Network reconstruction using knock-out and over-expression data

This paper outlines necessary and sufficient conditions for network reconstruction of linear, time-invariant systems using data from either knock-out or over-expression experiments. These structural system perturbations, which are common in biological experiments, can be formulated as unknown system inputs, allowing the network topology and dynamics to be found. We assume that only partial state measurements are available and propose an algorithm that can reconstruct the network at the level of the measured states using either time-series or steady-state data. A simulated example illustrates how the algorithm successfully reconstructs a network from data. © 2013 EUCA.

Differential mechanisms of morphine antinociceptive tolerance revealed in (beta)arrestin-2 knock-out mice.

Morphine induces antinociception by activating mu opioid receptors (muORs) in spinal and supraspinal regions of the CNS. (Beta)arrestin-2 (beta)arr2), a G-protein-coupled receptor-regulating protein, regulates the muOR in vivo. We have shown previously that mice lacking (beta)arr2 experience enhanced morphine-induced analgesia and do not become tolerant to morphine as determined in the hot-plate test, a paradigm that primarily assesses supraspinal pain responsiveness. To determine the general applicability of the (beta)arr2-muOR interaction in other neuronal systems, we have, in the present study, tested (beta)arr2 knock-out ((beta)arr2-KO) mice using the warm water tail-immersion paradigm, which primarily assesses spinal reflexes to painful thermal stimuli. In this test, the (beta)arr2-KO mice have greater basal nociceptive thresholds and markedly enhanced sensitivity to morphine. Interestingly, however, after a delayed onset, they do ultimately develop morphine tolerance, although to a lesser degree than the wild-type (WT) controls. In the (beta)arr2-KO but not WT mice, morphine tolerance can be completely reversed with a low dose of the classical protein kinase C (PKC) inhibitor chelerythrine. These findings provide in vivo evidence that the muOR is differentially regulated in diverse regions of the CNS. Furthermore, although (beta)arr2 appears to be the most prominent and proximal determinant of muOR desensitization and morphine tolerance, in the absence of this mechanism, the contributions of a PKC-dependent regulatory system become readily apparent.

Enhanced rewarding properties of morphine, but not cocaine, in beta(arrestin)-2 knock-out mice.

The reinforcing and psychomotor effects of morphine involve opiate stimulation of the dopaminergic system via activation of mu-opioid receptors (muOR). Both mu-opioid and dopamine receptors are members of the G-protein-coupled receptor (GPCR) family of proteins. GPCRs are known to undergo desensitization involving phosphorylation of the receptor and the subsequent binding of beta(arrestins), which prevents further receptor-G-protein coupling. Mice lacking beta(arrestin)-2 (beta(arr2)) display enhanced sensitivity to morphine in tests of pain perception attributable to impaired desensitization of muOR. However, whether abrogating muOR desensitization affects the reinforcing and psychomotor properties of morphine has remained unexplored. In the present study, we examined this question by assessing the effects of morphine and cocaine on locomotor activity, behavioral sensitization, conditioned place preference, and striatal dopamine release in beta(arr2) knock-out (beta(arr2)-KO) mice and their wild-type (WT) controls. Cocaine treatment resulted in very similar neurochemical and behavioral responses between the genotypes. However, in the beta(arr2)-KO mice, morphine induced more pronounced increases in striatal extracellular dopamine than in WT mice. Moreover, the rewarding properties of morphine in the conditioned place preference test were greater in the beta(arr2)-KO mice when compared with the WT mice. Thus, beta(arr2) appears to play a more important role in the dopaminergic effects mediated by morphine than those induced by cocaine.

Knock out of neuronal nitric oxide synthase exacerbates intestinal ischemia/reperfusion injury in mice

