Biology subjects

Zaman, K.

Publications and source records attributed to Zaman, K..

5 recordsLinked to original sources

bioRxiv2026

EnsPlex: Integrative Protein Complex Prediction through Multi-source Complementary Structural Sampling and Topology-Aware Candidate Selection

Protein complex structure prediction depends on both the breadth of candidate coverage and the ability to select accurate models within a limited output budget. Most existing approaches emphasize only one stage. End-to-end models and molecular docking workflows generate candidate structures, whereas quality-assessment models primarily rerank a predefined candidate pool. A complete strategy must account for complementary sampling across generators, differences among scoring scales and the allocation of final candidate quotas. Here, EnsPlex is presented as a multi-source framework that couples structural sampling with candidate selection for protein-protein interaction complex prediction. EnsPlex combines conformation-expanded docking, AlphaFold-Multimer, AlphaFold3 and Boltz-1 to expand the sampled conformational space. Conformation-expanded docking comprises monomer conformational expansion followed by flexible HADDOCK docking. FACET is trained to predict candidate quality using DockQ and its component metrics as supervision. Across 102 antigen-antibody systems, EnsPlex achieved up to a 27.8% relative improvement in target success rate over AlphaFold3 with its built-in ranking under matched output budgets. FACET also improved within-source ranking in the internal candidate pools and in homology-filtered external data. These findings support the utility of EnsPlex for structure prediction in the evaluated antigen-antibody systems.

bioinformatics↗

bioRxiv2025

LOX inhibition disrupts a collagen-integrin-MYC axis as a translatable targeting strategy in invasive lobular carcinoma

Invasive lobular carcinoma (ILC) accounts for 15% of breast cancers yet lacks specific therapy because ILCs are underrepresented in clinical trials and preclinical models are lacking. We established intraductal xenograft models to test whether the clinical pan-lysyl-oxidase PXS-5505, now in phase trials for myelofibrosis can exploit the collagen-rich matrix dependency created by CDH1 loss. PXS-5505 remodels fibrillar collagen, and halts tumor expansion and metastatic seeding across ER+ and triple negative models without systemic toxicity. Genome-wide CRISPR screens reveal ITGAV and ITGB5 as synthetic lethal partners of CDH1 and LOX inhibition downregulates their expression together with MYC, NF-{kappa}B, and AP-1 transcriptional programmes. Collagen fibre density/alignment, and MYC/AP-1 gene signatures serve as pharmacodynamic readouts of drug activity. These data uncover a tractable ECM-integrin-MYC axis in ILC and nominate PXS-5505, alone or with endocrine therapy, for window of opportunity trials in this understudied breast cancer subtype. One Sentence SummaryTargeting matrix remodelling in ILC inhibits ILC progression and alters multiple molecular endpoints, providing a translatable therapeutic strategy for this understudied subtype that requires better treatments.

cancer biology↗

bioRxiv2020

The early evolution of oral poliovirus vaccine is shaped by strong positive selection and tight transmission bottlenecks

The evolution of circulating vaccine-derived polioviruses (cVDPV) from components of the live-attenuated oral poliovirus vaccine (OPV) presents a major challenge to global polio eradication. This process has largely been characterized by consensus sequencing of isolates collected from routine surveillance, and little is known about the early evolution of OPV within vaccinated hosts. These early events are critical steps in the progression of OPV to cVDPV. Here, we use whole genome, high depth of coverage sequencing to define the evolutionary trajectories of monovalent type 2 OPV in a cluster-randomized trial of polio vaccines in Matlab, Bangladesh. By sequencing 416 longitudinal samples from 219 mOPV2 recipients and 81 samples from 52 household contacts, we were able to examine the extent of convergent evolution in vaccine recipients and track the amount of viral diversity transmitted to new hosts. Using time-series data from a synchronized point of vaccine administration, we identify strong positive selection of reversion mutations at three known attenuating sites within two months post-vaccination. Beyond these three recognized "gate-keeper" mutations, we identify 19 mutations that exhibit significant parallelism across vaccine recipients, providing evidence for early positive selection not previously detected by phylogenetic inference. An analysis of shared genetic variants in samples from vaccinated individuals and their household contacts suggests a tight effective bottleneck during transmission. The absence of positively selected variants among household contacts across the cohort suggests that this tight bottleneck limits the transmission of these early adaptive mutations. Together, our results highlight the distinct evolutionary dynamics of live attenuated virus vaccines and have important implications for the success of novel OPV2 and other next generation approaches. SignificanceThe emergence of circulating vaccine-derived polioviruses (cVDPV) through evolution of the oral polio vaccine (OPV) poses a significant obstacle to global eradication. Understanding the genetic changes in OPV that occur as it evolves and transmits in populations is important for preventing future cVDPV outbreaks. Little is known about the early events in VDPV evolution and the selective forces that drive them. We used high depth-of-coverage genome sequencing to assess the within-host evolutionary dynamics of monovalent type 2 OPV in a vaccine trial in Matlab, Bangladesh. We leverage longitudinal sampling from vaccine recipients and household contacts to identify mutations that arise in parallel across individuals and estimate the size of the transmission bottleneck. We find evidence for strong positive selection on key sites in the capsid and the 5 noncoding region, many of which have not been previously identified. Our results also suggest that narrow transmission bottlenecks can constrain the spread of mutations selected within individuals. These results provide important insights into how OPV variants spread in populations and are highly relevant for ongoing poliovirus surveillance and the design of improved polio vaccines.

