From: Comparison of mucosal microbiota populations across the gastrointestinal tract of healthy dogs
Pathway Category | Stomach | Duodenum | Jejunum | Ileum | Mid-colon | p-value | q-value |
---|---|---|---|---|---|---|---|
Cellular processes | 6.818 ± 1.949a | 3.636 ± 2.552b | 2.841 ± 1.676b | 2.916 ± 1.525b | 2.168 ± 0.403b | < 0.001 | < 0.001 |
 Cell growth and death | 0.699 ± 0.076a | 0.535 ± 0.113b | 0.482 ± 0.103b | 0.505 ± 0.064b | 0.541 ± 0.027b | < 0.001 | < 0.001 |
 Cell motility | 5.923 ± 1.881a | 2.795 ± 2.587b | 2.107 ± 1.761b | 2.253 ± 1.544b | 1.420 ± 0.401b | < 0.001 | < 0.001 |
 Transport and catabolism | 0.195 ± 0.026bc | 0.306 ± 0.142a | 0.252 ± 0.092ab | 0.158 ± 0.076c | 0.207 ± 0.019bc | < 0.001 | < 0.001 |
Cellular processes and signaling | 3.712 ± 0.172ab | 4.067 ± 0.664a | 4.180 ± 0.961a | 3.393 ± 0.779b | 3.875 ± 0.236ab | 0.004 | 0.005 |
 Cell division | 0.017 ± 0.025c | 0.073 ± 0.042ab | 0.079 ± 0.033ab | 0.050 ± 0.024b | 0.080 ± 0.011a | < 0.001 | < 0.001 |
 Cell motility and secretion | 0.484 ± 0.124a | 0.294 ± 0.134b | 0.247 ± 0.098bc | 0.168 ± 0.041c | 0.195 ± 0.027c | < 0.001 | < 0.001 |
 Electron transfer carriers | 0.053 ± 0.015 | 0.05 ± 0.051 | 0.069 ± 0.066a | 0.029 ± 0.035 | 0.027 ± 0.012b | 0.013 | 0.016 |
 Germination | 0.003 ± 0.006c | 0.002 ± 0.005c | 0.005 ± 0.008bc | 0.017 ± 0.024ab | 0.022 ± 0.008a | < 0.001 | < 0.001 |
 Inorganic ion transport and metabolism | 0.232 ± 0.037a | 0.265 ± 0.114a | 0.270 ± 0.134a | 0.204 ± 0.079ab | 0.150 ± 0.014b | < 0.001 | < 0.001 |
 Membrane and intracellular structural molecules | 0.762 ± 0.109a | 0.758 ± 0.175a | 0.675 ± 0.290ab | 0.393 ± 0.183c | 0.511 ± 0.060bc | < 0.001 | < 0.001 |
 Other ion-coupled transporters | 1.169 ± 0.065bc | 1.358 ± 0.201ab | 1.477 ± 0.237a | 1.082 ± 0.338c | 1.296 ± 0.113ab | < 0.001 | < 0.001 |
 Other transporters | 0.157 ± 0.046b | 0.26 ± 0.094a | 0.284 ± 0.078a | 0.223 ± 0.077a | 0.265 ± 0.018a | < 0.001 | < 0.001 |
 Pores ion channels | 0.318 ± 0.044bc | 0.527 ± 0.244a | 0.460 ± 0.236ab | 0.249 ± 0.135c | 0.324 ± 0.082bc | < 0.001 | < 0.001 |
 Signal transduction mechanisms | 0.348 ± 0.056c | 0.405 ± 0.144bc | 0.489 ± 0.141ab | 0.506 ± 0.072a | 0.501 ± 0.044a | < 0.001 | < 0.001 |
 Sporulation | 0.169 ± 0.121b | 0.076 ± 0.078b | 0.126 ± 0.182b | 0.473 ± 0.403a | 0.504 ± 0.158a | < 0.001 | < 0.001 |
Environmental information processing | 11.055 ± 1.351b | 11.862 ± 2.972b | 14.320 ± 2.589a | 15.302 ± 1.630a | 14.280 ± 0.422a | < 0.001 | < 0.001 |
 Membrane transport | 8.384 ± 1.725b | 9.799 ± 2.721b | 12.228 ± 2.140a | 13.526 ± 1.365a | 12.575 ± 0.529a | < 0.001 | < 0.001 |
 Signal transduction | 2.475 ± 0.448a | 1.856 ± 0.693b | 1.911 ± 0.733b | 1.570 ± 0.487b | 1.504 ± 0.213b | < 0.001 | < 0.001 |
 Signaling molecules and interaction | 0.197 ± 0.029 | 0.206 ± 0.078 | 0.182 ± 0.083 | 0.206 ± 0.080 | 0.201 ± 0.031 | 0.877 | 0.921 |
