Abstract
Metabolism is a challenging subject for bioscience students due to the intrinsic complexity of the metabolic network, as well as that of the overlapping mechanisms of metabolic regulation. Collaborative learning based on a problem-based learning approach can help students to successfully learn and understand metabolism. In the present article, we propose a selection of exercises, problems, and cases aimed to focus students’ attention on the scientific work made by Sir Hans Krebs and his collaborators to elucidate four main metabolic cycles, as well as on the study of these cycles, their regulation, and their metabolic integration. The objectives, the tools, and the implementation of this proposal are described, and the results obtained during its first implementation with volunteer students enrolled in two courses on metabolic regulation at our university are presented and discussed. These volunteer students signed a learning contract and were randomly distributed in small groups (3–4 students each). Application of this collaborative learning activity to our classrooms has been very satisfactory, as evidenced by an improvement in the volunteers’ academic performance and a very positive perception by most of them, who declared to be “very satisfied” or “satisfied” with their experience and felt that they had learned more.
Keywords: Second-Year Undergraduate, Biochemistry, Collaborative Learning, Problem Solving, Bioenergetics, Metabolism
Introduction
The citric acid cycle is at the core of oxidative energetic metabolism. This cyclic metabolic pathway consists of eight enzymatically catalyzed reactions allowing for the rupture of the C–C bond of acetate with the concomitant production of both actual chemical energy (either ATP or GTP) and potential chemical energy (in the form of the reducing potential of NADH and FDAH2). In each turn of the cycle, two C atoms enter in the form of an acetyl-CoA and two C atoms (different from those entering in the same turn) are released in the form of two CO2 molecules, while one GTP (or ATP), 3 NADH, and one FADH2 are yielded. Furthermore, this central nucleus of oxidative metabolism is a metabolic roundabout to which main avenues of carbohydrate, lipid, and nitrogen metabolism converge and diverge. All this justifies why most biochemistry textbooks dedicate a separate chapter to explain this cycle, each of its enzymes, and its regulation.1−3
Very frequently, the citric acid cycle is called the Krebs cycle, in homage to Sir Hans Krebs, one of the most relevant biochemists of the 20th century and a Nobel prize winner, who played a key role in the elucidation of this metabolic pathway as a cycle.4 In contrast, it is not so well known that Krebs’ group contributed to the elucidation of three other metabolic cycles: the urea and the uric acid cycles, two pathways of nitrogen organic compounds metabolism, and the glyoxylate cycle, an anabolic pathway connecting lipids and carbohydrates in germinating oilseeds.5,6
In the present work, we described the design and contents of a teaching-learning sequence (TLS) consisting in a selection of exercises, problems, and cases regarding the scientific figure of Sir Hans Krebs and his four metabolic cycles, their regulation, and evolutive considerations as a useful tool to promote collaborative learning among undergraduate biochemistry students. We also analyze the impact of this activity on enrolled students.
Objectives
With this experience, we aimed to achieve a main objective: To improve the teaching-learning process within courses on metabolism. Metabolism is a dynamic and complex network able to reprogram itself continuously in response to internal and environmental changes.7 This, along with its multiple levels of regulation and integration, contributes to make metabolism a study subject particularly difficult for biology, biochemistry, and other biosciences students.8,9 To achieve this first goal, and following the scheme of a complete TLS, a Problem-Based Learning (PBL) approach has been applied.10−13 Herein we will use the term PBL in its “weak” meaning, that is, learning based in the resolution of problems and cases, as it has been frequently used in articles published in journals of science education, including the Journal of Chemical Education.14−21 The active learning strategy presented in this manuscript was established by proposing a numerous and varied set of guided tasks, differing from the traditional PBL approach, in which a “problem” is presented for students to solve. The design, implementation, and evaluation of this teaching resource has been monitored through the use of an educational research methodology named Design-Based Research (DBR).22
A second objective was to contribute to change certain attitudes of students, decreasing their competitiveness and increasing their motivation and predisposition to collaborate. To achieve this goal, we stimulated students’ engagement with collaborative study procedures in a flipped classroom, thus allowing for a less hierarchical and more horizontal class, with the professor in the role of a facilitator/guide.23
The Tools
The Educational Research Methodology
As mentioned above, we made use of a DBR methodology.24−26 The term “design research” encompasses a broad spectrum of research approaches, basically of a qualitative nature, which share characteristic ways of approaching problems and the design of innovative educational environments. The purpose of design studies is to analyze, in order to understand and improve, the teaching and learning processes in specific contexts by systematically designing and studying particular forms of learning, teaching strategies, and tools.
