley-gsld-3x-neutrophils-wt-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
neutrophil percentage: 58 percent (mean; standard deviation ±9 percent)

Evidence

Using the 3x GSLD qPM2.5 inhalation exposure paradigm, Trpv1N606D mice exhibited increased (76 ± 6 vs. 58 ± 9%) neutro - philia compared to wild-type controls (Fig. 11c)
SUPPORT MODEL ORGANISM PMID:39819386

States the 58 +/- 9% wild-type BAL neutrophil percentage recorded in this assay's output record, and the 3x exposure paradigm it was measured under.

comparison of BAL neutrophils in wild-type C57Bl/6 and Trpv1N606D
SUPPORT MODEL ORGANISM PMID:39819386

Fig. 11c legend, confirming the wild-type strain is C57Bl/6 and that the endpoint is BAL neutrophils.

BALF:cowley-gsld-3x-neutrophils-trpv1n606d

BAL neutrophil percentage in humanized Trpv1N606D mice after 3x GSLD qPM2.5 inhalation

Fig. 11c. CRISPR-Cas9 Trpv1N606D mice, in which the mouse TRPV1 residue N606 is replaced by the corresponding human aspartate, had 76 +/- 6% neutrophils in BAL after the 3x GSLD qPM2.5 inhalation paradigm, higher than the 58 +/- 9% of wild-type C57Bl/6 controls. The mice were made because mouse TRPV1 is intrinsically less sensitive than human TRPV1 to coal fly ash, and the N606D substitution sensitized mouse TRPV1 to both CFA and GSLD qPM2.5 in calcium flux assays. The authors read the greater neutrophilia as support for TRPV1 initiating lung inflammation after GSLD inhalation. The paper also notes that increases in lung cytokine mRNA and BAL cytokine protein in these mice were comparable to, and not significantly different from, wild-type mice, so no such difference is recorded here.

Exposure conditions

ConditionAgentConcentrationDuration
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute

Outputs

GroupOutputDescription
treated BAL neutrophil percentage - humanized Trpv1N606D, 3x GSLD qPM2.5
BALF:cowley-gsld-3x-neutrophils-trpv1n606d-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
neutrophil percentage: 76 percent (mean; standard deviation ±6 percent)

Evidence

Using the 3x GSLD qPM2.5 inhalation exposure paradigm, Trpv1N606D mice exhibited increased (76 ± 6 vs. 58 ± 9%) neutro - philia compared to wild-type controls (Fig. 11c)
SUPPORT MODEL ORGANISM PMID:39819386

States the 76 +/- 6% BAL neutrophil percentage recorded in this assay's output record and the wild-type value it exceeded.

Trpv1N606D mice exhibited greater neutrophilia than C57Bl/6 mice following GSLD qPM2.5 inhalation.
SUPPORT MODEL ORGANISM PMID:39819386

The authors' own abstract-level statement of the genotype effect this assay and its wild-type companion record together.

BALF:cowley-gsld-vs-cfa-3x

BAL neutrophilia after 3x inhalation of GSLD qPM2.5 versus coal fly ash qPM2.5

Supplemental Fig. 10. Using the 3x inhalation paradigm, GSLD qPM2.5 produced greater neutrophilia than an equivalent dose of coal fly ash (CFA) qPM2.5, as well as greater Cxcl2 and Muc5ac mRNA expression. CFA is a well-characterized pneumotoxic particulate from the Hunter power plant in Castledale, UT, prepared as qPM2.5 by the same cascade-impactor method, and the authors use it as the reference particle against which GSLD potency is judged. NO MEASUREMENT VALUES: this comparison is published only as a supplemental figure, so both output records carry their condition and no value.

Exposure conditions

ConditionAgentConcentrationDuration
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute
Coal fly ash qPM2.5 whole-body inhalation, 3x paradigm, equivalent dose to GSLD
EXPOSURE:cowley-cfa-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
— 36 minute

Outputs

GroupOutputDescription
treated BAL neutrophilia - 3x coal fly ash qPM2.5 inhalation (reference particle)
BALF:cowley-gsld-vs-cfa-3x-output-cfa · under EXPOSURE:cowley-cfa-inhal-3x-36min
Figure-only data (Supplemental Fig. 10); no value recorded. CFA is the comparator particle, not an unexposed control.
treated BAL neutrophilia - 3x GSLD qPM2.5 inhalation
BALF:cowley-gsld-vs-cfa-3x-output-gsld · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Supplemental Fig. 10); no value recorded. The paper states this group's neutrophilia exceeded that of the equivalent CFA dose.

Evidence

Using the 3x exposure paradigm, GSLD qPM 2.5 elicited greater neutrophilia as well as Cxcl2 and Muc5ac mRNA expression than an equivalent dose of CFA qPM 2.5 (Sup- plemental Fig. 10).
SUPPORT MODEL ORGANISM PMID:39819386

States the comparison this assay records: greater neutrophilia from GSLD than from an equivalent dose of CFA under the 3x paradigm.

Inhaled GSLD qPM2.5 caused a greater neutrophilic response than coal fly ash qPM2.5 and was more cytotoxic to human airway epithelial cells (HBEC3-KT) in vitro.
SUPPORT MODEL ORGANISM PMID:39819386

The authors' own abstract-level statement of the same GSLD-versus-CFA result.

Inhalation exposure to CFA qPM2.5 was also performed using the 3x exposure paradigm and in all cases, 24 h after exposure, mice were sacrificed by Euthasol injection.
SUPPORT MODEL ORGANISM PMID:39819386

Establishes that the CFA comparator arm used the same 3x paradigm and 24 h sampling time as the GSLD arm.

Gene expression assays

GENE:cowley-il6-lung-inhalation

Mouse lung Il6 mRNA after whole-body GSLD qPM2.5 inhalation

Fig. 6a. Il6 mRNA in the left lung lobe rose after whole-body inhalation of GSLD qPM2.5, measured by TaqMan qRT-PCR and normalized to Gapdh by the comparative cycle threshold method. The paper states the effects were dose dependent with no differences between male and female mice, and that the same induction occurred after oropharyngeal aspiration (Supplemental Fig. 9a). The figure legend reports mean and standard deviation with 1-way ANOVA and a Dunnett post-test (* p < 0.05, ** p < 0.01, p < 0.001). NO MEASUREMENT VALUES: the relative expression values appear only in the figure, so each output record carries its condition and no mrna_level.

target gene: NCBIGene:16193 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: Gapdh

Exposure conditions

ConditionAgentConcentrationDuration
Unexposed air control (no GSLD qPM2.5 aerosol)
EXPOSURE:cowley-air-control
air
ENVO:00002005
— —
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 12 min (1x)
EXPOSURE:cowley-gsld-inhal-1x-12min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 12 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 24 min in one day (2x)
EXPOSURE:cowley-gsld-inhal-2x-24min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 24 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 72 min over two days (6x)
EXPOSURE:cowley-gsld-inhal-6x-72min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 72 minute

Outputs

GroupOutputDescription
control Lung Il6 mRNA - unexposed air control
GENE:cowley-il6-lung-inhalation-output-control · under EXPOSURE:cowley-air-control
Figure-only data (Fig. 6a); no value recorded.
treated Lung Il6 mRNA - 1x GSLD qPM2.5 inhalation
GENE:cowley-il6-lung-inhalation-output-1x · under EXPOSURE:cowley-gsld-inhal-1x-12min
Figure-only data (Fig. 6a); no value recorded.
treated Lung Il6 mRNA - 2x GSLD qPM2.5 inhalation
GENE:cowley-il6-lung-inhalation-output-2x · under EXPOSURE:cowley-gsld-inhal-2x-24min
Figure-only data (Fig. 6a); no value recorded.
treated Lung Il6 mRNA - 3x GSLD qPM2.5 inhalation
GENE:cowley-il6-lung-inhalation-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Fig. 6a); no value recorded.
treated Lung Il6 mRNA - 6x GSLD qPM2.5 inhalation
GENE:cowley-il6-lung-inhalation-output-6x · under EXPOSURE:cowley-gsld-inhal-6x-72min
Figure-only data (Fig. 6a); no value recorded.

Evidence

At the molecular level, both inhaled (Fig. 6a-d) and OPA-delivered GSLD qPM 2.5 (Supplemental Fig. 9a-d) induced the expression of mRNA for Cxcl1, Cxcl2, Il6
SUPPORT MODEL ORGANISM PMID:39819386

States that both inhaled and aspirated GSLD qPM2.5 induced Il6 mRNA, the direction this assay records. The sentence continues past a figure caption in the source text, so the quote stops where the caption interrupts it.

increased expression of mRNA for Il6, Cxcl1, and Cxcl2 occurred.
SUPPORT MODEL ORGANISM PMID:39819386

The authors' discussion restating that lung Il6 mRNA increased, alongside Cxcl1 and Cxcl2.

The effects of GSLD were dose dependent and no differences were observed between male and female mice.
SUPPORT MODEL ORGANISM PMID:39819386

Supports the dose dependence recorded in the description and the pooling of male and female mice in the study subject.

Cytokine gene expression was analyzed by quantita- tive real-time polymerase reaction using a Life Technolo- gies QuantStudio 6 Flex instrument and TaqMan probes (Applied Biosystems) for mouse Il6 (Mm00446190_m1), Cxcl1 (Mm04207460_m1), Cxcl2 (Mm00436450_m1), and Muc5ac (Mm01276718_m1).
SUPPORT MODEL ORGANISM PMID:39819386

Identifies the TaqMan probe and platform behind this assay's protocol, and the four mouse targets that are split across one assay each.

