The application potential of machine learning and genomics for understanding natural product diversity, chemistry, and therapeutic translatability

Covering: as much as the tip of 2020.The machine learning area may be outlined because the research and application of algorithms that carry out classification and prediction duties by way of sample recognition as a substitute of explicitly outlined guidelines. Among different areas, machine learning has excelled in natural language processing. As such strategies have excelled at understanding written languages (e.g. English), they’re additionally being utilized to organic issues to raised perceive the “genomic language”. In this assessment we concentrate on current advances in making use of machine learning to natural merchandise and genomics, and how these advances are bettering our understanding of natural product biology, chemistry, and drug discovery. We focus on machine learning purposes in genome mining (figuring out biosynthetic signatures in genomic knowledge), predictions of what buildings will probably be created from these genomic signatures, and the kinds of exercise we’d count on from these molecules.

We additional discover the application of these approaches to knowledge derived from advanced microbiomes, with a concentrate on the human microbiome. We additionally assessment challenges in leveraging machine learning approaches within the area, and how the supply of different “omics” knowledge layers gives worth. Finally, we offer insights into the challenges related to deciphering machine learning fashions and the underlying biology and guarantees of making use of machine learning to natural product drug discovery. We imagine that the application of machine learning strategies to natural product analysis is poised to speed up the identification of new molecular entities that could be used to deal with a spread of illness indications.

 

Robustifying Genomic Classifiers To Batch Effects Via Ensemble Learning

Motivation: Genomic knowledge are sometimes produced in batches as a consequence of sensible restrictions, which can result in undesirable variation in knowledge attributable to discrepancies throughout batches. Such” batch results” usually have unfavourable impression on downstream organic evaluation and want cautious consideration. In follow, batch results are often addressed by particularly designed software program, which merge the information from totally different batches, then estimate batch results and take away them from the information. Here we concentrate on classification and prediction issues, and suggest a distinct technique primarily based on ensemble learning. We first develop prediction fashions inside every batch, then combine them by way of ensemble weighting strategies.
Results: We present a scientific comparability between these two methods utilizing research concentrating on various populations contaminated with tuberculosis. In one research, we simulated rising ranges of heterogeneity throughout random subsets of the research, which we deal with as simulated batches. We then use the 2 strategies to develop a genomic classifier for the binary indicator of illness standing. We consider the accuracy of prediction in one other impartial research concentrating on a distinct inhabitants cohort. We noticed that in impartial validation, whereas merging adopted by batch adjustment gives higher discrimination at low degree of heterogeneity, our ensemble learning technique achieves extra sturdy efficiency, particularly at excessive severity of batch results. These observations present sensible pointers for dealing with batch results within the growth and analysis of genomic classifiers.
 The application potential of machine learning and genomics for understanding natural product diversity, chemistry, and therapeutic translatability
The application potential of machine learning and genomics for understanding natural product diversity, chemistry, and therapeutic translatability

Conservation genomics of the threatened western spadefoot, Spea hammondii, in urbanized southern California

Populations of the western spadefoot (Spea hammondii) in southern California happen in a single of probably the most urbanized and fragmented landscapes on the planet and have misplaced as much as 80% of their native habitat. Orange County is one of the final strongholds for this pond-breeding amphibian within the area, and ongoing restoration efforts concentrating on S. hammondii have concerned habitat safety and the development of synthetic breeding ponds. These efforts have efficiently elevated breeding exercise, however genetic characterization of the populations, together with estimates of efficient inhabitants dimension and admixture between the gene swimming pools of constructed synthetic and natural ponds, has by no means been undertaken.
Using hundreds of genome-wide single-nucleotide polymorphisms, we characterised the inhabitants construction, genetic variety, and genetic connectivity of spadefoots in Orange County to information ongoing and future administration efforts. We recognized at the least two, and presumably three main genetic clusters, with further substructure inside clusters indicating that particular person ponds are sometimes genetically distinct. Estimates of panorama resistance recommend that ponds on both aspect of the Los Angeles Basin have been seemingly interconnected traditionally however intense city growth has rendered them primarily remoted, and the ensuing danger of interruption to natural metapopulation dynamics seems to be excessive. Resistance surfaces present that the present synthetic ponds have been well-placed and related to natural populations by low-resistance corridors.

Novel Coronavirus COVID-19 (2019-nCoV) Real Time RT-PCR Kit

RR-0478-02 25 tests/kit
EUR 991
Description: Novel Coronavirus (2019-nCoV) Real Time RT-PCR Kit is used for the qualitative detection of a novel coronavirus, which was identified in 2019 at Wuhan City, Hubei Province, China, in upper respiratory tract specimens (nasopharyngeal extracts, deep cough sputum, etc.) and lower respiratory tract specimens (alveoli irrigation fluid, etc.) by real time PCR systems.

