| Literature DB >> 35395053 |
Zoltán Bagi1, Katalin Balog1,2, Bianka Tóth1, Milán Fehér3, Péter Bársony4, Edina Baranyai5, Sándor Harangi5, Mohammad Reza Ashrafzadeh6, Bettina Hegedűs7, László Stündl8, Szilvia Kusza1.
Abstract
Spinal deformity is a serious economic and animal welfare problem in intensive fish farming systems, which will be a significant unsolved problem for the fish sector. The aim of this study was to determine the relative expression of genes (Akt1 substrate 1, Calreticulin, Collagen type I alpha 2 chain, Corticotropin-releasing hormone, Chromodomain-Helicase DNA-binding, Growth hormone, Insulin like growth factor 1, Myostatin, Sine oculis-related homeobox 3, Toll-like receptor 2) in different tissues associated with spinal deformity and to determine the macroelement (calcium, magnesium, phosphorus, potassium, sodium, sulfur) and microelement (barium, copper, iron, manganese, strontium, zinc) content of spine in healthy and deformed common carps (Cyprinus carpio) in Hungary. The mRNA levels of the genes were measured in 7 different tissues (abdominal fat, blood, brain, dorsal muscle, genitals, heart, liver) by qRT-PCR. Correlations between gene expression and element content were analyzed by using linear regression and Spearman rank correlation. In a total of 15 cases, we found a statistically significant connection between gene expression in a tissue and the macro- or microelement content of the spine. In these contexts, the genes Akt1 substrate 1 (3), Collagen type I alpha 2 chain (2), Corticotropin-releasing hormone (4), Insulin-like growth factor 1 (4), and Myostatin (2), the tissue's blood (3), brain (6), heart (5), and liver (1), the macroelements sodium (4), magnesium (4), phosphorus (1) and sulfur (2) as well as the microelement iron (4) were involved. We also found statistically significant mRNA level differences between healthy and deformed common carps in tissues that were not directly affected by the deformation. Based on our results, genes regulating the nervous system and growth, elements, and tissues are the most associated components in the phenomenon of spinal deformity. With our study, we wish to give direction to and momentum for the exploration of these complex processes.Entities:
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Year: 2022 PMID: 35395053 PMCID: PMC8993014 DOI: 10.1371/journal.pone.0266447
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Summary of the functions and deficiency symptoms/-diseases of the macro- and microelements used in the study.
| Macro- and microelements | Function | Deficiency symptoms/-Diseases |
|---|---|---|
|
| Role in specific signaling and regulatory mechanisms of neurons [ | Decrease in calcium levels can cause tetany, and the trunk in the brain can become calcified. |
|
| Enzyme cofactor, plays an important role in the structure of the solid skeletal system, osmoregulation, and neuromuscular transmission [ | Lordosis, poor growth and protein production, as well as degeneration of muscle tissue [ |
|
| It is found in all cells, plays a vital role in metabolic processes, and is a component of bones, teeth, adenosine triphosphate (ATP), and nucleic acids [ | Deterioration of the condition of the bones, as well as muscle and joint problems and pain can occur. |
|
| Regulates water and acid-base balance in the blood and tissues. Active transport of potassium is key in cardiovascular and nervous system function [ | Lack of it can lead to muscle weakness, breathing problems and arrhythmias. |
|
| Sodium can affect fluid balance and muscle function, it is important in nerve transmission processes in the nervous system [ | Its deficiency causes an imbalance and increased water uptake by the tissues, leading to swelling. |
|
| It regulates acid-base balance, preserves cell permeability, and activates nerve and muscle function [ | Slow wound healing, scarring and arthritis may develop. |
|
| Barium compounds are easily absorbed in the lungs or gastrointestinal tract, but after absorption, barium accumulates in the bones and barium permanently stimulates muscles [ | It can cause vasoconstriction and acute poisoning can also cause arrhythmias or skeletal muscle paralysis. |
|
| It is essential for the proper functioning of the respiratory chain, the synthesis of hormones, neurotransmitters, and the stabilization of the extracellular matrix [ | Fat metabolism disorders, bone marrow failure and degenerative nervous system diseases may also occur. |
|
| Iron is involved in oxygen transport [ | The most common disease is microcyte hypochromic anemia. It usually damages the nervous system, memory and thinking functions. |
|
| Manganese binds to mitochondria and is deposited in the liver. Excessive manganese exposure can cause congestion in the hepatic vein, creating focal necrotic areas. | Slower weight gain as well as increased liver and spleen mass may develop [ |
|
| Strontium is chemically very similar to calcium, deposited in the bones, and stimulates bone building while reducing its breakdown. | The high doses of strontium can cause changes in mineralization, and can stimulate the bone formation [ |
Data of applied primers.
