Adaptive Randomization for Multiarm Comparative Clinical Trials Based on Joint Efficacy/Toxicity Outcomes

Summary .  We present an outcome-adaptive randomization (AR) scheme for comparative clinical trials in which the primary endpoint is a joint efficacy/toxicity outcome. Under the proposed scheme, the randomization probabilities are unbalanced adaptively in favor of treatments with superior joint outcomes characterized by higher efficacy and lower toxicity. This type of scheme is advantageous from the patients' perspective because on average, more patients are randomized to superior treatments. We extend the approximate Bayesian time-to-event model in Cheung and Thall (2002,  Biometrics   58, 89–97) to model the joint efficacy/toxicity outcomes and perform posterior computation based on a latent variable approach. Consequently, this allows us to incorporate essential information about patients with incomplete follow-up. Based on the computed posterior probabilities, we propose an AR scheme that favors the treatments with larger joint probabilities of efficacy and no toxicity. We illustrate our methodology with a leukemia trial that compares three treatments in terms of their 52-week molecular remission rates and 52-week toxicity rates.     

Construction and characterisation of a BAC library from Arabidopsis halleri: Evaluation of physical mapping based on conserved synteny with Arabidopsis thaliana

We constructed and characterized the first large-insert DNA BAC library for Arabidopsis halleri, a close relative of Arabidopsis thaliana. Double size selection of high molecular weight DNA was performed to increase the average insert size. The BAC library consists of 6128 clones of which 87% have an insert size above 125 kb. Organellar DNA contamination is estimated to 1.4%. The coverage of the library is equivalent to 4.5 times the haploid genome (250 Mb), indicating the library is suitable for almost any application. We explored the possibility of generating a physical map of A. halleri using the high conserved synteny existing between this species and A. thaliana. A set of unigenes separated by 50 kb in a 850 kb region of A. thaliana chromosome II was used to probe the library. The A. halleri BAC clones isolated with these probes were grouped into two contigs. Analysis of BAC-end sequences revealed that the two A. halleri genomic contigs were highly colinear with the A. thaliana genome. Therefore, the exploitation of the conserved synteny existing between the two species will greatly facilitate the construction of a raw full physical map of A. halleri.     

利用染色体区段混合BAC探针鉴定食管癌细胞中的染色体畸变

染色体畸变是恶性肿瘤细胞的重要遗传学特征, 文章旨在应用BAC DNA克隆鉴定食管癌细胞中的染色体臂和染色体区段的畸变。针对染色体各区段选取5~10个1 Mb BAC DNA, 分别混合制备成特定染色体区段的BAC DNA混合克隆, 然后将染色体臂上覆盖所有区段的上述混合克隆进一步混合制备成特定染色体臂BAC DNA混合克隆。利用简并寡核苷酸引物聚合酶链反应(Degenerate oligonucleotide primed PCR, DOP-PCR)标记染色体臂探针, 利用切口平移法(Nick translation)标记染色体区段探针, 并对食管癌细胞中期染色体进行荧光原位杂交(Fluorescence in situ hybridization, FISH)分析。正常人外周血淋巴细胞中期染色体FISH结果显示, 上述方法标记的探针具有较高的特异性。进一步利用染色体臂混合探针, 确定了多个食管癌细胞中的染色体重排所涉及的特定染色体臂; 利用染色体区段混合探针, 鉴定出KYSE140的t(1q;7q)衍生染色体中1q上的断点范围位于1q32-q41。文章成功建立了1 Mb BAC DNA混合克隆探针标记技术, 并鉴定出多个食管癌细胞中的染色体臂和染色体区段畸变, 不仅为利用M-FISH技术鉴定肿瘤细胞中的染色体畸变提供了更为准确的方法, 而且还可能进一步将该法推广应用于恶性血液病的核型分析以及产前诊断。     

Construction and characterization of a bacterial artificial chromosome library ofArabidopsis thaliana

We constructed an ordered 3,948-clone arabidopsis BAC library. The library has a combined average insert size of 100 kb (n=54). Assuming a haploid genome size of 100,000 kb, the BAC library contains 3.95 haploid genome equivalents with a 98 percent probability of isolating a specific genomic region. The library was screened with five arabidopsis cDNA probes and one tomato probe; all probes hybridized to at least one (and in most cases three) BAC clones in the library.     

