In vitro evolution of antibody affinity via insertional scanning mutagenesis of an entire antibody variable region

We report a systematic combinatorial exploration of affinity enhancement of antibodies by insertions and deletions (InDels). Transposon-based introduction of InDels via the method TRIAD (transposition-based random insertion and deletion mutagenesis) was used to generate large libraries with random in-frame InDels across the entire single-chain variable fragment gene that were further recombined and screened by ribosome display. Knowledge of potential insertion points from TRIAD libraries formed the basis of exploration of length and sequence diversity of novel insertions by insertional-scanning mutagenesis (InScaM). An overall 256-fold affinity improvement of an anti–IL-13 antibody BAK1 as a result of InDel mutagenesis and combination with known point mutations validates this approach, and suggests that the results of this InDel mutagenesis and conventional exploration of point mutations can synergize to generate antibodies with higher affinity.

Powerful selection technologies have made in vitro evolution of protein binders more efficient and paved the way for the use of tailor-made antibodies in therapy. After initial selections of antibody candidates with desired specificity, lead antibodies are typically improved by affinity maturation in multiple rounds of randomization and selection (1) to reach the subnanomolar affinities ideally required for targeting soluble ligands (2–4). This is usually attempted by introduction of point substitutions, either at random positions across the entire V-gene (5, 6) or in the complementary-determining regions (CDRs; e.g., by CDR walking mutagenesis) (7).In Nature, diversification of the primary antibody repertoire occurs by several mechanisms that generate variation in the regions forming the antigen-binding site, the CDRs, including considerable length variation (8–11) that is initially introduced by recombination of V(D)J gene segments. Length variations are concentrated in the CDR3 region (12), at the junctions of the joined segments, where additional diversity is produced by N- or P-nucleotide additions that can further extend the CDR3. The length of the CDRs considerably affects the topography of the combining site, as different shapes brought about by extension or shortening can form pockets, grooves, or fill space (13, 14).Following B cell stimulation by the antigen, further diversification of the antigen-binding interface is generated through somatic hypermutation (SHM) (15), involving mainly point mutagenesis that preferentially targets hotspots in the CDRs (16, 17). This process is initiated through deamination of cytosine to uracil by activation-induced cytidine deaminase (AID), leading to uracil:guanine mismatches (16). Upon removal of these uracil bases by base excision-repair enzymes, error-prone DNA polymerases are then recruited to fill in the gaps and introduce mutations around the position of the deaminated cytosines. Interestingly, up to 6% of the mutations generated by SHM are insertions and deletions (InDels) (18), which occur due to misalignment of repeated DNA sequences (19, 20). Thus, insertions occur by duplication, while deletions are brought about by removal of repeated sequences (21, 22).A small percentage of antibodies selected by in vivo SHM contain InDels in the CDRs 1 and 2 (1.6 to 6.5%) (21–24), while junctional diversity by N- or P-nucleotide additions in the CDR3 confounds the analysis of SHM-derived InDels, leading to an underestimation of the total percentage of affinity-improving InDels. In vitro-directed evolution has been unsuitable for introduction of InDels at random positions into an antibody gene, because of restrictions in the diversity of InDels that could be introduced (i.e., insertions by duplication in in vitro SHM) (22, 25). Rational (26) or computational (27) strategies have been successful at introducing InDels in a few, carefully chosen positions instead of random sampling. In contrast, an unusually high percentage of InDels with a functional role among in vivo affinity matured broadly neutralizing antibodies (bnAbs) to HIV-1 (28–30): ∼40% of the reported anti–HIV-1 bnAbs contain InDels that accumulate during in vivo SHM (28). Based on the frequent occurrence of InDels among multispecific, cross-reactive antibodies, one could infer that they provide a molecular solution for recognizing multiple targets by providing an altered interface (enlarged or tightened), possibly even involving conformational diversity (31). The accumulation of InDels in bnAbs has been