PM2.5 Upregulates the Expression of MUC5AC via the EGFR-PI3K Pathway in Human Sinonasal Epithelial Cells.

Homo sapiens LY294002fine respirable suspended particulate mattertyrphostin AG 1478

Study subjects

soma:jiao-hnec-control

Primary HNEC ALI culture, control subjects

type: CellularSystem Homo sapiens NCBITaxon:9606 nasal cavity respiratory epithelium epithelial cell of viscerocranial mucosa CL:2000094
soma:jiao-hnec-crswnp

Primary HNEC ALI culture, CRSwNP patients

type: CellularSystem Homo sapiens NCBITaxon:9606 nasal cavity respiratory epithelium epithelial cell of viscerocranial mucosa CL:2000094

Goblet cell assays

GCM:jiao-muc5ac-mrna-control-24h

MUC5AC mRNA - control-subject HNECs, PM2.5 24 h

Real-time PCR for MUC5AC mRNA in ALI cultures from control subjects (n = 4). 100 ug/mL PM2.5 produced no significant change; 200 ug/mL PM2.5 increased MUC5AC mRNA to 2.13 +/- 0.37-fold that of medium-only cultures (full-text Results; significance reported only as p < 0.05). Values normalised to GAPDH and expressed relative to the medium-only control, which is therefore 1.0 by construction.

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control MUC5AC mRNA, medium-only control (control donors)
GCM:jiao-muc5ac-mrna-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
muc5ac mrna expression: 1.0 fold change (mean; n=4)
treated MUC5AC mRNA, 200 ug/mL PM2.5 (control donors)
GCM:jiao-muc5ac-mrna-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
muc5ac mrna expression: 2.13 fold change (mean; standard error ±0.37 fold change; n=4)

Evidence

However, 200 μg/mL PM2.5 exposure significantly increased mRNA expression of SAM-pointed domain-containing ETS transcription factor and MUC5AC and the percentage of MUC5AC-positive cells.
SUPPORT IN VITRO PMID:34736257

The abstract states that 200 ug/mL PM2.5 significantly increased MUC5AC mRNA expression, which is the direction of change this assay's treated output records.

GCM:jiao-muc5ac-mrna-crswnp-24h

MUC5AC mRNA - CRSwNP HNECs, PM2.5 24 h

Real-time PCR for MUC5AC mRNA in ALI cultures from patients with chronic rhinosinusitis with nasal polyps (n = 6). 200 ug/mL PM2.5 increased MUC5AC mRNA to 1.71 +/- 0.41-fold that of medium-only cultures (full-text Results; p < 0.05). Values normalised to GAPDH and expressed relative to the medium-only control.

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control MUC5AC mRNA, medium-only control (CRSwNP donors)
GCM:jiao-muc5ac-mrna-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
muc5ac mrna expression: 1.0 fold change (mean; n=6)
treated MUC5AC mRNA, 200 ug/mL PM2.5 (CRSwNP donors)
GCM:jiao-muc5ac-mrna-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
muc5ac mrna expression: 1.71 fold change (mean; standard error ±0.41 fold change; n=6)

Evidence

HNECs derived from control subjects and patients with chronic rhinosinusitis with nasal polyps were established as air-liquid interface cultures.
SUPPORT IN VITRO PMID:34736257

The abstract names the two donor groups whose ALI cultures were assayed; this assay records the CRSwNP-derived arm.

GCM:jiao-muc5ac-positive-control-24h

MUC5AC-positive cells - control-subject HNECs, PM2.5 24 h

Immunofluorescence quantification of MUC5AC-positive cells as a percentage of total cells in ALI cultures from control subjects (n = 4), reported as the relative change from medium-only cultures. 100 ug/mL PM2.5 produced a non-significant increasing trend (1.16 +/- 0.21-fold); 200 ug/mL PM2.5 increased MUC5AC-positive cells 2.29 +/- 0.41-fold (full-text Results; p < 0.05). beta-tubulin IV-positive cell percentage was unchanged in the same cultures (recorded separately in ciliary_function_assays). SLOT NOTE: the paper frames this immunocytochemistry readout as MUC5AC protein expression, but the measurement is a stained-cell fraction, so it is recorded in goblet_cell_percentage rather than muc5ac_protein_expression; this study ran no Western blot or ELISA for MUC5AC protein (the Western arm is p-PI3K/p-AKT/p-ERK only).

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 100 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-100ug-24h
fine respirable suspended particulate matter
ENVO:01000415
100 microgram per milliliter 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control MUC5AC-positive cells, medium-only control (control donors)
GCM:jiao-muc5ac-positive-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
goblet cell percentage: 1.0 fold change (mean; n=4)
treated MUC5AC-positive cells, 100 ug/mL PM2.5 (control donors)
GCM:jiao-muc5ac-positive-control-24h-output-pm25-100 · under EXPOSURE:jiao-pm25-100ug-24h
goblet cell percentage: 1.16 fold change (mean; standard error ±0.21 fold change; n=4)
treated MUC5AC-positive cells, 200 ug/mL PM2.5 (control donors)
GCM:jiao-muc5ac-positive-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
goblet cell percentage: 2.29 fold change (mean; standard error ±0.41 fold change; n=4)

Evidence

However, 200 μg/mL PM2.5 exposure significantly increased mRNA expression of SAM-pointed domain-containing ETS transcription factor and MUC5AC and the percentage of MUC5AC-positive cells.
SUPPORT IN VITRO PMID:34736257

The abstract states that 200 ug/mL PM2.5 significantly increased the percentage of MUC5AC-positive cells, the measurement this assay records at each dose.

GCM:jiao-muc5ac-positive-crswnp-24h

MUC5AC-positive cells - CRSwNP HNECs, PM2.5 24 h

Immunofluorescence quantification of MUC5AC-positive cells in ALI cultures from CRSwNP patients (n = 6), reported as the relative change from medium-only cultures. 100 ug/mL PM2.5 gave a non-significant trend (1.13 +/- 0.45-fold); 200 ug/mL PM2.5 increased MUC5AC-positive cells 2.68 +/- 0.67-fold (full-text Results; p < 0.05). SLOT NOTE: the paper frames this immunocytochemistry readout as MUC5AC protein expression, but the measurement is a stained-cell fraction, so it is recorded in goblet_cell_percentage rather than muc5ac_protein_expression; this study ran no Western blot or ELISA for MUC5AC protein (the Western arm is p-PI3K/p-AKT/p-ERK only).

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 100 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-100ug-24h
fine respirable suspended particulate matter
ENVO:01000415
100 microgram per milliliter 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control MUC5AC-positive cells, medium-only control (CRSwNP donors)
GCM:jiao-muc5ac-positive-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
goblet cell percentage: 1.0 fold change (mean; n=6)
treated MUC5AC-positive cells, 100 ug/mL PM2.5 (CRSwNP donors)
GCM:jiao-muc5ac-positive-crswnp-24h-output-pm25-100 · under EXPOSURE:jiao-pm25-100ug-24h
goblet cell percentage: 1.13 fold change (mean; standard error ±0.45 fold change; n=6)
treated MUC5AC-positive cells, 200 ug/mL PM2.5 (CRSwNP donors)
GCM:jiao-muc5ac-positive-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
goblet cell percentage: 2.68 fold change (mean; standard error ±0.67 fold change; n=6)

Evidence

However, 200 μg/mL PM2.5 exposure significantly increased mRNA expression of SAM-pointed domain-containing ETS transcription factor and MUC5AC and the percentage of MUC5AC-positive cells.
SUPPORT IN VITRO PMID:34736257

The abstract reports the significant rise in the percentage of MUC5AC-positive cells at 200 ug/mL PM2.5 that this assay's treated outputs quantify in CRSwNP-derived cultures.