This methodology makes use of a helix-shaped sequence of three iterative stages: (a) the stage of teaching resources design; (b) the stage of implementation of the design in the classroom; and (c) the stage of retrospective analysis, leading to potential improvements in the design stage in a second round.27Figure 1 is a scheme of the used DBR methodology. In the present study, we describe and discuss the first cycle of design, implementation, and retrospective analysis of the designed PBL.
The PBL Design and Contents
During the academic course 2018–2019, we designed the contents of the PBL devoted to the four metabolic cycles described by Krebs and his group. It included 46 guided tasks organized around 4 topics, as shown in Table 1. The complete set of proposed exercises, problems, and cases, some of them with closed answers and others with open answers, covers different parts of the contents of a Metabolic Regulation course, including energy metabolism, anabolic conversion of lipids into carbohydrates, and nitrogen metabolism and excretion. The guided inquiries contained in the whole activity contribute to the commitment of small groups of students to be actively involved in a collaborative learning environment. An English version of the PBL is included here as Supporting Information SI1.
Table 1. Topics Covered by Our Proposed Problem-Based Learning (PBL) Case on the Four Metabolic Cycles Described by Hans Krebs.
Topics covered | Number of guide tasks per topic |
---|---|
Historical issues regarding the scientific work made by Sir Hans Krebs | 6 |
On the structure and properties of some molecules involved in Krebs’ cycles and the topology of these cycles | 10 |
On the four metabolic cycles described by Krebs, their regulation, and their metabolic integration | 21 |
On diseases linked to a bad functioning of the Krebs’ cycles | 9 |
Some of the guided tasks were selected from popular biochemistry textbooks and students’ guides. Other tasks were designed with the aim of encouraging our students to read scientific articles or to make use of interesting online resources and biological databases. We consider particularly stimulating for our students the inclusion of tools and products generated and worked out by those of previous academic courses. Regarding this point, we should mention the project “The Krebs bicycle”, a radio program recorded and later presented in false direct by students of the subject Metabolic Biochemistry at the Botanic Garden of the University of Málaga (Spain) on June 1, 2013. The whole transcripts of this excellent, funny, and rigorous student-driven project are contained in a monographic issue of the popular science journal Encuentros en la Biología (Encounters in Biology, in Spanish), one of the published references we provide our students to read.28
Tables 2 and 3 list the articles and online resources, respectively, that our students had to consult to fulfill the tasks included in the PBL on the four metabolic cycles of Krebs.
Table 2. List of Articles That Students Had to Consult to Fulfill the Tasks Included in the PBL on the Four Metabolic Cycles of Krebs.
Topics covered | Articles |
---|---|
A short story on α-ketoglutarate | Bootland33 |
Kpath tool | Navas-Delgado et al.34 |
Krebs and his trinity of cycles | Kornberg5 |
On a primordial, reversible Krebs cycle in a facultative thermophilic, chemo/lithosautotrophic organism | Nunoura et al.35 |
On a putative evolutive, nonenzymatic precursor of the Krebs cycle | Keller et al.36 |
On a putative reverse Krebs cycle under anaerobic conditions | Maden37 |
On adaptive responses to oxygen limitation in E. coli | Spiro and Guest38 |
On amino acid transporters in diseases | Bröer and Palacín39 |
On flux modes in the plant Krebs cycle | Sweetlove et al.40 |
On metabolic reprogramming | Medina7 |
On oncometabolites | Collins et al.41 |
On PubChem 3D viewer tool | Bolton et al.42 |
On Sir Hans Krebs’ biography and scientific achievements | Quesada43 |
On the forgotten fourth metabolic cycles described by Krebs | Salway6 |
On the reaction of fluorcitrate with aconitase | Lauble et al.44 |
PhenUMA tool | Rodríguez-López et al.45 |
The transcript of “The Krebs bicycle” and more | Pineda et al.28 |
Table 3. List of Online Resources and Biological Databases That Students Had to Consult to Fulfill the Tasks Included in the PBL on the Four Metabolic Cycles of Krebs.
