Back to Authors

Khalfaoui, Latifa

A5031025690 | I4210125099

Mayo Clinic

Mayo Clinic in Arizona

Citations 13

SenoQuant: One-stop AI software for senescence marker analysis and prediction

No container title available | June 21, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.06.18.733222

Abstract Senescent cells accumulate with age and contribute to tissue dysfunction, yet their identification in tissues is challenging due to low abundance, heterogeneous phenotypes, and the lack of specific markers. Senescence-associated features span multiple subcellular compartments, including nuclear DNA damage foci, cytosolic protein changes, and perinuclear alterations, each requiring tailored detection strategies. To overcome these challenges, we developed SenoQuant ( https://github.com/HaamsRee/senoquant ), a versatile software designed for comprehensive, accurate, and unbiased spatial quantification and prediction of senescence markers across diverse tissue contexts. Utilizing AI models, SenoQuant enables precise nuclear and cytoplasmic segmentation and detection of senescence markers across low- and high-plex imaging modalities, applicable to cultured cells and tissue sections from mice and humans. The platform also supports custom AI models; for example, we built SenCeption, a proof-of-concept predictor of single-cell p21 status from DAPI-stained nuclei in human skin. Available as a free napari plugin, SenoQuant is widely accessible to researchers. By providing a unified approach to senescence analysis and prediction, SenoQuant opens new opportunities for exploring the complex biology of senescence and its impacts on aging and disease.
Aging, brain-derived neurotrophic factor, and allergen-induced pulmonary responses in mice

American Journal of Physiology-Lung Cellular and Molecular Physiology | October 22, 2024 | Volume: 328 | Issue: 2 | Pages: L290-L300

10.1152/ajplung.00145.2024 | PMID 39437757

The pathogenesis of asthma in elderly is not well understood. Using a mouse model of asthma, we show that aging results in decreased lung function and less responsiveness to allergen exposure, impacted by locally produced brain-derived neurotrophic factor. Aging also decreases allergen-induced inflammation but increases airway remodeling and senescence. Our results suggest that senescence pathways may contribute to asthma pathogenesis in elderly.
BMAL1 sex‐specific effects in the neonatal mouse airway exposed to moderate hyperoxia

Physiological Reports | June 29, 2024 | Volume: 12 | Issue: 13 | Pages: No page available

10.14814/phy2.16122 | PMID 38942729

AbstractSupplemental O2 (hyperoxia) is a critical intervention for premature infants (<34 weeks) but consequently is associated with development of bronchial airway hyperreactivity (AHR) and asthma. Clinical practice shifted toward the use of moderate hyperoxia (<60% O2), but risk for subsequent airway disease remains. In mouse models of moderate hyperoxia, neonatal mice have increased AHR with effects on airway smooth muscle (ASM), a cell type involved in airway tone, bronchodilation, and remodeling. Understanding mechanisms by which moderate O2 during the perinatal period initiates sustained airway changes is critical to drive therapeutic advancements toward treating airway diseases. We propose that cellular clock factor BMAL1 is functionally important in developing mouse airways. In adult mice, cellular clocks target pathways highly relevant to asthma pathophysiology and Bmal1 deletion increases inflammatory response, worsens lung function, and impacts survival outcomes. Our understanding of BMAL1 in the developing lung is limited, but our previous findings show functional relevance of clocks in human fetal ASM exposed to O2. Here, we characterize Bmal1 in our established mouse neonatal hyperoxia model. Our data show that Bmal1 KO deleteriously impacts the developing lung in the context of O2 and these data highlight the importance of neonatal sex in understanding airway disease.
Spatial Profiling of Bronchial Airways in Asthma and COPD

A99. LOOKING UNDER THE HOOD: DIAGNOSTIC TOOLS TO PHENOTYPE SEVERE ASTHMA | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A2777-A2777

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2777

Functional Role of Glial Derived Neurotrophic Factor in a Mixed Allergen Murine Model of Asthma

