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Lin Y, Yang Y, Xiang N, Wang L, Zheng T, Zhuo X, Shi R, Su X, Liu Y, Liao G, Du L, Huang J. Characterization and trajectories of hematological parameters prior to severe COVID-19 based on a large-scale prospective health checkup cohort in western China: a longitudinal study of 13-year follow-up. BMC Med 2024; 22:105. [PMID: 38454462 PMCID: PMC10921814 DOI: 10.1186/s12916-024-03326-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 02/27/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND The relaxation of the "zero-COVID" policy on Dec. 7, 2022, in China posed a major public health threat recently. Complete blood count test was discovered to have complicated relationships with COVID-19 after the infection, while very few studies could track long-term monitoring of the health status and identify the characterization of hematological parameters prior to COVID-19. METHODS Based on a 13-year longitudinal prospective health checkup cohort of ~ 480,000 participants in West China Hospital, the largest medical center in western China, we documented 998 participants with a laboratory-confirmed diagnosis of COVID-19 during the 1 month after the policy. We performed a time-to-event analysis to explore the associations of severe COVID-19 patients diagnosed, with 34 different hematological parameters at the baseline level prior to COVID-19, including the whole and the subtypes of white and red blood cells. RESULTS A total of 998 participants with a positive SARS-CoV-2 test were documented in the cohort, 42 of which were severe cases. For white blood cell-related parameters, a higher level of basophil percentage (HR = 6.164, 95% CI = 2.066-18.393, P = 0.001) and monocyte percentage (HR = 1.283, 95% CI = 1.046-1.573, P = 0.017) were found associated with the severe COVID-19. For lymphocyte-related parameters, a lower level of lymphocyte count (HR = 0.571, 95% CI = 0.341-0.955, P = 0.033), and a higher CD4/CD8 ratio (HR = 2.473, 95% CI = 1.009-6.059, P = 0.048) were found related to the risk of severe COVID-19. We also observed that abnormality of red cell distribution width (RDW), mean corpuscular hemoglobin concentration (MCHC), and hemoglobin might also be involved in the development of severe COVID-19. The different trajectory patterns of RDW-SD and white blood cell count, including lymphocyte and neutrophil, prior to the infection were also discovered to have significant associations with the risk of severe COVID-19 (all P < 0.05). CONCLUSIONS Our findings might help decision-makers and clinicians to classify different risk groups of population due to outbreaks including COVID-19. They could not only optimize the allocation of medical resources, but also help them be more proactive instead of reactive to long COVID-19 or even other outbreaks in the future.
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Affiliation(s)
- Yifei Lin
- Department of Urology, Innovation Institute for Integration of Medicine and Engineering, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Yong Yang
- Health Management Center, General Practice Medical Center, Innovation Institute for Integration of Medicine and Engineering, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Nanyan Xiang
- Department of Urology, Innovation Institute for Integration of Medicine and Engineering, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Le Wang
- Department of Urology, Innovation Institute for Integration of Medicine and Engineering, Frontiers Science Center for Disease-Related Molecular Network, Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Tao Zheng
- Engineering Research Center of Medical Information Technology, Ministry of Education, West China Hospital of Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Xuejun Zhuo
- Engineering Research Center of Medical Information Technology, Ministry of Education, West China Hospital of Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Rui Shi
- Engineering Research Center of Medical Information Technology, Ministry of Education, West China Hospital of Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Xiaoyi Su
- Department of Urology, Innovation Institute for Integration of Medicine and Engineering, Chinese Evidence-Based Medicine Center, West China Hospital, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Yan Liu
- Department of Neurosurgery, Innovation Institute for Integration of Medicine and Engineering, Ministry of Education, West China Hospital of Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Ga Liao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, People's Republic of China
| | - Liang Du
- Department of Urology, Innovation Institute for Integration of Medicine and Engineering, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.
| | - Jin Huang
- Department of Urology, Innovation Institute for Integration of Medicine and Engineering, West China Hospital, Sichuan University, Chengdu, Sichuan, People's Republic of China.