0,1ML THIN WALL TUBES 8 PER STRIP. CLEAR & REAL TIME STRIP CAPS

PCR-0108-LP-RT-C 125/pk
EUR 709
Description: PCR Plates & Tubes; PCR Strip Tubes and Strip Caps - Axygen

0,1ML THIN WALL TUBES 8 PER STRIP. WHITE & REAL TIME STRIP CAPS

PCR-0108-LP-RT-W 125/pk
EUR 770
Description: PCR Plates & Tubes; PCR Strip Tubes and Strip Caps - Axygen

hsa-mir-521 Real-Time RT-PCR Detection and U6 Calibration Kit

20-abx097601
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

dsGreen for Real-Time PCR, 100×, 10 mL

81010 10 mL
EUR 869

dsGreen for Real-Time PCR, 100×, 5 mL

71010 5 mL
EUR 625

PMA Real-Time PCR Bacterial Viability Kit - Salmonella enterica (invA)

31033 1kit
EUR 428
Description: Minimum order quantity: 1 unit of 1kit

PMA Real-Time PCR Bacterial Viability Kit - Mycobacterium tuberculosis (groEL2)

31034 1kit
EUR 399
Description: Minimum order quantity: 1 unit of 1kit

PMA Real-Time PCR Bacterial Viability Kit - Staphylococcus aureus (nuc)

31035 1kit
EUR 399
Description: Minimum order quantity: 1 unit of 1kit

PMA Real-Time PCR Bacterial Viability Kit - Staphylococcus aureus (mecA)

31036 1kit
EUR 399
Description: Minimum order quantity: 1 unit of 1kit

PMA Real-Time PCR Bacterial Viability Kit - E. coli (uidA)

31050 1kit
EUR 428
Description: Minimum order quantity: 1 unit of 1kit

PMA Real-Time PCR Bacterial Viability Kit - Listeria monocytogenes (hly)

31051 1kit
EUR 399
Description: Minimum order quantity: 1 unit of 1kit

PMA Real-Time PCR Bacterial Viability Kit - Legionella pneumophila (mip)

31053 1kit
EUR 428
Description: Minimum order quantity: 1 unit of 1kit

hsa-let-7a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097603
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097604
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7c Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097605
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7d Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097606
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7e Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097607
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7f Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097608
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7g Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097609
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7i Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097610
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-let-7f Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097611
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-1 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097612
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-7 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097613
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-9 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097614
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-9* Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097615
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-10a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097616
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-10b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097617
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-10a* Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097618
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-15a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097619
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-15b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097620
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-16 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097622
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-18a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097625
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-18b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097626
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-19a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097627
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-19b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097628
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-20a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097629
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-20b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097630
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-21 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097631
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-22 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097632
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-23a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097633
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-23b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097634
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-25 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097636
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-26a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097637
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-26b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097638
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-27a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097639
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-27b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097640
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-29a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097642
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-29b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097643
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-29c Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097644
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-30a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097645
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-30b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097647
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-30c Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097648
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-30d Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097650
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-30e Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097651
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-31 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097652
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-32 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097653
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-33a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097654
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-34a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097657
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-34b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097659
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-92a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097661
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-92b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097662
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-93 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097663
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-95 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097664
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-96 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097665
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-98 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097666
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-99a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097667
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-99b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097669
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-100 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097671
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-101 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097673
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-103 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097675
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-105 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097676
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-106a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097677
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-106b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097678
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-107 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097679
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-124 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097680
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-125a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097681
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-127 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097686
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-129 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097689
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-130a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097690
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-130b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097691
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-132 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097692
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-133a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097693
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-133b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097694
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-134 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097695
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-135b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097696
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-137 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097699
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-138 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097700
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-139 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097701
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-140 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097702
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-141 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097703
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-143 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097706
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-145 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097708
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-146a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097709
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-149 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097711
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-150 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097712
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-151 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097714
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-152 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097715
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-153 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097716
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-154 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097717
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-181a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097719
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-181b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097720
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-181c Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097721
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-181d Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097722
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-182 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097723
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-183 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097724
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-184 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097725
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-185 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097726
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-190a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097728
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-190b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097729
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-192 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097731
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-193a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097732
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-193b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097733
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-194 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097734
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-195 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097735
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-197 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097738
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-198 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097739
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-199a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097740
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-199b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097741
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-200a Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097742
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-200b Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097743
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns

hsa-mir-202 Real-Time RT-PCR Detection and cel-mir-39-3p Calibration Kit

20-abx097745
  • EUR 732.00
  • EUR 1038.00
  • EUR 523.00
  • 100 rxns
  • 200 rxns
  • 50 rxns
Toad samples from all ponds (natural and synthetic) returned extraordinarily low estimates of efficient inhabitants dimension, presumably as a consequence of a bottleneck attributable to a current multi-year drought. Management efforts ought to concentrate on sustaining gene circulate amongst natural and synthetic ponds by each assisted migration and development of new ponds to bolster the present pond community within the area.