Identification of Citrus sinensis BAC clones containing genes relevant to fruit quality by two-dimensional overgo hybridization

As a complement to whole-genome sequencing efforts, we are comparing targeted genomic regions among sweet orange cultivars to identify coding and conserved noncoding regions, including regulatory elements, responsible for biological features unique to this species. Here, we report the identification of 1,018 bacterial artificial chromosome (BAC) clones containing genes relevant to fruit quality from a Citrus sinensis cv. “Vaniglia” 19.3X BAC library by two-dimensional 9?×?9 overgo hybridization. To design the overgo probes, we used the “C38” expressed sequence tag assembly (http://harvest.ucr.edu/) and OligoSpawn software (http://138.23.178.42). For BAC library screening, we selected 81 overgo probes associated with unigenes that putatively code for enzymes relevant to fruit quality (flavonol, anthocyanin, carotenoid, cellulose, starch, ascorbic acid, aromatic amino acid, and lignin biosynthesis; sucrose catabolism; glycolysis; oxidative/nonoxidative pentose phosphate pathway; fatty acid biosynthesis and oxidation; Krebs cycle). Hybridization probes were pooled and hybridized in groups of intersecting rows and columns to high-density BAC filters, followed by a deconvolution process that established BAC-probe addresses. BAC addresses were obtained for 75 of the 81 overgo probes initially selected, for a total of 1,018 BAC clones, a number consistent with the depth of coverage of the BAC library. BAC end sequencing was carried out, and end-sequence pairs were mapped to their best location in the Citrus clementina genome sequence assembly using the comparative genomic database Phytozome (http://www.phytozome.net/). The BAC clones corresponding to each probe were mapped within the same scaffold as the target gene, demonstrating that the approach we used was successful in isolating the targeted genomic regions.     

Chemiluminescent detection of sequential DNA hybridizations to high-density, filter-arrayed cDNA libraries: a subtraction method for novel gene discovery.

A chemiluminescent approach for sequential DNA hybridizations to high-density filter arrays of cDNAs, using a biotin-based random priming method followed by a streptavidin/alkaline phosphatase/CDP-Star detection protocol, is presented. The method has been applied to the Brugia malayi genome project, wherein cDNA libraries, cosmid and bacterial artificial chromosome (BAC) libraries have been gridded at high density onto nylon filters for subsequent analysis by hybridization. Individual probes and pools of rRNA probes, ribosomal protein probes and expressed sequence tag probes show correct specificity and high signal-to-noise ratios even after ten rounds of hybridization, detection, stripping of the probes from the membranes and rehybridization with additional probe sets. This approach provides a subtraction method that leads to a reduction in redundant DNA sequencing, thus increasing the rate of novel gene discovery. The method is also applicable for detecting target sequences, which are present in one or only a few copies per cell; it has proven useful for physical mapping of BAC and cosmid high-density filter arrays, wherein multiple probes have been hybridized at one time (multiplexed) and subsequently "deplexed" into individual components for specific probe localizations.     

Optimal reconstruction of a sequence from its probes.

An important combinatorial problem, motivated by DNA sequencing in molecular biology, is the reconstruction of a sequence over a small finite alphabet from the collection of its probes (the sequence spectrum), obtained by sliding a fixed sampling pattern over the sequence. Such construction is required for Sequencing-by-Hybridization (SBH), a novel DNA sequencing technique based on an array (SBH chip) of short nucleotide sequences (probes). Once the sequence spectrum is biochemically obtained, a combinatorial method is used to reconstruct the DNA sequence from its spectrum. Since technology limits the number of probes on the SBH chip, a challenging combinatorial question is the design of a smallest set of probes that can sequence an arbitrary DNA string of a given length. We present in this work a novel probe design, crucially based on the use of universal bases [bases that bind to any nucleotide (Loakes and Brown, 1994)] that drastically improves the performance of the SBH process and asymptotically approaches the information-theoretic bound up to a constant factor. Furthermore, the sequencing algorithm we propose is substantially simpler than the Eulerian path method used in previous solutions of this problem.     

