| Literature DB >> 30691609 |
A J Malbon1, M L Meli2, E N Barker3, A D Davidson4, S Tasker5, A Kipar6.
Abstract
Feline infectious peritonitis (FIP) is an almost invariably fatal feline coronavirus (FCoV)-induced disease thought to arise from a combination of viral mutations and an overexuberant immune response. Natural initial enteric FCoV infection may remain subclinical, or result in mild enteric signs or the development of FIP; cats may also carry the virus systemically with no adverse effect. This study screened mesenteric lymph nodes (MLNs), the presumed first site of FCoV spread from the intestine regardless of viraemia, for changes in the transcription of a panel of innate immune response mediators in response to systemic FCoV infection and with FIP, aiming to identify key pathways triggered by FCoV. Cats with and without FIP, the latter with and without FCoV infection in the MLN, were compared. Higher expression levels in FIP were found for toll-like receptors (TLRs) 2, 4 and 8. These are part of the first line of defence and suggest a response to both viral structural proteins and viral nucleic acid. Expression of genes encoding inflammatory cytokines and chemokines, including interleukin (IL)-1β, IL-6, IL-15, tumour necrosis factor (TNF)-α, CXCL10, CCL8, interferon (IFN)-α, IFN-β and IFN-γ, was higher in cats with FIP, consistent with inflammatory pathway activation. Expression of genes encoding transcription factors STAT1 and 2, regulating signalling pathways, particularly of the interferons, was also higher. Among cats without FIP, there were few differences between virus-positive and virus-negative MLNs; however, TLR9 and STAT2 expression were higher with infection, suggesting a direct viral effect. The study provides evidence for TLR involvement in the response to FCoV. This could open up new avenues for therapeutic approaches.Entities:
Keywords: cytokines; feline coronavirus; mesenteric lymph nodes; toll-like receptors
Mesh:
Substances:
Year: 2018 PMID: 30691609 PMCID: PMC7094650 DOI: 10.1016/j.jcpa.2018.11.001
Source DB: PubMed Journal: J Comp Pathol ISSN: 0021-9975 Impact factor: 1.311
Signalment, histological and immunohistochemical findings and Sanger sequencing results of all cases. Group 1−: cats without FIP and without evidence of systemic FCoV infection
| Breed | Age | Sex | Diagnosis | Mesenteric lymph node | ||
|---|---|---|---|---|---|---|
| Histology | IHC (FCoV Ag) | |||||
| 1 | Ragdoll | 4 y | MN | Congestive heart failure | Normal | − |
| 2 | Bengal | 11 y | MN | Colonic adenocarcinoma | Normal | ND |
| 3 | DSH | Adult | FN | DCM, chronic kidney disease | Follicular hyalinosis | − |
| 4 | DSH | Adult | MN | Acute myeloid leukaemia | Leukaemia | − |
| 5 | Birma | 1 y | MN | Hippocampal necrosis | Normal | − |
| 6 | House cat | 14 y | MN | Haemorrhage in brain | Follicular hyalinosis | ND |
| 7 | DSH | 8 y | MN | Chemodectoma | Normal | − |
| 8 | Birman | 13 y | Pyothorax and pneumonia | Neutrophilic and histiocytic inflammation | − | |
| 9 | DSH | 6 y | MN | Astrocytoma | Normal to reactive hyperplasia | − |
| 10 | 10 y | MN | Diabetes mellitus | Reactive hyperplasia and amyloidosis | − | |