microbiology↗

bioRxiv2020

Association of poor virus specific immunoglobulin G antibodyresponses with higher viral load is seen in Bangladeshi pregnantwomen having acute Hepatitis E Genotype 1 infection

Although Hepatitis E viral illness is usually self-limiting, higher rates of morbidity and mortality are frequently observed during pregnancy in South Asian countries including Bangladesh. Of the four common variants, hepatitis E virus genotype 1 is mainly prevalent in South Asian countries. Pregnant women usually suffer from a state of immunosuppression. It is yet to be known whether virus specific immunoglobulin G (IgG) immune responses have any association with the vulnerability of pregnant women to acute hepatitis with E virus. The study aimed to compare the viral load and IgG responses of hepatitis E-infected pregnant women with that of non-pregnant women with same infection. Real Time -quantitative reverse transcription Polymerase Chain Reaction and Sanger sequencing were performed to determine the viral load and genotype, respectively, whereas Enzyme Linked Immunosorbent Assay method was used to determine hepatitis E virus specific serum IgG antibody index along with IgG avidity index. Although significant negative correlations were observed between log viral copy number and log IgG antibody index in the late acute phases of jaundice for both pregnant (r= -0.7971, p=0.0002) and non-pregnant women (r= -0.9117, p=0.0002), serum log viral copy number of pregnant women was significantly higher than that of the non-pregnant counterpart (p=0.0196) in the late acute stage of jaundice. In addition, log hepatitis E virus IgG antibody index of pregnant women was significantly lower than the non-pregnant women in the late phase of jaundice induced by hepatitis E virus (p=0.0303). Moreover, pregnant women with acute hepatitis E had higher cross-reactive IgG than in the non-pregnant women (p=0.0017). All the patients got infected with hepatitis E virus were in Genotype 1 variety. The study demonstrates that virus-specific poor IgG responses might be responsible for vulnerability of pregnant women to acute hepatitis with hepatitis E virus. Author SummaryAcute hepatitis caused by hepatitis E virus (HEV) Genotype 1 is a public health problem in Asian countries and especially it poses a potential health threat to pregnant women causing 19% to 25% mortality, particularly in South Asian countries including Bangladesh. The study aimed to explore whether HEV IgG immune responses were compromised during pregnancy, which might contribute to higher viral load and disease severity. Accordingly, pregnant and non-pregnant women with acute hepatitis (clinically presented with nausea, loss of appetite and /or jaundice) were enrolled from different tertiary care hospitals in Dhaka city. All these patients were screened and hepatitis E were differentiated from other hepatitis (caused by A, B, C) using Enzyme Linked Immunosorbent Assay (ELISA) methods. HEV IgG antibody/avidity indices and viral loads were measured using ELISA and real time quantitative polymerase chain reaction (RT-qPCR), respectively. The study showed that pregnant women with acute hepatitis E had lower IgG indices with higher viral load than their non-pregnant counterpart. Overall, the study revealed that virus-specific poor IgG responses might render pregnant women vulnerable to acute hepatitis E of varying degree of severity which might be associated with higher viral load.

immunology↗

bioRxiv2018

Intraductal patient derived xenografts of estrogen receptor positive breast cancer recapitulate the histopathological spectrum and metastatic potential of human lesions

Estrogen receptor positive (ER+) or \"luminal\" breast cancers were notoriously difficult to establish as patient-derived xenografts (PDXs). We and others recently demonstrated that the microenvironment is critical for ER+ tumor cells; by grafting them into milk ducts >90% take rates are achieved and many features of the human disease are recapitulated. This intra-ductal (ID) approach holds promise for personalized medicine, yet human and murine stroma are organized differently and this and other species specificities may limit the value of this model. Here, we analyzed 21 ER+ ID-PDXs histopathologically. We find that ID-PDXs vary in extent and define four histopathological patterns: flat, lobular, in situ, and invasive, which occur in pure and combined forms. The ID-PDXs replicate earlier stages of tumor development than their clinical counterparts. Micrometastases are already detected when lesions appear in situ. Tumor extent, histopathological patterns, and metastatic load correlate with biological properties of their tumors of origin. Our findings add evidence to the validity of the intraductal model for in vivo studies of ER+ breast cancer and raise the intriguing possibility that tumor cell dissemination may occur earlier than currently thought.\n\nConflict of interest statementThe authors declare no conflict of interest.

cancer biology↗