Chemical modification and nuclear magnetic resonance studies on human plasminogen kringle 4. Assignment of tyrosine and histidine resonances to specific residues in the sequence

Validation and identification of anoikis-related lncRNA signatures for improving prognosis in clear cell renal cell carcinoma

BACKGROUND

Clear cell carcinoma (ccRCC) usually has a high metastasis rate and high mortality rate. To enable precise risk stratification, there is a need for novel biomarkers. As one form of apoptosis, anoikis results from the disruption of cell-cell connection or cell-ECM attachment. However, the impact of anoikis-related lncRNAs on ccRCC has not yet received adequate attention.

METHODS

The study utilized univariate Cox regression analysis in order to identify the overall survival (OS) associated anoikis-related lncRNAs (ARLs), followed by the LASSO algorithm for selection. On this basis, a risk model was subsequently established using five anoikis-related lncRNAs. To dig the inner molecular mechanism, KEGG, GO, and GSVA analyses were conducted. Additionally, the immune infiltration landscape was estimated using the ESTIMATE, CIBERSORT, and ssGSEA algorithms.

RESULTS

The study constructed a novel risk model based on five ARLs (AC092611.2, AC027601.2, AC103809.1, AL133215.2, and AL162586.1). Patients categorized as low-risk exhibited significantly better OS. Notably, the study observed marked different immune infiltration landscapes and drug sensitivity by risk stratification. Additionally, the study preliminarily explored potential signal pathways associated with risk stratification.

CONCLUSION

The study exhibited the crucial role of ARLs in the carcinogenesis of ccRCC, potentially through differential immune infiltration. Furthermore, the established risk model could serve as a valuable stratification factor for predicting OS prognosis.

Crystal structures of the recombinant kringle 1 domain of human plasminogen in complexes with the ligands epsilon-aminocaproic acid and trans-4-(aminomethyl)cyclohexane-1-carboxylic Acid

The X-ray crystal structures of the complexes of the recombinant kringle 1 domain of human plasminogen (Klpg) with the ligands epsilon-aminocaproic acid (EACA) and trans-4-(aminomethyl)cyclohexane-1-carboxylic acid (AMCHA), which are representative of a class of in vivo antifibrinolytic agents, have been determined at 2.1 angstroms resolution. Each Klpg/ligand unit cell contained a dimer of the complexes, and some small differences were noted in the kringle/ligand interatomic distances within the monomeric components of the dimers. The structures obtained allowed predictions to be made of the amino acid residues of Klpg that are likely important to ligand binding. In the crystal structure, the anionic center of Klpg responsible for coordinating the amino group of the ligands is composed of both Asp54 and Asp56, and the cationic center that stabilizes binding of the carboxylate moiety of the ligands is Arg70, with a possible contribution from Arg34. A hydrogen bond between the carboxylate of the ligand to the hydroxyl group of Tyr63 also appears to contribute to the kringle/ligand binding energies. The methylene groups of the ligand are stablized in the binding pocket by van der Waals contacts with side-chain atoms of Trp61 and Tyr71. These conclusions are in general agreement with site-directed mutagenesis results that implicate many of the same amino acid residues in the binding process, thus showing that the crystal and solution structures are in basic accord with each other. Further comparisons of the X-ray crystal structures of the Klpg/ligand complexes with each other and with apo-Klpg show that while small differences in Klpg side-chain geometries may exist in the three structures, the binding pocket can be considered to be preformed in the apokringle and not substantially altered by the nature of the omega-amino acid ligand that is inserted into the site. From the similar geometries of the binding of EACA and AMCHA, it appears that the kon is an important component to the tighter binding of AMCHA to Klpg, as compared to EACA. Ordered solvation effects of the bound AMCHA may contribute to its longer lifetime on Klpg, thereby retarding koff, both effects thus accounting for the higher binding energy of AMCHA as compared to EACA.

