Home LiteratureArticle Details
PMID: 15070763 Published · ppublish English Comparative Study Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S.

Gnotobiotic zebrafish reveal evolutionarily conserved responses to the gut microbiota.

Rawls JF, Samuel BS, Gordon JI

Abstract

Animals have developed the means for supporting complex and dynamic consortia of microorganisms during their life cycle. A transcendent view of vertebrate biology therefore requires an understanding of the contributions of these indigenous microbial communities to host development and adult physiology. These contributions are most obvious in the gut, where studies of gnotobiotic mice have disclosed that the microbiota affects a wide range of biological processes, including nutrient processing and absorption, development of the mucosal immune system, angiogenesis, and epithelial renewal. The zebrafish (Danio rerio) provides an opportunity to investigate the molecular mechanisms underlying these interactions through genetic and chemical screens that take advantage of its transparency during larval and juvenile stages. Therefore, we developed methods for producing and rearing germ-free zebrafish through late juvenile stages. DNA microarray comparisons of gene expression in the digestive tracts of 6 days post fertilization germ-free, conventionalized, and conventionally raised zebrafish revealed 212 genes regulated by the microbiota, and 59 responses that are conserved in the mouse intestine, including those involved in stimulation of epithelial proliferation, promotion of nutrient metabolism, and innate immune responses. The microbial ecology of the digestive tracts of conventionally raised and conventionalized zebrafish was characterized by sequencing libraries of bacterial 16S rDNA amplicons. Colonization of germ-free zebrafish with individual members of its microbiota revealed the bacterial species specificity of selected host responses. Together, these studies establish gnotobiotic zebrafish as a useful model for dissecting the molecular foundations of host-microbial interactions in the vertebrate digestive tract.

MeSH Terms
Air Sacs/microbiology Animals Biological Evolution Digestive System/microbiology Epithelial Cells/cytology,immunology Fisheries Germ-Free Life Intestinal Mucosa/microbiology Intestines/microbiology Mammals/microbiology Molecular Sequence Data Transcription, Genetic Zebrafish/microbiology
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Rawls John F
Department of Molecular Biology and Pharmacology, Washington University School of Medicine, St. Louis, MO 63108, USA.
Samuel Buck S
Gordon Jeffrey I
References (56)
56 references, click to expand
  1. Commensal anaerobic gut bacteria attenuate inflammation by regulating nuclear-cytoplasmic shuttling of PPAR-gamma and RelA.
    Nat Immunol. 2004 Jan;5(1):104-12 PMID: 14691478
  2. Endogenous prostaglandins and microflora modulate DNA synthesis and neuroendocrine peptides in the rat gastrointestinal tract.
    Scand J Gastroenterol. 1997 Jul;32(7):691-9 PMID: 9246710
  3. A primitive T cell-independent mechanism of intestinal mucosal IgA responses to commensal bacteria.
    Science. 2000 Jun 23;288(5474):2222-6 PMID: 10864873
  4. The role of CYP2B6 in human xenobiotic metabolism.
    Drug Metab Rev. 1999 Aug;31(3):719-54 PMID: 10461547
  5. Angiogenins: a new class of microbicidal proteins involved in innate immunity.
    Nat Immunol. 2003 Mar;4(3):269-73 PMID: 12548285
  6. The art and design of genetic screens: zebrafish.
    Nat Rev Genet. 2001 Dec;2(12):956-66 PMID: 11733748
  7. Proliferation and differentiation of intestinal epithelial cells during development of Barbus conchonius (Teleostei, Cyprinidae).
    Cell Tissue Res. 1984;236(1):207-16 PMID: 6713508
  8. Extensive set of 16S rRNA-based probes for detection of bacteria in human feces.
    Appl Environ Microbiol. 2002 Jun;68(6):2982-90 PMID: 12039758
  9. The probiotic potential against vibriosis of the indigenous microflora of rainbow trout.
    Environ Microbiol. 2001 Dec;3(12):755-65 PMID: 11846769
  10. A model of host-microbial interactions in an open mammalian ecosystem.
    Science. 1996 Sep 6;273(5280):1380-3 PMID: 8703071
  11. Genetic analysis of digestive physiology using fluorescent phospholipid reporters.
    Science. 2001 May 18;292(5520):1385-8 PMID: 11359013
  12. Microflora trigger colitis in mice deficient in selenium-dependent glutathione peroxidase and induce Gpx2 gene expression.