| Gene | Forward primer sequences (5’→3’) | Reverse primer sequences (5’→3’) | Amplicon length (bp) |
|---|---|---|---|
| β-actin2 |
|
| 75 |
| Akt1s1 |
|
| 78 |
| CALR |
|
| 121 |
| COL1A2 |
|
| 191 |
| CRH |
|
| 119 |
| CHD |
|
| 82 |
| GH |
|
| 86 |
| IGF1 |
|
| 73 |
| MSTN |
|
| 91 |
| SIX3 |
|
| 120 |
| TLR2 |
|
| 95 |
Fig 1Relative gene expression levels in different tissues.
* p ≤ 0.05.
The result of significant correlations between mRNA levels and spinal macroelement contents based on linear regression and Spearman’s correlation test.
| Linear Regression | Spearman | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Tissue | Gene | Element | Group | p-value | R | R Square | Adjusted R Square | β | rho Correlation Coefficient | p-value |
| blood | CRH | Na | deformed | -0.886 | 0.019 | |||||
| blood | CALR | S | normal | 0.886 | 0.019 | |||||
| blood | COL1A2 | S | normal | 0.886 | 0.019 | |||||
| blood | TLR2 | S | normal | 0.886 | 0.019 | |||||
| heart | Akt1s1 | Mg | normal | 0.018 | 0.890 | 0.792 | 0.740 | |||
| heart | IGF1 | Mg | deformed | 0.812 | 0.050 | |||||
| heart | IGF1 | Mg | normal | -0.829 | 0.042 | |||||
| heart | CRH | Mg | normal | -0.943 | 0.005 | |||||
| heart | GH | Mg | normal | 0.943 | 0.005 | |||||
| heart | MSTN | Mg | normal | -1.000 | 0.000 | |||||
| heart | TLR2 | Mg | normal | -1.000 | 0.000 | |||||
| heart | CHD | Mg | normal | -1.000 | 0.000 | |||||
| heart | COL1A2 | Mg | normal | -1.000 | 0.000 | |||||
| heart | CALR | Mg | normal | -1.000 | 0.000 | |||||
| heart | SIX3 | Mg | normal | -1.000 | 0.000 | |||||
| heart | IGF1 | P | deformed | 0.812 | 0.050 | |||||
| heart | IGF1 | S | deformed | -0.899 | 0.015 | |||||
| liver | TLR2 | Mg | normal | 0.002 | 0.963 | 0.927 | 0.909 | |||
| liver | SIX3 | Mg | normal | 0.009 | 0.919 | 0.845 | 0.807 | |||
| liver | COL1A2 | Mg | normal | 0.006 | 0.936 | 0.875 | 0.844 | |||
| liver | CHD | Mg | normal | 0.015 | 0.900 | 0.809 | 0.762 | |||
| liver | CALR | Mg | normal | 0.013 | 0.904 | 0.817 | 0.771 | |||
| liver | MSTN | Mg | normal | 0.005 | 0.942 | 0.888 | 0.860 | |||
| liver | Akt1s1 | Mg | normal | 0.943 | 0.005 | |||||
| liver | IGF1 | Ca | deformed | 0.048 | 0.815 | 0.664 | 0.580 | |||
| dorsal muscle | GH | Mg | deformed | 0.037 | 0.838 | 0.703 | 0.629 | |||
| dorsal muscle | CRH | Mg | deformed | 0.049 | 0.814 | 0.663 | 0.578 | |||
| dorsal muscle | MSTN | K | normal | 0.829 | 0.042 | |||||
| dorsal muscle | COL1A2 | K | normal | 0.886 | 0.019 | |||||