Recent investigation of the intestine following ischemia and reperfusion (I/R) has revealed that nitric oxide synthase (NOS) neurons are more strongly affected than other neuron types. This implies that NO originating from NOS neurons contributes to neuronal damage. However, there is also evidence of the neuroprotective effects of NO. In this study, we compared the effects of I/R on the intestines of neuronal NOS knockout (nNOS(-/-)) mice and wild-type mice. I/R caused histological damage to the mucosa and muscle and infiltration of neutrophils into the external muscle layers. Damage to the mucosa and muscle was more severe and greater infiltration by neutrophils occurred in the first 24 h in nNOS(-/-) mice. Immunohistochemistry for the contractile protein, alpha-smooth muscle actin, was used to evaluate muscle damage. Smooth muscle actin occurred in the majority of smooth muscle cells in the external musculature of normal mice but was absent from most cells and was reduced in the cytoplasm of other cells following I/R. The loss was greater in nNOS(-/-) mice. Basal contractile activity of the longitudinal muscle and contractile responses to nerve stimulation or a muscarinic agonist were reduced in regions subjected to I/R and the effects were greater in nNOS(-/-) mice. Reductions in responsiveness also occurred in regions of operated mice not subjected to I/R. This is attributed to post-operative ileus that is not significantly affected by knockout of nNOS. The results indicate that deleterious effects are greater in regions subjected to I/R in mice lacking nNOS compared with normal mice, implying that NO produced by nNOS has protective effects that outweigh any damaging effect of this free radical produced by enteric neurons.

Ansatz zur Etablierung von konditional/reversiblen knock-out Mäusen für das zellspezifische T-Zell Onkogen SCL

Ziel der vorliegenden Arbeit war es, ein innovatives System zur Herstellung einer konditional/reversiblen SCL-knock-out Maus zu etablieren. Es wurde deshalb ein neuer knock-in/knock-out Ansatz mit Hilfe des Tet-Systems gewählt. Im Rahmen dieser Arbeit war es möglich für die Generierung der konditionalen SCL-knock-out Maus essentielle Effektor- und Respondermauslinien zu etablieren und zu charakterisieren. Durch knock-in der rtTA-cDNA in den SCL-Lokus wurde eine Effektormauslinie hergestellt, welche in allen untersuchten hämatopoietischen Geweben rtTA exprimierte.Die zur Generierung der SCL-knock-out Maus notwendigen transgenen Responderlinien wurden ebenfalls generiert. Diese Linien wurden in einem Funktionsassay auf ihre Regulierbarkeit rekombinanter SCL-Expression untersucht. Dabei wurde eine Linie identifiziert, welche stringent/exogen regulierbar war.Effektor- und Responderlinie konnten etabliert und durch adäquate Kreuzung eine heterozygote Effektor/Responderlinie generiert werden. Die Rückkreuzung dieser Linie bei gleichzeitiger Gabe von DOX sollte in der konditionalen/reversiblen SCL-knock-out Maus resultieren. Bei Ende dieser Arbeit wurde allerdings in keinem Fall ein Rescue des letalen SCL Nullhintergrunds durch die rtTA-vermittelte rekombinante SCL-Expression beobachtet. Die in dieser Arbeit bereits hergestellten und verbesserten neuen Effektorkonstrukte sowie das Zurückgreifen auf alle vorhandenen SCL-Respondermäuse können in Zukunft zur erfolgreichen Etablierung eines exogen regulierbaren konditional/reversiblen SCL knock-out führen.

Identifizierung, Sequenzierung und Charakterisierung des Dmxl1-Gen in Mus musculus sowie die funktionelle Analyse durch Knock-Out