Genetic information processing | 22.422 ± 0.657b | 22.997 ± 2.153ab | 22.821 ± 2.352ab | 25.096 ± 4.160a | 23.154 ± 1.023ab | 0.011 | 0.011 |
 Folding, sorting and degradation | 3.254 ± 0.303a | 2.858 ± 0.407b | 2.696 ± 0.335b | 2.579 ± 0.418b | 2.529 ± 0.112b | < 0.001 | < 0.001 |
 Protein folding and associated processing | 1.130 ± 0.182a | 0.842 ± 0.212b | 0.776 ± 0.120bc | 0.591 ± 0.092d | 0.646 ± 0.091cd | < 0.001 | < 0.001 |
 Replication and repair | 7.912 ± 0.773b | 8.948 ± 1.348ab | 9.103 ± 1.240ab | 10.115 ± 1.761a | 9.407 ± 0.593a | < 0.001 | < 0.001 |
 Replication, recombination and repair proteins | 0.673 ± 0.075 | 0.887 ± 0.565 | 0.891 ± 0.165 | 0.837 ± 0.151 | 0.879 ± 0.062 | 0.045 | 0.053 |
 Restriction enzyme | 0.248 ± 0.027 | 0.209 ± 0.081 | 0.183 ± 0.102 | 0.227 ± 0.112 | 0.197 ± 0.032 | 0.123 | 0.136 |
 Transcription | 1.463 ± 0.415c | 2.031 ± 0.470c | 2.320 ± 0.362ab | 2.654 ± 0.284a | 2.572 ± 0.211a | < 0.001 | < 0.001 |
 Transcription related proteins | 0.001 ± 0.002b | 0.015 ± 0.025a | 0.015 ± 0.012ab | 0.013 ± 0.012a | 0.008 ± 0.005ab | 0.008 | 0.010 |
 Translation | 6.850 ± 0.257ab | 6.280 ± 0.920ab | 5.931 ± 1.092ab | 7.107 ± 2.064a | 5.983 ± 0.399b | 0.012 | 0.015 |
 Translation proteins | 0.891 ± 0.023b | 0.926 ± 0.088ab | 0.907 ± 0.102ab | 0.973 ± 0.103a | 0.934 ± 0.026ab | 0.012 | 0.015 |
Human diseases | 1.700 ± 0.365a | 1.151 ± 0.385b | 0.979 ± 0.252bc | 0.905 ± 0.185bc | 0.776 ± 0.096c | < 0.001 | < 0.001 |
 Cancers | 0.227 ± 0.037a | 0.150 ± 0.061b | 0.142 ± 0.037bc | 0.098 ± 0.032d | 0.108 ± 0.016cd | < 0.001 | < 0.001 |
 Cardiovascular diseases | 0.000 ± 0.000 | 0.000 ± 0.000 | 0.000 ± 0.000 | 0.001 ± 0.003 | 0.000 ± 0.000 | 0.188 | 0.201 |
 Immune system diseases | 0.061 ± 0.004 | 0.061 ± 0.013 | 0.066 ± 0.019 | 0.069 ± 0.019 | 0.058 ± 0.008 | 0.108 | 0.121 |
 Infectious diseases | 0.675 ± 0.115a | 0.473 ± 0.149b | 0.436 ± 0.151b | 0.463 ± 0.084b | 0.404 ± 0.074b | < 0.001 | < 0.001 |
 Metabolic diseases | 0.120 ± 0.007a | 0.099 ± 0.027ab | 0.093 ± 0.018b | 0.122 ± 0.040a | 0.100 ± 0.016ab | 0.002 | 0.003 |
 Neurodegenerative diseases | 0.618 ± 0.208a | 0.368 ± 0.275b | 0.242 ± 0.221bc | 0.151 ± 0.072c | 0.106 ± 0.026c | < 0.001 | < 0.001 |
Metabolism | 49.369 ± 0.595a | 50.561 ± 2.655a | 49.019 ± 1.797ab | 46.987 ± 2.630b | 50.212 ± 1.023a | < 0.001 | < 0.001 |
 Amino acid metabolism | 8.681 ± 0.277bc | 9.547 ± 1.011a | 9.064 ± 0.685abc | 8.431 ± 0.966c | 9.269 ± 0.325ab | < 0.001 | < 0.001 |
 Biosynthesis and biodegradation of secondary metabolites | 0.060 ± 0.005ab | 0.076 ± 0.029a | 0.074 ± 0.047ab | 0.034 ± 0.028c | 0.048 ± 0.01bc | < 0.001 | < 0.001 |
 Biosynthesis of other secondary metabolites | 0.473 ± 0.160c | 0.787 ± 0.282ab | 0.674 ± 0.154ab | 0.628 ± 0.196bc | 0.872 ± 0.073a | < 0.001 | < 0.001 |
 Carbohydrate metabolism | 8.798 ± 0.746b | 9.510 ± 1.097b | 9.749 ± 1.098ab | 10.062 ± 0.753a | 10.655 ± 0.558a | < 0.001 | < 0.001 |