Integration of animal linkage and BAC contig maps using overgo hybridization

The alignment of genome linkage maps, defined primarily by segregation of sequence-tagged site (STS) markers, with BAC contig physical maps and full genome sequences requires high throughput mechanisms to identify BAC clones that contain specific STS. A powerful technique for this purpose is multi-dimensional hybridization of "overgo" probes. The probes are chosen from available STS sequence data by selecting unique probe sequences that have a common melting temperature. We have hybridized sets of 216 overgo probes in subset pools of 36 overgos at a time to filter-spotted chicken BAC clone arrays. A four-dimensional pooling strategy, including one degree of redundancy, has been employed. This requires 24 hybridizations to completely assign BACs for all 216 probes. Results to date are consistent with about a 10% failure rate in overgo probe design and a 15-20% false negative detection rate within a group of 216 markers. Three complete rounds of overgo hybridization, each to sets of about 39,000 BACs (either BAMHI or ECORI partial digest inserts) generated a total of 1853 BAC alignments for 517 mapped chicken genome STS markers. These data are publicly available, and they have been used in the assembly of a first generation BAC contig map of the chicken genome.     

Towards map-based cloning of the barley stem rust resistance genes Rpg1 and rpg4 using rice as an intergenomic cloning vehicle

The barley stem rust resistance genes Rpg1 and rpg4 were mapped in barley on chromosomes 1P and 7M, respectively and the syntenous rice chromosomes identified as 6P and 3P by mapping common probes in barley and rice. Rice yeast artificial chromosome (YAC), bacterial artificial chromosome (BAC) and cosmid clones were used to isolate probes mapping to the barley Rpg1 region. The rice BAC isolated with the pM13 probe was a particularly excellent source of probes. A high-resolution map of the Rpg1 region was established with 1400 gametes yielding a map density of 3.6 markers per 0.1 cM. A detailed physical map was established for the rice BAC fragment containing the Rpg1-flanking markers pM13 and B24. This fragment covers a barley genetic distance of 0.6 cM and a rice DNA physical distance of ca. 70 kb. The distribution of barley cross-overs in relation to the rice DNA physical distances was extremely uneven. The barley genetic distance between the pM13 marker and Rpg1 was 0.1 cM per ca. 55 kb, while on the proximal side it was 0.5 cm per ca. 15 kb. Three probes from the distal end of the pM13 BAC mapped 3.0 cm proximal of Rpg1 and out of synteny with rice. These experiments confirm the validity of using large insert rice clones as probe sources to saturate small barley (and other large genome cereals) genome regions with markers. They also establish a note of caution that even in regions of high microsynteny, there may be small DNA fragments that have transposed and are no longer in syntenous positions.     

Integrated cytogenetic map of mitotic metaphase chromosome 9 of maize: resolution,sensitivity, and banding paint development

To study the correlation of the sequence positions on the physical DNA finger print contig (FPC) map and cytogenetic maps of pachytene and somatic maize chromosomes, sequences located along the chromosome 9 FPC map approximately every 10 Mb were selected to place on maize chromosomes using fluorescent in situ hybridization (FISH). The probes were produced as pooled polymerase chain reaction products based on sequences of genetic markers or repeat-free portions of mapped bacterial artificial chromosome (BAC) clones. Fifteen probes were visualized on chromosome 9. The cytological positions of most sequences correspond on the pachytene, somatic, and FPC maps except some probes at the pericentromeric regions. Because of unequal condensation of mitotic metaphase chromosomes, being lower at pericentromeric regions and higher in the arms, probe positions are displaced to the distal ends of both arms. The axial resolution of FISH on somatic chromosome 9 varied from 3.3 to 8.2 Mb, which is 12-30 times lower than on pachytene chromosomes. The probe collection can be used as chromosomal landmarks or as a "banding paint" for the physical mapping of sequences including transgenes and BAC clones and for studying chromosomal rearrangements.     

Linkage disequilibrium structures in cattle and their application to breed identification testing

We examined the extent of linkage disequilibrium (LD) block lengths in four breed populations: Japanese Black, Angus, Hereford and Holstein. Three chromosomal regions in which QTL were previously mapped in Japanese Black populations were scanned with 84 microsatellite markers. The estimated LD lengths in these four purebred populations varied from 535 to 683 kb, which is much shorter than the values reported previously. Our findings suggest that QTL can be mapped in sub-centimorgan regions in these populations using an LD-mapping method. We also developed breed identification methods to distinguish Japanese Black from Angus, Hereford, Holstein and F₁ animals (Japanese Black × Holstein) respectively using the haplotypic frequencies of a pair of markers in the breed populations. After assessing the distributions of posterior probabilities to be Japanese Black, we obtained several pairs of markers that completely distinguished Japanese Black from the other breeds. We also obtained several combinations of six markers that completely distinguished Japanese Black animals from F₁ animals.     