Values for relative gene expression were normalized to the housekeeping gene mouse glyceraldehyde-3-phosphate dehydrogenase (Gapdh; Mm99999915_g1), which exhibited stability across treatments utilizing the comparative cycle thresh - old (ΔΔCT) method.
SUPPORT MODEL ORGANISM PMID:39819386

Source of the normalization_reference recorded on this assay.

GENE:cowley-cxcl1-lung-inhalation

Mouse lung Cxcl1 mRNA after whole-body GSLD qPM2.5 inhalation

Fig. 6b. Cxcl1 mRNA in the left lung lobe rose after whole-body inhalation of GSLD qPM2.5, measured by TaqMan qRT-PCR and normalized to Gapdh by the comparative cycle threshold method. The paper states the effects were dose dependent with no differences between male and female mice, and that the same induction occurred after oropharyngeal aspiration (Supplemental Fig. 9b). The figure legend reports mean and standard deviation with 1-way ANOVA and a Dunnett post-test (* p < 0.05, ** p < 0.01, p < 0.001). NO MEASUREMENT VALUES: the relative expression values appear only in the figure, so each output record carries its condition and no mrna_level.

target gene: NCBIGene:14825 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: Gapdh

Exposure conditions

ConditionAgentConcentrationDuration
Unexposed air control (no GSLD qPM2.5 aerosol)
EXPOSURE:cowley-air-control
air
ENVO:00002005
— —
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 12 min (1x)
EXPOSURE:cowley-gsld-inhal-1x-12min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 12 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 24 min in one day (2x)
EXPOSURE:cowley-gsld-inhal-2x-24min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 24 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 72 min over two days (6x)
EXPOSURE:cowley-gsld-inhal-6x-72min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 72 minute

Outputs

GroupOutputDescription
control Lung Cxcl1 mRNA - unexposed air control
GENE:cowley-cxcl1-lung-inhalation-output-control · under EXPOSURE:cowley-air-control
Figure-only data (Fig. 6b); no value recorded.
treated Lung Cxcl1 mRNA - 1x GSLD qPM2.5 inhalation
GENE:cowley-cxcl1-lung-inhalation-output-1x · under EXPOSURE:cowley-gsld-inhal-1x-12min
Figure-only data (Fig. 6b); no value recorded.
treated Lung Cxcl1 mRNA - 2x GSLD qPM2.5 inhalation
GENE:cowley-cxcl1-lung-inhalation-output-2x · under EXPOSURE:cowley-gsld-inhal-2x-24min
Figure-only data (Fig. 6b); no value recorded.
treated Lung Cxcl1 mRNA - 3x GSLD qPM2.5 inhalation
GENE:cowley-cxcl1-lung-inhalation-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Fig. 6b); no value recorded.
treated Lung Cxcl1 mRNA - 6x GSLD qPM2.5 inhalation
GENE:cowley-cxcl1-lung-inhalation-output-6x · under EXPOSURE:cowley-gsld-inhal-6x-72min
Figure-only data (Fig. 6b); no value recorded.

Evidence

At the molecular level, both inhaled (Fig. 6a-d) and OPA-delivered GSLD qPM 2.5 (Supplemental Fig. 9a-d) induced the expression of mRNA for Cxcl1, Cxcl2, Il6
SUPPORT MODEL ORGANISM PMID:39819386

States that both inhaled and aspirated GSLD qPM2.5 induced Cxcl1 mRNA, the direction this assay records. The sentence continues past a figure caption in the source text, so the quote stops where the caption interrupts it.

increased expression of mRNA for Il6, Cxcl1, and Cxcl2 occurred.
SUPPORT MODEL ORGANISM PMID:39819386

The authors' discussion restating that lung Cxcl1 mRNA increased, alongside the other two cytokine genes.

The effects of GSLD were dose dependent and no differences were observed between male and female mice.
SUPPORT MODEL ORGANISM PMID:39819386

Supports the dose dependence recorded in the description and the pooling of male and female mice in the study subject.

Cytokine gene expression was analyzed by quantita- tive real-time polymerase reaction using a Life Technolo- gies QuantStudio 6 Flex instrument and TaqMan probes (Applied Biosystems) for mouse Il6 (Mm00446190_m1), Cxcl1 (Mm04207460_m1), Cxcl2 (Mm00436450_m1), and Muc5ac (Mm01276718_m1).
SUPPORT MODEL ORGANISM PMID:39819386

Identifies the TaqMan probe and platform behind this assay's protocol, and the four mouse targets that are split across one assay each.

Values for relative gene expression were normalized to the housekeeping gene mouse glyceraldehyde-3-phosphate dehydrogenase (Gapdh; Mm99999915_g1), which exhibited stability across treatments utilizing the comparative cycle thresh - old (ΔΔCT) method.
SUPPORT MODEL ORGANISM PMID:39819386

Source of the normalization_reference recorded on this assay.

GENE:cowley-cxcl2-lung-inhalation

Mouse lung Cxcl2 mRNA after whole-body GSLD qPM2.5 inhalation

Fig. 6c. Cxcl2 mRNA in the left lung lobe rose after whole-body inhalation of GSLD qPM2.5, measured by TaqMan qRT-PCR and normalized to Gapdh by the comparative cycle threshold method. The paper states the effects were dose dependent with no differences between male and female mice, and that the same induction occurred after oropharyngeal aspiration (Supplemental Fig. 9c). The figure legend reports mean and standard deviation with 1-way ANOVA and a Dunnett post-test (* p < 0.05, ** p < 0.01, p < 0.001). NO MEASUREMENT VALUES: the relative expression values appear only in the figure, so each output record carries its condition and no mrna_level.

target gene: NCBIGene:20310 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: Gapdh

Exposure conditions

ConditionAgentConcentrationDuration
Unexposed air control (no GSLD qPM2.5 aerosol)
EXPOSURE:cowley-air-control
air
ENVO:00002005
— —
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 12 min (1x)
EXPOSURE:cowley-gsld-inhal-1x-12min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 12 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 24 min in one day (2x)
EXPOSURE:cowley-gsld-inhal-2x-24min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 24 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 72 min over two days (6x)
EXPOSURE:cowley-gsld-inhal-6x-72min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 72 minute

Outputs

GroupOutputDescription
control Lung Cxcl2 mRNA - unexposed air control
GENE:cowley-cxcl2-lung-inhalation-output-control · under EXPOSURE:cowley-air-control
Figure-only data (Fig. 6c); no value recorded.
treated Lung Cxcl2 mRNA - 1x GSLD qPM2.5 inhalation
GENE:cowley-cxcl2-lung-inhalation-output-1x · under EXPOSURE:cowley-gsld-inhal-1x-12min
Figure-only data (Fig. 6c); no value recorded.
treated Lung Cxcl2 mRNA - 2x GSLD qPM2.5 inhalation
GENE:cowley-cxcl2-lung-inhalation-output-2x · under EXPOSURE:cowley-gsld-inhal-2x-24min
Figure-only data (Fig. 6c); no value recorded.
treated Lung Cxcl2 mRNA - 3x GSLD qPM2.5 inhalation
GENE:cowley-cxcl2-lung-inhalation-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Fig. 6c); no value recorded.
treated Lung Cxcl2 mRNA - 6x GSLD qPM2.5 inhalation
GENE:cowley-cxcl2-lung-inhalation-output-6x · under EXPOSURE:cowley-gsld-inhal-6x-72min
Figure-only data (Fig. 6c); no value recorded.

Evidence

At the molecular level, both inhaled (Fig. 6a-d) and OPA-delivered GSLD qPM 2.5 (Supplemental Fig. 9a-d) induced the expression of mRNA for Cxcl1, Cxcl2, Il6
SUPPORT MODEL ORGANISM PMID:39819386

States that both inhaled and aspirated GSLD qPM2.5 induced Cxcl2 mRNA, the direction this assay records. The sentence continues past a figure caption in the source text, so the quote stops where the caption interrupts it.

increased expression of mRNA for Il6, Cxcl1, and Cxcl2 occurred.
SUPPORT MODEL ORGANISM PMID:39819386

The authors' discussion restating that lung Cxcl2 mRNA increased, alongside the other two cytokine genes.

The effects of GSLD were dose dependent and no differences were observed between male and female mice.
SUPPORT MODEL ORGANISM PMID:39819386

Supports the dose dependence recorded in the description and the pooling of male and female mice in the study subject.

Cytokine gene expression was analyzed by quantita- tive real-time polymerase reaction using a Life Technolo- gies QuantStudio 6 Flex instrument and TaqMan probes (Applied Biosystems) for mouse Il6 (Mm00446190_m1), Cxcl1 (Mm04207460_m1), Cxcl2 (Mm00436450_m1), and Muc5ac (Mm01276718_m1).
SUPPORT MODEL ORGANISM PMID:39819386

Identifies the TaqMan probe and platform behind this assay's protocol, and the four mouse targets that are split across one assay each.

Values for relative gene expression were normalized to the housekeeping gene mouse glyceraldehyde-3-phosphate dehydrogenase (Gapdh; Mm99999915_g1), which exhibited stability across treatments utilizing the comparative cycle thresh - old (ΔΔCT) method.
SUPPORT MODEL ORGANISM PMID:39819386

Source of the normalization_reference recorded on this assay.