 Energy metabolism | 7.659 ± 0.679a | 6.404 ± 0.989b | 5.839 ± 0.624bc | 5.536 ± 0.468c | 6.069 ± 1.015bc | < 0.001 | < 0.001 |
 Energy metabolism | 0.728 ± 0.068b | 0.839 ± 0.142ab | 0.857 ± 0.201ab | 0.707 ± 0.177b | 0.854 ± 0.115a | 0.002 | 0.003 |
 Enzyme families | 1.867 ± 0.220b | 2.036 ± 0.270ab | 2.138 ± 0.188a | 2.119 ± 0.196a | 2.177 ± 0.190ab | < 0.001 | < 0.001 |
 Glycan biosynthesis and metabolism | 3.156 ± 0.395a | 2.990 ± 0.521a | 2.622 ± 0.656ab | 1.696 ± 0.698c | 2.305 ± 0.170bc | < 0.001 | < 0.001 |
 Lipid metabolism | 2.696 ± 0.173 | 2.748 ± 0.385 | 2.659 ± 0.205 | 2.717 ± 0.292 | 2.694 ± 0.089 | 0.928 | 0.958 |
 Metabolism of cofactors and vitamins | 4.738 ± 0.317a | 4.467 ± 0.463a | 4.442 ± 0.565a | 3.640 ± 0.473b | 4.509 ± 0.396a | < 0.001 | < 0.001 |
 Metabolism of other amino acids | 1.743 ± 0.108a | 1.642 ± 0.156ab | 1.526 ± 0.098bc | 1.512 ± 0.098c | 1.446 ± 0.047c | < 0.001 | < 0.001 |
 Metabolism of terpenoids and polyketides | 1.744 ± 0.033ab | 1.812 ± 0.202a | 1.684 ± 0.162ab | 1.643 ± 0.152b | 1.685 ± 0.104ab | 0.008 | 0.010 |
 Nucleotide metabolism | 0.016 ± 0.030c | 0.038 ± 0.030bc | 0.073 ± 0.048ab | 0.076 ± 0.035a | 0.051 ± 0.019ab | < 0.001 | < 0.001 |
 Nucleotide metabolism | 4.477 ± 0.087 | 4.311 ± 0.532 | 4.290 ± 0.614 | 4.616 ± 0.688 | 4.270 ± 0.287 | 0.154 | 0.167 |
 Others | 0.642 ± 0.140b | 0.953 ± 0.500a | 0.932 ± 0.183a | 1.087 ± 0.145a | 0.965 ± 0.111a | < 0.001 | < 0.001 |
 Xenobiotics biodegradation and metabolism | 1.368 ± 0.094b | 1.843 ± 0.618a | 1.784 ± 0.383a | 1.843 ± 0.402a | 1.689 ± 0.135a | < 0.001 | < 0.001 |
Organismal systems | 0.833 ± 0.066a | 0.710 ± 0.134b | 0.664 ± 0.182bc | 0.565 ± 0.111c | 0.642 ± 0.064bc | < 0.001 | < 0.001 |
 Circulatory system | 0.150 ± 0.058a | 0.058 ± 0.075b | 0.024 ± 0.049bc | 0.005 ± 0.010c | 0.004 ± 0.006c | < 0.001 | < 0.001 |
 Digestive system | 0.007 ± 0.016b | 0.043 ± 0.047a | 0.031 ± 0.027ab | 0.024 ± 0.024ab | 0.027 ± 0.025ab | 0.007 | 0.009 |
 Endocrine system | 0.203 ± 0.027 | 0.262 ± 0.080 | 0.287 ± 0.161 | 0.207 ± 0.070 | 0.270 ± 0.051 | 0.006 | 0.008 |
 Environmental adaptation | 0.280 ± 0.048a | 0.177 ± 0.076b | 0.149 ± 0.050b | 0.183 ± 0.065b | 0.151 ± 0.020b | < 0.001 | < 0.001 |
 Excretory system | 0.002 ± 0.004c | 0.007 ± 0.011bc | 0.020 ± 0.018a | 0.013 ± 0.008ab | 0.010 ± 0.006abc | < 0.001 | < 0.001 |
 Immune system | 0.118 ± 0.009a | 0.089 ± 0.025b | 0.070 ± 0.027bc | 0.053 ± 0.020c | 0.084 ± 0.009b | < 0.001 | < 0.001 |
 Nervous system | 0.073 ± 0.021 | 0.072 ± 0.026 | 0.083 ± 0.044 | 0.079 ± 0.027 | 0.095 ± 0.011 | 0.060 | 0.069 |
 Function unknown | 1.007 ± 0.081c | 1.459 ± 0.410ab | 1.682 ± 0.430a | 1.335 ± 0.256b | 1.279 ± 0.054b | < 0.001 | < 0.001 |
 General function prediction only | 3.083 ± 0.375a | 3.558 ± 0.471b | 3.494 ± 0.347b | 3.501 ± 0.191b | 3.614 ± 0.132b | < 0.001 | < 0.001 |