Advantages of 2'-O-methyl oligoribonucleotide probes for detecting RNA targets.

We have compared various kinetic and melting properties of oligoribonucleotide probes containing 2'-O-methylnucleotides or 2'-deoxynucleotides with regard to their use in assays for the detection of nucleic acid targets. 2'-O-Methyl oligoribonucleotide probes bound to RNA targets faster and with much higher melting temperatures (Tm values) than corresponding 2'-deoxy oligoribonucleotide probes at all lengths tested (8-26 bases). Tm values of both probes increased with length up to approximately 19 bases, with maximal differences in Tm between 2'-O-methyl and 2'-deoxy oligoribonucleotide probes observed at lengths of 16 bases or less. In contrast to RNA targets, 2'-O-methyl oligoribonucleotide probes bound more slowly and with the same Tm to DNA targets as corresponding 2'-deoxy oligoribonucleotide probes. Because of their greatly enhanced Tm when bound to RNA, 2'-O-methyl oligoribonucleotide probes can efficiently bind to double-stranded regions of structured RNA molecules. A 17 base 2'-O-methyl oligoribonucleotide probe was able to bind a double-stranded region of rRNA whereas the same 17 base 2'- deoxy oligoribonucleotide probe did not. Due to their enhanced Tm when bound to RNA targets, shorter 2'-O-methyl oligoribonucleotide probes can be used in assays in place of longer 2'-deoxy oligoribonucleotide probes, resulting in enhanced discrimination between matched and mismatched RNA targets. A 12 base 2'-O-methyl oligoribonucleotide probe had the same Tm as a 19 base 2'-deoxy oligoribonucleotide probe when bound to a matched RNA target but exhibited a much larger decrease in Tm than the 2'-deoxy oligoribonucleotide probe when bound to an RNA target containing either 1 or 2 mismatched bases. The increased Tm, faster kinetics of hybridization, ability to bind to structured targets and increased specificity of 2'-O-methyl oligoribonucleotide probes render them superior to corresponding 2'-deoxy oligoribonucleotides for use in assays that detect RNA targets.     

Bisulfite modification of immobilized DNAs for methylation detection

We have developed a novel method for detecting DNA methylation status of multiple samples, in which the DNA samples were firstly immobilized on the slide and treated with bisulfite directly on the chip. In this experiment, DNAs of pUC19 plasmid were restricted by the enzymes, and ligated with a linker bearing 5'-terminal acrylamide group at the sticky ends. Using universal acrylamide gel polymerization technique, a large amount of DNAs could be immobilized on the slide. The immobilized DNAs were converted by soaking the chip in bisulfite reaction mixtures for 16 h. The probes for detection of the methylation patterns of CpG sites hybridized with the converted DNAs on the microarray, and non-specifically bound probes were cleaned by electrophoresis. We have optimized the experimental conditions of both bisulfite treatment and electrophoresis to increase sensitivity and specificity. The results were further validated by bisulfite DNA sequencing. The experiments show that the method can simplify the experimental processes and increase the efficiency of the bisulfite treatment. This novel method could be used as a convenient tool to detect the methylation status of the multiple genes for a large amount of samples in the future.     

Fabrication of DNA microarrays using unmodified oligonucleotide probes

Microarrays printed on glass slides are often constructed by covalently linking oligonucleotide probes to a derivatized surface. These procedures typically require relatively expensive amine- or thiol-modified oligonucleotide probes that add considerable expense to larger arrays. We describe a system by which unmodified oligonucleotide probes are bound to either nonderivatized or epoxy-silane-derivatized glass slides. Biotinylated PCR products are heat denatured, hybridized to the arrays, and detected using an enzymatic amplification system. Unmodified probes appear to detach from the slide surface at high pH (> 10.0), suggesting that hydrogen bonding plays a significant role in probe attachment. Regardless of surface preparation, high temperature (up to 65 degrees C) and low ionic strength (deionized water) do not disturb probe attachment; hence, the fabrication method described here is suitable for a wide range of hybridization stringencies and conditions. We illustrate kinetics of room temperature hybridizations for probes attached to nonderivatized slides, and we demonstrate that unmodified probes produce hybridization signals equal to amine-modified, covalently bound probes. Our method provides a cost-effective alternative to conventional attachment strategies that is particularly suitable for genotyping PCR products with nucleic acid microarrays.     