GENE:cowley-il6-hbec-chelators

IL6 mRNA in HBEC3-KT cells - GSLD qPM2.5 with calcium/metal chelation and TLR4 inhibition

Fig. 8a. HBEC3-KT cells treated for 24 h with GSLD qPM2.5 at 0.25 mg/mL (66 ug/cm2) induced IL6 mRNA, reproducing the Il6 induction seen in mouse lung. The induction was significantly reduced by co-treatment with the metal/calcium chelator EGTA plus the non-selective calcium channel blocker ruthenium red (10 + 50 uM), and was also reduced - though the authors describe the effect as slight - by the TLR4 inhibitor TAK-242 (1 uM) and by the iron chelator deferoxamine (50 uM). The figure legend states the data are mean and standard deviation analysed by 1-way ANOVA with a Dunnett post-test (** p < 0.01, **** p < 0.0001), with all treatment groups corrected for their respective controls and normalized to GSLD qPM2.5 treated cells. Separately (Fig. 8c), pre-extracting the dust with water and ethanol, which sterilized it and removed soluble components, ENHANCED IL6 induction, while heating it to 500 C for 4 h, which sterilized it and removed or degraded semi-volatile organics and oxidized metals, REDUCED IL6 induction. NO MEASUREMENT VALUES: every value in this figure is a figure-only normalized ratio, so no output record carries an mrna_level. Context for potency: in these same cells the LC50 for GSLD qPM2.5 was 0.73 mg/mL (459 ug/cm2) versus 1.13 mg/mL for unfractionated GSLD and 4.36 mg/mL for coal fly ash, so the 66 ug/cm2 used here is well below the cytotoxic range. The schema has no cytotoxicity assay class, so those LC50 values are recorded here and in the quoted evidence rather than being forced into an unrelated assay type.

target gene: NCBIGene:3569 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: B2M

Exposure conditions

ConditionAgentConcentrationDuration
HBEC3-KT media-only control, 24 h
EXPOSURE:cowley-hbec-media-control
— — —
GSLD qPM2.5 0.25 mg/mL (66 ug/cm2) on HBEC3-KT cells, 24 h
EXPOSURE:cowley-gsld-hbec-66ug-24h
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with EGTA 10 uM plus ruthenium red 50 uM co-treatment, 24 h
EXPOSURE:cowley-gsld-hbec-egta-rr
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with TAK-242 1 uM co-treatment, 24 h
EXPOSURE:cowley-gsld-hbec-tak242
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with deferoxamine 50 uM co-treatment, 24 h
EXPOSURE:cowley-gsld-hbec-dfo
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour

Outputs

GroupOutputDescription
control IL6 mRNA - HBEC3-KT media-only control
GENE:cowley-il6-hbec-chelators-output-control · under EXPOSURE:cowley-hbec-media-control
Figure-only data (Fig. 8a); no value recorded.
treated IL6 mRNA - GSLD qPM2.5 alone
GENE:cowley-il6-hbec-chelators-output-gsld · under EXPOSURE:cowley-gsld-hbec-66ug-24h
Figure-only data (Fig. 8a); no value recorded. This is the no-inhibitor reference against which each co-treatment was normalized.
treated IL6 mRNA - GSLD qPM2.5 plus EGTA and ruthenium red
GENE:cowley-il6-hbec-chelators-output-egta-rr · under EXPOSURE:cowley-gsld-hbec-egta-rr
Figure-only data (Fig. 8a); no value recorded. The paper states this co-treatment significantly reduced IL6 induction.
treated IL6 mRNA - GSLD qPM2.5 plus TAK-242
GENE:cowley-il6-hbec-chelators-output-tak242 · under EXPOSURE:cowley-gsld-hbec-tak242
Figure-only data (Fig. 8a); no value recorded. The paper states TAK-242 reduced IL6 but not IL8 induction, and describes the reduction as slight.
treated IL6 mRNA - GSLD qPM2.5 plus deferoxamine
GENE:cowley-il6-hbec-chelators-output-dfo · under EXPOSURE:cowley-gsld-hbec-dfo
Figure-only data (Fig. 8a); no value recorded. The paper states deferoxamine reduced IL6 but not IL8 induction.

Evidence

Treatment of HBEC3-KT cells for 24 h with GSLD qPM2.5 (0.25 mg/mL; 66 µg/cm 2) replicated the induc - tion of Il6, Cxcl1, and Cxcl2 mRNA observed in mice.
SUPPORT IN VITRO PMID:39819386

Gives the concentration, duration and result for this assay's GSLD condition, and states that it reproduced the mouse lung induction.

Induction of IL6 and IL8 mRNA was signifi - cantly reduced by co-treating cells with a combination of the metal/calcium chelator EGTA and the non-selec - tive calcium channel blocker ruthenium red (RR; Fig. 8a and b).
SUPPORT IN VITRO PMID:39819386

States the significant reduction of IL6 induction by EGTA plus ruthenium red that this assay's chelator condition records.

The TLR4 inhibitor TAK-242 and the iron che - lator deferoxamine also reduced IL6, but not IL8 induc- tion (Fig. 8a and b).
SUPPORT IN VITRO PMID:39819386

States that TAK-242 and deferoxamine reduced IL6 induction specifically, which is what distinguishes this assay's results from the IL8 companion assay.

For these studies, a concentration of 0.25 mg/mL or 66 µg/cm2 was used for HBEC3-KT cells and 0.045 mg/ mL or 12 µg/cm 2 for THP-1 cells.
SUPPORT IN VITRO PMID:39819386

Source of the 66 ug/cm2 concentration carried by every GSLD condition in this assay.

GSLD qPM 2.5 was more cyto - toxic than unfractionated GSLD and CFA; the LC 50 for unfractionated GSLD and GSLD qPM 2.5 were 1.13 mg/ mL (710 µg/cm 2) and 0.73 mg/mL (459 µg/cm 2), respec- tively.
SUPPORT IN VITRO PMID:39819386

The LC50 values quoted in this assay's description, which establish that the 66 ug/cm2 treatment concentration is well below cytotoxic levels. Retained as evidence because the schema has no cytotoxicity assay class.

Immortalized human bronchial epithelial (HBEC3-KT) cells (ATCC; Rockville, MD) were grown in Airway Epithelial Basal Medium supplemented with Bronchial Epithelial Cell Growth Kit (ATCC; Rockville, MD).
SUPPORT IN VITRO PMID:39819386

Identifies the cell model and culture medium recorded on this assay's study subject.

GENE:cowley-il8-hbec-chelators

IL8 mRNA in HBEC3-KT cells - GSLD qPM2.5 with calcium/metal chelation and TLR4 inhibition

Fig. 8b. The companion of the IL6 chelator assay, run on the same cells and conditions but reading IL8, which the paper identifies as the human analogue of mouse Cxcl1 and Cxcl2. GSLD qPM2.5 at 66 ug/cm2 for 24 h induced IL8 mRNA, and the induction was significantly reduced by EGTA plus ruthenium red (10 + 50 uM). THE TWO READOUTS DIVERGE HERE: unlike IL6, IL8 induction was NOT reduced by the TLR4 inhibitor TAK-242 (1 uM) or by the iron chelator deferoxamine (50 uM). Likewise (Fig. 8d), neither water/ethanol pre-extraction nor heating to 500 C affected IL8 induction, although the authors note a trend toward enhanced IL8 induction after heating. The figure legend states the data are mean and standard deviation analysed by 1-way ANOVA with a Dunnett post-test, with all treatment groups corrected for their respective controls and normalized to GSLD qPM2.5 treated cells. NO MEASUREMENT VALUES: every value in this figure is a figure-only normalized ratio, so no output record carries an mrna_level.

target gene: NCBIGene:3576 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: B2M

Exposure conditions

ConditionAgentConcentrationDuration
HBEC3-KT media-only control, 24 h
EXPOSURE:cowley-hbec-media-control
— — —
GSLD qPM2.5 0.25 mg/mL (66 ug/cm2) on HBEC3-KT cells, 24 h
EXPOSURE:cowley-gsld-hbec-66ug-24h
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with EGTA 10 uM plus ruthenium red 50 uM co-treatment, 24 h
EXPOSURE:cowley-gsld-hbec-egta-rr
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with TAK-242 1 uM co-treatment, 24 h
EXPOSURE:cowley-gsld-hbec-tak242
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with deferoxamine 50 uM co-treatment, 24 h
EXPOSURE:cowley-gsld-hbec-dfo
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour

Outputs

GroupOutputDescription
control IL8 mRNA - HBEC3-KT media-only control
GENE:cowley-il8-hbec-chelators-output-control · under EXPOSURE:cowley-hbec-media-control
Figure-only data (Fig. 8b); no value recorded.
treated IL8 mRNA - GSLD qPM2.5 alone
GENE:cowley-il8-hbec-chelators-output-gsld · under EXPOSURE:cowley-gsld-hbec-66ug-24h
Figure-only data (Fig. 8b); no value recorded. This is the no-inhibitor reference against which each co-treatment was normalized.
treated IL8 mRNA - GSLD qPM2.5 plus EGTA and ruthenium red
GENE:cowley-il8-hbec-chelators-output-egta-rr · under EXPOSURE:cowley-gsld-hbec-egta-rr
Figure-only data (Fig. 8b); no value recorded. The paper states this co-treatment significantly reduced IL8 induction.
treated IL8 mRNA - GSLD qPM2.5 plus TAK-242 (null result)
GENE:cowley-il8-hbec-chelators-output-tak242 · under EXPOSURE:cowley-gsld-hbec-tak242
Figure-only data (Fig. 8b); no value recorded. NULL RESULT: the paper states TAK-242 reduced IL6 but NOT IL8 induction.
treated IL8 mRNA - GSLD qPM2.5 plus deferoxamine (null result)
GENE:cowley-il8-hbec-chelators-output-dfo · under EXPOSURE:cowley-gsld-hbec-dfo
Figure-only data (Fig. 8b); no value recorded. NULL RESULT: the paper states deferoxamine reduced IL6 but NOT IL8 induction.