Online resources and biological databases | Topic covered |
---|---|
nobelprize.org | Nobel prize (1953) to Hans Krebs and Fritz Lipmann |
wikipathways.org | Tool on metabolic pathways |
browser.kpath.khaos.uma.es | Kpath tool (for metabolic pathways) |
ebi.ac.uk/pdbe/ | Database on protein 3D structures |
pubchem.ncbi.nlm.nih.gov | Chemical compounds database |
genecards.org | A human gene database |
https://riuma.uma.es/xmlui/handle/10630/19824 | A freely available book at the institutional repository of the University of Málaga |
omim.org | A database on Mendelian inheritance in man |
orpha.net | The European database of rare diseases |
phenuma.clinbioinfosspa.es | PhenUMA tool (for phenotypes) |
https://www.clinicaltrials.gov | A US database on clinical trials |
The Teaching-Learning Sequence and Its Implementation
Once the content of the PBL was established, we designed the TLS29 represented as a flowchart in Figure 2. This TLS was constituted by a series of sequenced teaching/learning activities, which we tried to adapt to the reasoning ability and mean knowledge of our students. In the application of the PBL to this research, the guided tasks were given in the form of step-by-step questions, and the students were directed to work cooperatively in groups via these guided tasks. In addition, web pages and resources were provided for the research subjects. The circles in Figure 2 indicate the different data collection instruments used in the research and the specific times at which they were used. Figure 2 also includes a timeline identifying the approximate moments at which the different steps of the TLS were carried out. The timeline has an arrow at the right indicating that the analysis of data continued being performed after the end of the semester.
Once the specific contents were designed and selected (1 in Figure 2), the TLS flowchart continued with the overall presentation of the activity to the students (2 in Figure 2), who took a test on previous knowledge (3 in Figure 2) on the four metabolic cycles described by Krebs (an English version is included as Supporting Information SI2) and a test on previous knowledge (3 in Figure 2) regarding the PBL methodology (an English version is included as Supporting Information SI3). After the tests, volunteer students were selected and randomly grouped, and PBL was released (4 in Figure 2). Each group of students worked independently from each other and freely decided how to share their tasks and how to organize their collaborative work. Groups had up to 2 months to prepare their final report (5 in Figure 2), containing a complete reasoned response for each task, as well as a public declaration of the contribution of each member of the group to the final report. Up to the deadline for the delivery of the resolution reports (7 in Figure 2), each group was allowed to demand guidance and tutorial sessions from their professors (6 in Figure 2). After this deadline, a special 3–4 h resolution sharing session was carried out at the classroom with the presence and participation of all the enrolled students (8 and 9 in Figure 2). At the beginning of this session, students repeated the tests on knowledge regarding the studied metabolic cycles and the PBL methodology. At the end of this session, students took a test on their perception regarding the activity and provide anonymously their overall rating of their degree of satisfaction with the activity (an English version is included as Supporting Information SI4). At the end of the season the final exam was presented to both enrolled and not enrolled students (10 in Figure 2). At the stages of PBL release, tutorial sessions on demand, and resolution sharing in class, professors and an external observer made and annotated their own observations. Tests, reports, and exams were subjected to analysis beyond the end of the semester in June.