| 11 | DSH | 12 y | Aplastic anaemia | Neutrophilic inflammation | − | |
| 12 | DSH | 6 y | Diarrhoea, suspected torovirus | ND | ND | |
| 13 | DLH | 8 y | Gastric lymphoma | Normal | − | |
| 14 | DSH | 5 y | MN | Suppurative meningitis | Mild depletion | − |
| 15 | DSH | 3 y | MN | Lymphocytic cholangiohepatitis | Normal to reactive hyperplasia | ND |
| 16 | DSH | 2 y | MN | Hepatitis and pyelonephritis | Reactive hyperplasia and sinus histiocytosis | − |
| 17 | DSH | 4 y | FN | Granulomatous rhinitis and encephalitis | ND | ND |
| 18 | DSH | 8 y | FN | Chronic enteropathy | ND | ND |
| 19 | DSH | 1 y | FN | Poxviral pneumonia | ND | ND |
| 20 | DSH | 4 y | FN | Hepatic encephalopathy | ND | ND |
| 21 | Ragdoll | 3 y | MN | Hypertrophic cardiomyopathy | ND | ND |
| 22 | DSH | 13 y | FN | Focal intestinal necrosis | Normal | ND |
| 23 | DSH | F | Behavioural | Normal to reactive hyperplasia | − | |
| 24 | DSH | 3 y | FN | Invasive meningioma | Normal to reactive hyperplasia | − |
| 25 | Maine Coon | 9 y | Meningoencephalitis | Normal | − | |
| 26 | DSH | 5 y | FN | Pulmonary adenocarcinoma | Tumour emboli | ND |
| 27 | Devon Rex | 8 y | Inflammatory bowel disease | Normal | − | |
| 28 | DSH | 9 y | MN | Multicentric lymphoma | Reactive hyperplasia | − |
| 29 | DSH | 10 m | MN | Hypertrophic cardiomyopathy | Reactive hyperplasia and sinus histiocytosis | − |
| 30 | Bengal | 7 y | FN | Jejunal constriction | Follicular depletion | − |
FIP, feline infectious peritonitis; FCoV, feline coronavirus; MLN, mesenteric lymph node; IHC, immunohistochemistry; Ag, antigen; DSH, domestic shorthair; DLH, domestic longhair; blank, data not available; F, female; M, male; FN, female neutered; MN, male neutered; DCM, dilated cardiomyopathy; ND, not done; −, negative.
Group 1+: cats without FIP, but with evidence of systemic FCoV infection
| Breed | Age | Sex | Diagnosis | Mesenteric lymph node | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Histology | IHC (FCoV Ag) | Sequencing | |||||||||
| Codon 1,048 | Codon 1,050 | ||||||||||
| 1 | Maine Coon | 1 y | Pleural effusion (FCoV RT-qPCR negative) | ND | ND | Not possible | |||||
| 2 | DSH | 3 y | MN | Lethargy, weight loss, anaemia | ND | ND | TTG | Leu | ND | ||
| 3 | DSH | 10 y | MN | Diabetes mellitus | Reactive hyperplasia with collagen scars | − | CTG | Leu | ND | ||
| 4 | Ragdoll | 4 m | M | Severe interstitial pneumonia | Normal to reactive hyperplasia | − | CTG | Leu | TCC | Ser | |
| 5 | Havana | 4 y | FN | Nasal lymphoma | ND | ND | TTG | Leu | TCT | Ser | |
| 6 | DSH | 10 y | FN | Round cell neoplasia | Sinus histiocytosis | − | Not possible | ||||
| 7 | DSH | 8 y | MN | Pleural effusion (FCoV RT-qPCR negative) | Normal | − | TTG | Leu | ND | ||
| 8 | DSH | 18 y | FN | Chronic kidney disease | Sinus histiocytosis | ND | TTG | Leu | TCT | Ser | |
| 9 | DSH | 10 y | MN | Lymphoma | Normal | − | CTG | Leu | ND | ||
| 10 | DSH | − | F | Anaesthetic death | Normal to reactive hyperplasia | − | CTG | Leu | ND | ||
FIP, feline infectious peritonitis; FCoV, feline coronovirus; IHC, immunohistochemistry; Ag, antigen; DSH, domestic shorthair; MN, male neutered; FN female neutered; ND, not done; Leu, leucine; Ser, serine.