| brain | MSTN | Na | deformed | 0.016 | 0.894 | 0.799 | 0.749 | |||
| brain | Akt1s1 | Na | deformed | 0.040 | 0.831 | 0.691 | 0.613 | |||
| brain | CALR | Na | deformed | 0.039 | 0.834 | 0.696 | 0.620 | |||
| brain | CHD | Na | deformed | 0.020 | 0.881 | 0.776 | 0.720 | |||
| brain | COL1A2 | Na | deformed | 0.039 | 0.835 | 0.697 | 0.621 | |||
| brain | CRH | Na | deformed | 0.032 | 0.849 | 0.721 | 0.651 | |||
| brain | GH | Na | deformed | 0.037 | 0.839 | 0.704 | 0.631 | |||
Gray shading indicates those cases where there was significant difference between mRNA levels of the normal and deformed groups. p ≤ 0.05.
The result of significant correlations between mRNA levels and spinal microelement contents based on linear regression and Spearman’s correlation test.
| Linear Regression | Spearman | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Tissue | Gene | Element | Group | p-value | R | R Square | Adjusted R Square | β | rho Correlation Coefficient | p-value | |
| blood | CRH | Fe | deformed | -0,886 | 0,019 | ||||||
| liver | CRH | Ba | normal | 0.047 | 0.818 | 0.669 | 0.586 | ||||
| liver | IGF1 | Ba | deformed | 0.029 | 0.857 | 0.735 | 0.668 | ||||
| liver | IGF1 | Mn | deformed | 0.005 | 0.944 | 0.891 | 0.863 | ||||
| liver | IGF1 | Sr | deformed | 0.036 | 0.841 | 0.707 | 0.633 | ||||
| liver | IGF1 | Cu | deformed | 0.943 | 0.005 | ||||||
| liver | TLR2 | Cu | deformed | 0.829 | 0.042 | ||||||
| genitals | CHD | Fe | normal | 0.042 | 0.827 | 0.684 | 0.605 | ||||
| genitals | CRH | Fe | normal | 0.042 | 0.828 | 0.686 | 0.607 | ||||
| genitals | MSTN | Mn | deformed | -0.829 | 0.042 | ||||||
| genitals | CALR | Mn | deformed | -0.943 | 0.005 | ||||||
| dorsal muscle | COL1A2 | Mn | deformed | 0.023 | 0.872 | 0.761 | 0.701 | ||||
| dorsal muscle | TLR2 | Mn | normal | 0.028 | 0.860 | 0.740 | 0.674 | ||||
| brain | MSTN | Fe | deformed | 0.004 | 0.951 | 0.904 | 0.880 | ||||
| brain | Akt1s1 | Fe | deformed | 0.016 | 0.893 | 0.798 | 0.747 | ||||
| brain | CALR | Fe | deformed | 0.023 | 0.873 | 0.762 | 0.703 | ||||
| brain | CHD | Fe | deformed | 0.007 | 0.932 | 0.868 | 0.835 | ||||
| brain | COL1A2 | Fe | deformed | 0.020 | 0.883 | 0.780 | 0.725 | ||||
| brain | CRH | Fe | deformed | 0.008 | 0.926 | 0.858 | 0.822 | ||||
| brain | GH | Fe | deformed | 0.019 | 0.886 | 0.785 | 0.731 | ||||
| brain | SIX3 | Fe | deformed | 0.044 | 0.824 | 0.679 | 0.599 | ||||
Gray shading indicates those cases where there was significant difference between mRNA levels of normal and deformed groups. p≤0.05.