The Context of Implementation
Metabolism is a topic covered at the Faculty of Sciences of the University of Málaga (Spain) in 3 mandatory courses: one in the third academic year of the Degree in Chemistry, another one in the second academic year of the Degree in Biochemistry, and the third one in the second academic year of the Degree in Biology. These courses are mainly devoted to the study of metabolism, its regulation and its integration. This PBL was first implemented in the second semester of the academic course 2018–19 recruiting volunteer students enrolled in the courses of the Degrees in Biology and Biochemistry. Volunteer students signed a learning contract30 and were split in groups of 3–4 components chosen at random. Thirteen Metabolic Regulation (from the Degree in Biology) students were split in 4 groups and 47 Regulation of Metabolism (from the Degree in Biochemistry) students were split in 12 groups. The work with these students followed the TLS shown in Figure 1 and above commented.
In this work, the facilitator (M.A.M.), a full professor of Biochemistry and Molecular Biology with more than 30 years of teaching experience in these subjects, in addition to designing the activity, together with the other members of the research team (the authors of the article), presented the problem and the bibliographic resources to the students, proposed the work dynamics, attended the tutorials at the students’ request, directed the resolution sharing session, evaluated the PBL resolution reports, and designed and administered the exam.
Results and Discussion
Increased Capabilities of Enrolled Students in the Reading of Scientific Information
Most of our students arrive to the second-year course on metabolism with a poor or even nonexistent previous use of primary (original) or secondary (reviews) scientific literature. In fact, most of them declared that their own notes from the lessons were their primary source of information to prepare their courses and exams, followed by the eventual use of textbooks. Furthermore, most of our students were also not familiar with the use of biological databases and online resources. Actually, most of the URLs listed in Table 3 were previously unknown for our students. Therefore, to gain capabilities in the reading of primary and secondary scientific sources and to get familiarized themselves with those online resources are two major gains our volunteer enrolled students could obtain from this teaching experience.
Knowledge Acquisition
Pre and post multiple-choice tests showed a relevant specific knowledge improvement on the Krebs’ cycles case. Figure 3 shows that in the most crowded course (that of undergraduate students in the Degree in Biochemistry) there was an increase in the percentage of right answers from a 19% in the pretest to a 40% in the posttest. Similar figures were obtained in the course corresponding to the Degree in Biology. These figures suggest that the whole activity had an overall positive impact on the knowledge acquisition by the enrolled students. As previously uncovered by others, from our experience it becomes evident that working cooperatively in small groups on a complex collection of problems and cases has a very positive and robust effect on students learning biochemistry.31 However, there is still ample room for improvement. On the one hand the overall percentage of right answers in the posttest is still low. On the other hand, for questions Q3, Q6, and Q8 there was no improvement at all. This is in contrast with the overall high scores that most of the groups obtained with their reports. A brief selection of responses provided by students’ groups in their reports is included as Supporting Information SI5.
PBL methodology had a real impact not only in the overall knowledge of Krebs’ metabolic cyclic pathways but also on the study of the course on metabolic regulation as a whole for most of the enrolled students in both groups of the Biochemistry and Biology Degrees. In Metabolic Regulation (from the Degree in Biology) only 16% of students that did not enroll in this volunteer activity passed the final exam, in high contrast with the 46% of enrolled students that passed the final exam. This difference was even greater in Regulation of Metabolism (from the Degree in Biochemistry), where 20% of not enrolled students and 77% of enrolled students passed the final exam.
Students’ Previous Knowledge about the Methodology and Final Perception about the Activity
Regarding the PBL problem solving methodology, most of the students (both enrolled and not enrolled to this activity) declared they have not heard of and have never used the PBL approach prior to this course (results obtained from the test included as Supporting Information SI3). On the other hand, there was a general student consensus that they improve their learning experience by using this type of PBL, despite the major effort and dedication to solve the case (see Figure 4). Q1 (“I find this course useful and interesting”) addressed an overall perception by students on the course, which was mostly positive. Q16 is the overall rate provided by students to the PBL activity, which was not higher mainly because students perceived that this methodology requires more work and preparation (Q13).