Group 2: cats with FIP
| Breed | Age | Sex | Effusion | Mesenteric lymph node | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FIP lesions | IHC (FCoV Ag) | Sequencing | ||||||||
| Codon 1,048 | Codon 1,050 | |||||||||
| 1 | DSH | 10 y | FN | + (A) | Necrotizing and pyogranulomatous | + | TTG | Leu | TCT | Ser |
| 2 | Norwegian Forest | 8 m | MN | − | Necrotizing and pyogranulomatous and lymphoplasmacytic | + | CTG | Leu | TCT | Ser |
| 3 | 4 m | M | + (A) | Granulomatous | + | ATG | Met | GCT | Ala | |
| 4 | 1.5 y | MN | + (A) | Pyogranulomatous | + | TTG | Leu | TCA | Ser | |
| 5 | Maine Coon | 1 y | MN | + (A) | Pyogranulomatous and lymphoplasmacytic | + | TTG | Leu | TCC | Ser |
| 6 | DSH | 6 m | MN | + (A, P) | Granulomatous | + | TTG | Leu | TCT | Ser |
| 7 | DSH | 4 m | F | + (M) | Granulomatous | + | TTG | Leu | TCT | Ser |
| 8 | BSH | 6 y | MN | + (A) | Pyogranulomatous | + | TTG | Leu | TCC | Ser |
| 9 | Persian | 5 m | F | + (A) | Pyogranulomatous | + | TTG | Leu | TCT | Ser |
| 10 | 3 y | + (A) | Granulomatous | + | TTG | Leu | ND | |||
| 11 | Burmese | 3 m | M | + (T) | Necrotizing and granulomatous | + | TTG | Leu | ND | |
| 12 | Abyssinian | 4 m | F | + (A) | Pyogranulomatous | + | TTG | Leu | ND | |
| 13 | DSH | − | + (T) | ND | ND | TTG | Leu | ND | ||
| 14 | DSH | 5 m | + (A, T) | Necrotizing and pyogranulomatous | + | TTG | Leu | ND | ||
| 15 | Siamese | 1 y | + | Pyogranulomatous | + | CTG | Leu | TCC | Ser | |
| 16 | BSH | 10 m | MN | + | Sinus histiocytosis | − | TTG | Leu | TCC | Ser |
| 17 | DSH | 2 y | MN | + | Reactive hyperplasia | − | TTG | Leu | TCT | Ser |
| 18 | Siamese | 3 y | MN | + (A, T) | Normal | − | c/tTG | Leu | TCT | Ser |
| 19 | Birman | 12 y | MN | + (M) | Reactive hyperplasia | + | TTG | Leu | TCC | Ser |
| 20 | BSH | 1 y | FN | + (A, T) | Pyogranulomatous | + | ATG | Met | TCC | Ser |
| 21 | DSH | 2 y | MN | − | Granulomatous | + | ATG | Met | GCC | Ala |
| 22 | Oriental | 3 y | M | − | Granulomatous | + | TTG | Leu | TCC | Ser |
| 23 | Birman | 8 m | M | − | ND | ND | TTA | Leu | TCA | Ser |
| 24 | Ragdoll | 10 m | FN | Necrotizing and granulomatous | + | TTG | Leu | TCC | Ser | |
| 25 | BSH | 2 y | MN | + (A) | Necrotizing and pyogranulomatous | + | TTG | Leu | TCC | Ser |
| 26 | DSH | 6 m | F | − | Normal | − | CTG | Leu | TCT | Ser |
| 27 | DSH | 1 y | + (A) | Reactive hyperplasia | − | FCoV Type II | ||||
| 28 | DSH | 4 m | Reactive hyperplasia | − | TTG | Leu | TCC | Ser | ||
| 29 | DSH | 7 m | − | Pyogranulomatous | + | TTG | Leu | ND | ||
| 30 | DSH | M | + (A) | Pyogranulomatous | + | TTG | leu | ND | ||
FIP, feline infectious peritonitis; FCoV, feline coronavirus; MLN, mesenteric lymph nodes; IHC, immunohistochemistry; Ag, antigen; DSH, domestic shorthair; blank, data not available; BSH, British longhair; F, female; M, male; FN, female neutered; MN, male neutered; +, positive/present; −, negative/absent; A, abdominal; P, pericardial; M, multicavitary; T, thoracic; ND, not done; Leu, leucine; Ala, alanine; Met, methionine; Ser, serine. Nucleotide bases in lower case indicate a mixed infection.