Solution structure of the epsilon-aminohexanoic acid complex of human plasminogen kringle 1

The solution structure of the human plasminogen kringle 1 domain complexed to the antifibrinolytic drug 6-aminohexanoic acid (epsilon Ahx) was obtained on the basis of 1H-NMR spectroscopic data and dynamical simulated annealing calculations. Two sets of structures were derived starting from (a) random coil conformations and (b) the (mutated) crystallographic structure of the homologous prothrombin kringle 1. The two sets display essentially the same backbone folding (pairwise root-mean-square deviation, 0.15 nm) indicating that, regardless of the initial structure, the data is sufficient to locate a conformation corresponding to an essentially unique energy minimum. The conformations of residues connected to prolines were localized to energetically preferred regions of the Ramachandran map. The Pro30 peptide bond is proposed to be cis. The ligand-binding site of the kringle 1 is a shallow cavity composed of Pro33, Phe36, Trp62, Tyr64, Tyr72 and Tyr74. Doubly charged anionic and cationic centers configured by the side chains of Asp55 and Asp57, and Arg34 and Arg71, respectively, contribute to anchoring the zwitterionic epsilon Ahx molecule at the binding site. The ligand exhibits closer contacts with the kringle anionic centers (approximately 0.35 nm average O...H distance between the Asp55/Asp57 carboxylate and ligand amino groups) than with the cationic ones (approximately 0.52 nm closest O...H distances between the ligand carboxylate and the Arg34/Arg71 guanidino groups). The epsilon Ahx hydrocarbon chain rests flanked by Pro33, Tyr64, Tyr72 and Tyr74 on one side and Phe36 on the other. Dipolar (Overhauser) connectivities indicate that the ligand aliphatic moiety establishes close contacts with the Phe36 and Trp62 aromatic rings. The computed structure suggests that the epsilon Ahx molecule adopts a kinked conformation when complexed to kringle 1, effectively shortening its dipole length to approximately 0.65 nm.

Direct identification of lysine-33 as the principal cationic center of the omega-amino acid binding site of the recombinant kringle 2 domain of tissue-type plasminogen activator

We have generated site-specific mutants of the kringle 2 domain of tissue-type plasminogen activator [( K2tPA]) in order to identify directly the cationic center of the protein that is responsible for its interaction with the carboxyl group of important omega-amino acid effector molecules, such as epsilon-amino caproic acid (EACA). Molecular modeling of [K2tPA], docked with EACA, based on crystal structures of the kringle 2 region of prothrombin and the kringle 4 domain of human plasminogen, clearly shows that Lys33 is the only positively charged amino acid in [K2tPA] that is sufficiently proximal to the carboxyl group of the ligand to stabilize this interaction. In order to examine directly the importance of this particular amino acid residue in this interaction, we have constructed, expressed, and purified three recombinant (r) mutants of [K2tPA], viz., Lys33Thr, Lys33Leu, and Lys33Arg, and found that only the last variant retained significant ability to interact with EACA and several of its structural analogues at neutral pH. In addition, another mutated r-[K2tPA], i.e., Lys33His, interacts very weakly with omega-amino acids at neutral pH and much more strongly at lower pH values where His33 would be expected to undergo protonation. This demonstrates that any positively charged amino acid at position 33 satisfies the requirement for mediation of significant bindings to this class of molecules. Since, in other kringles, positively charged residues at amino acid sequence positions homologous to Lys68, Arg70, and Arg71 of [K2tPA] have been found to participate in kringle interactions with EACA-like compounds, we have also examined the binding of EACA, and some of its analogues, to three additional r-[K2tPA] variants, i.e., Lys68Ala, Arg70Ala, and Arg71Ala. In each case, binding of these omega-amino acids to the variant kringles was observed, with only the Lys68Ala variant showing a slightly diminished capacity for this interaction. These investigations provide clear and direct evidence that Lys33 is the principal cationic site in wild-type r-[K2tPA] that directly interacts with the carboxyl group of omega-amino acid effector molecules.