There was an open question (Q17) asking: “After taking this course, what does Problem Based Learning mean to you?” Some responses provided by students to this question are shown in Supporting Information SI6. Q18 contained nine brief statements that should be valued from 1 (minimum) to 4 (maximum) with regards to (i) the degree of experience acquired by the students and (ii) the importance that the student attaches to each of the statements. The overall score for both was high, and very close to the maximum value 4 in the second case.
Conclusion
Our first experience with the application of the PBL approach to general course on metabolic regulation was carried out in the academic course 2017–2018 with a PBL case devoted to the study of glycogen, its metabolism, its regulation, and its integration.17 The tricarboxylic acid cycle is central for energy metabolism and a key topic to understand metabolic regulation. Although this Krebs cycle has been the center of the contents of some ten previous articles in the Journal of Chemical Education, none of them had a comprehensive approach such as this contribution describing the use of a collection of problems and cases within a TLS designed to have a real impact on students’ learning of metabolism. On the other hand, the other three Krebs’ cycles had no previous presence in the journal. Furthermore, a search within the ERIC database revealed that there was no previous article published in education and science education journals using this kind of approach for the teaching of Krebs metabolic cycles. Therefore, the present article contributes to full this gap in the literature.
The results obtained with the first implementation of the present PBL devoted to the four metabolic cycles confirms our initial conclusions: The increase in the percentages of correct answers in the posttest as compared with the pretest was greater among the volunteers than among the students that did not sign the learning contract. Furthermore, global scores were remarkably better for those volunteer students that had signed the learning contract rather than for those who did not. The contribution to these better scores of a relatively higher interest in the subject by enrolled students cannot be discarded.31 Most of the volunteers declared that they felt that this PBL approach has been useful for them, believed that they had learned more, but that they also have worked more and harder than for the resolution of other kinds of tasks. Overall, around an 80% of students enrolled in this study declared to be “very satisfied” or “satisfied” with their experience. This overall positive perception is clearly connected with the fact that the PBL approach actually was motivating and promoted the collaboration among the enrolled students. As previously revealed by others, PBL has a direct impact on students’ skills, mainly on those allowing them to work in teams successfully.31,32 Nonetheless, this study has still a major limitation, due to the relatively small number of enrolled students in this volunteer experience. Another important limitation is that this activity focuses only on some parts of the extensive contents of the syllabus of the metabolic regulation courses. During the four academic courses since the beginning of this kind of activity, the cumulative number of enrolled students has increased gradually, allowing us to reinforce our main conclusions. In these years, the second and subsequent cycles of TLS design within the framework of DBR methodology (Figure 1) have led us to introduce two slight but important changes in the TLS shown in Figure 2, namely the following: (1) During the two months where students work in small groups, we have added three compulsory progress sessions coordinated by the professor/facilitator in which all the enrolled groups exchange their experience and anticipate their respective progress in the activity. (2) The PBL activity is not released as a whole (point 4 in Figure 2) but in four parts, one at the beginning of students’ work on the activity, and the next ones immediately after each of the three compulsory progress sessions. Currently we have a number of different PBL cases covering most of the total contents of our metabolic regulation courses.
Acknowledgments
This work was supported by the University of Málaga (Spain) with funds granted to the educational innovation projects PIE15-163, PIE17-145, and PIE19-057. The experimental work carried out by our group is supported by grants PID2019-105010RB-I00 and EDU2017-82197-P (Spanish Ministry of Science and Innovation), UMA18-FEDERJA-220 (Andalusian Government and FEDER), as well as PY20_00257 and funds from PAIDI group BIO 267 (Andalusian Government). Funding for open access charge: Universidad de Málaga / CBUA
Supporting Information Available
The Supporting Information is available at https://pubs.acs.org/doi/10.1021/acs.jchemed.1c01038.