Primer and probe sequences used for RT-qPCR and conventional RT-PCR
| Gene | Reference or accession number | Primer and probe sequences (5′-3′) where not previously published | PCR product length (base pairs) | |
|---|---|---|---|---|
| GAPDH, IL-10 | ||||
| FCoV (RT-qPCR) | ||||
| FCoV (conventional) | ||||
| TLR1, 2, 4, 5, 6, 7, 9 | ||||
| TLR3, 8, IL-15, IFN-α, -β | ||||
| IL-1β, IL-6, TNF-α | ||||
| TGF-β | ||||
| IL-17 | F-16 | ACTTCATCCATGTTCCCATCACT | 126 | |
| R-141 | CACATGCTGAGGAAAATTCTTGTC | |||
| P-83 | CATTCCCACAAAATCCAGGATGCCC | |||
| STAT1 | F-1649 | TTGACCTCGAGACGACCTCTCT | 135 | |
| R-1783 | GCGGGTTCAGGAAGAAGGA | |||
| P-1686 | CTCCAATGTCAGCCAGCTCCCGAGT | |||
| STAT2 | F-1182 | GCCCAGGTCACGGAGTTG | 122 | |
| R-1303 | ACAGTGAACTTGCTCCCTGTCTT | |||
| P-1212 | CTGCACAGAGCCTTTGTGGTAGAAACCC | |||
| STAT3 | F-1626 | GCCAGTTGTGGTGATCTCCAA | 133 | |
| R-1758 | TTGATCCCAGGTTCCAATCG | |||
| P-1696 | CTGACCAACAACCCCAAGAACGTGAACTTT | |||
| CCL8 | F-95 | GGCCACCTTCAGCATCCA | 82 | |
| R-176 | CCCTTTGACCACACTGAAGCA | |||
| P-121 | CTCAGCCAGGTTCAGTTTCCATCCCA | |||
| CXCL10 | F-386 | TGCCATCATTTCCCTACATTCTT | 78 | |
| R-463 | CAGTGGTTGGTCACCTTTTAGGA | |||
| P-411 | CAAGCCCTAATTGTCCCTGGATTGCAG | |||
| IFN-γ | F-214 | TGGAAAGAGGAGAGTGATAAAACAA | 122 | |
| R-335 | TCCTTGATGGTGTCCATGCT | |||
| P-284 | ACCTGAAAGATGATGACCAGCGCATTCAA | |||
Accession number, NCBI accession number; F, forward primer and start site; R, reverse primer and start site; P, probe and start site. All final reactions contained equivalent F and R concentrations of 900 nM and 250 nM for P, with the exception of FCoV RT-qPCR, 300 and 250 nM; FCoV conventional, 500 nM; TGF-β, 200 and 50 nM; STAT3, 600 and 250 nM, respectively.
Fig. 1Boxplots demonstrating relative levels of FCoV transcription in G1+ and G2. The amount of FCoV was calculated by 2−ΔΔCq, using fGAPDH as the internal reference gene and expressed as an n fold difference relative to the G1+ mean as a calibrator. The boxes depict the median and interquartile (IQ) range with whiskers extending to the highest and lowest values, which are within 1.5× the IQ range. Outliers beyond this are individually marked. The three columns of individual crosses within G2 depict the three variations in the viral S protein at codons 1,048 and 1,050, respectively. From left to right: L, leucine at 1,048 (‘systemic’ virus); M&A, methionine and alanine (‘systemic’ virus); M&S, methionine and serine (‘enteric’ virus). 2E+, 2E–, 2L+ and 2L– represent relative FCoV levels among MLN of cats with and without effusions/lesions.