attributed to extensive in vivo SHM, so that even positions that are rarely modified by SHM are also altered (17, 28).Insertions in the V-genes occur only by duplication of adjacent sequences (21, 22), so that the actual sequence diversity of the resulting insertions is limited because they repeat existing modules. To introduce more diversity in the inserted sequences, point mutations are required in subsequent rounds of SHM. However, since the CDRs can tolerate considerable length variation, it is likely that the antibody fold can accommodate a larger number of affinity-enhancing InDels compared to those observed in antibodies affinity-matured by SHM.Affinity gains by introduction of InDels have indeed been recognized (22, 25, 26, 32, 33) in in vitro-directed evolution, but often were by-products of campaigns focused on point mutations and not elicited systematically (32, 33). Only in mammalian cell surface display does the action of AID lead to InDels, just as AID brings about InDels in SHM in vivo (22, 25). In a seminal study by Bowers et al. (22), overexpression of AID enabled in vitro SHM of 53 antibodies against 21 antigens to identify InDels in multiple regions likely to improve binding, in particular to variable heavy domain (V_H) and variable light domain (V_L) CDR1, where 9 of 53 antibodies contained InDels. Despite the comprehensive nature of this study, AID-enabled insertions mirrored in vivo SHM and were therefore limited to direct duplication of adjacent sequences, not allowing the full exploration of length and sequence diversity in the insertions, and the low frequency of incorporation of in-frame InDels by AID (<0.1%) limited the combinatorial diversity explored. Finally, InDels have been introduced rationally based on structural analysis and natural length variation (26, 27). Taken together, only limited diversity of InDels in terms of length, position, and insert sequence across the variable domains has been explored thus far.Here we address this omission and explore libraries with in-frame InDels of different lengths and high diversity of inserted sequences at random positions across the entire antibody variable regions (Fig. 1). We applied a new transposon-based mutagenesis approach, dubbed TRIAD (transposition-based random insertion and deletion mutagenesis) (34) that introduces short in-frame insertions and deletions randomly across a gene (in sequences of steps following transposition that excise the transposon, religate the plasmid, and insert designed cassettes) (SI Appendix, Figs. S1 and S2). TRIAD was used here to build libraries with InDels at random positions across an entire single-chain variable fragment (scFv) gene. The antibody chosen for this campaign was the anti–IL-13 antibody BAK1 (35), a derivative of which, tralokinumab, is under clinical investigation for asthma (36). In addition, we built libraries that explore diversity in the different lengths of insertions in a semirandom approach, insertional-scanning mutagenesis (InScaM). These InDel libraries were starting points for antibody affinity evolution in vitro, leading to insertions in two loops that, together with two previously known point mutations, brought about a 256-fold affinity improvement. The observation of alternative routes to affinity maturation validate our strategy and suggest that InDel mutagenesis can complement existing approaches.Open in a separate windowFig. 1.Overview of the affinity maturation of the antibody BAK1 by transposon-based TRIAD and subsequent insertional scanning mutagenesis. TRIAD (Left) was applied to make libraries with deletions of one to three amino acids (step 1a) or single amino acid insertions (step 1b) at random positions across the scFv gene. These libraries were recombined (step 2) and four rounds of ribosome display selections for improved affinity to IL-13 were carried out by panning (step 3). The best binder was carrying an insertion in the V_L FWR3 (BAK1-INS1). Scanning (Right) was used to guide the design of libraries with different lengths of insertions at targeted positions. A fraction of the insertion library generated in step 1b (5,632 variants) was screened by HTRF to identify variants with insertions that retained binding to IL-13 (step 4). Based on sequencing analysis, regions able to tolerate single amino acid insertions were identified (Fig. 4) and the V_L CDR3 was chosen for targeted insertional mutagenesis. Libraries with zero to five amino acid insertions in targeted positions in the V_L CDR3 were constructed (step 5), followed by four rounds of phage display selections for improved affinity to IL-13 (step 6).     