    Biol Chem. 2003 Apr;384(4):597-607 PMID: 12751789
  13. REgional functional differentiation in the gut of the grasscarp, Ctenopharyngodon idella (Val.).
    Histochemistry. 1979;64(3):235-49 PMID: 521316
  14. Intestinal microflora stimulates myoelectric activity of rat small intestine by promoting cyclic initiation and aboral propagation of migrating myoelectric complex.
    Dig Dis Sci. 1994 May;39(5):946-56 PMID: 8174436
  15. Analysis of 16S libraries of mouse gastrointestinal microflora reveals a large new group of mouse intestinal bacteria.
    Microbiology. 2002 Nov;148(Pt 11):3651-60 PMID: 12427955
  16. How host-microbial interactions shape the nutrient environment of the mammalian intestine.
    Annu Rev Nutr. 2002;22:283-307 PMID: 12055347
  17. Small molecule developmental screens reveal the logic and timing of vertebrate development.
    Proc Natl Acad Sci U S A. 2000 Nov 21;97(24):12965-9 PMID: 11087852
  18. Effective targeted gene 'knockdown' in zebrafish.
    Nat Genet. 2000 Oct;26(2):216-20 PMID: 11017081
  19. Unseen forces: the influence of bacteria on animal development.
    Dev Biol. 2002 Feb 1;242(1):1-14 PMID: 11795936
  20. A genomic view of the human-Bacteroides thetaiotaomicron symbiosis.
    Science. 2003 Mar 28;299(5615):2074-6 PMID: 12663928
  21. Bacterial Interactions in Early Life Stages of Marine Cold Water Fish.
    Microb Ecol. 1999 Jul;38(1):1-26 PMID: 10384006
  22. Direct analysis of genes encoding 16S rRNA from complex communities reveals many novel molecular species within the human gut.
    Appl Environ Microbiol. 1999 Nov;65(11):4799-807 PMID: 10543789
  23. Honor thy symbionts.
    Proc Natl Acad Sci U S A. 2003 Sep 2;100(18):10452-9 PMID: 12923294
  24. Efficient target-selected mutagenesis in zebrafish.
    Genome Res. 2003 Dec;13(12):2700-7 PMID: 14613981
  25. Microbial ecology of the gastrointestinal tract.
    Annu Rev Microbiol. 1977;31:107-33 PMID: 334036
  26. Evaluation of immunomodulatory effects of lactic acid bacteria in turbot (Scophthalmus maximus).
    Clin Diagn Lab Immunol. 2002 Nov;9(6):1318-23 PMID: 12414767
  27. Molecular monitoring of succession of bacterial communities in human neonates.
    Appl Environ Microbiol. 2002 Jan;68(1):219-26 PMID: 11772630
  28. Environmental exposure to endotoxin and its relation to asthma in school-age children.
    N Engl J Med. 2002 Sep 19;347(12):869-77 PMID: 12239255
  29. Mutations affecting the cardiovascular system and other internal organs in zebrafish.
    Development. 1996 Dec;123:293-302 PMID: 9007249
  30. Phylogenetic analysis of the human gut microbiota using 16S rDNA clone libraries and strictly anaerobic culture-based methods.
    Microbiol Immunol. 2002;46(8):535-48 PMID: 12363017
  31. Influences of microbiota on intestinal immune system development.
    Am J Clin Nutr. 1999 May;69(5):1046S-1051S PMID: 10232647
  32. Sterility of salmonid roe and practicality of hatching gnotobiotic salmonid fish.
    Appl Microbiol. 1974 Sep;28(3):340-1 PMID: 4421228
  33. In vitro conversion of DDT to DDD by the intestinal microflora of the Northern anchovy, Engraulis mordax.
    Nature. 1970 Aug 22;227(5260):848-9 PMID: 5432249
  34. Developmental regulation of intestinal angiogenesis by indigenous microbes via Paneth cells.
    Proc Natl Acad Sci U S A. 2002 Nov 26;99(24):15451-5 PMID: 12432102
  35. Early stages of intestinal absorption of specific antibiodies in the newborn. An ultrastructural, cytochemical, and immunological study in the pig, rat, and rabbit.