Fig. 2Examples of MLNs with and without lesions from cats with FIP. (a, b) Case G2.5. (a) Focal pyogranulomatous inflammation with central necrosis (*). HE. (b) Viral antigen expression is seen in abundant intact lesional macrophages. IHC. (c, d) Case G2.19. (c) Reactive hyperplasia with expansion of the marginal sinus by macrophages (*). HE. (d) Some of the latter are FCoV antigen positive. IHC.
Results of statistical comparisons between groups of cats, using a two-tailed Mann–Whitney test
| Statistical comparison between | FIP group | ||||
|---|---|---|---|---|---|
| G1 versus G2 | G1− versus G1+ | G1+ versus G2 | Effusions present versus absent | MLN lesions present versus absent | |
| FCoV | 0.000 | 0.000 | 0.000 | 0.764 | 0.071 |
| TLR1 | 0.610 | 0.914 | 0.794 | 0.643 | 0.533 |
| TLR2 | 0.000 | 0.724 | 0.002 | 0.259 | 0.048 |
| TLR3 | 0.569 | 0.724 | 0.656 | 0.682 | 0.189 |
| TLR4 | 0.019 | 0.794 | 0.022 | 1.000 | 0.208 |
| TLR5 | 0.053 | 0.508 | 0.396 | 0.806 | 0.756 |
| TLR6 | 0.859 | 0.286 | 0.469 | 0.764 | 0.228 |
| TLR7 | 0.059 | 0.770 | 0.272 | 0.427 | 0.568 |
| TLR8 | 0.012 | 0.246 | 0.015 | 0.566 | 0.435 |
| TLR9 | 0.991 | 0.031 | 0.140 | 0.764 | 0.189 |
| STAT1 | 0.000 | 0.315 | 0.000 | 0.052 | 0.466 |
| STAT2 | 0.000 | 0.017 | 0.000 | 0.017 | 0.717 |
| STAT3 | 0.260 | 0.569 | 0.414 | 0.764 | 1.000 |
| IFN-α | 0.041 | 1.000 | 0.077 | 0.604 | 0.499 |
| IFN-β | 0.004 | 0.770 | 0.036 | 0.566 | 0.604 |
| IFN-γ | 0.000 | 0.131 | 0.003 | 0.806 | 0.249 |
| IL-1β | 0.026 | 0.432 | 0.031 | 0.849 | 0.272 |
| IL-6 | 0.001 | 0.209 | 0.177 | 1.000 | 0.208 |
| IL-10 | 0.296 | 0.469 | 0.939 | 0.604 | 0.272 |
| IL-15 | 0.019 | 0.794 | 0.039 | 0.53 | 0.376 |
| IL-17 | 0.440 | 0.528 | 0.286 | 0.723 | 1.000 |
| TGF-β | 0.430 | 0.508 | 0.396 | 0.978 | 0.678 |
| TNF-α | 0.004 | 0.432 | 0.346 | 0.309 | 0.405 |
| CXCL10 | 0.000 | 0.396 | 0.000 | 0.441 | 0.263 |
| CCL8 | 0.000 | 0.177 | 0.000 | 0.46 | 0.071 |
Indicates significance level of P ≤ 0.05. In the first three columns, the second group of the comparison is significantly higher in all cases (e.g. for G1 versus G2, G2 levels are higher). In the FIP columns, the value of the ‘present’ group is in both cases higher than in the ‘absent’ group.
Fig. 3Boxplots of relative levels of TLR gene expression in each group. The amount of target was calculated by 2−ΔΔCq, using fGAPDH as the internal reference gene and expressed as an n fold difference relative to the G1 mean as a calibrator. The boxes depict the median and interquartile (IQ) range with whiskers extending to the highest and lowest values, which are within 1.5 × the IQ range. Outliers beyond this are individually marked. * marks significant differences between individual groups (P ≤ 0.05) or, where joined by a bar, between G1 as a whole and G2. 2E+, 2E–, L2+ and L2– represent relative gene expression levels among MLNs of cats with and without effusions/lesions.