The refined structure of the epsilon-aminocaproic acid complex of human plasminogen kringle 4

The crystallographic structure of the plasminogen kringle 4-epsilon-aminocaproic acid (ACA) complex (K4-ACA) has been solved by molecular replacement rotation-translation methods utilizing the refined apo-K4 structure as a search model (Mulichak et al., 1991), and it has been refined to an R value of 0.148 at 2.25-A resolution. The K4-ACA structure consists of two interkringle residues, the kringle along with the ACA ligand, and 106 water molecules. The lysine-binding site has been confirmed to be a relatively open and shallow depression, lined by aromatic rings of Trp62, Phe64, and Trp72, which provide a highly nonpolar environment between doubly charged anionic and cationic centers formed by Asp55/Asp57 and Lys35/Arg71. A zwitterionic ACA ligand molecule is held by hydrogen-bonded ion pair interactions and van der Waals contacts between the charged centers. The lysine-binding site of apo-K4 and K4-ACA have been compared: the rms differences in main-chain and side-chain positions are 0.25 and 0.69 A, respectively, both practically within error of the determinations. The largest deviations in the binding site are due to different crystal packing interactions. Thus, the lysine-binding site appears to be preformed, and lysine binding does not require conformational changes of the host. The results of NMR studies of lysine binding with K4 are correlated with the structure of K4-ACA and agree well.

Topological mirror images in protein structure computation: an underestimated problem

When calculating three-dimensional structures from NMR data, alternative solutions with very large RMS deviation can be obtained. Sometimes local or global inversions of the protein folding can be observed. We call these different solutions topological mirror images, as they keep the correct amino acid chirality. They are observed when the number of restraints is insufficient and represent different solutions from the same scalar information. Therefore they are common in small peptides where the NMR data are often limited and the secondary structure is not very well defined. They can also be observed in large molecules in regions of higher flexibility. In our experience the observation of topological mirror images is independent of the efficiency of sampling of the algorithm used. We present four examples of proteins with different size and folding. We also discuss ways to distinguish among the different solutions.

Solution structure of the kringle 4 domain from human plasminogen by 1H nuclear magnetic resonance spectroscopy and distance geometry

Kringle 4 is an autonomous structural and folding domain within the proenzyme plasminogen. Homologous domains are found throughout the blood clotting and fibrinolytic proteins. In this paper, we present the almost complete assignment of the 1H nuclear magnetic resonance (n.m.r.) spectrum of the kringle 4 domain of human plasminogen. A detailed structural analysis has been completed. The sequential pattern of nuclear Overhauser enhancements indicated little regular secondary structure but rather a series of turns and loops connecting beta-strands. A small stretch of antiparallel beta-sheet was identified between the residues 61 to 63 and 71 to 73 and the close proximity of other strands was determined from two-dimensional nuclear Overhauser enhancement spectra. Slowly exchanging amide (NH) resonances were found to be associated with residues of the beta-sheet and neighbouring strands that support the hydrophobic core of the domain. A total of 526 interproton distance constraints and two hydrogen bonds were specified as input to the distance geometry program DISGEO. Tertiary structures were produced that were consistent with the n.m.r. data. The structures were compared with that of our earlier model based on n.m.r. studies and with that of prothrombin fragment 1 determined crystallographically.

Ligand-binding effects on the kringle 4 domain from human plasminogen: a study by laser photo-CIDNP 1H-NMR spectroscopy

Photo-chemically induced dynamic nuclear polarization (photo-CIDNP) one-dimensional and two-dimensional (2D) 1H-NMR techniques have been applied to the study of the kringle 4 domain of human plasminogen both ligand-free and complexed to the antifibrinolytic drugs epsilon-aminocaproic acid and p-benzylaminesulfonic acid (BASA). A number of aromatic side-chains (His3, Trp72, Tyr41, Tyr50 and Tyr74) appear to be exposed and accessible to 3-N-carboxymethyl-lumiflavin, the photopolarizing flavin dye, both in the presence and in the absence of ligands. A lesser exposure is observed for the Trp25 and Trp62 indole groups in the presence of BASA. The spin-spin (J-coupling) and dipolar (Overhauser) connectivities in the 2D experiments afford absolute assignment of aromatic resonances for the above residues, as well as of those stemming from the Trp72 ring in the presence of BASA. Moreover, a number of H beta resonances can be identified and sorted according to specific types of amino acid residues.