Identifizierung, Sequenzierung und Charakterisierung des Dmxl1-Gen in Mus musculus sowie die funktionelle Analyse durch Knock-OutrnrnBei Dmxl1 handelt es sich um ein neuartiges Gen aus Mus musculus. Das ebenfalls in der vorliegenden Arbeit bioinformatisch untersuchte Gen DMXL1 ist das zu Dmxl1 homologe Gen des Menschen. Beide Gene bestehen aus 43 Exons, das murine Dmxl1 codiert für eine mRNA von 10992 bp bzw. 12210 bp, das humane DMXL1 kodiert für eine cDNA von 11082 bp, der offene Leserahmen umfasst bei der Maus 9042 bp. In der Maus konnte ein mögliches alternatives Polyadenylierungssignal identifiziert werden. Zwischen beiden Spezies sind die Exonpositionen und ihre Längen hoch konserviert. Dmxl1 liegt auf dem Crick-Strang von Chromosom 18 Bande C, der translatierte Bereich erstreckt sich auf genomischer Ebene über 129558 bp und die Orientierung verläuft in Richtung Centromer. Dmxl1 und DMXL1 gehören damit zu den größten bekannten Genen in Maus und Mensch. Bei beiden Spezies liegen die DmX-Homologen genomisch innerhalb eines Bereichs der Isochoren-Klasse L1 in einer Gen-armen Region. Die Anzahl der repetitiven Elemente innerhalb der Genregion von Dmxl1 liegt 6% unter dem erwarteten Wert eines L1 Isochors, die Anzahl beim Menschen liegt 4% über dem erwarteten Wert. Um die mögliche Promotorstruktur von Dmxl1 darzustellen, wurden umfangreiche in silico-Analysen der Region um den putativen Transkriptionsstart vorgenommen. Mit Hilfe der gewonnenen Daten konnte ein Transkriptionstartpunkt identifiziert werden. Zudem wurde eine Promotorstruktur erarbeitet, bei der angenommen werden kann, dass sie eine gute Näherung an die tatsächlich vorhandenen Bindungsstellen von Transkriptionsfaktoren darstellt. Die mit bioinformatischen Werkzeugen erzeugte virtuelle Promotor- und Enhancerstruktur zeigt das Potenzial, Dmxl1 basal und ubiquitär zu exprimieren. Gleichzeitig zeigen diese Daten, dass Dmxl1 vermutlich in einigen Geweben der Keimbahn, im Fettgewebe, dem blutbildenen System und während der Embryogenese hochkomplex reguliert werden kann. Eine regulierte Expression zur Steuerung des Energiestoffwechsels ist ebenfalls wahrscheinlich. Diese Ergebnisse passen sehr gut zu den experimentell ermittelten Daten und den beobachteten Phänotypen Dmxl1-chimärer Mäuse.rnDie abgeleitete Aminosäuresequenz umfasst in der Maus 3013 AS, im Menschen 3027 AS, der Vergleich der abgeleiteten Aminosäuresequenzen zeigt eine Identität von 89,3 % und eine Similarität von 94,7 % zwischen beiden Spezies. Im Dmxl1/DMXL1-Protein von Maus und Mensch konnten mindestens 24 und maximal 36 WD-Wiederholungseinheiten identifiziert werden, zudem wurden eine Reihe weiterer konservierter Proteinmotive gefunden. Die in silico-Strukturanalysen beider abgeleiteter Aminosäuresequenzen lässt vermuten, dass sich C- und N-terminal WD-Propellerstrukturen befinden. In dieser Arbeit gelang eine C-terminale Rekonstruktion einer 10-blättrigen Propellerstruktur, denkbar ist jedoch auch eine Struktur mit mindestens drei WD-Propellern, wenn eine prädominante Struktur mit Propellern aus jeweils sieben Propellerblättern angenommen wird.rnDas primäre Ziel dieser Arbeit, die Etablierung einer stabilen Mauslinie mit diruptiertem Dmxl1-Gen konnte aufgrund einer beobachteten Haploinsuffizienz nicht erreicht werden. Trotz zahlreicher Transformationen von Maus-Stammzelllinien konnte letztlich nur eine stabil transformierte Linie mit einem Dmxl1-Null-Allel identifiziert werden, was auch zu den theoretischen Daten und den angenommenen Aufgaben von Dmxl1 als komplex und diffizil reguliertes Multifunktions-Protein passt. Aus der transformierten Mauszelllinie konnten chimäre Mäuse entwickelt werden, die in Abhängigkeit von dem Ausmaß des Chimärismus phänotypisch massive Schädigungen aufwiesen. Neben einer Teilsterilität wurden massive Fettleibigkeit und ein ausgeprägter Hypogonadismus beobachtet. Keines der Tiere war in der Lage das Dmxl1-Null-Allel zu transduzieren. Die Tiere waren nur sehr eingeschränkt fertil, die wenigen Nachkommen entsprachen genotypisch und phänotypisch ausschließlich den verwendeten Blastocysten.rn

Expression of human cathepsin L or human cathepsin V in mouse thymus mediates positive selection of T helper cells in cathepsin L knock-out mice

A genetic deficiency of the cysteine protease cathepsin L (Ctsl) in mice results in impaired positive selection of conventional CD4+ T helper cells as a result of an incomplete processing of the MHC class II associated invariant chain or incomplete proteolytic generation of positively selecting peptide ligands. The human genome encodes, in contrast to the mouse genome, for two cathepsin L proteases, namely cathepsin L (CTSL) and cathepsin V (CTSV; alternatively cathepsin L2). In the human thymic cortex, CTSV is the predominately expressed protease as compared to CTSL or other cysteine cathepsins. In order to analyze the functions of CTSL and CTSV in the positive selection of CD4+ T cells we employed Ctsl knock-out mice crossed either with transgenic mice expressing CTSL under the control of its genuine human promoter or with transgenic mice expressing CTSV under the control of the keratin 14 (K14) promoter, which drives expression to the cortical epithelium. Both human proteases are expressed in the thymus of the transgenic mice, and independent expression of both CTSL and CTSV rescues the reduced frequency of CD4+ T cells in Ctsl-deficient mice. Moreover, the expression of the human cathepsins does not change the number of CD4+CD25+Foxp3+ regulatory T cells, but the normalization of the frequency of conventional CD4+ T cell in the transgenic mice results in a rebalancing of conventional T cells and regulatory T cells. We conclude that the functional differences of CTSL and CTSV in vivo are not mainly determined by their inherent biochemical properties, but rather by their tissue specific expression pattern.