    J Cell Biol. 1969 Aug;42(2):345-65 PMID: 5815502
  36. Angiopoietin-like protein 4 is a potent hyperlipidemia-inducing factor in mice and inhibitor of lipoprotein lipase.
    J Lipid Res. 2002 Nov;43(11):1770-2 PMID: 12401877
  37. Development and maturation of the immune system in zebrafish, Danio rerio: a gene expression profiling, in situ hybridization and immunological study.
    Dev Comp Immunol. 2004 Jan;28(1):9-28 PMID: 12962979
  38. Molecular biological methods for studying the gut microbiota: the EU human gut flora project.
    Br J Nutr. 2002 May;87 Suppl 2:S203-11 PMID: 12088520
  39. Facilitated forward chemical genetics using a tagged triazine library and zebrafish embryo screening.
    J Am Chem Soc. 2003 Oct 1;125(39):11804-5 PMID: 14505387
  40. Bacterial flora of fishes: A review.
    Microb Ecol. 1990 Jan;19(1):21-41 PMID: 24196252
  41. Archaea and their potential role in human disease.
    Infect Immun. 2003 Feb;71(2):591-6 PMID: 12540534
  42. Dietary intake, energy metabolism, and excretory losses of adult male germfree Wistar rats.
    Lab Anim Sci. 1983 Feb;33(1):46-50 PMID: 6834773
  43. Clinical significance of the cytochrome P450 2C19 genetic polymorphism.
    Clin Pharmacokinet. 2002;41(12):913-58 PMID: 12222994
  44. Morphologic and functional characterization of granulocytes and macrophages in embryonic and adult zebrafish.
    Blood. 2001 Nov 15;98(10):3087-96 PMID: 11698295
  45. Xenobiotic-inducible transcription of cytochrome P450 genes.
    J Biol Chem. 1995 Aug 4;270(31):18175-8 PMID: 7629130
  46. A survey of Plesiomonas shigelloides from aquatic environments, domestic animals, pets and humans.
    J Hyg (Lond). 1980 Apr;84(2):203-11 PMID: 7358962
  47. Molecular analysis of commensal host-microbial relationships in the intestine.
    Science. 2001 Feb 2;291(5505):881-4 PMID: 11157169
  48. Absorption of horse-radish peroxidase by the mucosal cells of the duodenum of mouse. II. The newborn mouse.
    Histochemie. 1971;26(1):19-27 PMID: 5581804
  49. Real-time visualization of mycobacterium-macrophage interactions leading to initiation of granuloma formation in zebrafish embryos.
    Immunity. 2002 Dec;17(6):693-702 PMID: 12479816
  50. Mutations affecting development of zebrafish digestive organs.
    Development. 1996 Dec;123:321-8 PMID: 9007252
  51. Nil per os encodes a conserved RNA recognition motif protein required for morphogenesis and cytodifferentiation of digestive organs in zebrafish.
    Development. 2003 Sep;130(17):3917-28 PMID: 12874115
  52. The zebrafish as a model organism to study development of the immune system.
    Adv Immunol. 2003;81:253-330 PMID: 14711058
  53. Electron microscopic study on gut epithelium of the tench (Tinca tinca L.) with respect to its absorptive functions.
    Tissue Cell. 1976;8(3):511-30 PMID: 982424
  54. The ultrastructure and renewal of the intestinal epithelium of the juvenile grasscarp, Ctenopharyngodon idella (Val.).