Analysis of the aromatic 1H-NMR spectrum of the kringle 5 domain from human plasminogen. Evidence for a conserved kringle fold

A kringle 5 domain fragment from human plasminogen has been investigated by 1H-NMR spectroscopy at 300 MHz and 620 MHz. The study focuses on the kringle 5 aromatic spectrum as aromatic side chains appear to mediate the binding of benzamidine. Spin-echo experiments and acid/base-titration studies in conjunction with two-dimensional double-quantum and chemical-shift-correlated spectroscopies were used to identify individual spin systems. Sequence-specific assignments of aromatic resonances are derived from direct comparison of the kringle 5 spectrum with spectra of the homologous kringle 1 and kringle 4 domains of plasminogen. As previously observed for kringles 1 and 4, the pattern we detect for Tyr9 in kringle 5 reflects a slow conformational exchange between two states in equilibrium, one in which the Tyr9 ring is freely mobile and one in which its flip dynamics are constrained. Proton Overhauser experiments in 1H2O and in 2H2O have been used to probe aromatic ring interactions and to identify residues which are part of the hydrophobic core centered at the Leu46 side chain. Overall, the data indicate a strong structural homology among the three plasminogen kringles.

Analysis of the aliphatic 1H-NMR spectrum of plasminogen kringle 4. A comparative study of human, porcine, bovine and chicken homologs

The aliphatic 1H-NMR spectrum of the kringle 4 domain of human plasminogen has been studied via two-dimensional chemical shift correlated (COSY) and nuclear Overhauser correlated (NOESY) experiments at 300 MHz and 620 MHz. A number of aliphatic proton spin systems have been identified and several definite assignments have been made. This was mainly achieved by comparison of the human kringle 4 spectrum with spectra of the porcine, bovine and chicken homologs and also with that of the kringle 1 from human plasminogen on which we have reported previously. The three valyl and two leucyl residues of human kringle 4 have been assigned. The eleven threonyl spin systems have been identified via a RELAYED-COSY experiment and Thr17 has been assigned. The three alanyl spin systems have been identified and assigned. Six seryl spin systems have been identified and the signals from the seven glycyl residues of human kringle 4 have been located with Gly45 assigned. Furthermore, 24 AMX spin systems have been mapped in the COSY spectrum of human kringle 4 and H alpha-H beta,beta' spin systems of Tyr2, Tyr41, Tyr50, Tyr74, Trp25 and Trp62 have been assigned. From the spectrum of a deglycosylated chicken homolog, the epsilon-methyl singlets of Met28 and Met48 have been assigned. Finally, ligand effects on selected aliphatic resonances were observed which could be analyzed in terms of residues likely to neighbor the kringle lysine-binding site.

Two-dimensional 1H-NMR studies of the solution structure of plasminogen kringle 4

Native kringle 4 from human plasminogen has been studied by two-dimensional 1H-NMR methods in order to obtain new structural information about the kringle fold. Two-dimensional scalar correlated spectroscopy (COSY), two-dimensional dipolar correlated spectroscopy (NOESY) and two-dimensional relayed coherance transfer spectroscopy (RCT) experiments were recorded, allowing most resonances arising from the aromatic and methyl-containing residues to be assigned in the spectrum. From an analysis of NOE data, a small segment of double-stranded beta-sheet has been identified near residues Phe63 and Thr64. Further analysis of the NOESY spectrum has allowed detailed study of the conformation of sidechains located in regions near Leu45 and Val69. A model has been constructed of the polypeptide segment comprising residues 40-49 which accounts for the observed NOE interactions.