GCM:jiao-muc5ac-positive-ag1478-crswnp

MUC5AC-positive cells - EGFR inhibitor AG1478 + PM2.5, CRSwNP HNECs

CRSwNP-derived ALI cultures (n = 4) pretreated for 30 min with the EGFR inhibitor AG1478 (10 uM) before 200 ug/mL PM2.5 for 24 h. MUC5AC-positive cell percentages were 2.51 +/- 0.44-fold (PM2.5 alone) and 1.50 +/- 0.21-fold (AG1478 + PM2.5) relative to medium-only cells (full-text Results; p < 0.05). AG1478 alone did not affect basal MUC5AC protein expression. The inhibitor was added 30 min before PM2.5 and remained until the end of the experiment, so the inhibitor exposure condition carries the full 24 h duration. SLOT NOTE: the paper frames this immunocytochemistry readout as MUC5AC protein expression, but the measurement is a stained-cell fraction, so it is recorded in goblet_cell_percentage rather than muc5ac_protein_expression; this study ran no Western blot or ELISA for MUC5AC protein (the Western arm is p-PI3K/p-AKT/p-ERK only).

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour
AG1478 10 uM pretreatment 30 min, then PM2.5 200 ug/mL for 24 hours
EXPOSURE:jiao-ag1478-pm25-24h
tyrphostin AG 1478
CHEBI:75404
10 micromolar 24 hour

Outputs

GroupOutputDescription
control MUC5AC-positive cells, medium-only control
GCM:jiao-muc5ac-positive-ag1478-crswnp-output-medium · under EXPOSURE:jiao-medium-24h
goblet cell percentage: 1.0 fold change (mean; n=4)
treated MUC5AC-positive cells, PM2.5 200 ug/mL alone
GCM:jiao-muc5ac-positive-ag1478-crswnp-output-pm25 · under EXPOSURE:jiao-pm25-200ug-24h
goblet cell percentage: 2.51 fold change (mean; standard error ±0.44 fold change; n=4)
treated MUC5AC-positive cells, AG1478 pretreatment + PM2.5
GCM:jiao-muc5ac-positive-ag1478-crswnp-output-ag1478-pm25 · under EXPOSURE:jiao-ag1478-pm25-24h
goblet cell percentage: 1.50 fold change (mean; standard error ±0.21 fold change; n=4)

Evidence

pretreatment of HNECs with AG1478 or LY294002 attenuated PM2.5-induced MUC5AC mRNA and protein expression.
SUPPORT IN VITRO PMID:34736257

The abstract states that EGFR inhibition with AG1478 attenuated PM2.5-induced MUC5AC protein expression, which is the drop from 2.51-fold to 1.50-fold recorded by this assay's two treated outputs.

Gene expression assays

GE:jiao-spdef-mrna-control-24h

SPDEF mRNA - control-subject HNECs, PM2.5 24 h

SPDEF (SAM-pointed domain-containing ETS transcription factor) is the key transcription factor for goblet cell differentiation and mucus production. 200 ug/mL PM2.5 for 24 h increased SPDEF mRNA to 1.70 +/- 0.26-fold that of medium-only cultures from control subjects (n = 4; full-text Results; p < 0.05).

target gene: NCBIGene:25803 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control SPDEF mRNA, medium-only control (control donors)
GE:jiao-spdef-mrna-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=4)
treated SPDEF mRNA, 200 ug/mL PM2.5 (control donors)
GE:jiao-spdef-mrna-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.70 fold change (mean; standard error ±0.26 fold change; n=4)

Evidence

However, 200 μg/mL PM2.5 exposure significantly increased mRNA expression of SAM-pointed domain-containing ETS transcription factor and MUC5AC and the percentage of MUC5AC-positive cells.
SUPPORT IN VITRO PMID:34736257

The abstract names SAM-pointed domain-containing ETS transcription factor (SPDEF) as significantly increased at 200 ug/mL PM2.5, the change this assay's treated output quantifies.

GE:jiao-spdef-mrna-crswnp-24h

SPDEF mRNA - CRSwNP HNECs, PM2.5 24 h

200 ug/mL PM2.5 for 24 h increased SPDEF mRNA to 2.32 +/- 1.55-fold that of medium-only cultures from CRSwNP patients (n = 6; full-text Results; p < 0.05).

target gene: NCBIGene:25803 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control SPDEF mRNA, medium-only control (CRSwNP donors)
GE:jiao-spdef-mrna-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=6)
treated SPDEF mRNA, 200 ug/mL PM2.5 (CRSwNP donors)
GE:jiao-spdef-mrna-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 2.32 fold change (mean; standard error ±1.55 fold change; n=6)

Evidence

However, 200 μg/mL PM2.5 exposure significantly increased mRNA expression of SAM-pointed domain-containing ETS transcription factor and MUC5AC and the percentage of MUC5AC-positive cells.
SUPPORT IN VITRO PMID:34736257

The abstract reports the significant SPDEF mRNA increase at 200 ug/mL PM2.5 that this assay quantifies in CRSwNP-derived cultures.

GE:jiao-hbegf-mrna-control-24h

HB-EGF mRNA - control-subject HNECs, PM2.5 24 h

Heparin-binding EGF-like growth factor mRNA rose to 1.44 +/- 0.15-fold that of medium-only cultures from control subjects after 200 ug/mL PM2.5 for 24 h (n = 4; full-text Results; p < 0.05). HB-EGF protein measured by ELISA was likewise increased.

target gene: NCBIGene:1839 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control HB-EGF mRNA, medium-only control (control donors)
GE:jiao-hbegf-mrna-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=4)
treated HB-EGF mRNA, 200 ug/mL PM2.5 (control donors)
GE:jiao-hbegf-mrna-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.44 fold change (mean; standard error ±0.15 fold change; n=4)

Evidence

PM2.5 also increased expression of EGFR ligands, including heparin-binding EGF-like growth factor and amphiregulin.
SUPPORT IN VITRO PMID:34736257

The abstract names heparin-binding EGF-like growth factor among the EGFR ligands increased by PM2.5, the change this assay's treated output quantifies.

GE:jiao-hbegf-mrna-crswnp-24h

HB-EGF mRNA - CRSwNP HNECs, PM2.5 24 h

Heparin-binding EGF-like growth factor mRNA rose to 1.56 +/- 0.56-fold that of medium-only cultures from CRSwNP patients after 200 ug/mL PM2.5 for 24 h (n = 6; full-text Results; p < 0.05).

target gene: NCBIGene:1839 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control HB-EGF mRNA, medium-only control (CRSwNP donors)
GE:jiao-hbegf-mrna-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=6)
treated HB-EGF mRNA, 200 ug/mL PM2.5 (CRSwNP donors)
GE:jiao-hbegf-mrna-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.56 fold change (mean; standard error ±0.56 fold change; n=6)

Evidence

PM2.5 also increased expression of EGFR ligands, including heparin-binding EGF-like growth factor and amphiregulin.
SUPPORT IN VITRO PMID:34736257

The abstract reports the PM2.5-driven increase in heparin-binding EGF-like growth factor that this assay quantifies in CRSwNP-derived cultures.

GE:jiao-areg-mrna-control-24h

Amphiregulin mRNA - control-subject HNECs, PM2.5 24 h

Amphiregulin mRNA rose to 1.42 +/- 0.14-fold that of medium-only cultures from control subjects after 200 ug/mL PM2.5 for 24 h (n = 4; full-text Results; p < 0.05). AREG protein by ELISA was also significantly increased.

target gene: NCBIGene:374 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control AREG mRNA, medium-only control (control donors)
GE:jiao-areg-mrna-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=4)
treated AREG mRNA, 200 ug/mL PM2.5 (control donors)
GE:jiao-areg-mrna-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.42 fold change (mean; standard error ±0.14 fold change; n=4)

Evidence

PM2.5 also increased expression of EGFR ligands, including heparin-binding EGF-like growth factor and amphiregulin.
SUPPORT IN VITRO PMID:34736257

The abstract names amphiregulin among the EGFR ligands increased by PM2.5, the change this assay's treated output quantifies.