SI1: English version of the proposed PBL (PDF)
SI2: English version of the test on students’ knowledge regarding the four metabolic cycles of Krebs (PDF)
SI3: English version of the test on students’ previous knowledge of the PBL methodology (PDF)
SI4: English version of the perception test on Krebs and his four metabolic cycles PBL (PDF)
SI5: Some selected responses by students to problems and cases included in the PBL (PDF)
SI6: Some responses to the open question Q17 in the Perception Test (PDF)
The authors declare no competing financial interest.
Supplementary Material
References
- Voet D.; Voet J.. Biochemistry, 4th ed.; Wiley: New York, 2010; pp 789–822. [Google Scholar]
- Berg J. M.; Tymoczko J. L.; Gatto G. J. Jr.; Stryer L.. Biochemistry, 9th ed.; Macmillan: New York, NY, 2019; pp 541–572. [Google Scholar]
- Nelson D. L.; Cox M. M.. Lehninger Principles of Biochemistry, 8th ed.; Macmillan: New York, NY, 2021; pp 574–600. [Google Scholar]
- Krebs H. A.; Johnson W. A. The role of citric acid in intermediate metabolism in animal tissues. Enzymologia 1937, 4, 148–156. [DOI] [PubMed] [Google Scholar]; Reprinted in FEBS Lett. 1980, 117 ( (S1), ), K2–K10. [Google Scholar]
- Kornberg H. L. Krebs and his trinity of cycles. Nat. Rev. Mol. Cell. Biol. 2000, 1 (3), 225–228. 10.1038/35043073. [DOI] [PubMed] [Google Scholar]
- Salway J. G. The Krebs uric acid cycle: a forgotten Krebs cycle. Trends Biochem. Sci. 2018, 43 (11), 847–849. 10.1016/j.tibs.2018.04.012. [DOI] [PubMed] [Google Scholar]
- Medina M. A. Metabolic reprogramming is a hallmark of metabolism itself. BioEssays 2020, 42 (10), 2000058. 10.1002/bies.202000058. [DOI] [PubMed] [Google Scholar]
- Vella F. Difficulties in learning and teaching of Biochemistry. Biochem. Educ. 1990, 18 (1), 6–8. 10.1016/0307-4412(90)90004-8. [DOI] [Google Scholar]
- Wood E. J. Biochemistry is a difficult subject for both student and teacher. Biochem. Educ. 1990, 18 (4), 170–172. 10.1016/0307-4412(90)90123-6. [DOI] [Google Scholar]
- Méheut M.; Psillos D. Teaching-learning sequences: aims and tools for science education research. Int. J. Sci. Educ. 2004, 26 (5), 515–535. 10.1080/09500690310001614762. [DOI] [Google Scholar]
- Barrows H. S. A taxonomy of problem-based learning methods. Med. Educ. 1986, 20 (6), 481–486. 10.1111/j.1365-2923.1986.tb01386.x. [DOI] [PubMed] [Google Scholar]
- Gallagher S. A.; Sher B. T.; Stepien W. J.; Workman D. Implementing problem-based learning in science classrooms. School Sci. Math. 1995, 95 (3), 136–146. 10.1111/j.1949-8594.1995.tb15748.x. [DOI] [Google Scholar]
- Dolmans D. H. J. M.; Loyens S. M. M.; Marcq H.; Gijbels D. Deep and surface learning in problem-based learning: a review of the literature. Adv. Health Sci. Educ. 2016, 21 (5), 1087–1112. 10.1007/s10459-015-9645-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Offmann B.; Cadet F. Redox-active disulfides in plant light switch. A PBL problem. Biochem. Mol. Biol. Educ. 2002, 30 (4), 249–254. 10.1002/bmb.2002.494030040069. [DOI] [Google Scholar]
- Szeberenyi J. The regulation of the function of the tumor suppressor protein p53. Biochem. Mol. Biol. Educ. 2003, 31 (6), 435–436. 10.1002/bmb.2003.494031060286. [DOI] [Google Scholar]
- Szeberenyi J. An in-gel enzyme assay. Biochem. Mol. Biol. Educ. 2004, 32 (4), 269–270. 10.1002/bmb.2004.494032040371. [DOI] [PubMed] [Google Scholar]