Lysine/fibrin binding sites of kringles modeled after the structure of kringle 1 of prothrombin

The Lys binding site of kringle 1 and 4 (K1 and K4) of plasminogen (PG) has been modeled on the basis of the three-dimensional structure of kringle 1 of prothrombin and 300- and 600-MHZ proton nuclear magnetic resonance observations. These structures were then compared to the corresponding regions of modeled kringle 1 and 2 of tissue plasminogen activator (PA). The coordinates of the modeled structures have been refined by energy minimization in the presence and absence of epsilon-aminocaproic acid ligand in order basically to remove unacceptable van der Waals contacts. The binding site is characterized by an apparent dipolar surface, the polar parts of which are separated by a hydrophobic region of highly conserved aromatic residues. Zwitterionic ligands such as Lys and epsilon-aminocaproic acid form ion pair interactions with Asp55 and Asp57 located on the dipolar surface; the latter are also conserved in all the Lys binding kringles. The cationic center of the dipolar surface is Arg71, in the case of PGK4, and is composed of Arg34 and Arg71 in PGK1. The doubly charged anionic/cationic interaction centers of the latter might account for the larger binding constants of PGK1 for like-ligands but the modeling suggests that PGK4 might be kinetically faster in binding bulkier ligands. The binding site region of PAK2, which also binds Lys, resembles those of PGK1 and PGK4. Since PAK2 lacks both cationic center Arg residues, ligand carboxylate binding appears to be accomplished though an imidazolium ion of His64, which is located just below the outer surface of the kringle.

Proton magnetic resonance study of lysine-binding to the kringle 4 domain of human plasminogen. The structure of the binding site

The binding of L-Lys, D-Lys and epsilon-aminocaproic acid (epsilon ACA) to the kringle 4 domain of human plasminogen has been investigated via one and two-dimensional 1H-nuclear magnetic resonance spectroscopy at 300 and 600 MHz. Ligand-kringle association constants (Ka) were determined assuming single site binding. At 295 K, pH 7.2, D-Lys binds to kringle 4 much more weakly (Ka = 1.2 mM-1) than does L-Lys (Ka = 24.4 mM-1). L-Lys binding to kringle 4 causes the appearance of ring current-shifted high-field resonances within the -1 approximately less than delta approximately less than 0 parts per million range. The ligand origin of these signals has been confirmed by examining the spectra of kringle 4 titrated with deuterated L-Lys. A systematic analysis of ligand-induced shifts on the aromatic resonances of kringle 4 has been carried out on the basis of 300 MHz two-dimensional chemical shift correlated (COSY) and double quantum correlated spectroscopies. Significant differences in the effect of L-Lys and D-Lys binding to kringle 4 have been observed in the aromatic COSY spectrum. In particular, the His31 H4 and Trp72 H2 singlets and the Phe64 multiplets appear to be the most sensitive to the particular enantiomers, indicating that these residues are in proximity to the ligand C alpha center. In contrast, the rest of the indole spectrum of Trp72 and the aromatic resonances of Trp62 and Tyr74, which are affected by ligand presence, are insensitive to the optical nature of the ligand isomer. These results, together with two-dimensional proton Overhauser studies and ligand-kringle saturation transfer experiments reported previously, enabled us to generate a model of the kringle 4 ligand-binding site from the crystallographic co-ordinates of the prothrombin kringle 1. The latter, although lacking recognizable lysine-binding capability, is otherwise structurally homologous to the plasminogen kringles.

Isolation, purification and 1H-NMR characterization of a kringle 5 domain fragment from human plasminogen

A scheme is proposed for generating the intact Val-448-Phe-545 polypeptide of human plasminogen which contains the fifth kringle domain of the plasmin heavy chain. The procedure is based on a pepsin fragmentation of miniplasminogen and involves the purification of the kringle 5-containing fragment by gel filtration and ion-exchange chromatography. The final product is characterized by amino acid analysis, N- and C-terminal analyses, and high-resolution 1H-NMR spectroscopy at both 300 MHz and 611 MHz. We detect a (40:60%) Asp/Asn heterogeneity at site 452 of the Glu-plasminogen molecule. In the conventional kringle numbering system, the kringle 5 domain extends from Cys-1 to Cys-80, which corresponds to Cys-461 to Cys-540 in plasminogen. A preliminary 1H-NMR characterization of kringle 5 focuses on the global conformational features of the polypeptide. Assignments are given for a number of resonances, including the Tyr-72, the His imidazoles' and the Trp indoles' spin systems. Comparison with human plasminogen kringles 1 and 4 shows that the kringle 5 conformation is highly structured and very similar to that of the homologous domains. This conservancy is particularly striking in the environment surrounding Leu-46 and in the overall features of the aromatic spectrum. There are some differences, particularly in the buried His-33 imidazole group, whose H2 resonance is shifted to 9.67 ppm. A preliminary study of benzamidine-binding shows that the ligand interacts weakly (Ka approximately equal to 1.7 mM -1) mainly through the amidino functional group. Trp-62 and Tyr-72 are significantly perturbed by benzamidine, suggesting that these residues are part of the ligand-binding site.