GE:jiao-areg-mrna-crswnp-24h

Amphiregulin mRNA - CRSwNP HNECs, PM2.5 24 h

Amphiregulin mRNA rose to 1.23 +/- 0.25-fold that of medium-only cultures from CRSwNP patients after 200 ug/mL PM2.5 for 24 h (n = 6; full-text Results; p < 0.05).

target gene: NCBIGene:374 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control AREG mRNA, medium-only control (CRSwNP donors)
GE:jiao-areg-mrna-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=6)
treated AREG mRNA, 200 ug/mL PM2.5 (CRSwNP donors)
GE:jiao-areg-mrna-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.23 fold change (mean; standard error ±0.25 fold change; n=6)

Evidence

PM2.5 also increased expression of EGFR ligands, including heparin-binding EGF-like growth factor and amphiregulin.
SUPPORT IN VITRO PMID:34736257

The abstract reports the PM2.5-driven increase in amphiregulin that this assay quantifies in CRSwNP-derived cultures.

GE:jiao-ereg-mrna-control-24h

Epiregulin mRNA - control-subject HNECs, PM2.5 24 h

Epiregulin mRNA rose to 1.46 +/- 0.31-fold that of medium-only cultures from control subjects after 200 ug/mL PM2.5 for 24 h (n = 4; full-text Results; p < 0.05). EREG protein could not be confirmed: its concentration was below the detection range of the ELISA kit. EGF, TGF-alpha and neuregulin mRNA were not significantly elevated.

target gene: NCBIGene:2069 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control EREG mRNA, medium-only control (control donors)
GE:jiao-ereg-mrna-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=4)
treated EREG mRNA, 200 ug/mL PM2.5 (control donors)
GE:jiao-ereg-mrna-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.46 fold change (mean; standard error ±0.31 fold change; n=4)

Evidence

PM2.5 also increased expression of EGFR ligands, including heparin-binding EGF-like growth factor and amphiregulin.
SUPPORT IN VITRO PMID:34736257

The abstract states that PM2.5 increased EGFR ligand expression; epiregulin is one of the ligands measured in that panel, and the full text reports the 1.46-fold mRNA rise recorded here.

GE:jiao-ereg-mrna-crswnp-24h

Epiregulin mRNA - CRSwNP HNECs, PM2.5 24 h

Epiregulin mRNA rose to 1.94 +/- 1.03-fold that of medium-only cultures from CRSwNP patients after 200 ug/mL PM2.5 for 24 h (n = 6; full-text Results; p < 0.05).

target gene: NCBIGene:2069 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control EREG mRNA, medium-only control (CRSwNP donors)
GE:jiao-ereg-mrna-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=6)
treated EREG mRNA, 200 ug/mL PM2.5 (CRSwNP donors)
GE:jiao-ereg-mrna-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h
mrna level: 1.94 fold change (mean; standard error ±1.03 fold change; n=6)

Evidence

PM2.5 also increased expression of EGFR ligands, including heparin-binding EGF-like growth factor and amphiregulin.
SUPPORT IN VITRO PMID:34736257

The abstract states that PM2.5 increased EGFR ligand expression; epiregulin is one of the ligands in that panel, and the full text reports the 1.94-fold mRNA rise recorded here for CRSwNP-derived cultures.

GE:jiao-hbegf-protein-control-24h

HB-EGF protein (ELISA) - control-subject HNECs, PM2.5 24 h

ELISA for heparin-binding EGF-like growth factor protein in ALI cultures from control subjects (n = 4) treated with 200 ug/mL PM2.5 for 24 h. HB-EGF protein was increased relative to medium-only cultures (Fig. 4; p < 0.05), matching the HB-EGF mRNA rise recorded in GE:jiao-hbegf-mrna-control-24h. Values are expressed as pg per mg total cell culture protein (Bradford assay). The paper shows these data graphically only, so neither output carries a numeric protein_level; COMP:jiao-hbegf-protein-control records the direction without a magnitude.

target gene: NCBIGene:1839 gene expression method: ELISA (Cloud Clone Corp. kit, absorbance at 450 nm) normalization reference: total cell culture protein (Bradford assay)

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control HB-EGF protein, medium-only control (control donors; values shown graphically only)
GE:jiao-hbegf-protein-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated HB-EGF protein, 200 ug/mL PM2.5 (control donors; values shown graphically only)
GE:jiao-hbegf-protein-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

treatment with PM2.5 at 200 μg/mL for 24 h obviously increased the protein expression of HB-...EGF and AREG in both control cultures and CRSwNP-...derived cultures (Fig. 4).
SUPPORT IN VITRO PMID:34736257

The Results state that 200 ug/mL PM2.5 for 24 h increased HB-EGF protein in control cultures, the change this assay's treated output records. The quote is elided at the two points where the PDF column break hyphenates a word (HB-EGF and CRSwNP-derived).

Primary HNECs from control subjects (n = 4) and pa-...tients with CRSwNP (n = 4) were treated with 200 μg/mL PM2.5 for 24 h, and protein levels of HB-EGF, TGF-α, and AREG were detected by ELISA. *p < 0.05 between 2 groups.
SUPPORT IN VITRO PMID:34736257

The Figure 4 legend gives the ELISA arm's sample size (n = 4 per donor group), its exposure (200 ug/mL PM2.5 for 24 h), its method (ELISA) and the only significance threshold the paper reports (p < 0.05). Elided where the column break hyphenates "patients".

GE:jiao-hbegf-protein-crswnp-24h

HB-EGF protein (ELISA) - CRSwNP HNECs, PM2.5 24 h

ELISA for heparin-binding EGF-like growth factor protein in ALI cultures from CRSwNP patients (n = 4; the ELISA arm used four CRSwNP-derived cultures, not the six of the mRNA arm) treated with 200 ug/mL PM2.5 for 24 h. HB-EGF protein was increased relative to medium-only cultures (Fig. 4; p < 0.05). Values are expressed as pg per mg total cell culture protein (Bradford assay). The paper shows these data graphically only, so neither output carries a numeric protein_level; COMP:jiao-hbegf-protein-crswnp records the direction without a magnitude.

target gene: NCBIGene:1839 gene expression method: ELISA (Cloud Clone Corp. kit, absorbance at 450 nm) normalization reference: total cell culture protein (Bradford assay)

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control HB-EGF protein, medium-only control (CRSwNP donors; values shown graphically only)
GE:jiao-hbegf-protein-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated HB-EGF protein, 200 ug/mL PM2.5 (CRSwNP donors; values shown graphically only)
GE:jiao-hbegf-protein-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

treatment with PM2.5 at 200 μg/mL for 24 h obviously increased the protein expression of HB-...EGF and AREG in both control cultures and CRSwNP-...derived cultures (Fig. 4).
SUPPORT IN VITRO PMID:34736257

The Results state that the HB-EGF protein increase occurred in CRSwNP-derived cultures as well as control cultures, which is what this assay's treated output records. Elided at the two PDF column-break hyphenations.

Primary HNECs from control subjects (n = 4) and pa-...tients with CRSwNP (n = 4) were treated with 200 μg/mL PM2.5 for 24 h, and protein levels of HB-EGF, TGF-α, and AREG were detected by ELISA. *p < 0.05 between 2 groups.
SUPPORT IN VITRO PMID:34736257

The Figure 4 legend gives this assay's sample size (n = 4 CRSwNP-derived cultures), exposure, method and significance threshold. Elided where the column break hyphenates "patients".