    Cell Tissue Res. 1978 Feb 24;187(2):181-200 PMID: 630592
  55. Uptake of Adenovirus by intestinal absorptive cells of the suckling rat. I. The neonatal ileum.
    Anat Rec. 1973 Jan;175(1):37-61 PMID: 4345520
  56. Zebrafish embryos as a model host for the real time analysis of Salmonella typhimurium infections.
    Cell Microbiol. 2003 Sep;5(9):601-11 PMID: 12925130
Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
0027-8424
Published
2004-03-30
Epub
2004-00-19
Pages
4596-601
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC384792
Subset
IM
Grants
NIDDK NIH HHS · DK62675 · United States
NIDDK NIH HHS · R01 DK030292 · United States
NIDDK NIH HHS · DK30292 · United States
NIDDK NIH HHS · F32 DK062675 · United States
NIDDK NIH HHS · R37 DK030292 · United States
Databases
GENBANK
AY536921, AY536922, AY536923, AY536924, AY536925, AY536926, AY536927, AY536928, AY536929, AY536930, AY536931, AY536932, AY536933, AY536934, AY536935, AY536936, AY536937, AY536938, AY536939, AY536940, AY536941, AY536942, AY536943, AY536944, AY536945, AY536946, AY536947, AY536948, AY536949, AY536950, AY536951, AY536952, AY536953, AY536954, AY536955, AY536956, AY536957, AY536958, AY536959, AY536960, AY536961, AY536962, AY536963, AY536964, AY536965, AY536966, AY536967, AY536968, AY536969, AY536970, AY536971, AY536972, AY536973, AY536974, AY536975, AY536976, AY536977, AY536978, AY536979, AY536980, AY536981, AY536982, AY536983, AY536984, AY536985, AY536986, AY536987, AY536988, AY536989, AY536990, AY536991, AY536992, AY536993, AY536994, AY536995, AY536996, AY536997, AY536998, AY536999, AY537000, AY537001, AY537002, AY537003, AY537004, AY537005, AY537006, AY537007, AY537008, AY537009, AY537010, AY537011, AY537012, AY537013, AY537014, AY537015, AY537016, AY537017, AY537018, AY537019, AY537020, AY537021, AY537022, AY537023, AY537024, AY537025, AY537026, AY537027, AY537028, AY537029, AY537030, AY537031, AY537032, AY537033, AY537034, AY537035, AY537036, AY537037, AY537038, AY537039, AY537040, AY537041, AY537042, AY537043, AY537044, AY537045, AY537046, AY537047, AY537048, AY537049, AY537050, AY537051, AY537052, AY537053, AY537054, AY537055, AY537056, AY537057, AY537058, AY537059, AY537060, AY537061, AY537062, AY537063, AY537064, AY537065, AY537066, AY537067, AY537068, AY537069, AY537070, AY537071, AY537072, AY537073, AY537074, AY537075, AY537076, AY537077, AY537078, AY537079, AY537080, AY537081, AY537082, AY537083, AY537084, AY537085, AY537086, AY537087, AY537088, AY537089, AY537090, AY537091, AY537092, AY537093, AY537094, AY537095, AY537096, AY537097, AY537098, AY537099, AY537100, AY537101, AY537102, AY537103, AY537104, AY537105, AY537106, AY537107, AY537108, AY537109, AY537110, AY537111, AY537112, AY537113, AY537114, AY537115, AY537116, AY537117, AY537118, AY537119, AY537120, AY537121, AY537122, AY537123, AY537124, AY537125, AY537126, AY537127, AY537128, AY537129, AY537130, AY537131, AY537132, AY537133, AY537134, AY537135, AY537136, AY537137, AY537138, AY537139, AY537140, AY537141, AY537142, AY537143, AY537144, AY537145, AY537146, AY537147, AY537148, AY537149, AY537150, AY537151, AY537152, AY537153, AY537154, AY537155, AY537156, AY537157, AY537158, AY537159, AY537160, AY537161, AY537162, AY537163, AY537164, AY537165, AY537166, AY537167, AY537168, AY537169, AY537170, AY537171, AY537172, AY537173, AY537174, AY537175, AY537176, AY537177, AY537178, AY537179, AY537180, AY537181, AY537182, AY537183, AY537184, AY537185, AY537186, AY537187, AY537188, AY537189, AY537190, AY537191, AY537192, AY537193, AY537194, AY537195, AY537196, AY537197, AY537198, AY537199, AY537200, AY537201, AY537202