- García-Ponce A. L.; Martínez-Poveda B.; Blanco-López A.; Quesada A. R.; Suárez F.; Alonso-Carrión F. J.; Medina M. A. A problem-/case-based learning approach as an useful tool for studying glycogen metabolism and its regulation. Biochem. Mol Biol. Educ. 2021, 49 (2), 236–241. 10.1002/bmb.21449. [DOI] [PubMed] [Google Scholar]
- Dods R. F. A problem-based learning design for teaching biochemistry. J. Chem. Educ. 1996, 73 (3), 225–228. 10.1021/ed073p225. [DOI] [Google Scholar]
- Saloranta T.; Lönqvist J. E.; Eklund P. C. Transforming undergraduate students into junior researchers: oxidation-reduction sequence as a problem-based case study. J. Chem. Educ. 2016, 93 (5), 841–846. 10.1021/acs.jchemed.5b00495. [DOI] [Google Scholar]
- Quattrucci J. G. Problem-based approach to teaching advanced chemistry laboratories and developing students’ critical thinking skills. J. Chem. Educ. 2018, 95 (2), 259–266. 10.1021/acs.jchemed.7b00558. [DOI] [Google Scholar]
- Bellová R.; Melichercíková D.; Tomcik P. Approximate relations in pH calculations for aqueous solutions of extremely weak acids: a topic for problem-based learning. J. Chem. Educ. 2018, 95 (9), 1548–1553. 10.1021/acs.jchemed.8b00086. [DOI] [Google Scholar]
- Collins A.; Joseph D.; Bielaczyc K. Design research: theoretical and methodological issues. J. Learn. Sci. 2004, 13 (1), 15–42. 10.1207/s15327809jls1301_2. [DOI] [Google Scholar]
- Bergmann J.; Sams A.. Flip your Classroom: Reach Every Student in Every Class Every Day; International Society for Technology in Education, Eugen: Washington, DC, 2012. [Google Scholar]
- Design-Based Research Collective. Design based research: An emerging paradigm for educational inquiry. Educ. Res. 2003, 32 ( (1), ), 5–8. 10.3102/0013189X032001005. [DOI] [Google Scholar]
- Sandoval W. A.Handbook of Design in Educational Technology: Educational Design Research in the 21st Century; Routledge: New York, 2013; pp 388–396. [Google Scholar]
- Zheng L. A systematic literature review of design-based research from 2004 to 2013. J. Comput. Educ. 2015, 2 (4), 399–420. 10.1007/s40692-015-0036-z. [DOI] [Google Scholar]
- Fraefel U.Professionalization of pre-service teachers through university-school partnerships. “Partner schools for Professional Development”: development, implementation and evaluation of cooperative learning in schools and classes. In WERA 2014 Focal Meeting; Edinburgh, 2014. [Google Scholar]
- Pineda H.; Nevado L.; Bernárdez S.; Pacheco M. J.; Criado J. J.; Palomas F. (Guest Editors). The Krebs bicycle monograph issue. Encuentros en la Biología 2014, 7 ( (148), ), 43–96 [in Spanish]. [Google Scholar]
- Psillos D.; Kariotoglou P.. Iterative Design of Teaching-Learning Sequences: Theoretical Issues Related to Designing and Developing Teaching-Learning Sequences; Springer Science+Business Media: Cham, Switzerland, 2016; pp 11–34. [Google Scholar]
- Gilbert J. Contract learning. Altern. High. Educ. 1976, 1 (1), 25–32. 10.1007/BF01080036. [DOI] [Google Scholar]
- Klegeris A.; Hurren H. Impact of problem-based learning in a large classroom setting: student perception and problem-solving skills. Adv. Physiol. Educ. 2011, 35 (4), 408–415. 10.1152/advan.00046.2011. [DOI] [PubMed] [Google Scholar]