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Figus C, Stephens NB, Sorrentino R, Bortolini E, Arrighi S, Higgins OA, Lugli F, Marciani G, Oxilia G, Romandini M, Silvestrini S, Baruffaldi F, Belcastro MG, Bernardini F, Festa A, Hajdu T, Mateovics‐László O, Pap I, Szeniczey T, Tuniz C, Ryan TM, Benazzi S. Morphologies in-between: The impact of the first steps on the human talus. Anat Rec (Hoboken) 2023; 306:124-142. [PMID: 35656925 PMCID: PMC10083965 DOI: 10.1002/ar.25010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 05/15/2022] [Accepted: 05/16/2022] [Indexed: 01/29/2023]
Abstract
OBJECTIVE The development of bipedalism is a very complex activity that contributes to shaping the anatomy of the foot. The talus, which starts ossifying in utero, may account for the developing stages from the late gestational phase onwards. Here, we explore the early development of the talus in both its internal and external morphology to broaden the knowledge of the anatomical changes that occur during early development. MATERIALS AND METHODS The sample consists of high-resolution microCT scans of 28 modern juvenile tali (from 36 prenatal weeks to 2 years), from a broad chronological range from the Late Roman period to the 20th century. We applied geometric morphometric and whole-bone trabecular analysis to investigate the early talar morphological changes. RESULTS In the youngest group (<6 postnatal months), the immature external shell is accompanied by an isotropic internal structure, with thin and densely packed trabeculae. After the initial attempts of locomotion, bone volume fraction decreases, while anisotropy and trabecular thickness increase. These internal changes correspond to the maturation of the external shell, which is now more defined and shows the development of the articular surfaces. DISCUSSION The internal and external morphology of the human talus reflects the diverse load on the foot during the initial phases of the bipedal locomotion, with the youngest group potentially reflecting the lack of readiness of the human talus to bear forces and perform bipedal walking. These results highlight the link between mechanical loading and bone development in the human talus during the acquisition of bipedalism, providing new insight into the early phases of talar development.
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Affiliation(s)
- Carla Figus
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Nicholas B. Stephens
- Department of AnthropologyPennsylvania State UniversityState CollegePennsylvaniaUSA
| | - Rita Sorrentino
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
- Department of Biological, Geological and Environmental Sciences – BigeaUniversity of BolognaBolognaItaly
| | - Eugenio Bortolini
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
- Human Ecology and Archaeology (HUMANE)IMF, CSI0CBarcelonaSpain
| | - Simona Arrighi
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Owen A. Higgins
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Federico Lugli
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Giulia Marciani
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
- Research Unit Prehistory and Anthropology, Department of Physical Sciences, Earth and EnvironmentUniversity of SienaSienaItaly
| | - Gregorio Oxilia
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Matteo Romandini
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Sara Silvestrini
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Fabio Baruffaldi
- Laboratory of Medical TechnologyIRCCS Istituto Ortopedico RizzoliBolognaItaly
| | - Maria Giovanna Belcastro
- Department of Biological, Geological and Environmental Sciences – BigeaUniversity of BolognaBolognaItaly
| | - Federico Bernardini
- Department of Humanistic StudiesUniversità Ca'FoscariVeneziaItaly
- Multidisciplinary LaboratoryAbdus Salam International Centre for Theoretical PhysicsTriesteItaly
| | - Anna Festa
- Laboratory of Medical TechnologyIRCCS Istituto Ortopedico RizzoliBolognaItaly
| | - Tamás Hajdu
- Department of Biological Anthropology, Institute of Biology, Faculty of ScienceEötvös Loránd UniversityBudapestHungary
| | | | - Ildiko Pap
- Department of Biological Anthropology, Institute of Biology, Faculty of ScienceEötvös Loránd UniversityBudapestHungary
- Department of Biological Anthropology, Institute of Biology, Faculty of Science and InformaticsSzeged UniversitySzegedHungary
- Department of AnthropologyHungarian Natural History MuseumBudapestHungary
| | - Tamás Szeniczey
- Department of Biological Anthropology, Institute of Biology, Faculty of ScienceEötvös Loránd UniversityBudapestHungary
| | - Claudio Tuniz
- Multidisciplinary LaboratoryAbdus Salam International Centre for Theoretical PhysicsTriesteItaly
- Centre for Archaeological ScienceUniversity of WollongongWollongongNew South WalesAustralia
| | - Timothy M. Ryan
- Department of AnthropologyPennsylvania State UniversityState CollegePennsylvaniaUSA
| | - Stefano Benazzi
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