GE:jiao-areg-protein-control-24h

Amphiregulin protein (ELISA) - control-subject HNECs, PM2.5 24 h

ELISA for amphiregulin protein in ALI cultures from control subjects (n = 4) treated with 200 ug/mL PM2.5 for 24 h. AREG protein was increased relative to medium-only cultures (Fig. 4; p < 0.05), matching the AREG mRNA rise recorded in GE:jiao-areg-mrna-control-24h. Values are expressed as pg per mg total cell culture protein (Bradford assay). The paper shows these data graphically only, so neither output carries a numeric protein_level; COMP:jiao-areg-protein-control records the direction without a magnitude.

target gene: NCBIGene:374 gene expression method: ELISA (Cloud Clone Corp. kit, absorbance at 450 nm) normalization reference: total cell culture protein (Bradford assay)

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control AREG protein, medium-only control (control donors; values shown graphically only)
GE:jiao-areg-protein-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated AREG protein, 200 ug/mL PM2.5 (control donors; values shown graphically only)
GE:jiao-areg-protein-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

treatment with PM2.5 at 200 μg/mL for 24 h obviously increased the protein expression of HB-...EGF and AREG in both control cultures and CRSwNP-...derived cultures (Fig. 4).
SUPPORT IN VITRO PMID:34736257

The Results name AREG alongside HB-EGF as increased at the protein level in control cultures, the change this assay's treated output records. Elided at the two PDF column-break hyphenations.

Primary HNECs from control subjects (n = 4) and pa-...tients with CRSwNP (n = 4) were treated with 200 μg/mL PM2.5 for 24 h, and protein levels of HB-EGF, TGF-α, and AREG were detected by ELISA. *p < 0.05 between 2 groups.
SUPPORT IN VITRO PMID:34736257

The Figure 4 legend gives the ELISA arm's sample size, exposure, method and significance threshold for the AREG panel as for the others. Elided where the column break hyphenates "patients".

GE:jiao-areg-protein-crswnp-24h

Amphiregulin protein (ELISA) - CRSwNP HNECs, PM2.5 24 h

ELISA for amphiregulin protein in ALI cultures from CRSwNP patients (n = 4; the ELISA arm used four CRSwNP-derived cultures, not the six of the mRNA arm) treated with 200 ug/mL PM2.5 for 24 h. AREG protein was increased relative to medium-only cultures (Fig. 4; p < 0.05). Values are expressed as pg per mg total cell culture protein (Bradford assay). The paper shows these data graphically only, so neither output carries a numeric protein_level; COMP:jiao-areg-protein-crswnp records the direction without a magnitude.

target gene: NCBIGene:374 gene expression method: ELISA (Cloud Clone Corp. kit, absorbance at 450 nm) normalization reference: total cell culture protein (Bradford assay)

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control AREG protein, medium-only control (CRSwNP donors; values shown graphically only)
GE:jiao-areg-protein-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated AREG protein, 200 ug/mL PM2.5 (CRSwNP donors; values shown graphically only)
GE:jiao-areg-protein-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

treatment with PM2.5 at 200 μg/mL for 24 h obviously increased the protein expression of HB-...EGF and AREG in both control cultures and CRSwNP-...derived cultures (Fig. 4).
SUPPORT IN VITRO PMID:34736257

The Results state that the AREG protein increase occurred in CRSwNP-derived cultures as well as control cultures, which is what this assay's treated output records. Elided at the two PDF column-break hyphenations.

Primary HNECs from control subjects (n = 4) and pa-...tients with CRSwNP (n = 4) were treated with 200 μg/mL PM2.5 for 24 h, and protein levels of HB-EGF, TGF-α, and AREG were detected by ELISA. *p < 0.05 between 2 groups.
SUPPORT IN VITRO PMID:34736257

The Figure 4 legend gives this assay's sample size (n = 4 CRSwNP-derived cultures), exposure, method and significance threshold. Elided where the column break hyphenates "patients".

GE:jiao-tgfa-protein-control-24h

TGF-alpha protein (ELISA) - control-subject HNECs, PM2.5 24 h (no change)

NULL RESULT. ELISA for transforming growth factor-alpha protein in ALI cultures from control subjects (n = 4) treated with 200 ug/mL PM2.5 for 24 h. There was no significant increase in TGF-alpha protein (Fig. 4), the one EGFR ligand of the three assayed whose protein did not respond; TGF-alpha mRNA was likewise not significantly elevated, as this file's EGFR ligand mRNA records already note. The paper shows these data graphically only and reports no significant difference, so no values are recorded and no response_comparison is derived, following the convention used for this file's other null results.

target gene: NCBIGene:7039 gene expression method: ELISA (Cloud Clone Corp. kit, absorbance at 450 nm) normalization reference: total cell culture protein (Bradford assay)

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control TGF-alpha protein, medium-only control (control donors)
GE:jiao-tgfa-protein-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated TGF-alpha protein, 200 ug/mL PM2.5 (control donors; no significant change)
GE:jiao-tgfa-protein-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

However, there was no signifi-...cant increase in the level of TGF-α protein after PM2.5 treatment (Fig. 4)
REFUTE IN VITRO PMID:34736257

The Results state outright that TGF-alpha protein did not increase significantly after PM2.5, the null finding this assay records. Marked REFUTE because it is evidence against TGF-alpha being one of the ligands PM2.5 induces. Elided where the column break hyphenates "significant".

We then examined the expression of HB-EGF, AREG, EREG, and TGF-α protein by ELISA.
SUPPORT IN VITRO PMID:34736257

The Results name TGF-alpha among the proteins measured by ELISA, establishing that this null result comes from a performed measurement rather than an omitted one.

Primary HNECs from control subjects (n = 4) and pa-...tients with CRSwNP (n = 4) were treated with 200 μg/mL PM2.5 for 24 h, and protein levels of HB-EGF, TGF-α, and AREG were detected by ELISA. *p < 0.05 between 2 groups.
SUPPORT IN VITRO PMID:34736257

The Figure 4 legend is the source for this assay's sample size (n = 4 control-derived cultures), its exposure and its method, which the description states. Elided where the column break hyphenates "patients".

GE:jiao-tgfa-protein-crswnp-24h

TGF-alpha protein (ELISA) - CRSwNP HNECs, PM2.5 24 h (no change)

NULL RESULT. ELISA for transforming growth factor-alpha protein in ALI cultures from CRSwNP patients (n = 4) treated with 200 ug/mL PM2.5 for 24 h. There was no significant increase in TGF-alpha protein (Fig. 4). The paper states the null result for TGF-alpha without separating the donor groups, and Figure 4 carries no significance marker on either TGF-alpha bar. The data are shown graphically only, so no values are recorded and no response_comparison is derived.

target gene: NCBIGene:7039 gene expression method: ELISA (Cloud Clone Corp. kit, absorbance at 450 nm) normalization reference: total cell culture protein (Bradford assay)

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control TGF-alpha protein, medium-only control (CRSwNP donors)
GE:jiao-tgfa-protein-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated TGF-alpha protein, 200 ug/mL PM2.5 (CRSwNP donors; no significant change)
GE:jiao-tgfa-protein-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

However, there was no signifi-...cant increase in the level of TGF-α protein after PM2.5 treatment (Fig. 4)
REFUTE IN VITRO PMID:34736257

The Results report the absence of a TGF-alpha protein increase without restricting it to one donor group, so it covers the CRSwNP-derived cultures this assay records. Elided where the column break hyphenates "significant".

Primary HNECs from control subjects (n = 4) and pa-...tients with CRSwNP (n = 4) were treated with 200 μg/mL PM2.5 for 24 h, and protein levels of HB-EGF, TGF-α, and AREG were detected by ELISA. *p < 0.05 between 2 groups.
SUPPORT IN VITRO PMID:34736257

The Figure 4 legend confirms that TGF-alpha was measured by ELISA in n = 4 CRSwNP-derived cultures under the same exposure, so this is a measured null rather than an untested condition. Elided where the column break hyphenates "patients".