Conversion of array‐based single nucleotide polymorphic markers for use in targeted genotyping by sequencing in hexaploid wheat (Triticum aestivum)

Wheat breeders and academics alike use single nucleotide polymorphisms (SNP s) as molecular markers to characterize regions of interest within the hexaploid wheat genome. A number of SNP ‐based genotyping platforms are available, and their utility depends upon factors such as the available technologies, number of data points required, budgets and the technical expertise required. Unfortunately, markers can rarely be exchanged between existing and newly developed platforms, meaning that previously generated data cannot be compared, or combined, with more recently generated data sets. We predict that genotyping by sequencing will become the predominant genotyping technology within the next 5–10 years. With this in mind, to ensure that data generated from current genotyping platforms continues to be of use, we have designed and utilized SNP ‐based capture probes from several thousand existing and publicly available probes from Axiom® and KASP ? genotyping platforms. We have validated our capture probes in a targeted genotyping by sequencing protocol using 31 previously genotyped UK elite hexaploid wheat accessions. Data comparisons between targeted genotyping by sequencing, Axiom® array genotyping and KASP ? genotyping assays, identified a set of 3256 probes which reliably bring together targeted genotyping by sequencing data with the previously available marker data set. As such, these probes are likely to be of considerable value to the wheat community. The probe details, full probe sequences and a custom built analysis pipeline may be freely downloaded from the CerealsDB website (http://www.cerealsdb.uk.net/cerealgenomics/CerealsDB /sequence_capture.php).     

Expanding duplication of the testis PHD Finger Protein 7 (PHF7) gene in the chicken genome

Gene duplications increase genetic and phenotypic diversity and occur in complex genomic regions that are still difficult to sequence and assemble. PHD Finger Protein 7 (PHF7) acts during spermiogenesis for histone-to-histone protamine exchange and is a determinant of male fertility in Drosophila and the mouse. We aimed to explore and characterise in the chicken genome the expanding family of the numerous orthologues of the unique mouse Phf7 gene (highly expressed in the testis), observing the fact that this information is unclear and/or variable according to the versions of databases. We validated nine primer pairs by in silico PCR for their use in screening the chicken bacterial artificial chromosome (BAC) library to produce BAC-derived probes to detect and localise PHF7-like loci by fluorescence in situ hybridisation (FISH). We selected nine BAC that highlighted nine chromosomal regions for a total of 10 distinct PHF7-like loci on five Gallus gallus chromosomes: Chr1 (three loci), Chr2 (two loci), Chr12 (one locus), Chr19 (one locus) and ChrZ (three loci). We sequenced the corresponding BAC by using high-performance PacBio technology. After assembly, we performed annotation with the FGENESH program: there were a total of 116 peptides, including 39 PHF7-like proteins identified by BLASTP. These proteins share a common exon-intron core structure of 8–11 exons. Phylogeny revealed that the duplications occurred first between chromosomal regions and then inside each region. There are other duplicated genes in the identified BAC sequences, suggesting that these genomic regions exhibit a high rate of tandem duplication. We showed that the PHF7 gene, which is highly expressed in the rooster testis, is a highly duplicated gene family in the chicken genome, and this phenomenon probably concerns other bird species.     