- Department of Human EvolutionMax Planck Institute for Evolutionary AnthropologyLeipzigGermany
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Figus C, Stephens NB, Sorrentino R, Bortolini E, Arrighi S, Lugli F, Marciani G, Oxilia G, Romandini M, Silvestrini S, Baruffaldi F, Belcastro MG, Bernardini F, Erjavec I, Festa A, Hajdu T, Mateovics‐László O, Novak M, Pap I, Szeniczey T, Tuniz C, Ryan TM, Benazzi S. Human talar ontogeny: Insights from morphological and trabecular changes during postnatal growth. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2022; 179:211-228. [PMCID: PMC9804293 DOI: 10.1002/ajpa.24596] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 05/19/2022] [Accepted: 07/04/2022] [Indexed: 08/11/2023]
Abstract
Objectives The study of the development of human bipedalism can provide a unique perspective on the evolution of morphology and behavior across species. To generate new knowledge of these mechanisms, we analyze changes in both internal and external morphology of the growing human talus in a sample of modern human juveniles using an innovative approach. Materials and Methods The sample consists of high‐resolution microCT scans of 70 modern juvenile tali, aged between 8 postnatal weeks and 10 years old, from a broad chronological range from Middle/Late Neolithic, that is, between 4800 and 4500 BCE, to the 20th century. We applied geometric morphometric and whole‐bone trabecular analysis (bone volume fraction, degree of anisotropy, trabecular number, thickness, and spacing) to all specimens to identify changes in the external and internal morphology during growth. Morphometric maps were also generated. Results During the first year of life, the talus has an immature and globular shape, with a dense, compact, and rather isotropic trabecular architecture, with numerous trabeculae packed closely together. This pattern changes while children acquire a more mature gait, and the talus tends to have a lower bone volume fraction, a higher anisotropy, and a more mature shape. Discussion The changes in talar internal and external morphologies reflect the different loading patterns experienced during growth, gradually shifting from an “unspecialized” morphology to a more complex one, following the development of bipedal gait. Our research shows that talar plasticity, even though genetically driven, may show mechanical influences and contribute to tracking the main locomotor milestones.
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Affiliation(s)
- Carla Figus
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Nicholas B. Stephens
- Department of AnthropologyPennsylvania State UniversityUniversity ParkPennsylvaniaUSA
| | - Rita Sorrentino
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
- Department of Biological, Geological and Environmental Sciences – BigeaUniversity of BolognaBolognaItaly
| | - Eugenio Bortolini
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
- Human Ecology and Archaeology (HUMANE)BarcelonaSpain
| | - Simona Arrighi
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Federico Lugli
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Giulia Marciani
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Gregorio Oxilia
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Matteo Romandini
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Sara Silvestrini
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
| | - Fabio Baruffaldi
- Laboratory of Medical TechnologyIRCCS Istituto Ortopedico RizzoliBolognaItaly
| | - Maria Giovanna Belcastro
- Department of Biological, Geological and Environmental Sciences – BigeaUniversity of BolognaBolognaItaly
| | - Federico Bernardini
- Department of Humanistic StudiesUniversità Ca'FoscariVeneziaItaly
- Multidisciplinary LaboratoryAbdus Salam International Centre for Theoretical PhysicsTriesteItaly
| | - Igor Erjavec
- Laboratory for Mineralized TissueCentre for Translational and Clinical ResearchZagrebCroatia
| | - Anna Festa
- Laboratory of Medical TechnologyIRCCS Istituto Ortopedico RizzoliBolognaItaly
| | - Tamás Hajdu
- Department of Biological Anthropology, Institute of Biology, Faculty of ScienceEötvös Loránd UniversityBudapestHungary
| | | | - Mario Novak
- Centre for Applied BioanthropologyInstitute for Anthropological ResearchZagrebCroatia
| | - Ildikó Pap
- Department of Biological Anthropology, Institute of Biology, Faculty of ScienceEötvös Loránd UniversityBudapestHungary
- Department of AnthropologyHungarian Natural History MuseumBudapestHungary
- Department of Biological Anthropology, Institute of Biology, Faculty of Science and InformaticsSzeged UniversitySzegedHungary
| | - Tamás Szeniczey
- Department of Biological Anthropology, Institute of Biology, Faculty of ScienceEötvös Loránd UniversityBudapestHungary
| | - Claudio Tuniz
- Multidisciplinary LaboratoryAbdus Salam International Centre for Theoretical PhysicsTriesteItaly
- Centre for Archaeological ScienceUniversity of WollongongWollongongAustralia
| | - Timothy M. Ryan
- Department of AnthropologyPennsylvania State UniversityUniversity ParkPennsylvaniaUSA
| | - Stefano Benazzi