- Seymour A. A qualitative investigation into how problem-based learning impacts on the development of team-working skills in occupational therapy students. J. Furth. High. Educ. 2013, 37 (1), 1–20. 10.1080/0309877X.2011.643774. [DOI] [Google Scholar]
- Bootland D. A long, long time ago in a land far away . . . a story about α-Ketoglutarate. Biochem. Educ. 1998, 26 (1), 14–15. 10.1016/S0307-4412(97)00116-7. [DOI] [Google Scholar]
- Navas Delgado I.; García-Godoy M.; López-Camacho E.; Rybinski M.; Reyes-Palomares A.; Medina M. A.; Aldana-Montes J. A. Kpath: Integration of metabolic pathway linked data. Database (Oxford) 2015, 2015, 1–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nunoura T.; Chikaraishi Y.; Izaki R.; Suwa T.; Sato T.; Harada T.; Mori K.; Kato Y.; Miyazaki M.; Shimamura S.; Yanagawa K.; Shuto A.; Ohkouchi N.; Fujita N.; Takaki Y.; Atomi H.; Takai K. A primordial and reversible TCA cycle in a facultatively chemolithoautotrophic thermophile. Science 2018, 359 (6375), 559–563. 10.1126/science.aao3407. [DOI] [PubMed] [Google Scholar]
- Keller M. A.; Kampjut D.; Harrison S. A.; Ralser M. Sulfate radicals enable a non-enzymatic Krebs cycle precursor. Nat. Ecol. Evol. 2017, 1 (4), 0083. 10.1038/s41559-017-0083. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maden B. E. H. No soup for starters? Autotrophy and the origins of metabolism. Trends Biochem. Sci. 1995, 20 (9), 337–341. 10.1016/S0968-0004(00)89069-6. [DOI] [PubMed] [Google Scholar]
- Spiro S.; Guest J. R. Adaptive responses to oxygen limitation in Escherichia coli. Trends Biochem. Sci. 1991, 16, 310–314. 10.1016/0968-0004(91)90125-F. [DOI] [PubMed] [Google Scholar]
- Bröer S.; Palacín M. The role of amino acid transporters in inherited and acquired diseases. Biochem. J. 2011, 436 (2), 193–211. 10.1042/BJ20101912. [DOI] [PubMed] [Google Scholar]
- Sweetlove L. J.; Beard K. F. M.; Nunes-Nesi A.; Fernie A. R.; Ratcliffe G. Not just a circle: flux modes in the plant TCA cycle. Trends Plant Sci. 2010, 15 (8), 462–470. 10.1016/j.tplants.2010.05.006. [DOI] [PubMed] [Google Scholar]
- Collins R. R. J.; Patel K.; Putnam W. C.; Kapur P.; Rakheja D. Oncometabolites: a new paradigm for oncology, metabolism, and the clinical laboratory. Clin. Chem. 2017, 63 (12), 1812–1820. 10.1373/clinchem.2016.267666. [DOI] [PubMed] [Google Scholar]
- Bolton E. E.; Chen J.; Kim S.; Han L.; He S.; Shi W.; Simonyan V.; Sun Y.; Thiessen P. A.; Wang J.; Yu B.; Zhang J.; Bryant S. H. PubChem3D: a new resource for scientists. J. Cheminform. 2011, 3, 32. 10.1186/1758-2946-3-32. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Quesada M. Hans Krebs and the discovery of the cycle with his name. Encuentros en la Biología 2014, 7 (148), 85–93. [Google Scholar]
- Lauble H.; Kennedy M. C.; Emptage M. H.; Beinert H.; Stout C. D. The reaction of fluorocitrate with aconitase and the crystal structure of the enzyme-inhibitor complex. Proc. Natl. Acad. Sci. USA 1996, 93 (24), 13699–13703. 10.1073/pnas.93.24.13699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rodriguez-Lopez R.; Reyes-Palomares A.; Sánchez-Jiménez F.; Medina M. A. PhenUMA: a tool for integrating the biomedical relationships among genes and diseases. BMC Bioinform. 2014, 15 (1), 375. 10.1186/s12859-014-0375-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.