, AY537203, AY537204, AY537205, AY537206, AY537207, AY537208, AY537209, AY537210, AY537211, AY537212, AY537213, AY537214, AY537215, AY537216, AY537217, AY537218, AY537219, AY537220, AY537221, AY537222, AY537223, AY537224, AY537225, AY537226, AY537227, AY537228, AY537229, AY537230, AY537231, AY537232, AY537233, AY537234, AY537235, AY537236, AY537237, AY537238, AY537239, AY537240, AY537241, AY537242, AY537243, AY537244, AY537245, AY537246, AY537247, AY537248, AY537249, AY537250, AY537251, AY537252, AY537253, AY537254, AY537255, AY537256, AY537257, AY537258, AY537259, AY537260, AY537261, AY537262, AY537263, AY537264, AY537265, AY537266, AY537267, AY537268, AY537269, AY537270, AY537271, AY537272, AY537273, AY537274, AY537275, AY537276, AY537277, AY537278, AY537279, AY537280, AY537281, AY537282, AY537283, AY537284, AY537285, AY537286, AY537287, AY537288, AY537289, AY537290, AY537291, AY537292, AY537293, AY537294, AY537295, AY537296, AY537297, AY537298, AY537299, AY537300, AY537301, AY537302, AY537303, AY537304, AY537305, AY537306, AY537307, AY537308, AY537309, AY537310, AY537311, AY537312, AY537313, AY537314, AY537315, AY537316, AY537317, AY537318, AY537319, AY537320, AY537321, AY537322, AY537323, AY537324, AY537325, AY537326, AY537327, AY537328, AY537329, AY537330, AY537331, AY537332, AY537333, AY537334, AY537335, AY537336, AY537337, AY537338, AY537339, AY537340, AY537341, AY537342, AY537343, AY537344, AY537345, AY537346, AY537347, AY537348, AY537349, AY537350, AY537351, AY537352, AY537353, AY537354, AY537355, AY537356, AY537357, AY537358, AY537359, AY537360, AY537361, AY537362, AY537363, AY537364, AY537365, AY537366, AY537367, AY537368, AY537369, AY537370, AY537371, AY537372, AY537373, AY537374, AY537375, AY537376, AY537377, AY537378, AY537379, AY537380, AY537381, AY537382, AY537383, AY537384, AY537385, AY537386, AY537387, AY537388, AY537389, AY537390, AY537391, AY537392, AY537393, AY537394, AY537395, AY537396, AY537397, AY537398, AY537399, AY537400, AY537401, AY537402, AY537403, AY537404, AY537405, AY537406, AY537407, AY537408, AY537409, AY537410, AY537411, AY537412, AY537413, AY537414, AY537415, AY537416, AY537417, AY537418, AY537419, AY537420, AY537421, AY537422, AY537423, AY537424, AY537425, AY537426, AY537427, AY537428, AY537429, AY537430, AY537431, AY537432, AY537433, AY537434, AY537435, AY537436, AY537437, AY537438, AY537439, AY537440, AY537441, AY537442, AY537443, AY537444, AY537445, AY537446, AY537447, AY537448, AY537449, AY537450, AY537451, AY537452, AY537453, AY537454, AY537455, AY537456, AY537457, AY537458, AY537459, AY537460, AY537461, AY537462, AY537463, AY537464, AY537465, AY537466, AY537467, AY537468, AY537469, AY537470, AY537471, AY537472, AY537473, AY537474, AY537475, AY537476, AY537477, AY537478, AY537479, AY537480, AY537481, AY537482, AY537483, AY537484, AY537485, AY537486, AY537487, AY537488, AY537489, AY537490, AY537491, AY537492, AY537493, AY537494, AY537495, AY537496, AY537497, AY537498, AY537499, AY537500, AY537501, AY537502, AY537503, AY537504, AY537505, AY537506, AY537507, AY537508, AY537509, AY537510, AY537511, AY537512, AY537513, AY537514, AY537515, AY537516, AY537517, AY537518, AY537519, AY537520, AY537521, AY537522, AY537523, AY537524, AY537525, AY537526, AY537527, AY537528, AY537529, AY537530, AY537531, AY537532, AY537533, AY537534, AY537535, AY537536, AY537537, AY537538, AY537539, AY537540, AY537541, AY537542, AY537543, AY537544, AY537545, AY537546, AY537547, AY537548, AY537549, AY537550, AY537551, AY537552, AY537553, AY537554, AY537555, AY537556, AY537557, AY537558, AY537559, AY537560, AY537561, AY537562, AY537563, AY537564