Efficient transformation of Lactococcus lactis IL1403 and generation of knock-out mutants by homologous recombination

Lactococcus lactis IL1403 is a Gram-positive bacterium of great biotechnological interest for food grade applications. Its use is however hampered by the difficulty to efficiently transform this strain. We here describe a detailed, optimized electrotransformation protocol which yields a transformation efficiency of 10(6) cfu/microg of DNA with the two E. coli Gram-positive shuttle vectors pC3 and pVA838. The utility of the protocol was demonstrated by the generation of single- and double-knock-out mutants by homologous recombination.

Increased numbers of spontaneous SCLC metastasis in absence of NK cells after subcutaneous inoculation of different SCLC cell lines into pfp/rag2 double knock out mice

Spontaneous metastases in small cell lung cancer (SCLC) occur regularly in patients but seldom if any in conventional xenograft mouse models. To overcome this problem, SCLC cells were grafted subcutaneously onto pore forming protein and recombination activating gene 2 double knock out (pfp/rag2) mice and in severe combined immunodeficient (scid) mice. Primary tumours grew well in both mouse strains, while metastases occurred frequently in the pfp/rag2 mice and infrequently in scid mice. Hence NK cells, which are inactive in pfp/rag2 mice, play an important role in SCLC metastasis formation in xenograft models. This observation is in agreement with clinical studies, where a high NK cell number in the blood is correlated with a better prognosis of the patient.

Early development of human lymphomas in a prostate cancer xenograft program using triple knock-out immunocompromised mice

BACKGROUND There is an urgent need for preclinical models of prostate cancer; however, clinically relevant patient-derived prostate cancer xenografts (PDXs) are demanding to establish. METHODS Sixty-seven patients who were undergoing palliative transurethral surgery or radical prostatectomy for histologically confirmed, clinically relevant prostate cancer were included in the study. Fresh prostate cancer tissue was identified by frozen analysis in 48 patients. The cancer tissue was transplanted subcutaneously and under the renal capsule of NSG and NOG mice supplemented with human testosterone. All growing PDXs were evaluated by histology and immunohistochemistry. RESULTS Early assessment of the animals at least three months after transplantation included 27/48 (56.3%) eligible PDX cohorts. PDX growth was detected in 10/27 (37%) mouse cohorts. Eight of the ten PDXs were identified as human donor derived lymphomas, including seven Epstein Barr virus (EBV)-positive diffuse large B-cell lymphomas and one EBV-negative peripheral T-cell lymphoma. One sample consisted of benign prostatic tissue, and one sample comprised a benign epithelial cyst. Prostate cancer was not detected in any of the samples. CONCLUSIONS Tumors that arise within the first three months after prostate cancer xenografting may represent patient-derived EBV-positive lymphomas in up to 80% of the early growing PDXs when using triple knockout NSG immunocompromised mice. Therefore, lymphoma should be excluded in prostate cancer xenografts that do not resemble typical prostatic adenocarcinoma. Prostate 9999: XX-XX, 2014. © 2015 Wiley Periodicals, Inc.