Real-time imaging of human cortical activity evoked by painful esophageal stimulation

BACKGROUND & AIMS: Current models of visceral pain processing derived from metabolic brain imaging techniques fail to differentiate between exogenous (stimulus-dependent) and endogenous (non-stimulus-specific) neural activity. The aim of this study was to determine the spatiotemporal correlates of exogenous neural activity evoked by painful esophageal stimulation. METHODS: In 16 healthy subjects (8 men; mean age, 30.2 +/- 2.2 years), we recorded magnetoencephalographic responses to 2 runs of 50 painful esophageal electrical stimuli originating from 8 brain subregions. Subsequently, 11 subjects (6 men; mean age, 31.2 +/- 1.8 years) had esophageal cortical evoked potentials recorded on a separate occasion by using similar experimental parameters. RESULTS: Earliest cortical activity (P1) was recorded in parallel in the primary/secondary somatosensory cortex and posterior insula (approximately 85 ms). Significantly later activity was seen in the anterior insula (approximately 103 ms) and cingulate cortex (approximately 106 ms; P=.0001). There was no difference between the P1 latency for magnetoencephalography and cortical evoked potential (P=.16); however, neural activity recorded with cortical evoked potential was longer than with magnetoencephalography (P=.001). No sex differences were seen for psychophysical or neurophysiological measures. CONCLUSIONS: This study shows that exogenous cortical neural activity evoked by experimental esophageal pain is processed simultaneously in somatosensory and posterior insula regions. Activity in the anterior insula and cingulate-brain regions that process the affective aspects of esophageal pain-occurs significantly later than in the somatosensory regions, and no sex differences were observed with this experimental paradigm. Cortical evoked potential reflects the summation of cortical activity from these brain regions and has sufficient temporal resolution to separate exogenous and endogenous neural activity.     

Cytogenetics of multiple myeloma: interpretation of fluorescence in situ hybridization results

The cytogenetic picture in multiple myeloma (MM) is highly complex, from which non-random numerical and structural chromosomal changes have been identified. Specifically, translocations involving the immunoglobulin heavy chain gene (IGH) at 14q32 and either monosomy or deletions of chromosome 13 have been reported in a significant number of patients from both cytogenetic and interphase fluorescence in situ hybridization (FISH) studies. Importantly, these abnormalities of chromosome 13 have recently been associated with a poor prognosis. In view of the highly complex nature of the karyotypes in MM patients, interphase FISH results may be difficult to interpret. In this study, cytogenetics and/or interphase FISH were carried out on bone marrow samples or purified plasma cells from 37 MM patients. Abnormal karyotypes, characterized by multiplex FISH (M-FISH) were found in 11 patients, all of which were highly complex. Interphase FISH revealed translocations involving the IGH locus in 16 (43%) patients. The IGH/cyclin D1 (CCND1) gene fusion characteristic of the translocation, t(11;14)(q13;q32), was seen in 12 (32%) of these patients and other rearrangements of IGH in four (11%) patients. Fourteen patients had additional copies of chromosome 11. Twenty patients (54%) had 13q14 deletions, 10 of whom also had t(11;14) or another IGH translocation. By comparing cytogenetic and FISH results, this study has revealed that significant chromosomal abnormalities might be hidden within highly complex karyotypes. Therefore, extreme caution is required in the interpretation of interphase FISH results in MM, particularly in relation to certain abnormalities, such as 13q14 deletions, which have an impact on prognosis.     

Daily electromyography in females with Parkinson's disease: A potential indicator of frailty

Females with Parkinson's disease (PD) are at increased risk for frailty, yet are often excluded from frailty studies. Daily electromyography (EMG) recordings of muscle activity can dissociate stages of frailty and indicate functional decline in non-neurological conditions. The purpose of this investigation was to determine whether muscle activity can be used to identify frailty phenotypes in females with PD. EMG during a typical 6.5-h day was examined in biceps brachii, triceps brachii, vastus lateralis and biceps femoris on less-affected PD side. Muscle activity was quantified through burst (>2% maximum exertion, >0.1 s) and gap characteristics (<1% maximum exertion, >0.1 s). Differences across frailty phenotype (nonfrail, prefrail, frail) and muscle (biceps brachii, BB; triceps brachii, TB; vastus lateralis, VL; biceps femoris, BF) were evaluated with a 2-way repeated measure ANOVA for each burst/gap characteristic. Thirteen right-handed females (mean = 67 ± 8 years) were classified as nonfrail (n = 4), prefrail (n = 6), and frail (n = 3) according to the Cardiovascular Health Study frailty index (CHSfi). Frail females had 73% decreased gaps and 48% increased burst duration compared with nonfrail. Decreased gaps may be interpreted as reduced muscle recovery time, which may result in earlier onset fatigue and eventually culminating in frailty. Longer burst durations suggest more muscle activity is required to initiate movement leading to slower movement time in frail females with PD. This is the first study to use EMG to dissociate frailty phenotypes in females with PD during routine daily activities and provides insight into how PD-associated motor declines contributes to frailty and functional decline.     