, AY537565, AY537566, AY537567, AY537568, AY537569, AY537570, AY537571, AY537572, AY537573, AY537574, AY537575, AY537576, AY537577, AY537578, AY537579, AY537580, AY537581, AY537582, AY537583, AY537584, AY537585, AY537586, AY537587, AY537588, AY537589, AY537590, AY537591, AY537592, AY537593, AY537594, AY537595, AY537596, AY537597, AY537598, AY537599, AY537600, AY537601, AY537602, AY537603, AY537604, AY537605, AY537606, AY537607, AY537608, AY537609, AY537610, AY537611, AY537612, AY537613, AY537614, AY537615, AY537616, AY537617, AY537618, AY537619, AY537620, AY537621, AY537622, AY537623, AY537624, AY537625, AY537626, AY537627, AY537628, AY537629, AY537630, AY537631, AY537632, AY537633, AY537634, AY537635, AY537636, AY537637, AY537638, AY537639, AY537640, AY537641, AY537642, AY537643, AY537644, AY537645, AY537646, AY537647, AY537648, AY537649, AY537650, AY537651, AY537652, AY537653, AY537654, AY537655, AY537656, AY537657, AY537658, AY537659, AY537660, AY537661, AY537662, AY537663, AY537664, AY537665, AY537666, AY537667, AY537668, AY537669, AY537670, AY537671, AY537672, AY537673, AY537674, AY537675, AY537676, AY537677, AY537678, AY537679, AY537680, AY537681, AY537682, AY537683, AY537684, AY537685, AY537686, AY537687, AY537688, AY537689, AY537690, AY537691, AY537692, AY537693, AY537694, AY537695, AY537696, AY537697, AY537698, AY537699, AY537700, AY537701, AY537702, AY537703, AY537704, AY537705, AY537706, AY537707, AY537708, AY537709, AY537710, AY537711, AY537712, AY537713, AY537714, AY537715, AY537716, AY537717, AY537718, AY537719, AY537720, AY537721, AY537722, AY537723, AY537724, AY537725, AY537726, AY537727, AY537728, AY537729, AY537730, AY537731, AY537732, AY537733, AY537734, AY537735, AY537736, AY537737, AY537738, AY537739, AY537740, AY537741, AY537742, AY537743, AY537744, AY537745, AY537746, AY537747, AY537748, AY537749, AY537750, AY537751, AY537752, AY537753, AY537754, AY537755, AY537756, AY537757, AY537758, AY537759, AY537760, AY537761, AY537762, AY537763, AY537764, AY537765, AY537766, AY537767, AY537768, AY537769, AY537770, AY537771, AY537772, AY537773, AY537774, AY537775, AY537776, AY537777, AY537778, AY537779, AY537780, AY537781, AY537782, AY537783, AY537784, AY537785, AY537786, AY537787, AY537788, AY537789, AY537790, AY537791, AY537792, AY537793, AY537794, AY537795, AY537796, AY537797, AY537798, AY537799, AY537800, AY537801, AY537802, AY537803, AY537804, AY537805, AY537806, AY537807, AY537808, AY537809, AY537810, AY537811, AY537812, AY537813, AY537814, AY537815, AY537816, AY537817, AY537818, AY537819, AY537820, AY537821, AY537822, AY537823, AY537824, AY537825, AY537826, AY537827, AY537828, AY537829, AY537830, AY537831, AY537832, AY537833, AY537834, AY537835, AY537836, AY537837, AY537838, AY537839, AY537840, AY537841, AY537842, AY537843, AY537844, AY537845, AY537846, AY537847, AY537848, AY537849, AY537850, AY537851, AY537852, AY537853, AY537854, AY537855, AY537856, AY537857, AY537858, AY537859, AY537860, AY537861, AY537862, AY537863, AY537864, AY537865, AY537866, AY537867, AY537868, AY537869, AY537870, AY537871, AY537872, AY537873, AY537874, AY537875, AY537876, AY537877, AY537878, AY537879, AY537880, AY537881, AY537882, AY537883, AY537884, AY537885, AY537886, AY537887, AY537888, AY537889, AY537890, AY537891, AY537892, AY537893, AY537894, AY537895, AY537896, AY537897, AY537898, AY537899, AY537900, AY537901, AY537902, AY537903, AY537904, AY537905, AY537906, AY537907, AY537908, AY537909, AY537910, AY537911, AY537912, AY537913, AY537914, AY537915, AY537916, AY537917, AY537918, AY537919, AY537920
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com