- Department of Cultural HeritageUniversity of BolognaRavennaItaly
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Nadell JA, Elton S, Kovarovic K. Ontogenetic and morphological variation in primate long bones reflects signals of size and behavior. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2020; 174:327-351. [PMID: 33368154 DOI: 10.1002/ajpa.24198] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/08/2020] [Accepted: 11/19/2020] [Indexed: 11/05/2022]
Abstract
OBJECTIVES Many primates change their locomotor behavior as they mature from infancy to adulthood. Here we investigate how long bone cross-sectional geometry in Pan, Gorilla, Pongo, Hylobatidae, and Macaca varies in shape and form over ontogeny, including whether specific diaphyseal cross sections exhibit signals of periosteal adaptation or canalization. MATERIALS AND METHODS Diaphyseal cross sections were analyzed in an ontogenetic series across infant, juvenile, and adult subgroups. Three-dimensional laser-scanned long bone models were sectioned at midshaft (50% of biomechanical length) and distally (20%) along the humerus and femur. Traditional axis ratios acted as indices of cross-sectional circularity, while geometric morphometric techniques were used to study cross-sectional allometry and ontogenetic trajectory. RESULTS The humeral midshaft is a strong indicator of posture and locomotor profile in the sample across development, while the mid-femur appears more reflective of shifts in size. By comparison, the distal diaphyses of both limb elements are more ontogenetically constrained, where periosteal shape is largely static across development relative to size, irrespective of a given taxon's behavior or ecology. DISCUSSION Primate limb shape is not only highly variable between taxa over development, but at discrete humeral and femoral diaphyseal locations. Overall, periosteal shape of the humeral and femoral midshaft cross sections closely reflects ontogenetic transitions in behavior and size, respectively, while distal shape in both bones appears more genetically constrained across intraspecific development, regardless of posture or size. These findings support prior research on tradeoffs between function and safety along the limbs.
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Affiliation(s)
- Jason A Nadell
- Department of Anthropology, Durham University, Durham, United Kingdom
| | - Sarah Elton
- Department of Anthropology, Durham University, Durham, United Kingdom
| | - Kris Kovarovic
- Department of Anthropology, Durham University, Durham, United Kingdom
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Simons EA, Turley K, Frost SR. Phylogenetic Perspectives on Catarrhine Talo-Crural Joint Phenotypic Plasticity. Anat Rec (Hoboken) 2019; 302:1977-1984. [PMID: 31120200 DOI: 10.1002/ar.24180] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/13/2018] [Accepted: 01/01/2019] [Indexed: 11/06/2022]
Abstract
Previous investigations of the primate talo-crural joint (TCJ; specifically on the talus and distal tibia) have demonstrated that substrate preference significantly influences morphology, but this association is not necessarily found in subadults. This has been interpreted as the result of a plastic, behaviorally induced response of bone due to substrate use. In this investigation, we use geometric morphometric and phylogenetic comparative methods to investigate ontogenetic phenotypic plasticity in the catarrhine TCJ. Osteological specimens from four African hominoid and four cercopithecid species, divided into subadult and adult developmental stages based on molar eruption, formed the study group. We tested for phylogenetic signal in the shape of both the talar and tibial articular surfaces, at both developmental stages. We then used phylomorphospaces to examine the evolution of shape differences at each developmental stage for each element, and to determine if substrate usage is associated with shape in this phylogenetic context. A significant phylogenetic signal was found for both articular surfaces in subadults, but not adults. In phylomorphospace, both talar and tibial articular morphologies show an association with substrate preference in adults, but not in subadults. Our results provide confirmation of the significant effect of habitual substrate usage and the consequences of bone remodeling during ontogeny on the shape and presentation of the TCJ. These results also suggest caution when using adult talo-tibial shapes to evaluate phylogenetic relationships as TCJ morphology can be considered as a palimpsest, with substrate usage overwriting phylogenetic information in adult specimens. Anat Rec, 302:1977-1984, 2019. © 2019 American Association for Anatomy.
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Affiliation(s)
- Evan A Simons
- Department of Anthropology, University of Oregon, Eugene, Oregon
| | - Kevin Turley
- Department of Anthropology, University of Oregon, Eugene, Oregon
| | - Stephen R Frost
- Department of Anthropology, University of Oregon, Eugene, Oregon
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