The aromatic 1H-NMR spectrum of plasminogen kringle 4. A comparative study of human, porcine and bovine homologs

The isolated kringle 4 domain of human plasminogen has been compared with homologous structures from bovine and porcine sources, both free and in the presence of the ligand 6-aminohexanoic acid, by two-dimensional 1H-NMR spectroscopies at 300 MHz and 600 MHz. The chemical-shift-correlated, spin-echo-correlated, and double-quantum-correlated aromatic spectra of the three proteins reveal that the globular conformation of the fourth kringle is closely maintained throughout the set of homologs. Direct comparison shows that the three conserved Trp residues (at sites 25, 62 and 72) which exhibit highly non-degenerate subspectra, find themselves in similar intramolecular environments. In particular, proton Overhauser experiments reveal that the close steric interaction between the Trp-II (Trp62 or Trp25) indole group and the aromatic ring at site 74 (Tyr74 or Phe74) is strictly preserved. This feature forces the kringle inner loop, closed by the Cys51-Cys75 link, to fold back onto itself so as to place the site 74 residue proximal to the Cys22-Cys63 bridge. Single-residue substitutions enable unambiguous assignments of His-I to His3, Tyr-III to Tyr41 and Tyr-IV to Tyr74. From this direct evidence, comparison with the kringle 1 spectrum, and the previously reported chemical modification of Tyr-II (Tyr50) [Trexler M., Bányai L., Patthy L., Pluck N. D. & Williams R. J. P. (1985) Eur. J. Biochem. 152, 439-446], Tyr-I and Tyr-V (the latter, an immobile ring on the 600-MHz time scale) could be assigned to Tyr2 and Tyr9, respectively. Since Trp-III has previously been assigned to Trp72 at the lysine-binding site, the present study completes the assignment of 10 out of 12 aromatic spin systems in the kringle 4 1H-NMR spectrum; the only ambiguity which remains concerns the Trp-I and Trp-II indole spin systems, which are totally identified but as yet only tentatively assigned to Trp25 and Trp62, respectively.

Examination of the secondary structure of the kringle 4 domain of human plasminogen

The structure of a small region of human plasminogen (F4), consisting of amino acid residues Val354-Ala439 and containing its kringle 4 (K4) domain (residues Cys357-Cys434), has been predicted from Chou-Fasman calculations and hydropathy profiles, and compared to circular dichroism (CD) measurements on the isolated fragment. Calculations, by the Chou-Fasman method, of the probabilities of various types of secondary structures that exist in this region reveal that no helical structures are present. Of the total of 86 amino acid residues present in this K4-containing peptide region, 37% can adopt conformations of beta-pleated sheets, 48% of the amino acids can exist in beta-turns, and 15% of the residues can be present as coils. The structure of F4 in dilute aqueous solution has been experimentally evaluated by CD measurements. At pH = 7.4, in dilute salt solutions, a total of 64% beta-structures, 30% beta-turns, and 6% coiled structures is estimated to be present in this peptide region. Consideration of the marginal stability of many of the conformational regions of F4, as predicted by Chou-Fasman calculations, suggests that secondary structural flexibility is present in this fragment, which could result in ready adoption of new conformations. The hydropathy profile of F4 has been determined and suggests that this polypeptide is highly hydrophilic, especially in the regions of residues His387-Tyr396 and Cys406-Lys413. Thus, it appears as though a large portion of the surface of F4 can be exposed to solvent in its native conformation.