Fig. 4Boxplots of relative levels of cytokine and chemokine gene expression in each group. The amount of target was calculated by 2−ΔΔCq, using fGAPDH as the internal reference gene and expressed as an n fold difference relative to the G1 mean as a calibrator. The boxes depict the median and interquartile (IQ) range with whiskers extending to the highest and lowest values, which are within 1.5 × the IQ range. Outliers beyond this are individually marked. * marks significant differences between individual groups (P ≤ 0.05) or, where joined by a bar, between G1 as a whole and G2. 2E+, 2E–, 2L+ and 2L– represent relative gene expression levels among MLNs of cats with and without effusions/lesions.
Fig. 5Boxplots of relative levels of STAT gene expression in each group. The amount of target was calculated by 2−ΔΔCq, using fGAPDH as the internal reference gene and expressed as an n fold difference relative to the G1 mean as a calibrator. The boxes depict the median and interquartile (IQ) range with whiskers extending to the highest and lowest values, which are within 1.5 × the IQ range. Outliers beyond this are individually marked. * marks significant differences between individual groups (P ≤ 0.05) or, where joined by a bar, between G1 as a whole and G2. 2E+, 2E–, 2L+ and 2L– represent relative gene expression levels among MLNs of cats with and without effusions/lesions.
Summary of Spearman's rank one-tailed correlation results within the FIP group, showing immune mediators with significant results
| FCoV | TLR2 | TLR4 | TLR8 | TLR9 | STAT1 | STAT2 | STAT3 | IFN-α | IFN-β | IFN-γ | IL-1β | IL-6 | IL-15 | IL-17 | TGF-β | TNF-α | CXCL10 | CCL8 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FCoV | ● | ↑↑ | ↑↑ | ↑ | ↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | |||||
| TLR2 | ↑↑ | ● | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | |||||||
| TLR4 | ↑↑ | ↑↑ | ● | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ||||
| TLR8 | ↑ | ↑↑ | ↑↑ | ● | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑ | ||||||||||
| TLR9 | ↓ | ● | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑ | ||||||||||||
| STAT1 | ↑ | ↑↑ | ● | ↑↑ | ↑↑ | ↑ | ↑ | ↑ | ↑ | ↑↑ | ↑↑ | ↑ | |||||||
| STAT2 | ↑↑ | ↑ | ↑↑ | ↑ | ↑↑ | ● | ↑↑ | ↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | |||
| STAT3 | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ● | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ||||
| IFN-α | ↑ | ↑ | ● | ↑↑ | ↑↑ | ↑ | ↑ | ↑ | ↑ | ↑ | |||||||||
| IFN-β | ↑↑ | ↑↑ | ↑ | ↑ | ↑ | ↑↑ | ● | ↑↑ | ↑ | ↑ | ↑↑ | ↑ | ↑↑ | ||||||
| IFN-γ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑ | ↑↑ | ↑↑ | ● | ↑↑ | ↑↑ | ↑ | ↑ | ↑↑ | ↑↑ | |||||
| IL-1β | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ● | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | |||
| IL-6 | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑ | ↑ | ↑↑ | ↑↑ | ● | ↑ | ↑↑ | ↑↑ | ↑↑ | |||
| IL-15 | ↑ | ↑ | ↑ | ↑↑ | ● | ↑↑ | ↑ | ||||||||||||
| IL-17 | ↑↑ | ↑ | ↑ | ↑↑ | ↑ | ↑ | ↑ | ↑↑ | ↑ | ● | ↑ | ||||||||
| TGF-β | ↑↑ | ↑ | ↑ | ● | ↑ | ||||||||||||||
| TNF-α | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ● | ↑ | ↑ | |||||
| CXCL10 | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ● | ↑↑ | ||||
| CCL8 | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑ | ↑↑ | ↑↑ | ↑ | ↑↑ | ↑↑ | ↑↑ | ↑↑ | ↑ | ↑ | ↑↑ | ● |
↑↑, positive correlation at a significance level of P ≤ 0.01; ↑, positive correlation at a significance level P ≤ 0.05; ↓, negative correlation at a significance level of P ≤ 0.05.