Genomic knock-out of rancRNAs in the archaeon H. volcanii

As translation is the final step in gene expression it is particularly important to understand the processes involved in translation regulation. It was shown in the last years that a class of RNA, the non-protein-coding RNAs (ncRNAs), is involved in regulation of gene expression via various mechanisms [1]. Herein included is the prominent example of gene silencing caused by micro RNAs (miRNAs) and small interfering RNAs (siRNAs). Almost all of these ncRNA discovered so far target the mRNA in order to modulate protein biosynthesis, this is rather unexpected considering the crucial role of the ribosome during gene expression. However, recent data from our laboratory showed that there is a new class of RNAs among the well-studied ncRNAs that target the ribosome itself [2,3]. These so called ribosome-associated ncRNAs (rancRNAs) have an impact on translation regulation, mainly by interfering / modulating the rate of protein biosynthesis. Recent studies show the presence of small regulatory RNAs (sRNAs) in archaea which are involved in many biological processes including stress response and metabolic regulation [4]. To date the biological function and the targets of these archaeal sRNAs are only described for a few examples. There are reports of sRNAs binding to the 5’ as well as to the 3’ of mRNAs [5,6]. In addition to these findings, a tRNA derived fragment (tRF) of Valine tRNA was found in a genomic screen of RNAs associated with the ribosome in H. volcanii in our laboratory [3]. This Valine tRF seems to be processed in a stress-dependent manner and showed in vitro binding to the ribosome and inhibited in vitro translation. These results showed that Valine tRF is capable to regulate translation in H. volcanii by targeting the ribosome. The main goal of this project is to identify and describe novel potential regulatory rancRNAs in H. volcanii with the focus on intergenic candidates. Northern blot analyses already revealed interactions with the ribosome and showed differential expression patterns in response to stress conditions. To investigate the biological relevance of some of the ribosome-associated ncRNA candidates, knock-out and phenotypic characterization studies are done. The genomic knock out of a hypothetical ORF (198nt), where one putative rancRNA candidate (46nt) named IG33 was detected in the library at the beginning of the ORF, showed interesting growth phenotype under specific stress conditions. Furthermore a strain with an introduced start to stop codon mutation in this hypothetical ORF still shows the same phenotype indicating that rather the missing protein than the missing sRNA causes this growth phenotype.

Knock-out mutants from an En-1 mutagenized Arabidopsis thaliana population generate phenylpropanoid biosynthesis phenotypes

A collection of 8,000 Arabidopsis thaliana plants carrying 48,000 insertions of the maize transposable element En-1 has been generated. This population was used for reverse genetic analyses to identify insertions in individual gene loci. By using a PCR-based screening protocol, insertions were found in 55 genes. En-1 showed no preference for transcribed or untranscribed regions nor for a particular orientation relative to the gene of interest. In several cases, En-1 was inserted within a few kilobases upstream or downstream of the gene. En-1 was mobilized from such positions into the respective gene to cause gene disruption. Knock-out alleles of genes involved in flavonoid biosynthesis were generated. One mutant line contained an En-1 insertion in the flavonol synthase gene (FLS) and showed drastically reduced levels of kaempferol. Allelism tests with other lines containing En-1 insertions in the flavanone 3-hydroxylase gene (F3H) demonstrated that TRANSPARENT TESTA 6 (TT6) encodes flavanone 3-hydroxylase. The f3h and fls null mutants complete the set of A. thaliana lines defective in early steps of the flavonoid pathway. These experiments demonstrate the efficiency of the screening method and gene disruption strategy used for assigning functions to genes defined only by sequence.

Interference with gene regulation in living sea urchin embryos: Transcription factor Knock Out (TKO), a genetically controlled vector for blockade of specific transcription factors

“TKO” is an expression vector that knocks out the activity of a transcription factor in vivo under genetic control. We describe a successful test of this concept that used a sea urchin transcription factor of known function, P3A2, as the target. The TKO cassette employs modular cis-regulatory elements to express an encoded single-chain antibody that prevents the P3A2 protein from binding DNA in vivo. In normal development, one of the functions of the P3A2 transcription factor is to repress directly the expression of the CyIIIa cytoskeletal actin gene outside the aboral ectoderm of the embryo. Ectopic expression in oral ectoderm occurs if P3A2 sites are deleted from CyIIIa expression constructs, and we show here that introduction of an αP3A2⋅TKO expression cassette causes exactly the same ectopic oral expression of a coinjected wild-type CyIIIa construct. Furthermore, the αP3A2⋅TKO cassette derepresses the endogenous CyIIIa gene in the oral ectoderm and in the endoderm. αP3A2⋅TKO thus abrogates the function of the endogenous SpP3A2 transcription factor with respect to spatial repression of the CyIIIa gene. Widespread expression of αP3A2⋅TKO in the endoderm has the additional lethal effect of disrupting morphogenesis of the archenteron, revealing a previously unsuspected function of SpP3A2 in endoderm development. In principle, TKO technology could be utilized for spatially and temporally controlled blockade of any transcription factor in any biological system amenable to gene transfer.