Evidence

Induction of IL6 and IL8 mRNA was signifi - cantly reduced by co-treating cells with a combination of the metal/calcium chelator EGTA and the non-selec - tive calcium channel blocker ruthenium red (RR; Fig. 8a and b).
SUPPORT IN VITRO PMID:39819386

States the significant reduction of IL8 induction by EGTA plus ruthenium red that this assay's chelator condition records.

The TLR4 inhibitor TAK-242 and the iron che - lator deferoxamine also reduced IL6, but not IL8 induc- tion (Fig. 8a and b).
SUPPORT IN VITRO PMID:39819386

The negative result this assay records: TAK-242 and deferoxamine reduced IL6 but not IL8, so the TAK-242 and deferoxamine output records here are null results.

In HBEC3-KT cells, IL6 and IL8 (the human analogue of Cxcl1 and Cxcl2) mRNA induction was attenuated by
SUPPORT IN VITRO PMID:39819386

Establishes that IL8 is the human analogue of the mouse Cxcl1 and Cxcl2 measured in the in vivo arm, which is why this assay pairs with those.

but less by the Toll-like Receptor-4 (TLR4) inhibitor TAK-242 and deferoxamine.
SUPPORT IN VITRO PMID:39819386

The authors' abstract-level statement that TAK-242 and deferoxamine had less effect than the chelators, consistent with the null IL8 result recorded here.

For these studies, a concentration of 0.25 mg/mL or 66 µg/cm2 was used for HBEC3-KT cells and 0.045 mg/ mL or 12 µg/cm 2 for THP-1 cells.
SUPPORT IN VITRO PMID:39819386

Source of the 66 ug/cm2 concentration carried by every GSLD condition in this assay.

GENE:cowley-il6-hbec-trp

IL6 mRNA in HBEC3-KT cells - GSLD qPM2.5 with TRPV1 and TRPV3 antagonists

Fig. 10a, with the initial screen in Supplemental Fig. 12a. HBEC3-KT cells were pre-treated 30 min and co-treated for 24 h with GSLD qPM2.5 (66 ug/cm2) and TRP channel antagonists. Inhibitors of TRPA1 (A967079), TRPM8 and TRPM8 delta-M801 (AMTB) and TRPV4 (HC-067047) did not affect mRNA induction and are therefore not modelled as conditions here. IL6 induction WAS attenuated by the TRPV1 antagonist LJO-328 (20 uM), by a second TRPV1 antagonist AMG-9810 (1 uM), by the TRPV3 antagonist 007 (50 uM), and by the LJO-328 plus 007 combination. Supporting the mechanism, calcium flux assays in HEK-293/GCaMP6s cells showed that GSLD qPM2.5 activates mouse and human TRPA1, TRPM8, the truncated TRPM8 delta-M801 variant and TRPV1, while TRPV3 and TRPV4 activation was not observed - so the TRPV3 antagonist effect on cytokine induction is pharmacological rather than explained by direct TRPV3 activation by the dust. The same pattern of IL6 and IL8 inhibition was seen with Salton Sea dust qPM2.5, though there the antagonist effect was dose dependent. The figure legend states the data are mean and standard deviation analysed by 1-way ANOVA with a Dunnett post-test (* p < 0.05, *** p < 0.001, **** p < 0.0001), normalized to GSLD qPM2.5 treated cells. NO MEASUREMENT VALUES: all values are figure-only normalized ratios.

target gene: NCBIGene:3569 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: B2M

Exposure conditions

ConditionAgentConcentrationDuration
HBEC3-KT media-only control, 24 h
EXPOSURE:cowley-hbec-media-control
— — —
GSLD qPM2.5 0.25 mg/mL (66 ug/cm2) on HBEC3-KT cells, 24 h
EXPOSURE:cowley-gsld-hbec-66ug-24h
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with the TRPV1 antagonist LJO-328 20 uM, 24 h
EXPOSURE:cowley-gsld-hbec-ljo328
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with the TRPV1 antagonist AMG-9810 1 uM, 24 h
EXPOSURE:cowley-gsld-hbec-amg9810
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with the TRPV3 antagonist 007 50 uM, 24 h
EXPOSURE:cowley-gsld-hbec-007
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with LJO-328 20 uM plus 007 50 uM, 24 h
EXPOSURE:cowley-gsld-hbec-ljo328-007
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour

Outputs

GroupOutputDescription
control IL6 mRNA - HBEC3-KT media-only control
GENE:cowley-il6-hbec-trp-output-control · under EXPOSURE:cowley-hbec-media-control
Figure-only data (Fig. 10a); no value recorded.
treated IL6 mRNA - GSLD qPM2.5 alone
GENE:cowley-il6-hbec-trp-output-gsld · under EXPOSURE:cowley-gsld-hbec-66ug-24h
Figure-only data (Fig. 10a); no value recorded. This is the no-antagonist reference to which the co-treatments were normalized.
treated IL6 mRNA - GSLD qPM2.5 plus LJO-328 (TRPV1)
GENE:cowley-il6-hbec-trp-output-ljo328 · under EXPOSURE:cowley-gsld-hbec-ljo328
Figure-only data (Fig. 10a); no value recorded. The paper reports IL6 induction was inhibited by LJO-328.
treated IL6 mRNA - GSLD qPM2.5 plus AMG-9810 (TRPV1)
GENE:cowley-il6-hbec-trp-output-amg9810 · under EXPOSURE:cowley-gsld-hbec-amg9810
Figure-only data (Fig. 10a); no value recorded. The paper reports IL6 induction was inhibited by AMG-9810, a second TRPV1 antagonist.
treated IL6 mRNA - GSLD qPM2.5 plus 007 (TRPV3)
GENE:cowley-il6-hbec-trp-output-007 · under EXPOSURE:cowley-gsld-hbec-007
Figure-only data (Fig. 10a and Supplemental Fig. 12a); no value recorded. The paper reports IL6 induction was attenuated by the TRPV3 antagonist 007.
treated IL6 mRNA - GSLD qPM2.5 plus LJO-328 and 007
GENE:cowley-il6-hbec-trp-output-ljo328-007 · under EXPOSURE:cowley-gsld-hbec-ljo328-007
Figure-only data (Fig. 10a); no value recorded. The paper reports the combination inhibited IL6 induction.

Evidence

IL6 induction was attenuated by both LJO-328 and 007, while IL8 was increased by 007.
SUPPORT IN VITRO PMID:39819386

The screen result this assay records: IL6 induction was attenuated by both the TRPV1 and the TRPV3 antagonist, in contrast to IL8.

Subsequent experiments confirmed the inhibition of IL6 induction by LJO-328, AMG-9810 (another TRPV1 antagonist), and a combination of LJO-328 and 007 (Fig. 10a).
SUPPORT IN VITRO PMID:39819386

Names the three confirming conditions - LJO-328, AMG-9810 and LJO-328 plus 007 - that this assay's output records represent.

Accordingly, GSLD qPM2.5 activated human TRPV1 as well as other human TRP channels.
SUPPORT IN VITRO PMID:39819386

The authors' statement that the dust activates human TRPV1, which is the molecular initiating event this assay informs on.

TRPV3 and TRPV4 activation was not observed.
SUPPORT IN VITRO PMID:39819386

The calcium-flux negative result noted in this assay's description, which is why the TRPV3 antagonist effect is described as pharmacological rather than evidence of direct TRPV3 activation.

Dust from the Salton Sea playa (SSD qPM2.5) also stimulated IL6 and IL8 mRNA expression and activated TRPV1 in vitro, but inhibition by TRPV1 and V3 antagonists was dose dependent.
SUPPORT IN VITRO PMID:39819386

Supports the statement in this assay's description that the same TRP-dependent pattern held for Salton Sea dust, with a dose-dependent antagonist effect.