GE:jiao-muc5ac-mrna-ly294002-crswnp

MUC5AC mRNA - PI3K inhibitor LY294002 + PM2.5, CRSwNP HNECs

CRSwNP-derived ALI cultures (n = 4) pretreated for 30 min with the PI3K inhibitor LY294002 (25 uM) before 200 ug/mL PM2.5 for 24 h. MUC5AC mRNA expression was significantly blocked by LY294002 in PM2.5-stimulated cells (Fig. 6; p < 0.05); LY294002 alone did not affect basal MUC5AC expression. The paper reports this result graphically only (Fig. 6), so neither treated group carries a fold-change value; COMP:jiao-muc5ac-mrna-ly294002 records the direction of the attenuation without a magnitude. LY294002 was added 30 min before PM2.5 and remained until the end of the experiment, so its exposure condition carries the full 24 h duration; the 200 ug/mL PM2.5 co-exposure is listed as its own condition on this assay.

target gene: NCBIGene:4586 gene expression method: real-time PCR (SYBR Green) normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour
LY294002 25 uM pretreatment 30 min, then PM2.5 200 ug/mL for 24 hours
EXPOSURE:jiao-ly294002-pm25-24h
LY294002
CHEBI:65329
25 micromolar 24 hour

Outputs

GroupOutputDescription
control MUC5AC mRNA, medium-only control
GE:jiao-muc5ac-mrna-ly294002-crswnp-output-medium · under EXPOSURE:jiao-medium-24h
mrna level: 1.0 fold change (mean; n=4)
treated MUC5AC mRNA, PM2.5 200 ug/mL alone (values shown graphically only)
GE:jiao-muc5ac-mrna-ly294002-crswnp-output-pm25 · under EXPOSURE:jiao-pm25-200ug-24h
treated MUC5AC mRNA, LY294002 pretreatment + PM2.5 (values shown graphically only)
GE:jiao-muc5ac-mrna-ly294002-crswnp-output-ly294002-pm25 · under EXPOSURE:jiao-ly294002-pm25-24h

Evidence

pretreatment of HNECs with AG1478 or LY294002 attenuated PM2.5-induced MUC5AC mRNA and protein expression.
SUPPORT IN VITRO PMID:34736257

The abstract states that PI3K inhibition with LY294002 attenuated PM2.5-induced MUC5AC mRNA expression, which is what this assay records.

EGFR signaling assays

EGFR:jiao-pi3k-akt-erk-30min

PI3K-AKT/ERK activation after PM2.5, CRSwNP HNECs

Western blot of CRSwNP-derived ALI cultures (n = 4) treated with 200 ug/mL PM2.5 for 30 min. p-PI3K, p-AKT and p-ERK were all significantly increased while total PI3K, AKT and ERK protein was unchanged (Fig. 5; p < 0.05). The paper reports the densitometry graphically only, so no numeric phosphorylation values are recorded. EGFR phosphorylation itself was not measured: EGFR involvement rests on the ligand data and on reversal by the EGFR inhibitor AG1478.

normalization reference: GAPDH

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 30 minutes (control)
EXPOSURE:jiao-medium-30min
— — 30 minute
PM2.5 200 ug/mL apical, 30 minutes
EXPOSURE:jiao-pm25-200ug-30min
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 30 minute

Outputs

GroupOutputDescription
control Medium-only control, basal PI3K/AKT/ERK phosphorylation
EGFR:jiao-pi3k-akt-erk-30min-output-medium · under EXPOSURE:jiao-medium-30min
downstream kinase activation: Basal phosphorylation of PI3K, AKT and ERK in medium-only cultures
treated PM2.5 200 ug/mL, 30 min
EGFR:jiao-pi3k-akt-erk-30min-output-pm25 · under EXPOSURE:jiao-pm25-200ug-30min
downstream kinase activation: p-PI3K, p-AKT and p-ERK significantly increased; total PI3K, AKT and ERK protein unchanged pathway biomarkers: p-PI3K; p-AKT; p-ERK

Evidence

PM2.5induced activation of PI3K, AKT, and ERK
SUPPORT IN VITRO PMID:34736257

The abstract states the finding outright: PM2.5 activated PI3K, AKT and ERK, which is what this Western blot assay records. The missing space in "PM2.5induced" is PubMed's own, so the quote is verbatim against the cached abstract.

Furthermore, this study shows that PM2.5-induced MUC5AC expression is likely mediated through the EGFR-PI3K pathway.
SUPPORT IN VITRO PMID:34736257

The abstract's conclusion attributes PM2.5-induced MUC5AC expression to the EGFR-PI3K pathway, the pathway activation this assay measures.

FOXJ assays

FOXJ:jiao-foxj1-mrna-control-24h

FOXJ1 mRNA - control-subject HNECs, PM2.5 24 h (no change)

NULL RESULT. Real-time PCR for FOXJ1 in ALI cultures from control subjects (n = 4). Neither 100 nor 200 ug/mL PM2.5 for 24 h altered FOXJ1 mRNA expression; the same was true of GMNC, MCIDAS and DNAI2. No fold-change values are recorded because the paper reports these data graphically only and states no significant difference. The authors attribute the absent effect to the short exposure time or the low PM2.5 concentrations.

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 100 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-100ug-24h
fine respirable suspended particulate matter
ENVO:01000415
100 microgram per milliliter 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control FOXJ1 mRNA, medium-only control
FOXJ:jiao-foxj1-mrna-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated FOXJ1 mRNA, 100 ug/mL PM2.5 (no significant change)
FOXJ:jiao-foxj1-mrna-control-24h-output-pm25-100 · under EXPOSURE:jiao-pm25-100ug-24h
treated FOXJ1 mRNA, 200 ug/mL PM2.5 (no significant change)
FOXJ:jiao-foxj1-mrna-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

PM2.5 exposure at 100 or 200 μg/mL for 24 h did not affect geminin coiled-coil domain containing, multiciliate differentiation and DNA synthesis associated cell cycle protein, FOXJ1, or DNAI2 mRNA expression or the percentage of β-tubulin IV-positive cells.
REFUTE IN VITRO PMID:34736257

The quote reports that FOXJ1 mRNA was unchanged by PM2.5, so this assay's evidence points against the key event of altered ciliogenesis rather than for it.

FOXJ:jiao-foxj1-mrna-crswnp-24h

FOXJ1 mRNA - CRSwNP HNECs, PM2.5 24 h (no change)

NULL RESULT. Real-time PCR for FOXJ1 in ALI cultures from CRSwNP patients (n = 6). Neither 100 nor 200 ug/mL PM2.5 for 24 h altered FOXJ1 mRNA expression; the same was true of GMNC, MCIDAS and DNAI2. No fold-change values are recorded because the paper reports these data graphically only and states no significant difference. The authors attribute the absent effect to the short exposure time or the low PM2.5 concentrations.

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 100 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-100ug-24h
fine respirable suspended particulate matter
ENVO:01000415
100 microgram per milliliter 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control FOXJ1 mRNA, medium-only control
FOXJ:jiao-foxj1-mrna-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated FOXJ1 mRNA, 100 ug/mL PM2.5 (no significant change)
FOXJ:jiao-foxj1-mrna-crswnp-24h-output-pm25-100 · under EXPOSURE:jiao-pm25-100ug-24h
treated FOXJ1 mRNA, 200 ug/mL PM2.5 (no significant change)
FOXJ:jiao-foxj1-mrna-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

PM2.5 exposure at 100 or 200 μg/mL for 24 h did not affect geminin coiled-coil domain containing, multiciliate differentiation and DNA synthesis associated cell cycle protein, FOXJ1, or DNAI2 mRNA expression or the percentage of β-tubulin IV-positive cells.
REFUTE IN VITRO PMID:34736257

The quote reports that FOXJ1 mRNA was unchanged by PM2.5, so this assay's evidence points against the key event of altered ciliogenesis rather than for it.