B79. AIRWAY SMOOTH MUSCLE IN ASTHMA | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A4459-A4459

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4459

Nicotinic receptors in airway disease

American Journal of Physiology-Lung Cellular and Molecular Physiology | December 12, 2023 | Volume: 326 | Issue: 2 | Pages: L149-L163

10.1152/ajplung.00268.2023 | PMID 38084408

With continued smoking of tobacco products and expanded use of nicotine delivery devices worldwide, understanding the impact of smoking and vaping on respiratory health remains a major global unmet need. Although multiple studies have shown a strong association between smoking and asthma, there is a relative paucity of mechanistic understanding of how elements in cigarette smoke impact the airway. Recognizing that nicotine is a major component in both smoking and vaping products, it is critical to understand the mechanisms by which nicotine impacts airways and promotes lung diseases such as asthma. There is now increasing evidence that α7 nicotinic acetylcholine receptors (α7nAChRs) are critical players in nicotine effects on airways, but the mechanisms by which α7nAChR influences different airway cell types have not been widely explored. In this review, we highlight and integrate the current state of knowledge regarding nicotine and α7nAChR in the context of asthma and identify potential approaches to alleviate the impact of smoking and vaping on the lungs.
Functional role of glial-derived neurotrophic factor in a mixed allergen murine model of asthma

American Journal of Physiology-Lung Cellular and Molecular Physiology | November 21, 2023 | Volume: 326 | Issue: 1 | Pages: L19-L28

10.1152/ajplung.00099.2023 | PMID 37987758

Local production of growth factors within the airway with autocrine/paracrine effects can promote features of asthma. Here, we show that glial-derived neurotrophic factor (GDNF) is a procontractile and proremodeling factor that contributes to allergen-induced airway hyperreactivity and tissue remodeling in a mouse model of asthma. Blocking GDNF signaling attenuates allergen-induced airway hyperreactivity and remodeling, suggesting a novel approach to alleviating structural and functional changes in the asthmatic airway.
Piezo channels in stretch effects on developing human airway smooth muscle

American Journal of Physiology-Lung Cellular and Molecular Physiology | September 12, 2023 | Volume: 325 | Issue: 5 | Pages: L542-L551

10.1152/ajplung.00008.2023 | PMID 37697925

Piezo channels were first described just over a decade ago and their function in the lung is largely unknown. We found that piezo channels are present and functional in the developing airway and contribute to intracellular calcium responses and extracellular matrix remodeling in the setting of stretch. This may improve our understanding of the mechanisms behind development of chronic airway diseases, such as asthma, in former preterm infants exposed to respiratory support, such as continuous positive airway pressure (CPAP).
Functional α7 nicotinic receptors in human airway smooth muscle increase intracellular calcium concentration and contractility in asthmatics

American Journal of Physiology-Lung Cellular and Molecular Physiology | May 16, 2023 | Volume: 325 | Issue: 1 | Pages: L17-L29

10.1152/ajplung.00260.2022 | PMID 37192375

Cigarette smoking and vaping exacerbate asthma. Understanding the mechanisms of nicotine effects in asthmatic airways is important. This study demonstrates that functional alpha7 nicotinic acetylcholine receptors (α7nAChRs) are expressed in human airway smooth muscle, including from asthmatics, and enhance intracellular calcium and contractility. Although a7nAChRs are associated with neuronal pathways, α7nAChR in smooth muscle suggests inhaled nicotine (e.g., vaping) can directly influence airway contractility. Targeting α7nAChR may represent a novel approach to alleviating airway hyperresponsiveness in asthma.
Senescence Induction in Aging Asthmatic Airway Cells

B20. THE ONLY CONSTANT IS CHANGE: NEW INSIGHTS INTO AIRWAY REMODELING | May 1, 2023 | Volume: No volume available | Issue: No issue available | Pages: A2807-A2807

10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2807