GENE:cowley-il8-hbec-trp

IL8 mRNA in HBEC3-KT cells - GSLD qPM2.5 with TRPV1 and TRPV3 antagonists

Fig. 10b, with the initial screen in Supplemental Fig. 12b. The IL8 companion of the TRPV1/TRPV3 antagonist assay, run on the same cells and conditions. THE DIRECTION OF EFFECT IS OPPOSITE TO IL6 FOR THE SINGLE ANTAGONISTS: inhibiting either TRPV1 (LJO-328 20 uM) or TRPV3 (007 50 uM) alone appeared to INCREASE IL8 induction, while the LJO-328 plus 007 combination was inhibitory. The screen likewise found IL8 increased by 007. Because the single-antagonist effect is an increase, the output records for LJO-328, AMG-9810 and 007 are annotated as such rather than being read as inhibition. Inhibitors of TRPA1, TRPM8/TRPM8 delta-M801 and TRPV4 did not affect mRNA induction and are not modelled. The figure legend states the data are mean and standard deviation analysed by 1-way ANOVA with a Dunnett post-test, normalized to GSLD qPM2.5 treated cells. NO MEASUREMENT VALUES: all values are figure-only normalized ratios.

target gene: NCBIGene:3576 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: B2M

Exposure conditions

ConditionAgentConcentrationDuration
HBEC3-KT media-only control, 24 h
EXPOSURE:cowley-hbec-media-control
— — —
GSLD qPM2.5 0.25 mg/mL (66 ug/cm2) on HBEC3-KT cells, 24 h
EXPOSURE:cowley-gsld-hbec-66ug-24h
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with the TRPV1 antagonist LJO-328 20 uM, 24 h
EXPOSURE:cowley-gsld-hbec-ljo328
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with the TRPV1 antagonist AMG-9810 1 uM, 24 h
EXPOSURE:cowley-gsld-hbec-amg9810
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with the TRPV3 antagonist 007 50 uM, 24 h
EXPOSURE:cowley-gsld-hbec-007
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour
GSLD qPM2.5 66 ug/cm2 with LJO-328 20 uM plus 007 50 uM, 24 h
EXPOSURE:cowley-gsld-hbec-ljo328-007
fine respirable suspended particulate matter
ENVO:01000415
66 microgram per square centimeter 24 hour

Outputs

GroupOutputDescription
control IL8 mRNA - HBEC3-KT media-only control
GENE:cowley-il8-hbec-trp-output-control · under EXPOSURE:cowley-hbec-media-control
Figure-only data (Fig. 10b); no value recorded.
treated IL8 mRNA - GSLD qPM2.5 alone
GENE:cowley-il8-hbec-trp-output-gsld · under EXPOSURE:cowley-gsld-hbec-66ug-24h
Figure-only data (Fig. 10b); no value recorded. This is the no-antagonist reference to which the co-treatments were normalized.
treated IL8 mRNA - GSLD qPM2.5 plus LJO-328 (TRPV1) - induction increased
GENE:cowley-il8-hbec-trp-output-ljo328 · under EXPOSURE:cowley-gsld-hbec-ljo328
Figure-only data (Fig. 10b); no value recorded. The paper reports TRPV1 inhibition alone appeared to INCREASE IL8 induction, the opposite of its effect on IL6.
treated IL8 mRNA - GSLD qPM2.5 plus AMG-9810 (TRPV1)
GENE:cowley-il8-hbec-trp-output-amg9810 · under EXPOSURE:cowley-gsld-hbec-amg9810
Figure-only data (Fig. 10b); no value recorded. AMG-9810 is the second TRPV1 antagonist in the same panel; the paper's statement about increased IL8 induction is made for TRPV1 inhibition generally rather than for this compound by name.
treated IL8 mRNA - GSLD qPM2.5 plus 007 (TRPV3) - induction increased
GENE:cowley-il8-hbec-trp-output-007 · under EXPOSURE:cowley-gsld-hbec-007
Figure-only data (Fig. 10b and Supplemental Fig. 12b); no value recorded. The paper reports IL8 was increased by 007.
treated IL8 mRNA - GSLD qPM2.5 plus LJO-328 and 007 - inhibitory
GENE:cowley-il8-hbec-trp-output-ljo328-007 · under EXPOSURE:cowley-gsld-hbec-ljo328-007
Figure-only data (Fig. 10b); no value recorded. The paper reports the LJO-328 plus 007 combination was inhibitory for IL8, unlike either antagonist alone.

Evidence

As above, different effects were observed for IL8 induction, where either TRPV1 or TRPV3 inhibition alone appeared to increase IL8 induction (Fig. 10b), while the combination of LJO-328 and 007 was inhibitory.
SUPPORT IN VITRO PMID:39819386

States the divergent IL8 result this assay records: single TRPV1 or TRPV3 inhibition increased IL8 induction while the combination inhibited it.

IL6 induction was attenuated by both LJO-328 and 007, while IL8 was increased by 007.
SUPPORT IN VITRO PMID:39819386

The screen result that first showed IL8 rising rather than falling under TRPV3 inhibition.

Accordingly, GSLD qPM2.5 activated human TRPV1 as well as other human TRP channels.
SUPPORT IN VITRO PMID:39819386

The authors' statement that the dust activates human TRPV1, the molecular initiating event this assay informs on.

Dust from the Salton Sea playa (SSD qPM2.5) also stimulated IL6 and IL8 mRNA expression and activated TRPV1 in vitro, but inhibition by TRPV1 and V3 antagonists was dose dependent.
SUPPORT IN VITRO PMID:39819386

Shows the same IL8 readout responded to TRPV1 and TRPV3 antagonists with Salton Sea dust, in a dose-dependent manner.

GENE:cowley-il6-thp1-tlr4

IL6 mRNA in differentiated THP-1 cells - TLR4 inhibition of GSLD, Salton Sea dust and LPS responses

Supplemental Fig. 13a and c. THP-1 monocytes were differentiated for 72 h with phorbol 12-myristate acetate (25 nM) to a macrophage-like phenotype, then treated with GSLD qPM2.5 at 0.045 mg/mL (12 ug/cm2), Salton Sea dust qPM2.5, or LPS, with and without 30 min pre-treatment and co-treatment with the TLR4 inhibitor TAK-242. IL6 mRNA induction was reduced by TAK-242 by more than 95% for LPS (p = 0.000002), by ~22% for GSLD qPM2.5 (p = 0.076, i.e. not significant at the paper's 0.05 threshold) and by ~51% for SSD qPM2.5 (p = 0.044). IL8 mRNA induction was not reduced by TAK-242, and TNFa induction was less than 2-fold over vehicle control in all cases and unaffected by any co-treatment, so neither is modelled as a measurement here. The authors read this as a role for LPS, acting through TLR4, in driving inflammation in THP-1 cells, and contrast it with the epithelial cells: TRPV1 inhibition had no effect on the THP-1 response to GSLD qPM2.5, while deferoxamine enhanced it. NO ABSOLUTE VALUES: the per-group expression levels are figure-only, so the output records carry no mrna_level; only the three reported inhibition percentages are recorded, in response_comparisons. For context on the concentration chosen, the LC50 for GSLD qPM2.5 in differentiated THP-1 cells was ~0.024 mg/mL (15 ug/cm2), so the 12 ug/cm2 used here sits just below the LC50 - these cells are markedly more sensitive than HBEC3-KT, whose LC50 was 0.73 mg/mL.

target gene: NCBIGene:3569 gene expression method: TaqMan quantitative real-time RT-PCR (delta delta CT) normalization reference: B2M

Exposure conditions

ConditionAgentConcentrationDuration
Differentiated THP-1 vehicle control
EXPOSURE:cowley-thp1-vehicle
— — —
LPS (E. coli O111:B4) on differentiated THP-1 cells
EXPOSURE:cowley-lps-thp1
lipopolysaccharide
CHEBI:16412
— —
LPS with TAK-242 pre-treatment and co-treatment on differentiated THP-1 cells
EXPOSURE:cowley-lps-thp1-tak242
lipopolysaccharide
CHEBI:16412
— —
GSLD qPM2.5 0.045 mg/mL (12 ug/cm2) on differentiated THP-1 cells
EXPOSURE:cowley-gsld-thp1-12ug
fine respirable suspended particulate matter
ENVO:01000415
12 microgram per square centimeter —
GSLD qPM2.5 12 ug/cm2 with TAK-242 pre-treatment and co-treatment on differentiated THP-1 cells
EXPOSURE:cowley-gsld-thp1-12ug-tak242
fine respirable suspended particulate matter
ENVO:01000415
12 microgram per square centimeter —
Salton Sea dust qPM2.5 on differentiated THP-1 cells
EXPOSURE:cowley-ssd-thp1
fine respirable suspended particulate matter
ENVO:01000415
— —
Salton Sea dust qPM2.5 with TAK-242 pre-treatment and co-treatment on differentiated THP-1 cells
EXPOSURE:cowley-ssd-thp1-tak242
fine respirable suspended particulate matter
ENVO:01000415
— —

Outputs

GroupOutputDescription
vehicle_control IL6 mRNA - THP-1 vehicle control
GENE:cowley-il6-thp1-tlr4-output-vehicle · under EXPOSURE:cowley-thp1-vehicle
Figure-only data (Supplemental Fig. 13a); no value recorded.
treated IL6 mRNA - LPS alone
GENE:cowley-il6-thp1-tlr4-output-lps · under EXPOSURE:cowley-lps-thp1
Figure-only data (Supplemental Fig. 13a); no value recorded. Serves as the no-inhibitor reference for the LPS TAK-242 comparison.
treated IL6 mRNA - LPS plus TAK-242
GENE:cowley-il6-thp1-tlr4-output-lps-tak242 · under EXPOSURE:cowley-lps-thp1-tak242
Figure-only data (Supplemental Fig. 13a); no value recorded. The paper states induction was reduced more than 95% relative to LPS alone.
treated IL6 mRNA - GSLD qPM2.5 alone
GENE:cowley-il6-thp1-tlr4-output-gsld · under EXPOSURE:cowley-gsld-thp1-12ug
Figure-only data (Supplemental Fig. 13a); no value recorded. Serves as the no-inhibitor reference for the GSLD TAK-242 comparison.
treated IL6 mRNA - GSLD qPM2.5 plus TAK-242
GENE:cowley-il6-thp1-tlr4-output-gsld-tak242 · under EXPOSURE:cowley-gsld-thp1-12ug-tak242
Figure-only data (Supplemental Fig. 13a); no value recorded. The paper states induction was reduced ~22% relative to GSLD alone, p = 0.076.
treated IL6 mRNA - Salton Sea dust qPM2.5 alone
GENE:cowley-il6-thp1-tlr4-output-ssd · under EXPOSURE:cowley-ssd-thp1
Figure-only data (Supplemental Fig. 13a); no value recorded. Serves as the no-inhibitor reference for the SSD TAK-242 comparison.
treated IL6 mRNA - Salton Sea dust qPM2.5 plus TAK-242
GENE:cowley-il6-thp1-tlr4-output-ssd-tak242 · under EXPOSURE:cowley-ssd-thp1-tak242
Figure-only data (Supplemental Fig. 13a); no value recorded. The paper states induction was reduced ~51% relative to SSD alone, p = 0.044.