Estimates of conserved microsynteny among the genomes of <Emphasis Type="Italic">Glycine max</Emphasis>, <Emphasis Type="Italic">Medicago truncatula</Emphasis> and <Emphasis Type="Italic">Arabidopsis thaliana</Emphasis>

A growing body of research indicates that microsynteny is common among dicot genomes. However, most studies focus on just one or a few genomic regions, so the extent of microsynteny across entire genomes remains poorly characterized. To estimate the level of microsynteny between Medicago truncatula (Mt) and Glycine max (soybean), and also among homoeologous segments of soybean, we used a hybridization strategy involving bacterial artificial chromosome (BAC) contigs. A Mt BAC library consisting of 30,720 clones was screened with a total of 187 soybean BAC subclones and restriction fragment length polymorphism (RFLP) probes. These probes came from 50 soybean contig groups, defined as one or more related BAC contigs anchored by the same low-copy probe. In addition, 92 whole soybean BAC clones were hybridized to filters of HindIII-digested Mt BAC DNA to identify additional cases of cross-hybridization after removal of those soybean BACs found to be repetitive in Mt. Microsynteny was inferred when at least two low-copy probes from a single soybean contig hybridized to the same Mt BAC or when a soybean BAC clone hybridized to three or more low-copy fragments from a single Mt BAC. Of the 50 soybean contig groups examined, 54% showed microsynteny to Mt. The degree of conservation among 37 groups of soybean contigs was also investigated. The results indicated substantial conservation among soybean contigs in the same group, with 86.5% of the groups showing at least some level of microsynteny. One contig group was examined in detail by a combination of physical mapping and comparative sequencing of homoeologous segments. A TBLASTX similarity search was performed between 1,085 soybean sequences on the 50 BAC contig groups and the entire Arabidopsis genome. Based on a criterion of sequence homologues <100 kb apart, each with an expected value of < or =1e-07, seven of the 50 soybean contig groups (14%) exhibited microsynteny with Arabidopsis.     

A chromosome bin map of 2148 expressed sequence tag loci of wheat homoeologous group 7

The objectives of this study were to develop a high-density chromosome bin map of homoeologous group 7 in hexaploid wheat (Triticum aestivum L.), to identify gene distribution in these chromosomes, and to perform comparative studies of wheat with rice and barley. We mapped 2148 loci from 919 EST clones onto group 7 chromosomes of wheat. In the majority of cases the numbers of loci were significantly lower in the centromeric regions and tended to increase in the distal regions. The level of duplicated loci in this group was 24% with most of these loci being localized toward the distal regions. One hundred nineteen EST probes that hybridized to three fragments and mapped to the three group 7 chromosomes were designated landmark probes and were used to construct a consensus homoeologous group 7 map. An additional 49 probes that mapped to 7AS, 7DS, and the ancestral translocated segment involving 7BS also were designated landmarks. Landmark probe orders and comparative maps of wheat, rice, and barley were produced on the basis of corresponding rice BAC/PAC and genetic markers that mapped on chromosomes 6 and 8 of rice. Identification of landmark ESTs and development of consensus maps may provide a framework of conserved coding regions predating the evolution of wheat genomes.     

Construction and characterization of a bacterial artificial chromosome library of thermo-sensitive genie male-sterile rice 5460S

In order to develop a detailed physical map of the thermo-sensitive genie male-sterile (TGMS) gene-encompassing region and finally clone the TGMS gene, a high-quality rice bacterial artificial chromosome (BAC) library from TGMS rice 5460S was constructed. The method of constructing BAC library was examined and optimized. The 5460S library consists of 19 584 BAC clones with an average insert size of 110 kb, which represents about 5 times rice haploid genome equivalents. Rice inserts of up to 140 kb and 250 kb were isolated and appeared stable after 100 generations of serial growth. Hybridization of BAC clones with mitochondrial and chloroplastic genes as probes demonstrated that this library has no organellar contamination. The 5460S library was screened with 3 molecular markers linked to tmsl gene as probes and at least 1 BAC clone was identified with each probe. The insert ends of positive clones were successfully isolated using thermal asymmetric interlaced PCR (TAIL-PCR) technique.     

Temperature effects on DNA chip experiments from surface plasmon resonance imaging: isotherms and melting curves

We present an analysis of hybridization experiments on a DNA chip studied by surface plasmon resonance imaging. The reaction constants at various temperatures and for different probe lengths are obtained from Langmuir isotherms and hybridization kinetics. The melting curves from temperature scans are also obtained without any labeling of the targets. The effects of the probe length on the hybridization thermodynamics, deduced from the temperature dependence of the reaction constants as well as from the melting curves, suggest dispersion in the length of the hybridization segments of the probes accessible to the targets. Those are, however, sufficient to suggest efficient point mutation detection from temperature scans.