Ciliary function assays

CILIA:jiao-btubulin-positive-control-24h

Ciliated cell coverage (beta-tubulin IV-positive cells) - control-subject HNECs, PM2.5 24 h (no change)

NULL RESULT. Immunofluorescence quantification of beta-tubulin IV-positive cells as a percentage of total cells in ALI cultures from control subjects (n = 4). No significant change in ciliated cell coverage was observed at either 100 or 200 ug/mL PM2.5 for 24 h, in contrast to the MUC5AC-positive cell increase measured in the same stained cultures. The paper reports these data graphically only, so no values are recorded.

airway region: nasal analysis software: Olympus confocal imaging, manual counting

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 100 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-100ug-24h
fine respirable suspended particulate matter
ENVO:01000415
100 microgram per milliliter 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control beta-tubulin IV-positive cells, medium-only control
CILIA:jiao-btubulin-positive-control-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated beta-tubulin IV-positive cells, 100 ug/mL PM2.5 (no significant change)
CILIA:jiao-btubulin-positive-control-24h-output-pm25-100 · under EXPOSURE:jiao-pm25-100ug-24h
treated beta-tubulin IV-positive cells, 200 ug/mL PM2.5 (no significant change)
CILIA:jiao-btubulin-positive-control-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

PM2.5 exposure at 100 or 200 μg/mL for 24 h did not affect geminin coiled-coil domain containing, multiciliate differentiation and DNA synthesis associated cell cycle protein, FOXJ1, or DNAI2 mRNA expression or the percentage of β-tubulin IV-positive cells.
REFUTE IN VITRO PMID:34736257

The quote states that the percentage of beta-tubulin IV-positive cells was unchanged by PM2.5, so this assay's evidence points against decreased ciliary function rather than for it.

CILIA:jiao-btubulin-positive-crswnp-24h

Ciliated cell coverage (beta-tubulin IV-positive cells) - CRSwNP HNECs, PM2.5 24 h (no change)

NULL RESULT. Immunofluorescence quantification of beta-tubulin IV-positive cells as a percentage of total cells in ALI cultures from CRSwNP patients (n = 6). No significant change in ciliated cell coverage was observed at either 100 or 200 ug/mL PM2.5 for 24 h, in contrast to the MUC5AC-positive cell increase measured in the same stained cultures. The paper reports these data graphically only, so no values are recorded.

airway region: nasal analysis software: Olympus confocal imaging, manual counting

Exposure conditions

ConditionAgentConcentrationDuration
ALI culture medium only, 24 hours (control)
EXPOSURE:jiao-medium-24h
— — 24 hour
PM2.5 100 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-100ug-24h
fine respirable suspended particulate matter
ENVO:01000415
100 microgram per milliliter 24 hour
PM2.5 200 ug/mL apical, 24 hours
EXPOSURE:jiao-pm25-200ug-24h
fine respirable suspended particulate matter
ENVO:01000415
200 microgram per milliliter 24 hour

Outputs

GroupOutputDescription
control beta-tubulin IV-positive cells, medium-only control
CILIA:jiao-btubulin-positive-crswnp-24h-output-medium · under EXPOSURE:jiao-medium-24h
treated beta-tubulin IV-positive cells, 100 ug/mL PM2.5 (no significant change)
CILIA:jiao-btubulin-positive-crswnp-24h-output-pm25-100 · under EXPOSURE:jiao-pm25-100ug-24h
treated beta-tubulin IV-positive cells, 200 ug/mL PM2.5 (no significant change)
CILIA:jiao-btubulin-positive-crswnp-24h-output-pm25-200 · under EXPOSURE:jiao-pm25-200ug-24h

Evidence

PM2.5 exposure at 100 or 200 μg/mL for 24 h did not affect geminin coiled-coil domain containing, multiciliate differentiation and DNA synthesis associated cell cycle protein, FOXJ1, or DNAI2 mRNA expression or the percentage of β-tubulin IV-positive cells.
REFUTE IN VITRO PMID:34736257

The quote states that the percentage of beta-tubulin IV-positive cells was unchanged by PM2.5, so this assay's evidence points against decreased ciliary function rather than for it.

Response comparisons

COMP:jiao-muc5ac-mrna-control

MUC5AC mRNA, 200 ug/mL PM2.5 vs medium (control donors)

measurement: muc5ac_mrna_expression direction: increased type: fold change value: 2.13 fold change (mean; standard error ±0.37 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-mrna-control-24h
COMP:jiao-muc5ac-mrna-crswnp

MUC5AC mRNA, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

measurement: muc5ac_mrna_expression direction: increased type: fold change value: 1.71 fold change (mean; standard error ±0.41 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-mrna-crswnp-24h
COMP:jiao-muc5ac-positive-control-200

MUC5AC-positive cells, 200 ug/mL PM2.5 vs medium (control donors)

measurement: goblet_cell_percentage direction: increased type: fold change value: 2.29 fold change (mean; standard error ±0.41 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-control-24h
COMP:jiao-muc5ac-positive-control-100

MUC5AC-positive cells, 100 ug/mL PM2.5 vs medium (control donors, trend only)

Reported as an increasing trend; the paper does not mark this comparison as significant.

measurement: goblet_cell_percentage direction: increased type: fold change value: 1.16 fold change (mean; standard error ±0.21 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-control-24h
COMP:jiao-muc5ac-positive-crswnp-200

MUC5AC-positive cells, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

measurement: goblet_cell_percentage direction: increased type: fold change value: 2.68 fold change (mean; standard error ±0.67 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-crswnp-24h
COMP:jiao-muc5ac-positive-crswnp-100

MUC5AC-positive cells, 100 ug/mL PM2.5 vs medium (CRSwNP donors, trend only)

Reported as an increasing trend; the paper does not mark this comparison as significant.

measurement: goblet_cell_percentage direction: increased type: fold change value: 1.13 fold change (mean; standard error ±0.45 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-crswnp-24h
COMP:jiao-muc5ac-positive-ag1478-pm25

MUC5AC-positive cells, PM2.5 200 ug/mL vs medium (CRSwNP donors, inhibitor experiment)

The PM2.5-alone arm of the AG1478 experiment, kept against the same medium-only anchor as the inhibitor arm so the two are directly comparable. A separate record from COMP:jiao-muc5ac-positive-crswnp-200 because it comes from the inhibitor experiment (n = 4), not the dose-response experiment (n = 6).

measurement: goblet_cell_percentage direction: increased type: fold change value: 2.51 fold change (mean; standard error ±0.44 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-ag1478-crswnp
COMP:jiao-muc5ac-positive-ag1478

MUC5AC-positive cells, AG1478 + PM2.5 vs medium (CRSwNP donors)

EGFR inhibition arm. The paper states 2.51 +/- 0.44-fold for PM2.5 alone and 1.50 +/- 0.21-fold for AG1478-pretreated cells, both relative to medium-only cells; this record keeps the reported AG1478 + PM2.5 value against the same medium-only anchor rather than computing the attenuation.

measurement: goblet_cell_percentage direction: increased type: fold change value: 1.50 fold change (mean; standard error ±0.21 fold change) derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-ag1478-crswnp
COMP:jiao-spdef-mrna-control

SPDEF mRNA, 200 ug/mL PM2.5 vs medium (control donors)

measurement: mrna_level direction: increased type: fold change value: 1.70 fold change (mean; standard error ±0.26 fold change) derivation: reported in paper from assay: GE:jiao-spdef-mrna-control-24h
COMP:jiao-spdef-mrna-crswnp

SPDEF mRNA, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

measurement: mrna_level direction: increased type: fold change value: 2.32 fold change (mean; standard error ±1.55 fold change) derivation: reported in paper from assay: GE:jiao-spdef-mrna-crswnp-24h
COMP:jiao-hbegf-mrna-control

HB-EGF mRNA, 200 ug/mL PM2.5 vs medium (control donors)

measurement: mrna_level direction: increased type: fold change value: 1.44 fold change (mean; standard error ±0.15 fold change) derivation: reported in paper from assay: GE:jiao-hbegf-mrna-control-24h
COMP:jiao-hbegf-mrna-crswnp

HB-EGF mRNA, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

measurement: mrna_level direction: increased type: fold change value: 1.56 fold change (mean; standard error ±0.56 fold change) derivation: reported in paper from assay: GE:jiao-hbegf-mrna-crswnp-24h
COMP:jiao-areg-mrna-control

AREG mRNA, 200 ug/mL PM2.5 vs medium (control donors)

measurement: mrna_level direction: increased type: fold change value: 1.42 fold change (mean; standard error ±0.14 fold change) derivation: reported in paper from assay: GE:jiao-areg-mrna-control-24h
COMP:jiao-areg-mrna-crswnp