Evidence

Induction of IL6, but not IL8 mRNA by LPS was reduced > 95% by TAK-242 (p = 0.000002), ~ 22% (p = 0.076) for GSLD qPM 2.5, and ~ 51% (p = 0.044) for SSD qPM 2.5, respectively (Supple - mental Fig. 13a and c) suggesting a role for LPS in driv - ing inflammation in THP-1 cells.
SUPPORT IN VITRO PMID:39819386

The single source of all three inhibition percentages and p-values recorded in response_comparisons, and of the statement that IL8 was not reduced.

Alternatively, TRPV1 inhibition had no effect on the responses of THP-1 cells to GSLD qPM2.5 while DFO enhanced responses
SUPPORT IN VITRO PMID:39819386

The contrast with the epithelial cells recorded in this assay's description: the THP-1 response is not TRPV1-dependent.

Alternatively, responses of THP-1 cells to the Great Salt Lake and Salton Sea dusts were partially mediated by TLR4 as opposed to TRPV1.
SUPPORT IN VITRO PMID:39819386

The authors' abstract-level statement of the TLR4 mediation that is the molecular initiating event this assay informs on.

THP-1 cells were differentiated for 72 h using phorbol 12-myristate acetate (25 nM) prior to experiments.
SUPPORT IN VITRO PMID:39819386

Establishes the PMA differentiation recorded in this assay's protocol and study subject.

Finally, the LC50 for GSLD qPM 2.5 in differentiated THP-1 cells was ~ 0.024 mg/mL (15 µg/cm2; Fig. 7b).
SUPPORT IN VITRO PMID:39819386

The THP-1 LC50 quoted in this assay's description, which shows the 12 ug/cm2 treatment concentration sits just below it. Retained as evidence because the schema has no cytotoxicity assay class.

Great Salt Lake sediment and derived PM< 3.1 (quasi-PM2.5 or qPM2.5) contained metals/salts, natural and anthropogenic chemicals, and bacteria.
SUPPORT IN VITRO PMID:39819386

Establishes that the dust carries bacterial material, the basis for the LPS/TLR4 mechanism this assay tests.

Goblet cell assays

GOBLET:cowley-muc5ac-lung-inhalation

Mouse lung Muc5ac mRNA after whole-body GSLD qPM2.5 inhalation

Fig. 6d. Muc5ac mRNA in the left lung lobe was induced after whole-body inhalation of GSLD qPM2.5, measured by TaqMan qRT-PCR (Mm01276718_m1) and normalized to Gapdh by the comparative cycle threshold method; the same induction occurred after oropharyngeal aspiration (Supplemental Fig. 9d). The authors note in the discussion that Muc5ac has been shown to contribute to airway obstruction and hypersensitivity in asthma, which is why this readout is tracked separately from the inflammatory cytokines. GSLD qPM2.5 also induced more Muc5ac mRNA than an equivalent dose of coal fly ash under the 3x paradigm. NO MEASUREMENT VALUES: the relative expression values appear only in the figure, so each output record carries its condition and no muc5ac_mrna_expression value. Note the contrast with the in vitro arm, where MUC5AC induction in HBEC3-KT cells was reported as negligible and variable and was not shown.

Exposure conditions

ConditionAgentConcentrationDuration
Unexposed air control (no GSLD qPM2.5 aerosol)
EXPOSURE:cowley-air-control
air
ENVO:00002005
— —
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 12 min (1x)
EXPOSURE:cowley-gsld-inhal-1x-12min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 12 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 24 min in one day (2x)
EXPOSURE:cowley-gsld-inhal-2x-24min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 24 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 36 min in one day (3x)
EXPOSURE:cowley-gsld-inhal-3x-36min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 36 minute
GSLD qPM2.5 whole-body inhalation, ~200 mg/m3, 72 min over two days (6x)
EXPOSURE:cowley-gsld-inhal-6x-72min
fine respirable suspended particulate matter
ENVO:01000415
200 milligram per cubic meter 72 minute

Outputs

GroupOutputDescription
control Lung Muc5ac mRNA - unexposed air control
GOBLET:cowley-muc5ac-lung-inhalation-output-control · under EXPOSURE:cowley-air-control
Figure-only data (Fig. 6d); no value recorded.
treated Lung Muc5ac mRNA - 1x GSLD qPM2.5 inhalation
GOBLET:cowley-muc5ac-lung-inhalation-output-1x · under EXPOSURE:cowley-gsld-inhal-1x-12min
Figure-only data (Fig. 6d); no value recorded.
treated Lung Muc5ac mRNA - 2x GSLD qPM2.5 inhalation
GOBLET:cowley-muc5ac-lung-inhalation-output-2x · under EXPOSURE:cowley-gsld-inhal-2x-24min
Figure-only data (Fig. 6d); no value recorded.
treated Lung Muc5ac mRNA - 3x GSLD qPM2.5 inhalation
GOBLET:cowley-muc5ac-lung-inhalation-output-3x · under EXPOSURE:cowley-gsld-inhal-3x-36min
Figure-only data (Fig. 6d); no value recorded.
treated Lung Muc5ac mRNA - 6x GSLD qPM2.5 inhalation
GOBLET:cowley-muc5ac-lung-inhalation-output-6x · under EXPOSURE:cowley-gsld-inhal-6x-72min
Figure-only data (Fig. 6d); no value recorded.

Evidence

Exposure of mice via inhalation and oropharyngeal aspiration caused neutrophilia, increased expression of mRNA for Il6, Cxcl1, Cxcl2, and Muc5ac in the lungs, and increased IL6 and CXCL1 in bronchoalveolar lavage.
SUPPORT MODEL ORGANISM PMID:39819386

States that both inhalation and aspiration increased Muc5ac mRNA in the lungs, the direction this assay records.

Muc5ac RNA was induced, which has been shown to contribute to airway obstruction
SUPPORT MODEL ORGANISM PMID:39819386

The authors' discussion of the Muc5ac induction and why it matters, supporting the mucin hypersecretion key event this assay informs on.

Using the 3x exposure paradigm, GSLD qPM 2.5 elicited greater neutrophilia as well as Cxcl2 and Muc5ac mRNA expression than an equivalent dose of CFA qPM 2.5 (Sup- plemental Fig. 10).
SUPPORT MODEL ORGANISM PMID:39819386

Supports the statement in this assay's description that GSLD induced more Muc5ac mRNA than an equivalent dose of coal fly ash.

MUC5AC induction was negligible and variable (not shown).
SUPPORT IN VITRO PMID:39819386

The contrasting in vitro result noted in this assay's description, which is why no HBEC3-KT MUC5AC assay is recorded in this file.

Response comparisons

COMP:cowley-bal-il6-3x

BAL IL6 protein, 3x GSLD qPM2.5 inhalation versus air control

The paper states IL6 and CXCL1 protein in BAL were elevated 2-3-fold following inhalation. change_value is the midpoint of that stated range and the variability records the range itself, because the paper reports a range and extraction must not narrow it to a single number.

measurement: il6_concentration direction: increased type: fold change value: 2.5 ratio unit (single value; range 2 to 3 ratio unit) derivation: reported in paper from assay: BALF:cowley-gsld-3x-cytokines
COMP:cowley-bal-cxcl1-3x

BAL CXCL1 protein, 3x GSLD qPM2.5 inhalation versus air control

The CXCL1 half of the same 2-3-fold statement. CXCL1 (murine KC) has no named BALFSputumOutput slot, so compared_measurement names il8_concentration, following the paper's own description of IL8 as the human analogue of Cxcl1 and Cxcl2 and the convention used elsewhere in this corpus for murine KC. change_value is the midpoint of the stated range with the range as its variability.

measurement: il8_concentration direction: increased type: fold change value: 2.5 ratio unit (single value; range 2 to 3 ratio unit) derivation: reported in paper from assay: BALF:cowley-gsld-3x-cytokines
COMP:cowley-thp1-il6-lps-tak242

THP-1 IL6 mRNA induction by LPS, with TAK-242 versus without

TAK-242 reduced LPS-induced IL6 mRNA by more than 95% (p = 0.000002). The paper gives the figure as a lower bound ('> 95%'); change_value records 95 and this description preserves that it is a floor rather than a point estimate. The statistical test is not named for this specific contrast beyond the p-value, so statistical_test is omitted.

measurement: mrna_level direction: decreased type: percent change value: 95 percent derivation: reported in paper from assay: GENE:cowley-il6-thp1-tlr4
COMP:cowley-thp1-il6-gsld-tak242

THP-1 IL6 mRNA induction by GSLD qPM2.5, with TAK-242 versus without

TAK-242 reduced GSLD-induced IL6 mRNA by ~22%, with p = 0.076 - above the paper's own 0.05 significance threshold, so this is a non-significant trend and should not be read as an established effect. It is recorded because the paper states it, and the p-value is carried so downstream users can see it is not significant.

measurement: mrna_level direction: decreased type: percent change value: 22 percent derivation: reported in paper from assay: GENE:cowley-il6-thp1-tlr4
COMP:cowley-thp1-il6-ssd-tak242