Fractional Exhaled Nitric Oxide in the Interpretation of Specific Inhalational Challenge Tests for Occupational Asthma

Purpose

Fractional exhaled nitric oxide (FE_NO) measurements are recommended for the assessment of eosinophilic airway inflammation in asthma. Clinically relevant increases in FE_NO have been reported 24 h after positive specific inhalational challenge (SIC) tests in occupational asthma. We aimed to determine whether positive SICs could be discriminated from control tests, on the basis of change in FE_NO.

Methods

We reviewed all positive SICs to a variety of agents performed at our institution 2008–2012 and gathered data on age, sex, asthmatic response (immediate/dual/late), smoking status, inhaled corticosteroid usage, and FE_NO pre- and 24-h postcontrol and positive SIC from each worker. Changes in FE_NO after positive SICs were compared with control SICs from each worker, by using paired Student’s t tests.

Results

In 16 workers, negative control challenges were associated with mean changes in FE_NO of 9 % (95 % CI ?1.14 to 19.01) or 1.1 ppb (95 % CI ?3.59 to 5.84); 2 of 16 (13 %) workers tested showed increases in FE_NO that were clinically relevant based on recent guidelines. Subsequent positive SICs were associated with mean changes in FE_NO of 7 % (95 % CI ?15.73 to 29.6) or 2.1 ppb (95 % CI ?6.07 to 10.19), which were not significantly different to controls; only 2 of 16 (13 %) workers had FE_NO changes that were clinically relevant.

Conclusions

FE_NO changes above the upper confidence limits of ≥20 % or ≥6 ppb may be considered to be outside the range of normality. However, the majority of workers who had clearly positive SICs to common low molecular weight agents also had no statistically or clinically relevant increase in FE_NO. Therefore, change in FE_NO does not predict a positive SIC in this group.     

European Myeloma Network recommendations on the evaluation and treatment of newly diagnosed patients with multiple myeloma

Multiple myeloma management has undergone profound changes in the past thanks to advances in our understanding of the disease biology and improvements in treatment and supportive care approaches. This article presents recommendations of the European Myeloma Network for newly diagnosed patients based on the GRADE system for level of evidence. All patients with symptomatic disease should undergo risk stratification to classify patients for International Staging System stage (level of evidence: 1A) and for cytogenetically defined high- versus standard-risk groups (2B). Novel-agent-based induction and up-front autologous stem cell transplantation in medically fit patients remains the standard of care (1A). Induction therapy should include a triple combination of bortezomib, with either adriamycin or thalidomide and dexamethasone (1A), or with cyclophosphamide and dexamethasone (2B). Currently, allogeneic stem cell transplantation may be considered for young patients with high-risk disease and preferably in the context of a clinical trial (2B). Thalidomide (1B) or lenalidomide (1A) maintenance increases progression-free survival and possibly overall survival (2B). Bortezomib-based regimens are a valuable consolidation option, especially for patients who failed excellent response after autologous stem cell transplantation (2A). Bortezomib-melphalan-prednisone or melphalan-prednisone-thalidomide are the standards of care for transplant-ineligible patients (1A). Melphalan-prednisone-lenalidomide with lenalidomide maintenance increases progression-free survival, but overall survival data are needed. New data from the phase III study (MM-020/IFM 07-01) of lenalidomide-low-dose dexamethasone reached its primary end point of a statistically significant improvement in progression-free survival as compared to melphalan-prednisone-thalidomide and provides further evidence for the efficacy of lenalidomide-low-dose dexamethasone in transplant-ineligible patients (2B).     

The prevalence of fibromyalgia in axial spondyloarthritis

Rheumatology International - Comorbid fibromyalgia, in axial spondyloarthritis (axSpA) has been shown to influence disease activity and function, and quality of life. Although several papers exist,...