AREG mRNA, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

measurement: mrna_level direction: increased type: fold change value: 1.23 fold change (mean; standard error ±0.25 fold change) derivation: reported in paper from assay: GE:jiao-areg-mrna-crswnp-24h
COMP:jiao-ereg-mrna-control

EREG mRNA, 200 ug/mL PM2.5 vs medium (control donors)

measurement: mrna_level direction: increased type: fold change value: 1.46 fold change (mean; standard error ±0.31 fold change) derivation: reported in paper from assay: GE:jiao-ereg-mrna-control-24h
COMP:jiao-ereg-mrna-crswnp

EREG mRNA, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

measurement: mrna_level direction: increased type: fold change value: 1.94 fold change (mean; standard error ±1.03 fold change) derivation: reported in paper from assay: GE:jiao-ereg-mrna-crswnp-24h
COMP:jiao-hbegf-protein-control

HB-EGF protein, 200 ug/mL PM2.5 vs medium (control donors)

Direction only: PM2.5 increased HB-EGF protein in control-derived cultures (Fig. 4, p < 0.05), but the paper reports the ELISA values graphically without a mean or SEM, so no change_value is recorded.

measurement: protein_level direction: increased derivation: reported in paper from assay: GE:jiao-hbegf-protein-control-24h
COMP:jiao-hbegf-protein-crswnp

HB-EGF protein, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

Direction only: PM2.5 increased HB-EGF protein in CRSwNP-derived cultures (Fig. 4, p < 0.05), with no numeric value reported.

measurement: protein_level direction: increased derivation: reported in paper from assay: GE:jiao-hbegf-protein-crswnp-24h
COMP:jiao-areg-protein-control

AREG protein, 200 ug/mL PM2.5 vs medium (control donors)

Direction only: PM2.5 increased amphiregulin protein in control-derived cultures (Fig. 4, p < 0.05), with no numeric value reported.

measurement: protein_level direction: increased derivation: reported in paper from assay: GE:jiao-areg-protein-control-24h
COMP:jiao-areg-protein-crswnp

AREG protein, 200 ug/mL PM2.5 vs medium (CRSwNP donors)

Direction only: PM2.5 increased amphiregulin protein in CRSwNP-derived cultures (Fig. 4, p < 0.05), with no numeric value reported.

measurement: protein_level direction: increased derivation: reported in paper from assay: GE:jiao-areg-protein-crswnp-24h
COMP:jiao-muc5ac-mrna-ly294002

MUC5AC mRNA, LY294002 + PM2.5 vs PM2.5 alone (CRSwNP donors)

PI3K inhibition attenuates the PM2.5-induced rise in MUC5AC mRNA. Direction only: the paper reports this contrast graphically (Fig. 6) and states significance as p < 0.05 without a fold-change value, so no change_value is recorded. The reference group here is PM2.5 alone, not medium.

measurement: mrna_level direction: decreased derivation: reported in paper from assay: GE:jiao-muc5ac-mrna-ly294002-crswnp
COMP:jiao-muc5ac-positive-ag1478-attenuation

MUC5AC-positive cells, AG1478 + PM2.5 vs PM2.5 alone (CRSwNP donors)

EGFR inhibition attenuates the PM2.5-induced rise in MUC5AC-positive cells (2.51 +/- 0.44-fold vs medium for PM2.5 alone, 1.50 +/- 0.21-fold vs medium with AG1478). Direction only: the paper reports both values against medium and calls the attenuation significant, but never states the PM2.5-vs-inhibitor ratio, so no change_value is computed here. The reference group is PM2.5 alone, not medium.

measurement: goblet_cell_percentage direction: decreased derivation: reported in paper from assay: GCM:jiao-muc5ac-positive-ag1478-crswnp

Key-event relationships

KER:jiao-egfr-to-mucin

EGFR activation leads to mucin hypersecretion

EGFR activation (activated) → directly leads to → Mucin hypersecretion (increased) strong support

Central mechanism of Jiao 2022: PM2.5 raises EGFR ligand expression (HB-EGF, AREG, EREG) and activates PI3K-AKT/ERK, and blocking either EGFR (AG1478) or PI3K (LY294002) attenuates the PM2.5-induced rise in MUC5AC mRNA and protein in human nasal epithelial cells.

Furthermore, this study shows that PM2.5-induced MUC5AC expression is likely mediated through the EGFR-PI3K pathway.
SUPPORT IN VITRO PMID:34736257

The abstract's conclusion states the directional link this key event relationship records: EGFR-PI3K pathway activation mediates the increase in MUC5AC.

pretreatment of HNECs with AG1478 or LY294002 attenuated PM2.5-induced MUC5AC mRNA and protein expression.
SUPPORT IN VITRO PMID:34736257

Inhibitor reversal of the MUC5AC response is the empirical basis for calling this relationship strongly supported.

KER:jiao-egfr-to-goblet

EGFR activation leads to goblet cell hyperplasia

EGFR activation (activated) → directly leads to → Goblet cell hyperplasia (increased) moderate support

The percentage of MUC5AC-positive (goblet) cells rose with PM2.5 and was reduced by EGFR inhibition with AG1478, linking EGFR activation to the goblet cell phenotype in nasal epithelium.

However, 200 μg/mL PM2.5 exposure significantly increased mRNA expression of SAM-pointed domain-containing ETS transcription factor and MUC5AC and the percentage of MUC5AC-positive cells.
SUPPORT IN VITRO PMID:34736257

The rise in MUC5AC-positive cell percentage is the downstream goblet cell change; the paper attributes it to the same EGFR-PI3K pathway, but reports no exact quantitative dose-response, so support is recorded as moderate.

Protocols

PROTOCOL:jiao-ali-001

Primary HNEC air-liquid interface culture

Nasal mucosal tissue dissociated in 0.1% protease type XIV in DMEM overnight at 4C. Cells seeded at 150,000 per well onto human placental collagen-precoated 6.5-mm Transwell polyester membranes (0.4 um pore, Costar/Corning). Submerged culture in bronchial epithelial growth medium:DMEM (1:1); ALI established at confluence by removing apical medium, basolateral ALI medium containing 50 nM all-trans retinoic acid, changed every other day for 14 days until differentiated. PM2.5 added to the apical compartment; control cultures received ALI culture medium only.

Equipment: Transwell polyester membrane inserts, 6.5 mm, 0.4 um pore (Costar, Corning); Human placental collagen coating; Bronchial epithelial growth medium:DMEM (1:1) with 50 nM all-trans retinoic acid

PROTOCOL:jiao-qpcr-muc5ac

Real-time PCR for MUC5AC

type: MolecularAssayProtocol

ALI cultures lysed in RLT buffer after 24 h PM2.5; total RNA extracted with RNeasy mini kit (Qiagen). Reverse transcription with PrimeScript RT Master Mix (TaKaRa). SYBR Green assay on ABI7500 Real-Time PCR Detection System (Applied Biosystems). GAPDH endogenous reference; relative expression by the comparative cycle threshold method.

detection method: SYBR Green real-time PCR reference gene: GAPDH

Equipment: ABI7500 Real-Time PCR Detection System (Applied Biosystems); RNeasy mini kit (Qiagen); PrimeScript RT Master Mix (TaKaRa Biotechnology)

PROTOCOL:jiao-qpcr-spdef

Real-time PCR for SPDEF

type: MolecularAssayProtocol

ALI cultures lysed in RLT buffer after 24 h PM2.5; total RNA extracted with RNeasy mini kit (Qiagen). Reverse transcription with PrimeScript RT Master Mix (TaKaRa). SYBR Green assay on ABI7500 Real-Time PCR Detection System (Applied Biosystems). GAPDH endogenous reference; relative expression by the comparative cycle threshold method.

detection method: SYBR Green real-time PCR reference gene: GAPDH

Equipment: ABI7500 Real-Time PCR Detection System (Applied Biosystems); RNeasy mini kit (Qiagen); PrimeScript RT Master Mix (TaKaRa Biotechnology)