THP-1 IL6 mRNA induction by Salton Sea dust qPM2.5, with TAK-242 versus without

TAK-242 reduced SSD-induced IL6 mRNA by ~51% (p = 0.044), which is significant at the paper's 0.05 threshold. The larger and significant effect for Salton Sea dust than for Great Salt Lake dust is the basis for the authors' conclusion that the THP-1 response is only partially TLR4-mediated and varies between the two dusts.

measurement: mrna_level direction: decreased type: percent change value: 51 percent derivation: reported in paper from assay: GENE:cowley-il6-thp1-tlr4

Key-event relationships

KER:cowley-trp-to-airway-inflammation

TRP channel activation leads to airway inflammation after lakebed dust inhalation

The paper's central proposed mechanism for the epithelial response. GSLD qPM2.5 activates human and mouse TRPV1 (and TRPA1 and TRPM8) in calcium flux assays; blocking TRPV1 with LJO-328 or AMG-9810, or TRPV3 with 007, attenuates IL6 mRNA induction in HBEC3-KT cells; EGTA plus the non-selective calcium channel blocker ruthenium red attenuates both IL6 and IL8 induction, consistent with a calcium-entry-dependent step. The strongest support is genetic and in vivo: humanized Trpv1N606D mice, whose TRPV1 is sensitized to the dust, developed more BAL neutrophilia than wild-type C57Bl/6 mice after the same 3x inhalation exposure. Evidence support is moderate rather than strong because the IL8 readout moved in the opposite direction under single-antagonist treatment, TRPV3 activation by the dust was not itself observed in the calcium assays, and cytokine mRNA and BAL protein did not differ significantly between the two mouse genotypes. Quantitative understanding is low: no dose-response relating channel activation to inflammation magnitude is reported.

Accordingly, GSLD qPM2.5 activated human TRPV1 as well as other human TRP channels.
SUPPORT IN VITRO PMID:39819386

Establishes the upstream event: the dust activates human TRPV1 and other TRP channels.

Subsequent experiments confirmed the inhibition of IL6 induction by LJO-328, AMG-9810 (another TRPV1 antagonist), and a combination of LJO-328 and 007 (Fig. 10a).
SUPPORT IN VITRO PMID:39819386

The pharmacological link from TRPV1 and TRPV3 activity to the cytokine induction that constitutes the downstream event.

Using the 3x GSLD qPM2.5 inhalation exposure paradigm, Trpv1N606D mice exhibited increased (76 ± 6 vs. 58 ± 9%) neutro - philia compared to wild-type controls (Fig. 11c)
SUPPORT MODEL ORGANISM PMID:39819386

The in vivo genetic test of this relationship: sensitizing mouse TRPV1 to the dust increased the neutrophilic inflammation it caused.

Induction of IL6 and IL8 mRNA was signifi - cantly reduced by co-treating cells with a combination of the metal/calcium chelator EGTA and the non-selec - tive calcium channel blocker ruthenium red (RR; Fig. 8a and b).
SUPPORT IN VITRO PMID:39819386

Supports a calcium-entry-dependent step between channel activation and cytokine induction.

Dust from the GSL playa and similar dried lakebeds may affect human respiratory health via activation of TRPV1, TRPV3, TLR4, and oxidative stress.
SUPPORT IN VITRO PMID:39819386

The authors' own conclusion naming TRPV1 and TRPV3 activation as a route to respiratory effects.

KER:cowley-tlr4-to-airway-inflammation

TLR4 activation leads to airway inflammation after lakebed dust exposure

TLR4 activation (activated) → directly leads to → Airway inflammation (increased) moderate support

The parallel mechanism the paper proposes for the myeloid compartment. GSL sediment and its qPM2.5 contain LPS and bacteria, and the TLR4 inhibitor TAK-242 reduced IL6 mRNA induction in differentiated THP-1 cells by ~22% for GSLD qPM2.5 (p = 0.076) and ~51% for SSD qPM2.5 (p = 0.044), against more than 95% for LPS itself. TAK-242 also slightly reduced IL6 induction in HBEC3-KT cells, though not IL8. Evidence support is moderate: the inhibition is partial, the GSLD effect did not reach the paper's own significance threshold, and the authors describe the THP-1 responses as only partially TLR4-mediated. Quantitative understanding is low.

Alternatively, responses of THP-1 cells to the Great Salt Lake and Salton Sea dusts were partially mediated by TLR4 as opposed to TRPV1.
SUPPORT IN VITRO PMID:39819386

The authors' statement of this relationship and of its partial nature, which is why evidence_support is moderate.

Induction of IL6, but not IL8 mRNA by LPS was reduced > 95% by TAK-242 (p = 0.000002), ~ 22% (p = 0.076) for GSLD qPM 2.5, and ~ 51% (p = 0.044) for SSD qPM 2.5, respectively (Supple - mental Fig. 13a and c) suggesting a role for LPS in driv - ing inflammation in THP-1 cells.
SUPPORT IN VITRO PMID:39819386

The quantitative pharmacological evidence for the link, including the partial and in one case non-significant inhibition.

Great Salt Lake sediment and derived PM< 3.1 (quasi-PM2.5 or qPM2.5) contained metals/salts, natural and anthropogenic chemicals, and bacteria.
SUPPORT IN VITRO PMID:39819386

Establishes that the dust carries the bacterial material whose LPS would engage TLR4, the upstream event here.

Dust from the GSL playa and similar dried lakebeds may affect human respiratory health via activation of TRPV1, TRPV3, TLR4, and oxidative stress.
SUPPORT IN VITRO PMID:39819386

The authors' own conclusion naming TLR4 activation as a route to respiratory effects.

Protocols

PROTOCOL:cowley-gsld-inhalation-001

Whole-body inhalation exposure of mice to GSLD qPM2.5

type: MolecularAssayProtocol

GSL sediment collected July 2022 near the Great Saltair, Great Salt Lake State Park and the Kennecott Copper mine, dried 10 days at 40 C, resuspended with compressed filtered air and size-fractionated on a 10-stage Andersen cascade impactor at 1 L/min; the pooled PM < 3.1 um fraction is quasi-PM2.5 (qPM2.5). For exposure, 1.25 g GSLD qPM2.5 was resuspended at ~100 mg/min with a PALAS RBG 1000ID at 1,200 RPM, 7 mm piston, 200 mm/h feed rate, bias airflow 2 L/min, into an inExpose whole-body system (Scireq). Aerosol monitored in real time with a Casella CEL-712 Microdust Pro pre-chamber and gravimetrically post-chamber with an impactor and DustTrack II with a PM2.5 inlet. PM concentrations averaged ~1,800 mg/m3 pre-chamber and ~200 mg/m3 post-chamber with ~75% being <= 2.5 um. Mice were exposed for ~12 min intervals: 1x, 2x or 3x in one day, or 6x over two days. The paper's own estimate of the inhaled mass, quoted verbatim, is: 'Inhalable doses of 76-86, 150-170, 23-26, and 460-520 ug were estimated for the 1x, 2x, 3x, and 6x exposures' using a mouse tidal volume of 0.18 mL, 243 breaths/min, a 12 min exposure time and a PM2.5 value of 195-220.8 mg/m3. The 3x figure of 23-26 ug is lower than the 1x figure and appears to be a typographical error, so it is recorded here only as the paper's own words and is not used as a structured exposure value. Applying deposition estimates of ~4%, ~12.5% and ~50% for the deep lung/alveolar, tracheobronchial and nasal/oropharyngeal regions, the paper estimates deposited doses of ~3.2, ~10.1 and ~40.5 ug of PM for a 1x exposure. In all cases mice were sacrificed 24 h after exposure by Euthasol injection. Protocol typed as MolecularAssayProtocol because the schema offers no exposure-protocol subclass.

detection method: not applicable - exposure protocol institution: University of Utah quality control criteria: Aerosol concentration monitored in real time pre-chamber and confirmed gravimetrically post-chamber; studies approved by the University of Utah IACUC committee

Equipment: inExpose whole-body inhalation system (Scireq); PALAS RBG 1000ID dust disperser; Casella CEL-712 Microdust Pro; TSI DustTrack II with PM2.5 inlet filter; 10-stage Andersen cascade impactor

PROTOCOL:cowley-cfa-inhalation-001

Whole-body inhalation exposure of mice to CFA qPM2.5, 3x paradigm

type: MolecularAssayProtocol

Coal fly ash collected from the Hunter power plant in Castledale, UT and prepared as qPM2.5 exactly as for GSLD. Inhalation exposure to CFA qPM2.5 was performed using the 3x exposure paradigm only, as an equivalent-dose comparator for GSLD qPM2.5, with sacrifice 24 h after exposure. Protocol typed as MolecularAssayProtocol because the schema offers no exposure-protocol subclass.

detection method: not applicable - exposure protocol institution: University of Utah

Equipment: inExpose whole-body inhalation system (Scireq); PALAS RBG 1000ID dust disperser

PROTOCOL:cowley-gsld-opa-001

Oropharyngeal aspiration exposure of mice to GSLD qPM2.5

type: MolecularAssayProtocol

Mice were dosed with GSLD qPM2.5 by oropharyngeal (OPA) aspiration in a total volume of 25 uL. Doses of 2.5, 12.5, 62.5 and 250 ug qPM2.5 were used to establish a dose-response and to allow comparison with the authors' prior OPA studies of other particulate matter. The paper states these doses model potential inhalable doses of ~86.4-375 ug PM2.5 for humans, estimated from PM2.5 = 50 ug/m3 with either resting (tidal volume 450 mL, 12 breaths/min, 240 min) or exercising (2500 mL, 50 breaths/min, 60 min) ventilation. Mice were sacrificed 24 h after treatment. Protocol typed as MolecularAssayProtocol because the schema offers no exposure-protocol subclass.

detection method: not applicable - exposure protocol institution: University of Utah quality control criteria: Studies approved by the University of Utah IACUC committee
PROTOCOL:cowley-bal-diffcount-001

Bronchoalveolar lavage collection and Giemsa differential cell counting

type: StainingProtocol

A cannula was inserted through a small incision in the trachea. Cold saline (1 mL) was infused slowly, first 0.5 mL, retracting, then the entire 1 mL. This first 1 mL was placed on ice, clarified by centrifugation and the supernatant frozen at -80 C for ELISA. A further 4 mL was collected 1 mL at a time and placed on ice. Cells from the initial 1 mL and the 4 mL sample were pooled, concentrated by centrifugation, resuspended in 1 mL cold saline, counted, and 5,000 cells fixed to slides by cytospin. Differential counts were also made by tissue flow cytometry on a Cytek Aurora using the antibody panel and singlet/viable/CD45+ gating of Nguyen et al., analysed in FlowJo.

staining type: Giemsa detection method: manual differential cell count on cytospin preparations, with tissue flow cytometry (Cytek Aurora, FlowJo) as a second method institution: University of Utah

Equipment: Cytospin; Cytek Aurora flow cytometer

PROTOCOL:cowley-bal-elisa-il6-001

Mouse IL6 ELISA on bronchoalveolar lavage supernatant

type: MolecularAssayProtocol

The first 1 mL of BAL fluid was clarified by centrifugation and the supernatant frozen at -80 C for protein analysis. Mouse IL6 was measured with an Invitrogen kit performed as specified by the supplier. Given its own protocol id separate from the CXCL1 ELISA because the two use different kits and antibody pairs (issue #131).

detection method: sandwich ELISA (Invitrogen mouse IL6 kit) platform: Invitrogen mouse IL6 ELISA kit institution: University of Utah
PROTOCOL:cowley-bal-elisa-cxcl1-001

Mouse CXCL1 (KC) ELISA on bronchoalveolar lavage supernatant

type: MolecularAssayProtocol

The first 1 mL of BAL fluid was clarified by centrifugation and the supernatant frozen at -80 C for protein analysis. Mouse CXCL1 (KC) was measured with an Invitrogen kit performed as specified by the supplier. Given its own protocol id separate from the IL6 ELISA because the two use different kits and antibody pairs (issue #131).

detection method: sandwich ELISA (Invitrogen mouse CXCL1/KC kit) platform: Invitrogen mouse CXCL1 (KC) ELISA kit institution: University of Utah
PROTOCOL:cowley-qpcr-mouse-il6

TaqMan qRT-PCR for mouse Il6 in lung tissue

type: MolecularAssayProtocol

Before fixation the left bronchus was tied closed and the left lung lobe removed into RNALater at 4 C. Within one week the tissue was homogenized in Trizol (1 mL per 50-100 mg), phase separated with chloroform, the RNA precipitated with ethanol and purified on a PureLink RNA Mini Kit. RNA (2 ug) was reverse transcribed with the ABI High-Capacity cDNA Kit plus RNase inhibitor. Quantification used a Life Technologies QuantStudio 6 Flex and the TaqMan probe for mouse Il6 (Mm00446190_m1). Each TaqMan target has its own protocol id because each uses a distinct probe (issue #131).

detection method: TaqMan quantitative real-time RT-PCR, comparative cycle threshold (delta delta CT) method normalization method: normalized to mouse Gapdh (Mm99999915_g1), which exhibited stability across treatments reference gene: Gapdh platform: Life Technologies QuantStudio 6 Flex institution: University of Utah
PROTOCOL:cowley-qpcr-mouse-cxcl1

TaqMan qRT-PCR for mouse Cxcl1 in lung tissue

type: MolecularAssayProtocol

Lung RNA prepared as for the mouse Il6 protocol. Quantification used a Life Technologies QuantStudio 6 Flex and the TaqMan probe for mouse Cxcl1 (Mm04207460_m1). Each TaqMan target has its own protocol id because each uses a distinct probe (issue #131).

detection method: TaqMan quantitative real-time RT-PCR, comparative cycle threshold (delta delta CT) method normalization method: normalized to mouse Gapdh (Mm99999915_g1), which exhibited stability across treatments reference gene: Gapdh platform: Life Technologies QuantStudio 6 Flex institution: University of Utah
PROTOCOL:cowley-qpcr-mouse-cxcl2

TaqMan qRT-PCR for mouse Cxcl2 in lung tissue

type: MolecularAssayProtocol

Lung RNA prepared as for the mouse Il6 protocol. Quantification used a Life Technologies QuantStudio 6 Flex and the TaqMan probe for mouse Cxcl2 (Mm00436450_m1). Each TaqMan target has its own protocol id because each uses a distinct probe (issue #131).

detection method: TaqMan quantitative real-time RT-PCR, comparative cycle threshold (delta delta CT) method normalization method: normalized to mouse Gapdh (Mm99999915_g1), which exhibited stability across treatments reference gene: Gapdh platform: Life Technologies QuantStudio 6 Flex institution: University of Utah
PROTOCOL:cowley-qpcr-mouse-muc5ac

TaqMan qRT-PCR for mouse Muc5ac in lung tissue

type: MolecularAssayProtocol

Lung RNA prepared as for the mouse Il6 protocol. Quantification used a Life Technologies QuantStudio 6 Flex and the TaqMan probe for mouse Muc5ac (Mm01276718_m1). Each TaqMan target has its own protocol id because each uses a distinct probe (issue #131).

detection method: TaqMan quantitative real-time RT-PCR, comparative cycle threshold (delta delta CT) method normalization method: normalized to mouse Gapdh (Mm99999915_g1), which exhibited stability across treatments reference gene: Gapdh platform: Life Technologies QuantStudio 6 Flex institution: University of Utah
PROTOCOL:cowley-hbec-treatment-001

HBEC3-KT culture, GSLD qPM2.5 treatment and pathway-inhibitor co-treatment

type: MolecularAssayProtocol

Immortalized human bronchial epithelial HBEC3-KT cells (ATCC) were grown in Airway Epithelial Basal Medium with the Bronchial Epithelial Cell Growth Kit, plated in 12-well plates at 25,000 cells/cm2 and treated 72 h later. GSLD qPM2.5 treatments were suspended in media, sonicated 20 min, vortex mixed 1 min and vortex mixed again immediately before application to keep the suspension homogeneous. A concentration of 0.25 mg/mL (66 ug/cm2) was used for HBEC3-KT cells, for 24 h. For pathway inhibitor studies cells were pre-treated for 30 min and then co-treated. Inhibitor concentrations were EGTA + ruthenium red (10 + 50 uM), TAK-242 (1 uM), deferoxamine (50 uM), LJO-328 (20 uM), AMG-9810 (1 uM), 007 (50 uM), and LJO-328 + 007 (20 + 50 uM). All treatment groups were corrected for their respective controls and normalized to GSLD qPM2.5 treated cells.

detection method: not applicable - cell culture and treatment protocol institution: University of Utah
PROTOCOL:cowley-thp1-treatment-001

THP-1 differentiation, dust/LPS treatment and TAK-242 co-treatment

type: MolecularAssayProtocol

THP-1 cells (ATCC) were maintained in RPMI 1640 with 10% fetal bovine serum and 0.05 mM 2-mercaptoethanol at 0.3-1 million cells/mL, plated in 12-well plates and differentiated for 72 h with phorbol 12-myristate acetate (25 nM) to a macrophage-like phenotype before treatment. GSLD qPM2.5 was applied at 0.045 mg/mL (12 ug/cm2); SSD qPM2.5 and LPS (E. coli O111:B4) were used in parallel. For inhibitor studies cells were pre-treated 30 min with TAK-242 and then co-treated.

detection method: not applicable - cell culture and treatment protocol institution: University of Utah
PROTOCOL:cowley-qpcr-human-il6

TaqMan qRT-PCR for human IL6

type: MolecularAssayProtocol

At the end of treatment the media was aspirated and stored, cells were washed with PBS and frozen at -80 C. RNA was isolated with the PureLink RNA Mini Kit and quantified with the TaqMan probe for human IL6 (Hs00174131_m1) on a Life Technologies QuantStudio 6 Flex. Each TaqMan target has its own protocol id because each uses a distinct probe (issue #131).

detection method: TaqMan quantitative real-time RT-PCR, comparative cycle threshold (delta delta CT) method normalization method: normalized to human beta-2-microglobulin (B2M; Hs00187842_m1), which exhibited stability across treatments reference gene: B2M platform: Life Technologies QuantStudio 6 Flex institution: University of Utah
PROTOCOL:cowley-qpcr-human-il8

TaqMan qRT-PCR for human IL8

type: MolecularAssayProtocol

RNA prepared as for the human IL6 protocol and quantified with the TaqMan probe for human IL8 (Hs00174103_m1) on a Life Technologies QuantStudio 6 Flex. Each TaqMan target has its own protocol id because each uses a distinct probe (issue #131).

detection method: TaqMan quantitative real-time RT-PCR, comparative cycle threshold (delta delta CT) method normalization method: normalized to human beta-2-microglobulin (B2M; Hs00187842_m1), which exhibited stability across treatments reference gene: B2M platform: Life Technologies QuantStudio 6 Flex institution: University of Utah