PROTOCOL:jiao-qpcr-hbegf

Real-time PCR for HB-EGF

type: MolecularAssayProtocol

ALI cultures lysed in RLT buffer after 24 h PM2.5; total RNA extracted with RNeasy mini kit (Qiagen). Reverse transcription with PrimeScript RT Master Mix (TaKaRa). SYBR Green assay on ABI7500 Real-Time PCR Detection System (Applied Biosystems). GAPDH endogenous reference; relative expression by the comparative cycle threshold method.

detection method: SYBR Green real-time PCR reference gene: GAPDH

Equipment: ABI7500 Real-Time PCR Detection System (Applied Biosystems); RNeasy mini kit (Qiagen); PrimeScript RT Master Mix (TaKaRa Biotechnology)

PROTOCOL:jiao-qpcr-areg

Real-time PCR for AREG

type: MolecularAssayProtocol

ALI cultures lysed in RLT buffer after 24 h PM2.5; total RNA extracted with RNeasy mini kit (Qiagen). Reverse transcription with PrimeScript RT Master Mix (TaKaRa). SYBR Green assay on ABI7500 Real-Time PCR Detection System (Applied Biosystems). GAPDH endogenous reference; relative expression by the comparative cycle threshold method.

detection method: SYBR Green real-time PCR reference gene: GAPDH

Equipment: ABI7500 Real-Time PCR Detection System (Applied Biosystems); RNeasy mini kit (Qiagen); PrimeScript RT Master Mix (TaKaRa Biotechnology)

PROTOCOL:jiao-qpcr-ereg

Real-time PCR for EREG

type: MolecularAssayProtocol

ALI cultures lysed in RLT buffer after 24 h PM2.5; total RNA extracted with RNeasy mini kit (Qiagen). Reverse transcription with PrimeScript RT Master Mix (TaKaRa). SYBR Green assay on ABI7500 Real-Time PCR Detection System (Applied Biosystems). GAPDH endogenous reference; relative expression by the comparative cycle threshold method.

detection method: SYBR Green real-time PCR reference gene: GAPDH

Equipment: ABI7500 Real-Time PCR Detection System (Applied Biosystems); RNeasy mini kit (Qiagen); PrimeScript RT Master Mix (TaKaRa Biotechnology)

PROTOCOL:jiao-qpcr-foxj1

Real-time PCR for FOXJ1

type: MolecularAssayProtocol

ALI cultures lysed in RLT buffer after 24 h PM2.5; total RNA extracted with RNeasy mini kit (Qiagen). Reverse transcription with PrimeScript RT Master Mix (TaKaRa). SYBR Green assay on ABI7500 Real-Time PCR Detection System (Applied Biosystems). GAPDH endogenous reference; relative expression by the comparative cycle threshold method.

detection method: SYBR Green real-time PCR reference gene: GAPDH

Equipment: ABI7500 Real-Time PCR Detection System (Applied Biosystems); RNeasy mini kit (Qiagen); PrimeScript RT Master Mix (TaKaRa Biotechnology)

PROTOCOL:jiao-icc-muc5ac

Immunocytochemical staining for MUC5AC

type: StainingProtocol

ALI cultures fixed in 50:50 methanol:acetone, permeabilized with 0.3% Triton X-100, blocked with 5% skim milk, incubated overnight at 4C with anti-beta-tubulin IV (1:500, Sigma-Aldrich) and anti-MUC5AC (1:200, Abcam). Secondary antibodies labelled with fluorescein isothiocyanate (1:500, Invitrogen) and rhodamine (1:500, Invitrogen). Nuclei counterstained with 4,6-diamidino-2-phenylindole. Imaged on an Olympus IX81 confocal microscope; positive cells expressed as a percentage of total cells.

staining type: immunofluorescence fixation method: 50:50 methanol:acetone detection method: confocal microscopy (Olympus IX81)

Equipment: Olympus IX81 confocal microscope; anti-beta-tubulin IV (Sigma-Aldrich); anti-MUC5AC (Abcam)

PROTOCOL:jiao-icc-btub

Immunocytochemical staining for beta-tubulin IV

type: StainingProtocol

ALI cultures fixed in 50:50 methanol:acetone, permeabilized with 0.3% Triton X-100, blocked with 5% skim milk, incubated overnight at 4C with anti-beta-tubulin IV (1:500, Sigma-Aldrich) and anti-MUC5AC (1:200, Abcam). Secondary antibodies labelled with fluorescein isothiocyanate (1:500, Invitrogen) and rhodamine (1:500, Invitrogen). Nuclei counterstained with 4,6-diamidino-2-phenylindole. Imaged on an Olympus IX81 confocal microscope; positive cells expressed as a percentage of total cells.

staining type: immunofluorescence fixation method: 50:50 methanol:acetone detection method: confocal microscopy (Olympus IX81)

Equipment: Olympus IX81 confocal microscope; anti-beta-tubulin IV (Sigma-Aldrich); anti-MUC5AC (Abcam)

PROTOCOL:jiao-elisa-hbegf

ELISA for HB-EGF protein

type: MolecularAssayProtocol

ALI cultures treated with PM2.5 for 24 h assayed with a commercial HB-EGF ELISA kit (Cloud Clone Corp., Wuhan). Absorbance read at 450 nm. Protein concentration of each culture determined by Bradford assay.

detection method: colorimetric ELISA, absorbance read at 450 nm normalization method: pg per mg total cell culture protein (Bradford assay) platform: HB-EGF ELISA kit (Cloud Clone Corp., Wuhan)

Equipment: ELISA plate reader (450 nm); HB-EGF ELISA kit (Cloud Clone Corp., Wuhan)

PROTOCOL:jiao-elisa-areg

ELISA for AREG protein

type: MolecularAssayProtocol

ALI cultures treated with PM2.5 for 24 h assayed with a commercial AREG ELISA kit (Cloud Clone Corp., Wuhan). Absorbance read at 450 nm. Protein concentration of each culture determined by Bradford assay.

detection method: colorimetric ELISA, absorbance read at 450 nm normalization method: pg per mg total cell culture protein (Bradford assay) platform: AREG ELISA kit (Cloud Clone Corp., Wuhan)

Equipment: ELISA plate reader (450 nm); AREG ELISA kit (Cloud Clone Corp., Wuhan)

PROTOCOL:jiao-elisa-tgfa

ELISA for TGF-alpha protein

type: MolecularAssayProtocol

ALI cultures treated with PM2.5 for 24 h assayed with a commercial TGF-alpha ELISA kit (Cloud Clone Corp., Wuhan). Absorbance read at 450 nm. Protein concentration of each culture determined by Bradford assay.

detection method: colorimetric ELISA, absorbance read at 450 nm normalization method: pg per mg total cell culture protein (Bradford assay) platform: TGF-alpha ELISA kit (Cloud Clone Corp., Wuhan)

Equipment: ELISA plate reader (450 nm); TGF-alpha ELISA kit (Cloud Clone Corp., Wuhan)

PROTOCOL:jiao-wb-001

Western blot for PI3K, AKT and ERK phosphorylation

type: MolecularAssayProtocol

ALI cultures treated with PM2.5 for 30 min harvested in RIPA lysis buffer with protease and phosphatase inhibitors. Equal protein separated by SDS-PAGE, transferred to polyvinylidene fluoride membranes, blocked in 5% BSA, incubated overnight at 4C with anti-p-PI3K (1:1,000), anti-PI3K (1:2,000), anti-p-AKT (1:1,000), anti-AKT (1:2,000), anti-p-ERK (1:1,000), anti-ERK (1:2,000) (Cell Signaling Technology) and anti-GAPDH (1:10,000, Abcam). Electrogenerated chemiluminescence detection; bands analysed in ImageJ.

detection method: electrogenerated chemiluminescence normalization method: GAPDH loading control

Equipment: SDS-PAGE and polyvinylidene fluoride transfer apparatus; Electrogenerated chemiluminescence detection system; ImageJ densitometry software